27
Systematic Planting Designs for Assessing the Controls of Forest Density on Growth Wade Tinkham, Michael Battaglia, Chad Hoffman, and Seth Ex

Systematic Planting Designs for Assessing the Controls of

  • Upload
    others

  • View
    2

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Systematic Planting Designs for Assessing the Controls of

Systematic Planting Designs for Assessing the Controls of

Forest Density on Growth

Wade Tinkham Michael Battaglia Chad Hoffman and Seth Ex

Outline

bull Use of Planting Trials in Forestry

bull Understanding Nelder Plots

bull Analytical Challenges

bull Example from South Dakotabull Density Effects on Size and Growthbull Lessons learned in assessing drought

resistance and resilience

Use of Planting Trials in ForestryCompetitionldquoWhen the immediate supply of a single factor necessary for growth falls below the combined demands of the individual plants competition beginsrdquo

~ Clements (Donald CM 1963 Competition among crop and pasture plants Adv Agron 15 1-118)

Use of Planting Trials in ForestryBlock Replicated Experimentsbull There is extensive literature about

the use of block replicated spacing studies

bull Guiding many silvicultural systems in western forests

400 TPH

800 TPH

Use of Planting Trials in ForestryBlock Replicated Experimentsbull These approaches utilize an area based approach to define

the sampling unit (ie each block is 1 sample)bull This study of 2 species

bull ~5 acres per block setbull 6 replicatesbull 12 densitiesbull 110 trees in each

6 x 12 x 110 = 7920 trees to track

~30 acres invested

Add a second species double everything

Understanding Nelder PlotsIndividual Focused ndash Systematic Experimentsbull John Nelder ndash a British Statistician trying to identify

ideal agricultural plant spacingbull Nelder JA 1962 New kinds of systematic designs for spacing

experiments Biometrics 18 283-307

bull Proposed 5 designs for varying spacing and rectangularity

Ia Ib Ic Id II

Density Rectangularity Both Both Both

Understanding Nelder PlotsIndividual Focused ndash Systematic Experimentsbull The Ia design has been the most widely adapted for

forestry applicationsIa

Density

bull Maintains rectangularity at ~11 while varying spacing

bull Each tree along a spoke represents a different density

bull Each spoke represents a replicatebull While this shows one quadrant these are

commonly installed as full circles

Individual Focused ndash Systematic Experiments

Understanding Nelder Plots

bull Full plots can be divided to investigate site prep species providence etc

bull Effects are separated by guard spokes

bull Density is maintained by guard archesbull This scenario produces 4

replicates of 9 densitiesbull Depending on spacing this could

take as little as 1 acre

bull Multiple plots could be used to investigate across site index

Individual Focused ndash Systematic Experiments

Understanding Nelder Plots

bull Example of mixed species planting for assessing intra-species competition

14 densities5 replicates0325 acres

625 ndash 25267 TPH

Individual Focused ndash Systematic Experiments

Understanding NelderPlots

bull Replicated Douglas-fir plots in Oregonbull Done with a modified Nelder Ia design

Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots

000

200

400

600

800

1000

1200

1400

1600

1800

0 5 10 15 20 25 30 35

Age (years)

Dia

met

er (i

nche

s)

DF 17DF 16DF 15DF 14DF 13DF 12DF 11DF 10DF 9DF 8DF 7DF 6DF 5DF 4DF 3DF 2DF 1

36 years old16 Densities48 Replicates

5 plots

Chart7

DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Diameter (inches)
Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
08879221451
088441858
08840087766
09021935304
09432154464
09894118788
10184185902
10272518345
10237903437
10032543518
0963510934
09260855676
09127484432
09179795184
09274672257
09449261647
09722764851
23582445146
23471941558
23594257372
2387346104
24194343964
24587560745
24935491371
24885572688
24322481268
23456399305
22311432468
20953457902
19796119405
18960065573
18353704902
18269409618
18731288925
52386478781
5209638449
52085542777
51971245275
51293513843
50162237233
48630849638
46339642433
43397526122
40337054028
37221136636
34149934861
31617716346
2966501578
28325916798
28417702315
29868715123
80356163346
78611346984
76720923034
74209859711
70800039827
67094971887
6319145007
58621133795
53758850954
49288905519
44973181312
40836102132
37636928623
35281322894
33756388063
34425716206
37061887307
102727386361
99643186647
95588245945
90452563203
8452301835
7854674068
72454622878
6600447733
60019483865
55140563529
50652427931
4631372927
42942650898
4041041084
38729215793
39659416724
42987790716
116965575263
112481683669
106637238298
99649357798
92003879643
8469050307
7780974203
71040201554
64803125364
59569475142
54951362753
5061620616
4693302392
43971315138
42293400094
43837433222
48038239757
146847752901
139454491639
129749989232
118919470297
10801175212
9856446837
90748900902
83270642161
76038922306
70222015501
65731878119
61587521242
57835233432
55141469348
54308806423
56567049368
61019669569
156963206704
148536553635
13755958162
125408285759
113383859011
103345973707
95309580573
87625280868
80516230661
75620598051
72158581102
6804304435
63835221826
61711997118
62338599962
65091907145
68519620887
165340219651
156059149201
14414212317
131501047574
119310334103
108926449997
10028826524
91981296568
84611105449
80175431209
7753197576
7363065886
68647071345
655423052
66051246095
69618692409
73971146986

Design

Design

70
87
107
132
163
200
247
304
367
441
531
640
770
927
1117
1344
1619
1949
Nelder Plot Design - Arc TreesAcreDimensions in feet

Plot Center

Plot Square

Plot Square

70
87
107
132
163
200
247
304
367
441
531
640
770
927
1117
1344
1619
1949
Nelder Research Plot DesignTrees per Acre in each Arc

TreeList

DoH

DoH

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
8333 Dbh(Ht-45)
Douglas-fir DbhHeight Ratios (cmm) at 31 YearsNewton amp Cole Nelder Plots

Height

GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
8333 Dbh(Ht-45)
Grand fir DbhHeight Ratios (cmm) at 31 YearsNewton amp Cole Nelder Plots

Dbh

Douglas-fir
Grand Fir
Arc Position
8333 Dbh(Ht-45)
Douglas-fir and Grand fir - DbhHeight Ratios (cmm)Newton amp Cole Nelder Plots

DoH_Arc

DoH_Arc

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
Height (feet)
Douglas-fir Heights (feet) - Msmt at 31 YearsNewton amp Cole Nelder Plots

Htt_Arc

GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
Height (feet)
Grand fir Heights (feet) - Msmt at 31 YearsNewton amp Cole Nelder Plots

Dbh_Arc

Grand Fir
Douglas-fir
Arc Position
Height (feet)
Douglas-fir and Grand fir - Heights at 31 YearsNewton amp Cole Nelder Plots

Vol_Arc

Vol_Arc

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
Dbh (inches)
Douglas-fir Dbh - Msmt at 31 YearsNewton amp Cole Nelder Plots
GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
Dbh (inches)
Grand fir Dbh - Msmt at 31 YearsNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc Position
Dbh (inches)
Douglas-fir and Grand fir - Dbh at 31 YearsNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
8333 Dbh(Ht-45)
Douglas-fir DbhHeight Ratios (cmm) by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
8333 Dbh(Ht-45)
Grand fir DbhHeight Ratios (cmm) by Age and ArcNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Age (years)
8333 Dbh(Ht-45)
Douglas-fir and Grand fir - DbhHeight Ratios (cmm)Newton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Height (feet)
Douglas-fir Heights by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Height (feet)
Grand fir Heights by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Total Height (feet)
Douglas-fir and Grand fir - HeightsNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Competitive Stress Index (density level)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Initial Dbh (Height-45) (cmm)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Competitive Stress Index (density level)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Diameter (inches)
Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Diameter (inches)
Grand fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Diameter BH (inches)
Douglas-fir and Grand fir - Dbh by AgeNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
Height Increment (feet)
Douglas-fir and Grand fir - Height Increment by DensityNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Hinc Sinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
Dbh Increment (inches)
Douglas-fir and Grand fir - Dbh Increment by DensityNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Dinc Sinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Hinc Tinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Dinc Tinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Competitive Stress Index (density level)
Hinc Tinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Competitive Stress Index (density level)
Dinc Tinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Cubic feet Tree
Douglas-fir - Tree Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Cubic feet Tree
Grand fir - Tree Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Total Cubic feet Tree
Douglas-fir and Grand fir - Tree Cubic Volume by AgeNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Cubic feet Acre
Douglas-fir - Stand Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Cubic feet Acre
Grand fir - Stand Cubic Volume by Age and ArcNewton amp Cole Nelder Plots

Analytical Challenges

8 trees

8 trees

Block Replicated Experimentsbull Independent blocks representing density

levels with sets of blocks creating replicationbull Randomizing block arrangements ensures their

independence and allows us to meet common analysis assumptions

bull Designed for analysis of variance for deriving inference (ie ANOVA and linear regression)

bull Each set of blocks represents a single sample

Analytical ChallengesIndividual Focused ndash Systematic Experimentbull Each arch represents a density level with trees in the arch

creating replicationbull Since there is no way to randomize this we donrsquot meet the assumptions

for analysis of variance

bull Designed for model-based inference approachesbull Each spoke provides a single sample for each density level

Black Hills Nelder Plots

bull ponderosa pinebull 21 acres per plotbull 16 densitiesbull 52 spokes 24 replicatesbull 2 ndash site preparations

Photo Curtesy of Mike Battaglia RMRS

1 year after planting

Photo Curtesy of Mike Battaglia RMRS

Study Designbull 3 ndash Nelder Ia design plots at SI of 50-60bull Planted in 1969 with 2 year old seedlings

bull Implemented by Charles Boldt of Rocky Mountain Forest and Range Experiment Station USDA Forest Service

bull Spacing from 3x3 ft to 19x19 ftbull Or 4808 to 118 trees per acre

bull Each plot has 24 replicates of each spacing and treatmentbull 2304 possible sample trees each time step

bull Inventories of DBH and height at agesbull 3 6 8 9 11 and 12 then again at age 45bull Increment cores collected from 3 trees at each

density in each plot ndash 144 cores

Half Plot Schematic

Plot Locations in the Black Hillrsquos Experimental Forest

45 year after planting

Objectives amp Methods

ObjectivesHow does spacing and site preparation impact tree size and growth incrementDoes FVS accurately represent small tree growthHow does spacing impact growth during drought periods

Methodsbull Trees filtered for alive local neighborhoodsbull Tree size ndash DBH and heightbull Growth increment - Periodic Annual Basal Area

Increment per treebull Compared against bareground FVS simulationsbull Increment cores to evaluate growth during droughts

Results

Spacingbull Optimal spacing increases with agebull This informs the timing of thinning to

capture growth

USDA FS ndash Black Hills Experimental Forest Virtual Tour

12 years old25 years old

24rdquo68rdquo

Results

Site Preparationbull The effect of spacing is

overwhelmed by grass competition

Herbicide and Tilling 12rdquo Scalps

Photo Curtesy of Mike Battaglia RMRS

Plantation Age 12

ImplicationsSilviculturebull Informing the

timing of thinningWood Qualitybull Impacts on wood

density and knotsGrowth amp Yieldbull Validatingrefining

modeling of tree growth

3rsquo x 3rsquo 7rsquo x 7rsquo 12rsquo x 12rsquo 17rsquo x 17rsquo SpacingRelative Size at Age 45

Herbicide and Tilling

Growth Rate12rdquo Scalps

USDA FS ndash Black Hills Experimental Forest

Virtual Tour No significant treatment effect at age 45

Validating FVSDirect evaluation of Central Rockies variant small tree growth modelbull Bareground simulations at 50 55 and 60

for site indexbull Treelist output at age 3 6 9 and 12

Initiating Bareground Simulations

Year 12 of Bareground Simulations

Photo Curtesy of Mike Battaglia RMRS

Direct Evaluation of FVS BiasDBHbull Underprediction that gets worse with agebull Under accounts for the effect of site index in small treesbull Under accounts for the effect of densitybull Good reason to incorporate site preparation into FVS

DBH Bias at Age 12bull Scalped ndash FVS biasrsquos

were -8 -42 and -86 for SI of 50 55 and 60 respectively

bull Herbicide ndash FVS biasrsquos were -167 -179 and -231 for SI of 50 55 and 60 respectively

Direct Evaluation of FVS BiasHeightbull Generally capture the rate of height growthbull Under accounts for the effect of planting densitybull Under accounts for the effect of site index in small treesbull Good reason to incorporate site preparation into FVS

Height Bias at Age 12bull Scalped ndash FVS biasrsquos

were +7 -8 and -39 for SI of 50 55 and 60 respectively

bull Herbicide ndash FVS biass were -48 -57 and -97 for SI of 50 55 and 60 respectively

Further analysis will evaluate model drift

Evaluating Drought Impact on GrowthCompetition impact on resistance resilience to drought

=119861119861119861119861119861119861119889119889119889119889119889119889119889119889119889119889119889119889119861119861119861119861119861119861119901119901119889119889119901119901

=119861119861119861119861119861119861119901119901119901119901119901119901119901119901119861119861119861119861119861119861119901119901119889119889119901119901

Resilience

bull Competition evaluated as relative stand density index (r-SDI)

Trees Per Acre

1985 Drought 2002 Droughtn DBH (in) r-SDI n DBH (in) r-SDI

120 7 29 (10) 003 8 74 (17) 015

195 8 24 (13) 004 8 60 (13) 017

316 7 29 (13) 009 8 60 (11) 028

512 7 19 (06) 007 8 49 (09) 032

830 9 22 (11) 016 9 46 (12) 049

1347 8 16 (06) 014 8 37 (08) 056

2185 8 17 (07) 028 8 37 (06) 089

3551 7 15 (07) 035 8 30 (07) 102

Resistance

bull Droughts identified as periods of PDSI below -25

Mean PDSI -33

Mean PDSI -28

Only showing 8 of 16 densities

Evaluating Drought Impact on GrowthCompetition impact on resistance resilience to droughtbull Strong density dependent

response during 1985 eventbull Many trees above 1 meaning

accelerating growth

bull No significant effect during 2002 eventbull Most trees below 1 meaning

reduced growth

Similar responses have been seen to these droughts in other datasets

But the 1985 drought was more severe so what is going on

Evaluating Drought Impact on GrowthStand development stage impact on resistance resilience researchbull Density dependent growth research makes it

clear that trees follow a sigmoidal curvebull First drought occurred during the up swing of the

sigmoidal curvebull Second drought occurred afterwhile trees began

declining on the sigmoidal curve

bull This provides similar resistanceresilience values to those observed

FVS Bareground Simulations

FVS Simulated Values

Acknowledgements

Jonah Rampini ndash UndergraduateSam Chaplin ndash Undergraduate Mike Battaglia ndash RMRS Seth Ex ndash CSU Chad Hoffman ndash CSU Questions

  • Systematic Planting Designs for Assessing the Controls of Forest Density on Growth
  • Outline
  • Use of Planting Trials in Forestry
  • Use of Planting Trials in Forestry
  • Use of Planting Trials in Forestry
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Analytical Challenges
  • Analytical Challenges
  • Black Hills Nelder Plots
  • Slide Number 14
  • Study Design
  • Plot Locations in the Black Hillrsquos Experimental Forest
  • Objectives amp Methods
  • Results
  • Results
  • Growth Rate
  • Validating FVS
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
00625 025 0375 025 00625 Cubic foot Volumes
6 8 11 14 17 19 25 28 31 Plantation Age Cubic Volume per Acre by Plantation Age
Species Arc Aveage Dbh 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 Tpa 6 8 11 14 17 19 25 28 31
DF 1 405 002 011 046 095 159 225 482 618 787 002 010 042 084 140 196 432 582 732 1949 0 0 0 0 0 0 0 0 0
DF 2 274 001 008 030 058 095 129 312 496 609 002 010 037 073 121 167 381 541 667 1619 0 0 0 0 0 0 0 0 0
DF 3 305 002 009 037 066 110 150 363 529 628 001 010 037 071 119 161 362 514 622 1344 0 0 0 0 0 0 0 0 0
DF 4 335 001 010 041 081 138 182 366 479 567 001 010 041 079 132 179 384 516 633 1117 0 0 0 0 0 0 0 0 0
DF 5 354 001 011 047 089 147 202 424 528 688 001 011 048 091 152 209 432 564 715 927 0 0 0 0 0 0 0 0 0
DF 6 386 001 012 053 100 166 238 490 658 851 001 013 057 110 181 247 497 653 837 770 0 0 0 0 0 0 0 0 6448
DF 7 449 002 015 071 141 226 298 576 783 1007 002 014 068 136 220 295 572 742 936 640 0 0 0 0 0 0 0 4746 5989
DF 8 483 002 016 081 165 262 344 644 785 949 002 016 081 165 262 350 658 819 1006 531 0 0 0 0 0 0 3496 4347 5341
DF 9 520 002 017 091 189 293 401 731 868 1044 002 017 094 198 313 417 780 937 1131 441 0 0 0 0 0 0 3441 4131 4990
DF 10 578 002 019 109 236 372 492 954 1127 1346 002 018 107 236 382 505 942 1118 1349 367 0 0 0 0 0 1853 3456 4103 4953
DF 11 645 002 018 122 285 478 621 1130 1353 1652 002 018 117 274 462 608 1117 1322 1608 304 0 0 0 0 1403 1848 3397 4019 4888
DF 12 680 002 017 120 298 528 699 1252 1461 1780 002 017 123 306 540 718 1315 1551 1898 247 0 0 0 0 1335 1774 3247 3832 4687
DF 13 748 001 016 129 340 624 837 1543 1817 2260 001 016 126 337 622 845 1577 1872 2281 200 0 0 0 675 1245 1690 3154 3743 4562
DF 14 803 001 015 129 369 701 977 1876 2249 2685 001 015 128 367 708 987 1909 2295 2775 163 0 0 0 598 1155 1608 3112 3741 4523
DF 15 877 001 015 131 405 823 1172 2331 2849 3422 001 015 127 389 786 1125 2269 2764 3340 132 0 0 0 513 1038 1484 2996 3649 4409
DF 16 895 001 013 119 382 816 1194 2535 3106 3780 001 014 126 407 854 1252 2630 3235 3938 107 0 0 0 436 914 1340 2814 3462 4213
DF 17 972 001 015 131 446 955 1442 3133 3897 4790 001 015 128 428 912 1363 2933 3634 4452 87 0 0 0 372 794 1186 2552 3161 3873
GF 1 362 001 006 030 062 118 189 370 416 590 001 006 026 054 107 166 338 386 555 1949 0 0 0 0 0 0 0 0 0
GF 2 236 001 005 018 038 081 110 263 307 454 001 005 023 047 098 146 306 368 538 1619 0 0 0 0 0 0 0 0 0
GF 3 257 001 005 020 041 097 146 286 368 572 001 005 021 044 098 143 298 392 569 1344 0 0 0 0 0 0 0 0 0
GF 4 280 001 006 024 050 110 157 318 487 641 001 005 024 049 106 154 327 450 637 1117 0 0 0 0 0 0 0 0 0
GF 5 290 001 005 025 052 101 156 359 469 699 001 006 029 060 121 177 389 525 726 927 0 0 0 0 0 0 0 0 0
GF 6 368 001 007 038 079 157 212 483 621 806 001 007 035 076 146 216 482 640 863 770 0 0 0 0 0 0 0 0 6647
GF 7 410 001 008 042 094 167 275 589 792 1063 001 007 040 092 176 262 586 785 1052 640 0 0 0 0 0 0 0 5027 6731
GF 8 439 001 007 041 101 214 305 708 985 1290 001 007 046 110 206 299 671 903 1227 531 0 0 0 0 0 0 3561 4792 6514
GF 9 479 001 008 054 132 225 312 718 925 1370 001 008 054 135 246 342 746 993 1355 441 0 0 0 0 0 0 3289 4379 5975
GF 10 532 001 009 066 168 296 397 774 1041 1350 001 009 063 164 301 409 864 1133 1502 367 0 0 0 0 0 0 3171 4158 5511
GF 11 607 001 010 073 198 389 525 1111 1441 1834 001 009 067 184 353 482 1027 1317 1701 304 0 0 0 0 0 1464 3121 4004 5170
GF 12 613 001 007 063 186 368 511 1156 1431 1818 001 008 065 193 391 546 1193 1496 1932 247 0 0 0 0 0 1349 2947 3695 4772
GF 13 663 001 007 062 202 433 613 1318 1612 2166 001 007 060 195 424 614 1379 1722 2228 200 0 0 0 0 848 1228 2758 3444 4456
GF 14 728 001 006 056 199 474 723 1664 2097 2657 001 006 053 187 441 672 1584 2011 2569 163 0 0 0 0 719 1095 2582 3277 4188
GF 15 746 000 005 042 163 428 691 1767 2330 2917 001 006 045 169 435 699 1767 2283 2888 132 0 0 0 0 574 922 2332 3013 3812
GF 16 774 001 005 036 143 405 690 1867 2390 3016 001 005 040 154 426 718 1942 2544 3228 107 0 0 0 0 456 768 2078 2722 3454
GF 17 818 001 006 040 149 440 773 2228 2990 3844 001 006 039 149 430 747 2109 2799 3579 87 0 0 0 0 374 650 1835 2435 3114
Douglas-fir 571 001 014 087 220 406 565 1126 1388 1697
Grand Fir 506 001 007 043 121 265 399 940 1218 1593
00625 025 0375 025 00625 Plantation Dbh
6 8 11 14 17 19 25 28 31 Plantation Age Dbh and Height Growth for Period 11 to 17 (six years) Dbh and Height Growth for Period 19 to 25 (six years)
Species Arc Aveage Dbh 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 Dbh Inc Htt Inc Rdinc Rhinc Tpa CSI_11 DoH_11 Dbh Inc Htt Inc Rdinc Rhinc Tpa CSI_19 DoH_19
DF 1 405 100 193 315 397 463 520 651 712 772 097 187 299 371 430 480 610 685 740 131 1504 0562 0773 1949 337 1266 130 1637 0587 0889 1949 605 1013
DF 2 274 091 174 260 310 354 389 516 627 671 094 183 284 344 397 438 566 651 696 112 1591 0481 0818 1619 265 1211 127 1695 0576 0920 1619 446 0900
DF 3 305 094 181 280 327 374 409 540 624 656 093 184 283 338 387 423 543 623 661 104 1688 0445 0868 1344 219 1197 120 1748 0544 0949 1344 354 0835
DF 4 335 091 191 296 357 413 444 540 598 624 092 190 297 353 404 440 551 617 655 107 1768 0460 0909 1117 192 1235 112 1773 0505 0963 1117 309 0838
DF 5 354 091 196 314 372 422 462 573 620 675 091 198 316 376 429 469 578 638 686 113 1819 0485 0935 927 171 1297 109 1790 0493 0972 927 279 0872
DF 6 386 089 205 333 394 449 500 614 684 744 093 210 341 408 463 506 616 680 736 122 1848 0521 0949 770 156 1376 110 1808 0496 0982 770 256 0925
DF 7 449 098 229 377 459 516 554 662 740 803 096 223 372 450 507 550 657 722 775 134 1873 0575 0962 640 144 1469 108 1818 0488 0987 640 237 0990
DF 8 483 101 234 404 492 551 591 694 741 779 100 235 403 493 551 596 702 756 802 148 1894 0634 0973 531 132 1573 107 1829 0482 0993 531 220 1062
DF 9 520 105 243 430 529 587 640 742 781 819 102 243 434 538 600 648 760 805 846 166 1909 0712 0981 441 120 1686 112 1848 0508 1003 441 205 1148
DF 10 578 101 254 469 589 657 706 840 881 921 103 249 463 586 660 710 833 876 920 197 1938 0842 0996 367 109 1799 122 1858 0553 1009 367 194 1250
DF 11 645 105 252 495 643 736 786 914 965 1019 102 249 486 632 725 778 907 953 1003 238 1980 1020 1017 304 96 1897 129 1847 0585 1002 304 183 1361
DF 12 680 100 245 497 664 779 839 965 1006 1058 099 246 502 671 785 847 986 1033 1089 284 2011 1215 1033 247 81 1986 139 1828 0628 0992 247 167 1481
DF 13 748 094 242 519 712 848 919 1076 1127 1195 094 242 513 708 845 920 1080 1134 1193 332 2027 1423 1041 200 68 2069 160 1821 0724 0988 200 152 1616
DF 14 803 089 238 522 745 902 994 1184 1248 1302 090 239 520 742 905 996 1189 1254 1315 385 2034 1648 1045 163 56 2128 193 1830 0872 0994 163 139 1757
DF 15 877 087 237 525 781 978 1089 1318 1399 1462 088 236 521 767 956 1066 1297 1376 1441 435 2042 1863 1049 132 46 2163 231 1852 1046 1005 132 124 1886
DF 16 895 089 230 512 770 982 1109 1381 1469 1545 088 235 521 786 996 1125 1395 1485 1561 475 2057 2036 1057 107 37 2183 270 1876 1220 1018 107 109 1987
DF 17 972 089 238 528 818 1048 1199 1514 1622 1710 089 236 524 804 1027 1170 1468 1570 1653 503 2076 2156 1067 87 30 2188 299 1895 1352 1029 87 94 2049
GF 1 362 073 156 267 344 413 479 634 688 738 073 152 252 323 390 444 585 633 689 138 1532 0565 0753 1949 279 1233 141 873 0521 0388 1949 546 0943
GF 2 236 072 143 217 277 334 359 474 504 570 073 148 236 302 367 411 529 578 642 131 1711 0536 0841 1619 217 1197 118 1296 0438 0576 1619 411 0846
GF 3 257 074 144 224 285 357 401 486 541 627 072 147 232 294 361 401 502 564 631 129 1854 0528 0911 1344 177 1200 100 1595 0371 0708 1344 331 0802
GF 4 280 070 153 247 309 381 421 512 619 659 071 151 243 306 372 414 515 590 654 129 1901 0529 0934 1117 154 1247 100 1731 0372 0769 1117 287 0814
GF 5 290 070 152 250 313 366 415 535 596 677 071 158 263 329 394 439 552 625 689 131 1907 0538 0937 927 139 1308 113 1841 0419 0818 927 256 0850
GF 6 368 070 172 295 367 444 480 609 669 722 073 168 287 361 428 479 604 674 738 141 1936 0576 0951 770 128 1381 125 1960 0463 0871 770 238 0904
GF 7 410 079 180 315 397 456 532 658 738 806 076 174 310 395 467 524 658 737 803 157 1984 0645 0975 640 116 1478 134 2070 0496 0919 640 223 0972
GF 8 439 077 170 319 423 517 570 722 823 886 078 177 331 430 506 561 701 786 861 175 2013 0717 0990 531 103 1585 140 2166 0517 0962 531 203 1039
GF 9 479 081 181 357 468 531 579 724 795 907 081 183 356 471 549 599 736 820 900 193 2022 0789 0994 441 94 1684 137 2224 0506 0988 441 184 1107
GF 10 532 084 196 389 519 598 641 749 835 894 082 192 382 514 603 652 786 868 942 220 2040 0902 1002 367 85 1777 135 2253 0499 1001 367 172 1196
GF 11 607 084 204 411 564 683 738 889 974 1037 081 194 397 548 656 710 857 935 1002 259 2054 1062 1010 304 74 1870 146 2292 0542 1018 304 161 1308
GF 12 613 076 182 393 561 681 743 917 981 1045 077 189 397 569 699 764 929 1000 1072 302 2045 1236 1005 247 60 1954 165 2323 0611 1032 247 144 1433
GF 13 663 073 187 397 594 747 820 988 1048 1142 073 182 390 580 736 816 1004 1077 1155 346 2035 1418 1000 200 48 2013 188 2321 0694 1031 200 129 1560
GF 14 728 070 174 379 589 778 884 1106 1192 1267 069 174 374 577 760 863 1084 1171 1249 386 2031 1583 0998 163 37 2058 221 2315 0818 1028 163 113 1684
GF 15 746 061 161 349 557 766 893 1159 1275 1345 067 168 355 561 769 894 1158 1261 1336 414 2005 1695 0986 132 28 2115 263 2320 0975 1030 132 97 1804
GF 16 774 072 166 332 537 764 910 1210 1312 1387 069 168 343 546 772 918 1224 1341 1421 430 1966 1761 0966 107 22 2157 306 2319 1131 1030 107 81 1907
GF 17 818 072 174 343 540 786 955 1315 1460 1555 071 171 340 540 780 940 1279 1411 1500 439 1943 1798 0955 87 18 2155 339 2312 1256 1027 87 68 1969
Douglas-fir 571 095 222 416 550 650 715 866 932 986
Grand Fir 506 074 170 323 450 565 636 805 885 957
00625 025 0375 025 00625 Plantation Heights
6 8 11 14 17 19 25 28 31 Plantation Age
Species Arc Total Of Height 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 10m Site Smooth 10mReg Smooth Tpa CSI_14 DoH_14 10m Site Tinc 11-17 Tinc 19-25
DF 1 3428 919 1503 2439 3155 3884 4354 5961 6388 6914 916 1492 2416 3159 3920 4403 6041 6489 7000 704 725 98 95 1949 436 1140 867 1946 1842
DF 2 2793 908 1460 2346 3146 3969 4467 6141 6608 7078 912 1487 2406 3184 3997 4511 6206 6694 7201 754 764 92 91 1619 331 1049 867 1946 1842
DF 3 3178 912 1505 2443 3243 4120 4689 6519 7121 7638 903 1490 2423 3238 4111 4669 6417 6928 7466 844 804 84 88 1344 268 1009 867 1946 1842
DF 4 3421 890 1494 2450 3312 4241 4847 6568 7029 7625 890 1492 2452 3301 4221 4822 6595 7088 7690 809 825 89 87 1117 235 1031 867 1946 1842
DF 5 3530 870 1487 2482 3362 4328 4961 6767 7195 7907 877 1493 2481 3355 4300 4933 6723 7207 7871 835 839 88 87 927 211 1080 867 1946 1842
DF 6 3680 864 1490 2491 3377 4322 4999 6822 7358 8043 875 1502 2518 3416 4366 5012 6820 7336 8027 867 854 86 87 770 194 1147 867 1946 1842
DF 7 3959 890 1534 2592 3519 4460 5085 6888 7482 8182 880 1515 2561 3485 4434 5077 6894 7432 8130 863 860 88 88 640 182 1235 867 1946 1842
DF 8 4172 885 1520 2597 3561 4524 5157 6992 7487 8192 882 1522 2587 3531 4481 5123 6952 7474 8176 855 859 90 90 531 170 1333 867 1946 1842
DF 9 4222 874 1518 2590 3531 4467 5128 6954 7442 8144 882 1522 2594 3550 4503 5153 7001 7507 8213 852 862 91 90 441 159 1445 867 1946 1842
DF 10 4313 886 1530 2593 3559 4519 5173 7088 7606 8315 881 1517 2596 3564 4535 5187 7045 7554 8270 881 869 88 89 367 149 1569 867 1946 1842
DF 11 4483 887 1512 2620 3611 4622 5268 7084 7604 8335 870 1494 2587 3572 4566 5215 7062 7576 8313 870 872 89 89 304 136 1687 867 1946 1842
DF 12 4491 841 1448 2548 3548 4560 5207 7048 7556 8325 847 1454 2555 3553 4566 5214 7042 7558 8317 873 872 89 89 247 120 1802 867 1946 1842
DF 13 4502 820 1404 2511 3521 4543 5192 6988 7500 8293 823 1415 2516 3520 4543 5195 7016 7545 8311 867 876 88 87 200 105 1922 867 1946 1842
DF 14 4493 800 1386 2476 3482 4514 5175 7005 7565 8302 808 1388 2485 3487 4519 5177 7007 7562 8322 889 887 85 86 163 92 2037 867 1946 1842
DF 15 4525 804 1374 2482 3470 4513 5179 7030 7624 8385 800 1369 2456 3456 4498 5161 7013 7590 8349 905 900 83 84 132 78 2127 867 1946 1842
DF 16 4404 786 1328 2383 3382 4435 5089 6963 7543 8301 800 1368 2439 3445 4496 5168 7044 7633 8408 906 912 83 82 107 65 2187 867 1946 1842
DF 17 4570 814 1409 2464 3495 4552 5254 7160 7762 8577 806 1386 2445 3465 4521 5208 7103 7698 8496 929 922 81 82 87 55 2221 867 1946 1842
GF 1 2911 775 1300 2204 2733 3609 4312 4827 4600 5672 773 1285 2152 2686 3683 4375 5248 5156 6205 407 538 144 109 1949 370 1205 1003 2035 2251
GF 2 2551 775 1254 2030 2566 3807 4454 6129 6324 7320 765 1266 2095 2652 3805 4496 5793 5873 6904 818 701 71 82 1619 284 1142 1003 2035 2251
GF 3 2740 741 1244 2063 2658 4010 4753 6351 6592 7615 752 1251 2063 2668 3918 4622 6217 6437 7472 857 821 68 71 1344 229 1106 1003 2035 2251
GF 4 2895 750 1254 2060 2741 3957 4642 6366 6659 7732 740 1245 2074 2741 3975 4693 6424 6724 7764 853 867 70 69 1117 199 1112 1003 2035 2251
GF 5 2971 715 1221 2069 2786 3955 4737 6557 6918 7988 732 1249 2126 2859 4033 4757 6598 6964 7966 900 894 69 70 927 180 1139 1003 2035 2251
GF 6 3580 738 1288 2266 3069 4187 4820 6824 7271 8103 725 1254 2185 2984 4120 4861 6821 7250 8201 915 929 71 70 770 167 1187 1003 2035 2251
GF 7 3762 725 1255 2231 3125 4209 5088 7122 7604 8576 713 1244 2197 3048 4181 4944 7014 7488 8438 975 967 68 69 640 155 1268 1003 2035 2251
GF 8 3654 671 1184 2101 2951 4191 4920 7116 7628 8610 702 1234 2188 3074 4201 4954 7120 7621 8612 1019 990 66 68 531 143 1367 1003 2035 2251
GF 9 3977 711 1266 2234 3159 4178 4881 7170 7667 8717 705 1243 2213 3139 4234 4958 7182 7710 8730 982 995 70 69 441 133 1460 1003 2035 2251
GF 10 4336 722 1269 2273 3269 4335 5054 7232 7821 8858 712 1244 2242 3211 4282 4990 7243 7802 8816 991 1000 71 70 367 125 1552 1003 2035 2251
GF 11 4370 720 1223 2271 3269 4362 5058 7372 7955 8927 703 1212 2218 3203 4272 4974 7266 7845 8832 1020 1011 68 69 304 112 1659 1003 2035 2251
GF 12 4252 667 1147 2121 3099 4152 4842 7211 7788 8728 679 1163 2145 3121 4190 4892 7214 7802 8774 1021 1019 67 67 247 96 1776 1003 2035 2251
GF 13 4240 655 1116 2052 2998 4061 4772 7078 7683 8696 656 1120 2063 3028 4098 4811 7132 7728 8697 1020 1024 65 64 200 80 1876 1003 2035 2251
GF 14 4354 644 1102 2033 3010 4099 4844 7134 7735 8672 633 1074 1964 2924 3995 4720 7035 7641 8597 1029 1027 62 62 163 65 1944 1003 2035 2251
GF 15 4127 601 1003 1800 2759 3823 4540 6889 7512 8448 609 1026 1849 2793 3854 4581 6900 7509 8454 1035 1027 59 59 132 50 1997 1003 2035 2251
GF 16 4000 572 952 1701 2601 3636 4365 6677 7274 8217 600 1007 1773 2694 3739 4462 6781 7385 8337 1018 1022 58 57 107 39 2029 1003 2035 2251
GF 17 4050 623 1056 1787 2690 3725 4440 6749 7347 8324 609 1027 1766 2672 3709 4428 6740 7339 8305 1014 1017 57 57 87 32 2026 1003 2035 2251
Douglas-fir 4010 862 1465 2500 3428 4387 5013 6822 7345 8033
Grand Fir 3692 694 1184 2076 2911 4017 4737 6753 7199 8188
00625 025 0375 025 00625
6 8 11 14 17 19 25 28 31
Species Arc Total Of DoH 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31
DF 1 126 173 152 130 120 111 110 098 100 100 171 149 124 112 102 101 091 095 094
DF 2 116 167 143 112 094 083 080 075 085 085 171 146 119 103 092 090 082 087 086
DF 3 114 172 142 115 096 084 079 074 078 076 172 147 118 099 087 083 075 080 079
DF 4 116 176 153 122 103 089 083 073 075 072 176 151 122 101 088 083 074 077 075
DF 5 118 181 156 127 105 089 084 075 076 075 181 158 128 106 091 086 076 078 077
DF 6 123 185 165 135 110 095 090 079 082 081 184 166 136 113 097 091 080 082 080
DF 7 128 185 176 146 123 105 098 085 087 085 186 174 146 122 104 098 084 085 083
DF 8 130 187 182 156 131 112 104 088 087 083 190 182 157 132 113 105 089 089 086
DF 9 138 198 187 167 142 121 113 094 092 088 194 188 168 143 122 114 096 094 090
DF 10 147 196 197 183 157 133 123 105 102 097 198 194 179 156 133 124 104 102 097
DF 11 153 201 196 189 168 146 135 114 111 106 200 198 189 168 145 135 113 110 105
DF 12 159 203 202 197 177 157 145 121 117 111 203 202 197 179 158 147 124 120 114
DF 13 171 206 208 205 192 172 161 136 132 126 202 207 205 191 171 161 136 132 126
DF 14 180 199 213 213 204 184 174 150 145 137 200 211 211 203 185 175 151 146 138
DF 15 190 193 212 214 214 200 192 167 162 153 200 213 215 211 197 188 165 160 152
DF 16 199 212 217 219 218 206 200 177 173 164 203 213 216 217 205 199 177 172 164
DF 17 202 201 209 216 221 212 207 189 186 176 203 211 216 220 210 204 185 181 172
GF 1 134 182 155 127 121 107 103 125 146 125 184 153 123 114 100 094 107 122 107
GF 2 123 188 151 114 099 083 074 069 070 068 186 153 119 106 091 084 087 095 088
GF 3 120 186 152 115 098 082 077 069 073 074 189 155 119 102 086 080 074 079 076
GF 4 127 192 162 127 107 091 084 073 079 076 193 161 124 105 088 081 072 076 074
GF 5 126 199 168 130 107 087 080 072 074 074 199 168 131 109 091 084 074 077 076
GF 6 128 206 175 135 116 099 091 079 079 078 204 176 139 115 096 090 078 079 078
GF 7 130 202 182 153 122 099 095 081 083 081 209 183 151 124 103 096 082 084 082
GF 8 143 223 195 163 134 113 105 088 092 089 212 191 162 134 111 103 086 088 087
GF 9 140 208 193 170 145 118 108 089 090 092 213 197 171 145 120 109 090 091 090
GF 10 143 213 203 180 155 128 115 091 091 088 214 204 180 155 130 118 095 096 093
GF 11 154 217 215 189 166 143 131 105 106 101 218 213 188 167 142 129 103 103 099
GF 12 160 224 221 196 177 152 139 111 109 103 224 221 196 179 155 142 113 111 106
GF 13 173 233 230 206 196 172 157 123 119 114 227 226 202 189 167 155 124 121 115
GF 14 175 225 225 201 192 177 167 136 134 126 228 229 207 196 178 168 137 134 126
GF 15 186 226 234 215 202 188 181 151 149 139 229 231 212 200 188 180 149 148 138
GF 16 194 238 236 220 207 200 194 161 160 148 229 231 216 202 195 190 160 160 149
GF 17 195 223 224 216 198 197 196 172 173 163 227 228 217 201 198 195 168 168 158
Douglas-fir 148 190 183 167 151 135 128 112 111 107
Grand Fir 150 211 195 168 150 132 123 106 107 102
00625 025 0375 025 00625
Species Plot AvgDbh 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 1260 713 1010 723 740 745 800 1043 797 975 1275 1267 1230 1415 1695 1558 1900 1940
DF 6 1123 796 580 599 603 699 707 849 761 780 986 997 1061 1197 1294 1463 1538 1801
DF 7 1045 678 523 638 601 610 666 708 719 759 858 929 970 1111 1293 1446 1589 1764
DF 8 1138 829 667 658 611 686 838 893 763 889 867 1082 1160 1242 1337 1451 1533 1650
DF 9 1109 734 710 692 750 666 683 735 877 821 905 1041 1000 1193 1194 1446 1461 1579
DF 10 1215 1210 7 770 660 68 1240 460 900 843 1058 1058 1180 1203 1448 1625 1573 1837
GF 5 1006 642 480 435 750 1000 777 875 666 898 770 1204 1047 1120 1597 1332 1248 1189
GF 6 1163 570 455 430 65 540 890 862 1020 845 915 1066 1046 1210 1354 1370 1410 1872
GF 7 1084 785 755 765 480 720 672 681 955 660 1044 1186 1049 1273 1254 1166 1535 1546
GF 8 1096 702 545 540 600 7 810 1200 907 997 960 1010 1001 1020 1114 1473 1305 1409
GF 9 1144 828 56 64 640 603 753 816 1200 1187 828 926 1276 1159 1172 1316 1394 1650
GF 10 1046 990 56 1020 763 660 475 780 832 942 840 859 930 978 1310 1422 1293 1706
Douglas-fir 1148 827 698 680 661 681 822 781 803 845 992 1062 1100 1227 1377 1498 1599 1762
Grand Fir 1090 753 559 638 647 704 730 869 930 921 893 1042 1058 1127 1300 1347 1364 1562
Smooth DF 866 731 689 683 718 765 795 821 881 967 1051 1133 1239 1366 1493 1611 1705
Smooth GF 782 645 632 659 702 765 842 898 921 950 1006 1076 1161 1257 1339 1418 1499
00625 025 0375 025 00625
Species Plot AvgHtt 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 8492 7249 8102 7867 8482 8276 8333 8853 8332 8620 8758 8546 8666 9017 8783 8162 8491 9162
DF 6 8418 7176 6991 7770 7592 8228 8415 8545 8642 8351 8648 8383 8569 8543 8570 8602 8266 8894
DF 7 7979 6518 6735 7240 7383 7471 7829 7964 8025 7950 8363 8284 7948 7854 8171 8204 8289 8396
DF 8 8151 7094 6830 7782 7796 8065 8360 8513 7938 8006 7951 8255 8579 8278 8302 8171 8051 8409
DF 9 8099 6573 7046 7494 7465 7549 7452 7565 8073 8074 8142 8357 8182 8305 7976 8460 8500 8452
DF 10 8533 7947 71 8151 8216 79 8837 6681 8416 8389 8785 8542 8274 8768 8735 9200 8393 8635
GF 5 7439 4680 6710 7251 7159 7981 7158 7799 7025 7533 7480 8425 8049 8212 8464 7989 7514 7343
GF 6 8991 4564 7235 7825 77 7827 9204 9036 9532 9210 9358 9372 9191 9221 9375 8529 8463 9191
GF 7 8425 5219 7669 8175 7956 8481 8156 8386 9040 8336 9449 9447 8898 9136 8292 7861 8493 8057
GF 8 8229 6388 7360 7746 8315 80 8508 9580 8965 8961 8938 8719 8347 7946 8103 8729 8002 7908
GF 9 8423 7182 72 76 7699 7686 8146 8340 9388 8777 8485 8346 8890 8698 8256 8648 8456 8607
GF 10 8681 4644 72 6885 7587 8017 7156 8724 8775 9394 9109 8776 8702 8605 9408 8980 7944 8986
Douglas-fir 8279 7093 7134 7717 7822 7915 8204 8020 8238 8232 8441 8394 8370 8461 8423 8467 8332 8658
Grand Fir 8365 5446 7229 7580 7736 7999 8055 8644 8787 8702 8803 8848 8679 8636 8650 8456 8145 8349
Smooth DF 7439 7310 7571 7800 7958 8064 8127 8192 8283 8360 8394 8406 8425 8434 8434 8473 8564
Smooth GF 6755 6791 7424 7751 7961 8214 8496 8685 8754 8780 8772 8717 8652 8568 8431 8318 8305
00625 025 0375 025 00625
Species Plot Total Of DoH 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 128 087 110 080 077 079 083 103 084 099 128 127 125 137 169 167 203 185
DF 6 116 099 073 068 070 076 074 087 077 082 100 103 108 122 131 149 163 178
DF 7 114 094 070 078 072 072 075 078 078 083 089 098 107 125 139 156 170 184
DF 8 122 104 086 075 069 073 087 091 084 097 096 114 117 131 141 156 170 177
DF 9 119 101 088 081 089 078 080 085 096 089 098 109 107 126 131 150 151 165
DF 10 124 133 086 083 071 076 123 062 094 088 106 108 125 121 144 155 164 186
GF 5 119 137 064 054 093 111 095 097 084 106 091 125 109 118 170 145 146 144
GF 6 112 115 056 049 074 061 084 082 094 080 085 099 099 114 123 141 148 178
GF 7 113 139 084 083 053 073 072 070 091 069 096 109 101 121 132 131 157 169
GF 8 116 103 065 062 061 077 084 110 087 096 094 099 105 112 119 148 145 153
GF 9 117 100 067 076 074 069 081 086 110 122 085 098 125 117 120 130 143 168
GF 10 106 197 067 132 090 072 059 078 083 088 081 086 092 100 122 138 143 167
Douglas-fir 121 103 086 078 075 076 087 084 086 090 103 110 115 127 143 155 170 179
Grand Fir 114 132 067 076 074 077 079 087 091 093 089 103 105 114 131 139 147 163
Smooth DF 1015 0884 0804 0771 0790 0827 0851 0875 0929 1010 1092 1176 1286 1419 1557 1676 1755
Smooth GF 1078 0900 0769 0752 0774 0810 0858 0898 0918 0945 0998 1072 1168 1280 1389 1490 1575
Spoke Arc Tree Xpt Ypt
0 1 1 2300 2729
0 2 2 2300 2770
0 3 3 2300 2816
0 4 4 2300 2866
0 5 5 2300 2921
0 6 6 2300 2982
0 7 7 2300 3048
0 8 8 2300 3121
0 9 9 2300 3201
0 10 10 2300 3288
0 11 11 2300 3384
0 12 12 2300 3504
0 13 13 2300 3637
0 14 14 2300 3784
0 15 15 2299 3948
0 16 16 2299 4130
0 17 17 2299 4331
0 18 18 2299 4556
1 1 101 2356 2725
1 2 102 2361 2766
1 3 103 2367 2812
1 4 104 2374 2861
1 5 105 2381 2916
1 6 106 2389 2976
1 7 107 2397 3042
1 8 108 2407 3114
1 9 109 2417 3193
1 10 110 2429 3280
1 11 111 2441 3375
1 12 112 2457 3494
1 13 113 2474 3625
1 14 114 2493 3771
1 15 115 2515 3934
1 16 116 2538 4114
1 17 117 2565 4314
1 18 118 2594 4536
2 1 201 2411 2714
2 2 202 2422 2754
2 3 203 2433 2798
2 4 204 2446 2847
2 5 205 2461 2900
2 6 206 2476 2958
2 7 207 2493 3023
2 8 208 2512 3093
2 9 209 2533 3170
2 10 210 2555 3255
2 11 211 2580 3347
2 12 212 2611 3463
2 13 213 2646 3591
2 14 214 2684 3734
2 15 215 2726 3892
2 16 216 2773 4067
2 17 217 2825 4262
2 18 218 2883 4479
3 1 301 2464 2696
3 2 302 2480 2734
3 3 303 2497 2777
3 4 304 2517 2823
3 5 305 2538 2874
3 6 306 2561 2930
3 7 307 2586 2991
3 8 308 2614 3058
3 9 309 2644 3132
3 10 310 2678 3213
3 11 311 2715 3302
3 12 312 2760 3412
3 13 313 2811 3535
3 14 314 2868 3671
3 15 315 2930 3823
3 16 316 3000 3990
3 17 317 3077 4177
3 18 318 3163 4384
4 1 401 2514 2671
4 2 402 2535 2707
4 3 403 2558 2747
4 4 404 2583 2790
4 5 405 2610 2838
4 6 406 2641 2890
4 7 407 2674 2948
4 8 408 2710 3011
4 9 409 2750 3080
4 10 410 2794 3156
4 11 411 2842 3239
4 12 412 2902 3343
4 13 413 2968 3458
4 14 414 3042 3585
4 15 415 3124 3727
4 16 416 3214 3885
4 17 417 3315 4059
4 18 418 3427 4254
5 1 501 2561 2640
5 2 502 2586 2673
5 3 503 2614 2709
5 4 504 2645 2749
5 5 505 2678 2793
5 6 506 2715 2841
5 7 507 2755 2893
5 8 508 2799 2951
5 9 509 2848 3015
5 10 510 2901 3084
5 11 511 2960 3160
5 12 512 3033 3255
5 13 513 3113 3361
5 14 514 3203 3478
5 15 515 3303 3607
5 16 516 3414 3752
5 17 517 3536 3912
5 18 518 3673 4090
6 1 601 2603 2603
6 2 602 2632 2633
6 3 603 2665 2665
6 4 604 2700 2700
6 5 605 2739 2739
6 6 606 2782 2782
6 7 607 2829 2829
6 8 608 2880 2880
6 9 609 2937 2937
6 10 610 2999 2999
6 11 611 3067 3067
6 12 612 3151 3151
6 13 613 3245 3245
6 14 614 3349 3350
6 15 615 3465 3465
6 16 616 3594 3594
6 17 617 3736 3737
6 18 618 3895 3895
7 1 701 2640 2561
7 2 702 2673 2586
7 3 703 2709 2614
7 4 704 2749 2645
7 5 705 2793 2678
7 6 706 2841 2715
7 7 707 2893 2755
7 8 708 2951 2800
7 9 709 3014 2848
7 10 710 3084 2902
7 11 711 3160 2960
7 12 712 3255 3033
7 13 713 3360 3114
7 14 714 3477 3204
7 15 715 3607 3303
7 16 716 3751 3414
7 17 717 3911 3537
7 18 718 4089 3673
8 1 801 2671 2514
8 2 802 2707 2535
8 3 803 2747 2558
8 4 804 2790 2583
8 5 805 2838 2611
8 6 806 2890 2641
8 7 807 2948 2674
8 8 808 3011 2710
8 9 809 3080 2750
8 10 810 3156 2794
8 11 811 3239 2842
8 12 812 3342 2902
8 13 813 3457 2968
8 14 814 3585 3042
8 15 815 3727 3124
8 16 816 3884 3215
8 17 817 4059 3316
8 18 818 4253 3428
9 1 901 2696 2464
9 2 902 2734 2480
9 3 903 2777 2497
9 4 904 2823 2517
9 5 905 2874 2538
9 6 906 2930 2561
9 7 907 2991 2586
9 8 908 3058 2614
9 9 909 3132 2645
9 10 910 3213 2678
9 11 911 3302 2715
9 12 912 3412 2761
9 13 913 3535 2812
9 14 914 3671 2868
9 15 915 3822 2931
9 16 916 3990 3000
9 17 917 4177 3078
9 18 918 4384 3163
10 1 1001 2714 2411
10 2 1002 2754 2422
10 3 1003 2798 2434
10 4 1004 2847 2447
10 5 1005 2900 2461
10 6 1006 2958 2476
10 7 1007 3022 2494
10 8 1008 3093 2512
10 9 1009 3170 2533
10 10 1010 3254 2556
10 11 1011 3347 2581
10 12 1012 3463 2612
10 13 1013 3591 2646
10 14 1014 3733 2684
10 15 1015 3892 2727
10 16 1016 4067 2774
10 17 1017 4262 2826
10 18 1018 4479 2884
11 1 1101 2725 2356
11 2 1102 2766 2361
11 3 1103 2812 2367
11 4 1104 2861 2374
11 5 1105 2916 2381
11 6 1106 2976 2389
11 7 1107 3042 2398
11 8 1108 3114 2407
11 9 1109 3193 2418
11 10 1110 3280 2429
11 11 1111 3375 2442
11 12 1112 3494 2457
11 13 1113 3625 2474
11 14 1114 3771 2494
11 15 1115 3934 2515
11 16 1116 4114 2539
11 17 1117 4314 2565
11 18 1118 4536 2594
12 1 1201 2729 2300
12 2 1202 2770 2300
12 3 1203 2816 2300
12 4 1204 2866 2300
12 5 1205 2921 2300
12 6 1206 2982 2300
12 7 1207 3048 2300
12 8 1208 3121 2300
12 9 1209 3201 2300
12 10 1210 3288 2300
12 11 1211 3384 2300
12 12 1212 3504 2300
12 13 1213 3637 2300
12 14 1214 3784 2300
12 15 1215 3948 2300
12 16 1216 4130 2300
12 17 1217 4331 2300
12 18 1218 4556 2300
13 1 1301 2725 2244
13 2 1302 2766 2239
13 3 1303 2812 2233
13 4 1304 2861 2226
13 5 1305 2916 2219
13 6 1306 2976 2211
13 7 1307 3042 2202
13 8 1308 3114 2193
13 9 1309 3193 2182
13 10 1310 3280 2171
13 11 1311 3375 2158
13 12 1312 3494 2143
13 13 1313 3625 2126
13 14 1314 3771 2106
13 15 1315 3934 2085
13 16 1316 4114 2061
13 17 1317 4314 2035
13 18 1318 4536 2006
14 1 1401 2714 2189
14 2 1402 2754 2178
14 3 1403 2798 2166
14 4 1404 2847 2153
14 5 1405 2900 2139
14 6 1406 2958 2124
14 7 1407 3022 2106
14 8 1408 3093 2088
14 9 1409 3170 2067
14 10 1410 3254 2044
14 11 1411 3347 2019
14 12 1412 3463 1988
14 13 1413 3591 1954
14 14 1414 3733 1916
14 15 1415 3892 1873
14 16 1416 4067 1826
14 17 1417 4262 1774
14 18 1418 4479 1716
15 1 1501 2696 2136
15 2 1502 2734 2120
15 3 1503 2777 2103
15 4 1504 2823 2083
15 5 1505 2874 2062
15 6 1506 2930 2039
15 7 1507 2991 2014
15 8 1508 3058 1986
15 9 1509 3132 1955
15 10 1510 3213 1922
15 11 1511 3302 1885
15 12 1512 3412 1839
15 13 1513 3535 1788
15 14 1514 3671 1732
15 15 1515 3822 1669
15 16 1516 3990 1600
15 17 1517 4177 1522
15 18 1518 4384 1437
16 1 1601 2671 2086
16 2 1602 2707 2065
16 3 1603 2747 2042
16 4 1604 2790 2017
16 5 1605 2838 1989
16 6 1606 2890 1959
16 7 1607 2948 1926
16 8 1608 3011 1890
16 9 1609 3080 1850
16 10 1610 3156 1806
16 11 1611 3239 1758
16 12 1612 3342 1698
16 13 1613 3457 1632
16 14 1614 3585 1558
16 15 1615 3727 1476
16 16 1616 3884 1385
16 17 1617 4059 1284
16 18 1618 4253 1172
17 1 1701 2640 2039
17 2 1702 2673 2014
17 3 1703 2709 1986
17 4 1704 2749 1955
17 5 1705 2793 1922
17 6 1706 2841 1885
17 7 1707 2893 1845
17 8 1708 2951 1800
17 9 1709 3014 1752
17 10 1710 3084 1698
17 11 1711 3160 1640
17 12 1712 3255 1567
17 13 1713 3360 1486
17 14 1714 3477 1396
17 15 1715 3607 1297
17 16 1716 3751 1186
17 17 1717 3911 1063
17 18 1718 4089 927
18 1 1801 2603 1997
18 2 1802 2632 1967
18 3 1803 2665 1935
18 4 1804 2700 1900
18 5 1805 2739 1861
18 6 1806 2782 1818
18 7 1807 2829 1771
18 8 1808 2880 1720
18 9 1809 2937 1663
18 10 1810 2999 1601
18 11 1811 3067 1533
18 12 1812 3151 1449
18 13 1813 3245 1355
18 14 1814 3349 1250
18 15 1815 3465 1135
18 16 1816 3594 1006
18 17 1817 3736 863
18 18 1818 3895 705
19 1 1901 2561 1960
19 2 1902 2586 1927
19 3 1903 2614 1891
19 4 1904 2645 1851
19 5 1905 2678 1807
19 6 1906 2715 1759
19 7 1907 2755 1707
19 8 1908 2799 1649
19 9 1909 2848 1585
19 10 1910 2901 1516
19 11 1911 2960 1440
19 12 1912 3033 1345
19 13 1913 3113 1239
19 14 1914 3203 1122
19 15 1915 3303 993
19 16 1916 3414 848
19 17 1917 3536 688
19 18 1918 3673 510
20 1 2001 2514 1929
20 2 2002 2535 1893
20 3 2003 2558 1853
20 4 2004 2583 1810
20 5 2005 2610 1762
20 6 2006 2641 1710
20 7 2007 2674 1652
20 8 2008 2710 1589
20 9 2009 2750 1520
20 10 2010 2794 1444
20 11 2011 2842 1361
20 12 2012 2902 1257
20 13 2013 2968 1142
20 14 2014 3042 1015
20 15 2015 3124 873
20 16 2016 3214 715
20 17 2017 3315 541
20 18 2018 3427 346
21 1 2101 2464 1904
21 2 2102 2480 1866
21 3 2103 2497 1823
21 4 2104 2517 1777
21 5 2105 2538 1726
21 6 2106 2561 1670
21 7 2107 2586 1609
21 8 2108 2614 1542
21 9 2109 2644 1468
21 10 2110 2678 1387
21 11 2111 2715 1298
21 12 2112 2760 1188
21 13 2113 2811 1065
21 14 2114 2868 929
21 15 2115 2930 777
21 16 2116 3000 610
21 17 2117 3077 423
21 18 2118 3163 216
22 1 2201 2411 1886
22 2 2202 2422 1846
22 3 2203 2433 1802
22 4 2204 2446 1753
22 5 2205 2461 1700
22 6 2206 2476 1642
22 7 2207 2493 1577
22 8 2208 2512 1507
22 9 2209 2533 1430
22 10 2210 2555 1345
22 11 2211 2580 1253
22 12 2212 2611 1137
22 13 2213 2646 1009
22 14 2214 2684 866
22 15 2215 2726 708
22 16 2216 2773 533
22 17 2217 2825 338
22 18 2218 2883 121
23 1 2301 2356 1875
23 2 2302 2361 1834
23 3 2303 2367 1788
23 4 2304 2374 1739
23 5 2305 2381 1684
23 6 2306 2389 1624
23 7 2307 2397 1558
23 8 2308 2407 1486
23 9 2309 2417 1407
23 10 2310 2429 1320
23 11 2311 2441 1225
23 12 2312 2457 1106
23 13 2313 2474 975
23 14 2314 2493 829
23 15 2315 2515 666
23 16 2316 2538 486
23 17 2317 2565 286
23 18 2318 2594 64
24 1 2401 2300 1871
24 2 2402 2300 1830
24 3 2403 2300 1784
24 4 2404 2300 1734
24 5 2405 2300 1679
24 6 2406 2300 1618
24 7 2407 2300 1552
24 8 2408 2300 1479
24 9 2409 2300 1399
24 10 2410 2300 1312
24 11 2411 2300 1216
24 12 2412 2300 1096
24 13 2413 2300 963
24 14 2414 2300 816
24 15 2415 2299 652
24 16 2416 2299 470
24 17 2417 2299 269
24 18 2418 2299 44
25 1 2501 2244 1875
25 2 2502 2239 1834
25 3 2503 2233 1788
25 4 2504 2226 1739
25 5 2505 2219 1684
25 6 2506 2211 1624
25 7 2507 2203 1558
25 8 2508 2193 1486
25 9 2509 2183 1407
25 10 2510 2171 1320
25 11 2511 2159 1225
25 12 2512 2143 1106
25 13 2513 2126 975
25 14 2514 2107 829
25 15 2515 2085 666
25 16 2516 2062 486
25 17 2517 2035 286
25 18 2518 2006 64
26 1 2601 2189 1886
26 2 2602 2178 1846
26 3 2603 2167 1802
26 4 2604 2154 1753
26 5 2605 2139 1700
26 6 2606 2124 1642
26 7 2607 2107 1577
26 8 2608 2088 1507
26 9 2609 2067 1430
26 10 2610 2045 1345
26 11 2611 2020 1253
26 12 2612 1989 1137
26 13 2613 1954 1009
26 14 2614 1916 866
26 15 2615 1874 708
26 16 2616 1827 533
26 17 2617 1775 338
26 18 2618 1717 121
27 1 2701 2136 1904
27 2 2702 2120 1866
27 3 2703 2103 1823
27 4 2704 2083 1777
27 5 2705 2062 1726
27 6 2706 2039 1670
27 7 2707 2014 1609
27 8 2708 1986 1542
27 9 2709 1956 1468
27 10 2710 1922 1387
27 11 2711 1885 1298
27 12 2712 1840 1188
27 13 2713 1789 1065
27 14 2714 1732 929
27 15 2715 1670 777
27 16 2716 1600 610
27 17 2717 1523 423
27 18 2718 1437 216
28 1 2801 2086 1929
28 2 2802 2065 1893
28 3 2803 2042 1853
28 4 2804 2017 1810
28 5 2805 1990 1762
28 6 2806 1959 1710
28 7 2807 1926 1652
28 8 2808 1890 1589
28 9 2809 1850 1520
28 10 2810 1806 1444
28 11 2811 1758 1361
28 12 2812 1698 1257
28 13 2813 1632 1142
28 14 2814 1558 1015
28 15 2815 1476 873
28 16 2816 1386 715
28 17 2817 1285 541
28 18 2818 1173 346
29 1 2901 2039 1960
29 2 2902 2014 1927
29 3 2903 1986 1891
29 4 2904 1955 1851
29 5 2905 1922 1807
29 6 2906 1885 1759
29 7 2907 1845 1707
29 8 2908 1801 1649
29 9 2909 1752 1585
29 10 2910 1699 1516
29 11 2911 1640 1440
29 12 2912 1567 1345
29 13 2913 1487 1239
29 14 2914 1397 1122
29 15 2915 1297 993
29 16 2916 1186 848
29 17 2917 1064 688
29 18 2918 927 510
30 1 3001 1997 1997
30 2 3002 1968 1967
30 3 3003 1935 1935
30 4 3004 1900 1900
30 5 3005 1861 1861
30 6 3006 1818 1818
30 7 3007 1771 1771
30 8 3008 1720 1720
30 9 3009 1663 1663
30 10 3010 1601 1601
30 11 3011 1533 1533
30 12 3012 1449 1449
30 13 3013 1355 1355
30 14 3014 1251 1250
30 15 3015 1135 1135
30 16 3016 1006 1006
30 17 3017 864 863
30 18 3018 705 705
31 1 3101 1960 2039
31 2 3102 1927 2014
31 3 3103 1891 1986
31 4 3104 1851 1955
31 5 3105 1807 1922
31 6 3106 1759 1885
31 7 3107 1707 1845
31 8 3108 1649 1800
31 9 3109 1586 1752
31 10 3110 1516 1698
31 11 3111 1440 1640
31 12 3112 1345 1567
31 13 3113 1240 1486
31 14 3114 1123 1396
31 15 3115 993 1297
31 16 3116 849 1186
31 17 3117 689 1063
31 18 3118 511 927
32 1 3201 1929 2086
32 2 3202 1893 2065
32 3 3203 1853 2042
32 4 3204 1810 2017
32 5 3205 1762 1989
32 6 3206 1710 1959
32 7 3207 1652 1926
32 8 3208 1589 1890
32 9 3209 1520 1850
32 10 3210 1444 1806
32 11 3211 1361 1758
32 12 3212 1258 1698
32 13 3213 1143 1632
32 14 3214 1015 1558
32 15 3215 873 1476
32 16 3216 716 1385
32 17 3217 541 1284
32 18 3218 347 1172
33 1 3301 1904 2136
33 2 3302 1866 2120
33 3 3303 1823 2103
33 4 3304 1777 2083
33 5 3305 1726 2062
33 6 3306 1670 2039
33 7 3307 1609 2014
33 8 3308 1542 1986
33 9 3309 1468 1955
33 10 3310 1387 1922
33 11 3311 1298 1885
33 12 3312 1188 1839
33 13 3313 1065 1788
33 14 3314 929 1732
33 15 3315 778 1669
33 16 3316 610 1600
33 17 3317 423 1522
33 18 3318 216 1437
34 1 3401 1886 2189
34 2 3402 1846 2178
34 3 3403 1802 2166
34 4 3404 1753 2153
34 5 3405 1700 2139
34 6 3406 1642 2124
34 7 3407 1578 2106
34 8 3408 1507 2088
34 9 3409 1430 2067
34 10 3410 1346 2044
34 11 3411 1253 2019
34 12 3412 1137 1988
34 13 3413 1009 1954
34 14 3414 867 1916
34 15 3415 708 1873
34 16 3416 533 1826
34 17 3417 338 1774
34 18 3418 121 1716
35 1 3501 1875 2244
35 2 3502 1834 2239
35 3 3503 1788 2233
35 4 3504 1739 2226
35 5 3505 1684 2219
35 6 3506 1624 2211
35 7 3507 1558 2202
35 8 3508 1486 2193
35 9 3509 1407 2182
35 10 3510 1320 2171
35 11 3511 1225 2158
35 12 3512 1106 2143
35 13 3513 975 2126
35 14 3514 829 2106
35 15 3515 666 2085
35 16 3516 486 2061
35 17 3517 286 2035
35 18 3518 64 2006
36 1 3601 1871 2300
36 2 3602 1830 2300
36 3 3603 1784 2300
36 4 3604 1734 2300
36 5 3605 1679 2300
36 6 3606 1618 2300
36 7 3607 1552 2300
36 8 3608 1479 2300
36 9 3609 1399 2300
36 10 3610 1312 2300
36 11 3611 1216 2300
36 12 3612 1096 2300
36 13 3613 963 2300
36 14 3614 816 2300
36 15 3615 652 2300
36 16 3616 470 2300
36 17 3617 269 2300
36 18 3618 44 2300
37 1 3701 1875 2356
37 2 3702 1834 2361
37 3 3703 1788 2367
37 4 3704 1739 2374
37 5 3705 1684 2381
37 6 3706 1624 2389
37 7 3707 1558 2398
37 8 3708 1486 2407
37 9 3709 1407 2418
37 10 3710 1320 2429
37 11 3711 1225 2442
37 12 3712 1106 2457
37 13 3713 975 2474
37 14 3714 829 2494
37 15 3715 666 2515
37 16 3716 486 2539
37 17 3717 286 2565
37 18 3718 64 2594
38 1 3801 1886 2411
38 2 3802 1846 2422
38 3 3803 1802 2434
38 4 3804 1753 2447
38 5 3805 1700 2461
38 6 3806 1642 2476
38 7 3807 1578 2494
38 8 3808 1507 2512
38 9 3809 1430 2533
38 10 3810 1346 2556
38 11 3811 1253 2581
38 12 3812 1137 2612
38 13 3813 1009 2646
38 14 3814 867 2684
38 15 3815 708 2727
38 16 3816 533 2774
38 17 3817 338 2826
38 18 3818 121 2884
39 1 3901 1904 2464
39 2 3902 1866 2480
39 3 3903 1823 2497
39 4 3904 1777 2517
39 5 3905 1726 2538
39 6 3906 1670 2561
39 7 3907 1609 2586
39 8 3908 1542 2614
39 9 3909 1468 2645
39 10 3910 1387 2678
39 11 3911 1298 2715
39 12 3912 1188 2761
39 13 3913 1065 2812
39 14 3914 929 2868
39 15 3915 778 2931
39 16 3916 610 3000
39 17 3917 423 3078
39 18 3918 216 3163
40 1 4001 1929 2514
40 2 4002 1893 2535
40 3 4003 1853 2558
40 4 4004 1810 2583
40 5 4005 1762 2611
40 6 4006 1710 2641
40 7 4007 1652 2674
40 8 4008 1589 2710
40 9 4009 1520 2750
40 10 4010 1444 2794
40 11 4011 1361 2842
40 12 4012 1258 2902
40 13 4013 1143 2968
40 14 4014 1015 3042
40 15 4015 873 3124
40 16 4016 716 3215
40 17 4017 541 3316
40 18 4018 347 3428
41 1 4101 1960 2561
41 2 4102 1927 2586
41 3 4103 1891 2614
41 4 4104 1851 2645
41 5 4105 1807 2678
41 6 4106 1759 2715
41 7 4107 1707 2755
41 8 4108 1649 2800
41 9 4109 1586 2848
41 10 4110 1516 2902
41 11 4111 1440 2960
41 12 4112 1345 3033
41 13 4113 1240 3114
41 14 4114 1123 3204
41 15 4115 993 3303
41 16 4116 849 3414
41 17 4117 689 3537
41 18 4118 511 3673
42 1 4201 1997 2603
42 2 4202 1968 2633
42 3 4203 1935 2665
42 4 4204 1900 2700
42 5 4205 1861 2739
42 6 4206 1818 2782
42 7 4207 1771 2829
42 8 4208 1720 2880
42 9 4209 1663 2937
42 10 4210 1601 2999
42 11 4211 1533 3067
42 12 4212 1449 3151
42 13 4213 1355 3245
42 14 4214 1251 3350
42 15 4215 1135 3465
42 16 4216 1006 3594
42 17 4217 864 3737
42 18 4218 705 3895
43 1 4301 2039 2640
43 2 4302 2014 2673
43 3 4303 1986 2709
43 4 4304 1955 2749
43 5 4305 1922 2793
43 6 4306 1885 2841
43 7 4307 1845 2893
43 8 4308 1801 2951
43 9 4309 1752 3015
43 10 4310 1699 3084
43 11 4311 1640 3160
43 12 4312 1567 3255
43 13 4313 1487 3361
43 14 4314 1397 3478
43 15 4315 1297 3607
43 16 4316 1186 3752
43 17 4317 1064 3912
43 18 4318 927 4090
44 1 4401 2086 2671
44 2 4402 2065 2707
44 3 4403 2042 2747
44 4 4404 2017 2790
44 5 4405 1990 2838
44 6 4406 1959 2890
44 7 4407 1926 2948
44 8 4408 1890 3011
44 9 4409 1850 3080
44 10 4410 1806 3156
44 11 4411 1758 3239
44 12 4412 1698 3343
44 13 4413 1632 3458
44 14 4414 1558 3585
44 15 4415 1476 3727
44 16 4416 1386 3885
44 17 4417 1285 4059
44 18 4418 1173 4254
45 1 4501 2136 2696
45 2 4502 2120 2734
45 3 4503 2103 2777
45 4 4504 2083 2823
45 5 4505 2062 2874
45 6 4506 2039 2930
45 7 4507 2014 2991
45 8 4508 1986 3058
45 9 4509 1956 3132
45 10 4510 1922 3213
45 11 4511 1885 3302
45 12 4512 1840 3412
45 13 4513 1789 3535
45 14 4514 1732 3671
45 15 4515 1670 3823
45 16 4516 1600 3990
45 17 4517 1523 4177
45 18 4518 1437 4384
46 1 4601 2189 2714
46 2 4602 2178 2754
46 3 4603 2167 2798
46 4 4604 2154 2847
46 5 4605 2139 2900
46 6 4606 2124 2958
46 7 4607 2107 3023
46 8 4608 2088 3093
46 9 4609 2067 3170
46 10 4610 2045 3255
46 11 4611 2020 3347
46 12 4612 1989 3463
46 13 4613 1954 3591
46 14 4614 1916 3734
46 15 4615 1874 3892
46 16 4616 1827 4067
46 17 4617 1775 4262
46 18 4618 1717 4479
47 1 4701 2244 2725
47 2 4702 2239 2766
47 3 4703 2233 2812
47 4 4704 2226 2861
47 5 4705 2219 2916
47 6 4706 2211 2976
47 7 4707 2203 3042
47 8 4708 2193 3114
47 9 4709 2183 3193
47 10 4710 2171 3280
47 11 4711 2159 3375
47 12 4712 2143 3494
47 13 4713 2126 3625
47 14 4714 2107 3771
47 15 4715 2085 3934
47 16 4716 2062 4114
47 17 4717 2035 4314
47 18 4718 2006 4536
48 1 4801 2300 2729
48 2 4802 2300 2770
48 3 4803 2300 2816
48 4 4804 2300 2866
48 5 4805 2300 2921
48 6 4806 2300 2982
48 7 4807 2300 3048
48 8 4808 2300 3121
48 9 4809 2300 3201
48 10 4810 2300 3288
48 11 4811 2300 3384
48 12 4812 2300 3504
48 13 4813 2300 3637
48 14 4814 2300 3784
48 15 4815 2299 3948
48 16 4816 2299 4130
48 17 4817 2299 4331
48 18 4818 2299 4556
Nelder Plot Designs
West East
Xpost Ypost Xpost Ypost
North 0 180 180 180
South 0 0 180 0
Xoffset 230
Yoffset 230
Treesacre 1949 1619 1344 1117 927 770 640 531 441 367 304 247 200 163 132 107 87 70
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Spoke Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Spoke Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt
0 000 2300 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2299 3948 2299 4130 2299 4331 2299 4556 0 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 0 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556
1 750 2356 2725 2361 2766 2367 2812 2374 2861 2381 2916 2389 2976 2397 3042 2407 3114 2417 3193 2429 3280 2441 3375 2457 3494 2474 3625 2493 3771 2515 3934 2538 4114 2565 4314 2594 4536 1 2356 2361 2367 2374 2381 2389 2397 2407 2417 2429 2441 2457 2474 2493 2515 2538 2565 2594 1 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536
2 1500 2411 2714 2422 2754 2433 2798 2446 2847 2461 2900 2476 2958 2493 3023 2512 3093 2533 3170 2555 3255 2580 3347 2611 3463 2646 3591 2684 3734 2726 3892 2773 4067 2825 4262 2883 4479 2 2411 2422 2433 2446 2461 2476 2493 2512 2533 2555 2580 2611 2646 2684 2726 2773 2825 2883 2 2714 2754 2798 2847 2900 2958 3023 3093 3170 3255 3347 3463 3591 3734 3892 4067 4262 4479
3 2250 2464 2696 2480 2734 2497 2777 2517 2823 2538 2874 2561 2930 2586 2991 2614 3058 2644 3132 2678 3213 2715 3302 2760 3412 2811 3535 2868 3671 2930 3823 3000 3990 3077 4177 3163 4384 3 2464 2480 2497 2517 2538 2561 2586 2614 2644 2678 2715 2760 2811 2868 2930 3000 3077 3163 3 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3823 3990 4177 4384
4 3001 2514 2671 2535 2707 2558 2747 2583 2790 2610 2838 2641 2890 2674 2948 2710 3011 2750 3080 2794 3156 2842 3239 2902 3343 2968 3458 3042 3585 3124 3727 3214 3885 3315 4059 3427 4254 4 2514 2535 2558 2583 2610 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3214 3315 3427 4 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3343 3458 3585 3727 3885 4059 4254
5 3751 2561 2640 2586 2673 2614 2709 2645 2749 2678 2793 2715 2841 2755 2893 2799 2951 2848 3015 2901 3084 2960 3160 3033 3255 3113 3361 3203 3478 3303 3607 3414 3752 3536 3912 3673 4090 5 2561 2586 2614 2645 2678 2715 2755 2799 2848 2901 2960 3033 3113 3203 3303 3414 3536 3673 5 2640 2673 2709 2749 2793 2841 2893 2951 3015 3084 3160 3255 3361 3478 3607 3752 3912 4090
6 4501 2603 2603 2632 2633 2665 2665 2700 2700 2739 2739 2782 2782 2829 2829 2880 2880 2937 2937 2999 2999 3067 3067 3151 3151 3245 3245 3349 3350 3465 3465 3594 3594 3736 3737 3895 3895 6 2603 2632 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3349 3465 3594 3736 3895 6 2603 2633 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3350 3465 3594 3737 3895
7 5251 2640 2561 2673 2586 2709 2614 2749 2645 2793 2678 2841 2715 2893 2755 2951 2800 3014 2848 3084 2902 3160 2960 3255 3033 3360 3114 3477 3204 3607 3303 3751 3414 3911 3537 4089 3673 7 2640 2673 2709 2749 2793 2841 2893 2951 3014 3084 3160 3255 3360 3477 3607 3751 3911 4089 7 2561 2586 2614 2645 2678 2715 2755 2800 2848 2902 2960 3033 3114 3204 3303 3414 3537 3673
8 6001 2671 2514 2707 2535 2747 2558 2790 2583 2838 2611 2890 2641 2948 2674 3011 2710 3080 2750 3156 2794 3239 2842 3342 2902 3457 2968 3585 3042 3727 3124 3884 3215 4059 3316 4253 3428 8 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3342 3457 3585 3727 3884 4059 4253 8 2514 2535 2558 2583 2611 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3215 3316 3428
9 6751 2696 2464 2734 2480 2777 2497 2823 2517 2874 2538 2930 2561 2991 2586 3058 2614 3132 2645 3213 2678 3302 2715 3412 2761 3535 2812 3671 2868 3822 2931 3990 3000 4177 3078 4384 3163 9 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3822 3990 4177 4384 9 2464 2480 2497 2517 2538 2561 2586 2614 2645 2678 2715 2761 2812 2868 2931 3000 3078 3163
10 7502 2714 2411 2754 2422 2798 2434 2847 2447 2900 2461 2958 2476 3022 2494 3093 2512 3170 2533 3254 2556 3347 2581 3463 2612 3591 2646 3733 2684 3892 2727 4067 2774 4262 2826 4479 2884 10 2714 2754 2798 2847 2900 2958 3022 3093 3170 3254 3347 3463 3591 3733 3892 4067 4262 4479 10 2411 2422 2434 2447 2461 2476 2494 2512 2533 2556 2581 2612 2646 2684 2727 2774 2826 2884
11 8252 2725 2356 2766 2361 2812 2367 2861 2374 2916 2381 2976 2389 3042 2398 3114 2407 3193 2418 3280 2429 3375 2442 3494 2457 3625 2474 3771 2494 3934 2515 4114 2539 4314 2565 4536 2594 11 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536 11 2356 2361 2367 2374 2381 2389 2398 2407 2418 2429 2442 2457 2474 2494 2515 2539 2565 2594
12 9002 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2300 3948 2300 4130 2300 4331 2300 4556 2300 12 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556 12 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300
13 9752 2725 2244 2766 2239 2812 2233 2861 2226 2916 2219 2976 2211 3042 2202 3114 2193 3193 2182 3280 2171 3375 2158 3494 2143 3625 2126 3771 2106 3934 2085 4114 2061 4314 2035 4536 2006 13 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536 13 2244 2239 2233 2226 2219 2211 2202 2193 2182 2171 2158 2143 2126 2106 2085 2061 2035 2006
14 10502 2714 2189 2754 2178 2798 2166 2847 2153 2900 2139 2958 2124 3022 2106 3093 2088 3170 2067 3254 2044 3347 2019 3463 1988 3591 1954 3733 1916 3892 1873 4067 1826 4262 1774 4479 1716 14 2714 2754 2798 2847 2900 2958 3022 3093 3170 3254 3347 3463 3591 3733 3892 4067 4262 4479 14 2189 2178 2166 2153 2139 2124 2106 2088 2067 2044 2019 1988 1954 1916 1873 1826 1774 1716
15 11252 2696 2136 2734 2120 2777 2103 2823 2083 2874 2062 2930 2039 2991 2014 3058 1986 3132 1955 3213 1922 3302 1885 3412 1839 3535 1788 3671 1732 3822 1669 3990 1600 4177 1522 4384 1437 15 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3822 3990 4177 4384 15 2136 2120 2103 2083 2062 2039 2014 1986 1955 1922 1885 1839 1788 1732 1669 1600 1522 1437
16 12002 2671 2086 2707 2065 2747 2042 2790 2017 2838 1989 2890 1959 2948 1926 3011 1890 3080 1850 3156 1806 3239 1758 3342 1698 3457 1632 3585 1558 3727 1476 3884 1385 4059 1284 4253 1172 16 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3342 3457 3585 3727 3884 4059 4253 16 2086 2065 2042 2017 1989 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1385 1284 1172
17 12753 2640 2039 2673 2014 2709 1986 2749 1955 2793 1922 2841 1885 2893 1845 2951 1800 3014 1752 3084 1698 3160 1640 3255 1567 3360 1486 3477 1396 3607 1297 3751 1186 3911 1063 4089 927 17 2640 2673 2709 2749 2793 2841 2893 2951 3014 3084 3160 3255 3360 3477 3607 3751 3911 4089 17 2039 2014 1986 1955 1922 1885 1845 1800 1752 1698 1640 1567 1486 1396 1297 1186 1063 927
18 13503 2603 1997 2632 1967 2665 1935 2700 1900 2739 1861 2782 1818 2829 1771 2880 1720 2937 1663 2999 1601 3067 1533 3151 1449 3245 1355 3349 1250 3465 1135 3594 1006 3736 863 3895 705 18 2603 2632 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3349 3465 3594 3736 3895 18 1997 1967 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1250 1135 1006 863 705
19 14253 2561 1960 2586 1927 2614 1891 2645 1851 2678 1807 2715 1759 2755 1707 2799 1649 2848 1585 2901 1516 2960 1440 3033 1345 3113 1239 3203 1122 3303 993 3414 848 3536 688 3673 510 19 2561 2586 2614 2645 2678 2715 2755 2799 2848 2901 2960 3033 3113 3203 3303 3414 3536 3673 19 1960 1927 1891 1851 1807 1759 1707 1649 1585 1516 1440 1345 1239 1122 993 848 688 510
20 15003 2514 1929 2535 1893 2558 1853 2583 1810 2610 1762 2641 1710 2674 1652 2710 1589 2750 1520 2794 1444 2842 1361 2902 1257 2968 1142 3042 1015 3124 873 3214 715 3315 541 3427 346 20 2514 2535 2558 2583 2610 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3214 3315 3427 20 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1257 1142 1015 873 715 541 346
21 15753 2464 1904 2480 1866 2497 1823 2517 1777 2538 1726 2561 1670 2586 1609 2614 1542 2644 1468 2678 1387 2715 1298 2760 1188 2811 1065 2868 929 2930 777 3000 610 3077 423 3163 216 21 2464 2480 2497 2517 2538 2561 2586 2614 2644 2678 2715 2760 2811 2868 2930 3000 3077 3163 21 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 777 610 423 216
22 16503 2411 1886 2422 1846 2433 1802 2446 1753 2461 1700 2476 1642 2493 1577 2512 1507 2533 1430 2555 1345 2580 1253 2611 1137 2646 1009 2684 866 2726 708 2773 533 2825 338 2883 121 22 2411 2422 2433 2446 2461 2476 2493 2512 2533 2555 2580 2611 2646 2684 2726 2773 2825 2883 22 1886 1846 1802 1753 1700 1642 1577 1507 1430 1345 1253 1137 1009 866 708 533 338 121
23 17253 2356 1875 2361 1834 2367 1788 2374 1739 2381 1684 2389 1624 2397 1558 2407 1486 2417 1407 2429 1320 2441 1225 2457 1106 2474 975 2493 829 2515 666 2538 486 2565 286 2594 64 23 2356 2361 2367 2374 2381 2389 2397 2407 2417 2429 2441 2457 2474 2493 2515 2538 2565 2594 23 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64
24 18004 2300 1871 2300 1830 2300 1784 2300 1734 2300 1679 2300 1618 2300 1552 2300 1479 2300 1399 2300 1312 2300 1216 2300 1096 2300 963 2300 816 2299 652 2299 470 2299 269 2299 44 24 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 24 1871 1830 1784 1734 1679 1618 1552 1479 1399 1312 1216 1096 963 816 652 470 269 44
25 18754 2244 1875 2239 1834 2233 1788 2226 1739 2219 1684 2211 1624 2203 1558 2193 1486 2183 1407 2171 1320 2159 1225 2143 1106 2126 975 2107 829 2085 666 2062 486 2035 286 2006 64 25 2244 2239 2233 2226 2219 2211 2203 2193 2183 2171 2159 2143 2126 2107 2085 2062 2035 2006 25 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64
26 19504 2189 1886 2178 1846 2167 1802 2154 1753 2139 1700 2124 1642 2107 1577 2088 1507 2067 1430 2045 1345 2020 1253 1989 1137 1954 1009 1916 866 1874 708 1827 533 1775 338 1717 121 26 2189 2178 2167 2154 2139 2124 2107 2088 2067 2045 2020 1989 1954 1916 1874 1827 1775 1717 26 1886 1846 1802 1753 1700 1642 1577 1507 1430 1345 1253 1137 1009 866 708 533 338 121
27 20254 2136 1904 2120 1866 2103 1823 2083 1777 2062 1726 2039 1670 2014 1609 1986 1542 1956 1468 1922 1387 1885 1298 1840 1188 1789 1065 1732 929 1670 777 1600 610 1523 423 1437 216 27 2136 2120 2103 2083 2062 2039 2014 1986 1956 1922 1885 1840 1789 1732 1670 1600 1523 1437 27 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 777 610 423 216
28 21004 2086 1929 2065 1893 2042 1853 2017 1810 1990 1762 1959 1710 1926 1652 1890 1589 1850 1520 1806 1444 1758 1361 1698 1257 1632 1142 1558 1015 1476 873 1386 715 1285 541 1173 346 28 2086 2065 2042 2017 1990 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1386 1285 1173 28 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1257 1142 1015 873 715 541 346
29 21754 2039 1960 2014 1927 1986 1891 1955 1851 1922 1807 1885 1759 1845 1707 1801 1649 1752 1585 1699 1516 1640 1440 1567 1345 1487 1239 1397 1122 1297 993 1186 848 1064 688 927 510 29 2039 2014 1986 1955 1922 1885 1845 1801 1752 1699 1640 1567 1487 1397 1297 1186 1064 927 29 1960 1927 1891 1851 1807 1759 1707 1649 1585 1516 1440 1345 1239 1122 993 848 688 510
30 22505 1997 1997 1968 1967 1935 1935 1900 1900 1861 1861 1818 1818 1771 1771 1720 1720 1663 1663 1601 1601 1533 1533 1449 1449 1355 1355 1251 1250 1135 1135 1006 1006 864 863 705 705 30 1997 1968 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1251 1135 1006 864 705 30 1997 1967 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1250 1135 1006 863 705
31 23255 1960 2039 1927 2014 1891 1986 1851 1955 1807 1922 1759 1885 1707 1845 1649 1800 1586 1752 1516 1698 1440 1640 1345 1567 1240 1486 1123 1396 993 1297 849 1186 689 1063 511 927 31 1960 1927 1891 1851 1807 1759 1707 1649 1586 1516 1440 1345 1240 1123 993 849 689 511 31 2039 2014 1986 1955 1922 1885 1845 1800 1752 1698 1640 1567 1486 1396 1297 1186 1063 927
32 24005 1929 2086 1893 2065 1853 2042 1810 2017 1762 1989 1710 1959 1652 1926 1589 1890 1520 1850 1444 1806 1361 1758 1258 1698 1143 1632 1015 1558 873 1476 716 1385 541 1284 347 1172 32 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1258 1143 1015 873 716 541 347 32 2086 2065 2042 2017 1989 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1385 1284 1172
33 24755 1904 2136 1866 2120 1823 2103 1777 2083 1726 2062 1670 2039 1609 2014 1542 1986 1468 1955 1387 1922 1298 1885 1188 1839 1065 1788 929 1732 778 1669 610 1600 423 1522 216 1437 33 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 778 610 423 216 33 2136 2120 2103 2083 2062 2039 2014 1986 1955 1922 1885 1839 1788 1732 1669 1600 1522 1437
34 25505 1886 2189 1846 2178 1802 2166 1753 2153 1700 2139 1642 2124 1578 2106 1507 2088 1430 2067 1346 2044 1253 2019 1137 1988 1009 1954 867 1916 708 1873 533 1826 338 1774 121 1716 34 1886 1846 1802 1753 1700 1642 1578 1507 1430 1346 1253 1137 1009 867 708 533 338 121 34 2189 2178 2166 2153 2139 2124 2106 2088 2067 2044 2019 1988 1954 1916 1873 1826 1774 1716
35 26255 1875 2244 1834 2239 1788 2233 1739 2226 1684 2219 1624 2211 1558 2202 1486 2193 1407 2182 1320 2171 1225 2158 1106 2143 975 2126 829 2106 666 2085 486 2061 286 2035 64 2006 35 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64 35 2244 2239 2233 2226 2219 2211 2202 2193 2182 2171 2158 2143 2126 2106 2085 2061 2035 2006
36 27005 1871 2300 1830 2300 1784 2300 1734 2300 1679 2300 1618 2300 1552 2300 1479 2300 1399 2300 1312 2300 1216 2300 1096 2300 963 2300 816 2300 652 2300 470 2300 269 2300 44 2300 36 1871 1830 1784 1734 1679 1618 1552 1479 1399 1312 1216 1096 963 816 652 470 269 44 36 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300
37 27756 1875 2356 1834 2361 1788 2367 1739 2374 1684 2381 1624 2389 1558 2398 1486 2407 1407 2418 1320 2429 1225 2442 1106 2457 975 2474 829 2494 666 2515 486 2539 286 2565 64 2594 37 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64 37 2356 2361 2367 2374 2381 2389 2398 2407 2418 2429 2442 2457 2474 2494 2515 2539 2565 2594
38 28506 1886 2411 1846 2422 1802 2434 1753 2447 1700 2461 1642 2476 1578 2494 1507 2512 1430 2533 1346 2556 1253 2581 1137 2612 1009 2646 867 2684 708 2727 533 2774 338 2826 121 2884 38 1886 1846 1802 1753 1700 1642 1578 1507 1430 1346 1253 1137 1009 867 708 533 338 121 38 2411 2422 2434 2447 2461 2476 2494 2512 2533 2556 2581 2612 2646 2684 2727 2774 2826 2884
39 29256 1904 2464 1866 2480 1823 2497 1777 2517 1726 2538 1670 2561 1609 2586 1542 2614 1468 2645 1387 2678 1298 2715 1188 2761 1065 2812 929 2868 778 2931 610 3000 423 3078 216 3163 39 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 778 610 423 216 39 2464 2480 2497 2517 2538 2561 2586 2614 2645 2678 2715 2761 2812 2868 2931 3000 3078 3163
40 30006 1929 2514 1893 2535 1853 2558 1810 2583 1762 2611 1710 2641 1652 2674 1589 2710 1520 2750 1444 2794 1361 2842 1258 2902 1143 2968 1015 3042 873 3124 716 3215 541 3316 347 3428 40 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1258 1143 1015 873 716 541 347 40 2514 2535 2558 2583 2611 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3215 3316 3428
41 30756 1960 2561 1927 2586 1891 2614 1851 2645 1807 2678 1759 2715 1707 2755 1649 2800 1586 2848 1516 2902 1440 2960 1345 3033 1240 3114 1123 3204 993 3303 849 3414 689 3537 511 3673 41 1960 1927 1891 1851 1807 1759 1707 1649 1586 1516 1440 1345 1240 1123 993 849 689 511 41 2561 2586 2614 2645 2678 2715 2755 2800 2848 2902 2960 3033 3114 3204 3303 3414 3537 3673
42 31506 1997 2603 1968 2633 1935 2665 1900 2700 1861 2739 1818 2782 1771 2829 1720 2880 1663 2937 1601 2999 1533 3067 1449 3151 1355 3245 1251 3350 1135 3465 1006 3594 864 3737 705 3895 42 1997 1968 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1251 1135 1006 864 705 42 2603 2633 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3350 3465 3594 3737 3895
43 32256 2039 2640 2014 2673 1986 2709 1955 2749 1922 2793 1885 2841 1845 2893 1801 2951 1752 3015 1699 3084 1640 3160 1567 3255 1487 3361 1397 3478 1297 3607 1186 3752 1064 3912 927 4090 43 2039 2014 1986 1955 1922 1885 1845 1801 1752 1699 1640 1567 1487 1397 1297 1186 1064 927 43 2640 2673 2709 2749 2793 2841 2893 2951 3015 3084 3160 3255 3361 3478 3607 3752 3912 4090
44 33007 2086 2671 2065 2707 2042 2747 2017 2790 1990 2838 1959 2890 1926 2948 1890 3011 1850 3080 1806 3156 1758 3239 1698 3343 1632 3458 1558 3585 1476 3727 1386 3885 1285 4059 1173 4254 44 2086 2065 2042 2017 1990 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1386 1285 1173 44 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3343 3458 3585 3727 3885 4059 4254
45 33757 2136 2696 2120 2734 2103 2777 2083 2823 2062 2874 2039 2930 2014 2991 1986 3058 1956 3132 1922 3213 1885 3302 1840 3412 1789 3535 1732 3671 1670 3823 1600 3990 1523 4177 1437 4384 45 2136 2120 2103 2083 2062 2039 2014 1986 1956 1922 1885 1840 1789 1732 1670 1600 1523 1437 45 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3823 3990 4177 4384
46 34507 2189 2714 2178 2754 2167 2798 2154 2847 2139 2900 2124 2958 2107 3023 2088 3093 2067 3170 2045 3255 2020 3347 1989 3463 1954 3591 1916 3734 1874 3892 1827 4067 1775 4262 1717 4479 46 2189 2178 2167 2154 2139 2124 2107 2088 2067 2045 2020 1989 1954 1916 1874 1827 1775 1717 46 2714 2754 2798 2847 2900 2958 3023 3093 3170 3255 3347 3463 3591 3734 3892 4067 4262 4479
47 35257 2244 2725 2239 2766 2233 2812 2226 2861 2219 2916 2211 2976 2203 3042 2193 3114 2183 3193 2171 3280 2159 3375 2143 3494 2126 3625 2107 3771 2085 3934 2062 4114 2035 4314 2006 4536 47 2244 2239 2233 2226 2219 2211 2203 2193 2183 2171 2159 2143 2126 2107 2085 2062 2035 2006 47 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536
48 36007 2300 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2299 3948 2299 4130 2299 4331 2299 4556 48 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 48 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556
Nelder Plot Designs
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt
0 000 -00 429 -00 470 -00 516 -00 566 -00 621 -00 682 -00 748 -00 821 -00 901 -00 988 -00 1084 -00 1204 -00 1337 -00 1484 -01 1648 -01 1830 -01 2031 -01 2256
1 750 56 425 61 466 67 512 74 561 81 616 89 676 97 742 107 814 117 893 129 980 141 1075 157 1194 174 1325 193 1471 215 1634 238 1814 265 2014 294 2236
2 1500 111 414 122 454 133 498 146 547 161 600 176 658 193 723 212 793 233 870 255 955 280 1047 311 1163 346 1291 384 1434 426 1592 473 1767 525 1962 583 2179
3 2250 164 396 180 434 197 477 217 523 238 574 261 630 286 691 314 758 344 832 378 913 415 1002 460 1112 511 1235 568 1371 630 1523 700 1690 777 1877 863 2084
4 3001 214 371 235 407 258 447 283 490 310 538 341 590 374 648 410 711 450 780 494 856 542 939 602 1043 668 1158 742 1285 824 1427 914 1585 1015 1759 1127 1954
5 3751 261 340 286 373 314 409 345 449 378 493 415 541 455 593 499 651 548 715 601 784 660 860 733 955 813 1061 903 1178 1003 1307 1114 1452 1236 1612 1373 1790
6 4501 303 303 332 333 365 365 400 400 439 439 482 482 529 529 580 580 637 637 699 699 767 767 851 851 945 945 1049 1050 1165 1165 1294 1294 1436 1437 1595 1595
7 5251 340 261 373 286 409 314 449 345 493 378 541 415 593 455 651 500 714 548 784 602 860 660 955 733 1060 814 1177 904 1307 1003 1451 1114 1611 1237 1789 1373
8 6001 371 214 407 235 447 258 490 283 538 311 590 341 648 374 711 410 780 450 856 494 939 542 1042 602 1157 668 1285 742 1427 824 1584 915 1759 1016 1953 1128
9 6751 396 164 434 180 477 197 523 217 574 238 630 261 691 286 758 314 832 345 913 378 1002 415 1112 461 1235 512 1371 568 1522 631 1690 700 1877 778 2084 863
10 7502 414 111 454 122 498 134 547 147 600 161 658 176 722 194 793 212 870 233 954 256 1047 281 1163 312 1291 346 1433 384 1592 427 1767 474 1962 526 2179 584
11 8252 425 56 466 61 512 67 561 74 616 81 676 89 742 98 814 107 893 118 980 129 1075 142 1194 157 1325 174 1471 194 1634 215 1814 239 2014 265 2236 294
12 9002 429 00 470 00 516 00 566 00 621 00 682 00 748 00 821 00 901 00 988 00 1084 00 1204 00 1337 00 1484 00 1648 00 1830 00 2031 00 2256 00
13 9752 425 -56 466 -61 512 -67 561 -74 616 -81 676 -89 742 -98 814 -107 893 -118 980 -129 1075 -142 1194 -157 1325 -174 1471 -194 1634 -215 1814 -239 2014 -265 2236 -294
14 10502 414 -111 454 -122 498 -134 547 -147 600 -161 658 -176 722 -194 793 -212 870 -233 954 -256 1047 -281 1163 -312 1291 -346 1433 -384 1592 -427 1767 -474 1962 -526 2179 -584
15 11252 396 -164 434 -180 477 -197 523 -217 574 -238 630 -261 691 -286 758 -314 832 -345 913 -378 1002 -415 1112 -461 1235 -512 1371 -568 1522 -631 1690 -700 1877 -778 2084 -863
16 12002 371 -214 407 -235 447 -258 490 -283 538 -311 590 -341 648 -374 711 -410 780 -450 856 -494 939 -542 1042 -602 1157 -668 1285 -742 1427 -824 1584 -915 1759 -1016 1953 -1128
17 12753 340 -261 373 -286 409 -314 449 -345 493 -378 541 -415 593 -455 651 -500 714 -548 784 -602 860 -660 955 -733 1060 -814 1177 -904 1307 -1003 1451 -1114 1611 -1237 1789 -1373
18 13503 303 -303 332 -333 365 -365 400 -400 439 -439 482 -482 529 -529 580 -580 637 -637 699 -699 767 -767 851 -851 945 -945 1049 -1050 1165 -1165 1294 -1294 1436 -1437 1595 -1595
19 14253 261 -340 286 -373 314 -409 345 -449 378 -493 415 -541 455 -593 499 -651 548 -715 601 -784 660 -860 733 -955 813 -1061 903 -1178 1003 -1307 1114 -1452 1236 -1612 1373 -1790
20 15003 214 -371 235 -407 258 -447 283 -490 310 -538 341 -590 374 -648 410 -711 450 -780 494 -856 542 -939 602 -1043 668 -1158 742 -1285 824 -1427 914 -1585 1015 -1759 1127 -1954
21 15753 164 -396 180 -434 197 -477 217 -523 238 -574 261 -630 286 -691 314 -758 344 -832 378 -913 415 -1002 460 -1112 511 -1235 568 -1371 630 -1523 700 -1690 777 -1877 863 -2084
22 16503 111 -414 122 -454 133 -498 146 -547 161 -600 176 -658 193 -723 212 -793 233 -870 255 -955 280 -1047 311 -1163 346 -1291 384 -1434 426 -1592 473 -1767 525 -1962 583 -2179
23 17253 56 -425 61 -466 67 -512 74 -561 81 -616 89 -676 97 -742 107 -814 117 -893 129 -980 141 -1075 157 -1194 174 -1325 193 -1471 215 -1634 238 -1814 265 -2014 294 -2236
24 18004 -00 -429 -00 -470 -00 -516 -00 -566 -00 -621 -00 -682 -00 -748 -00 -821 -00 -901 -00 -988 -00 -1084 -00 -1204 -00 -1337 -00 -1484 -01 -1648 -01 -1830 -01 -2031 -01 -2256
25 18754 -56 -425 -61 -466 -67 -512 -74 -561 -81 -616 -89 -676 -97 -742 -107 -814 -117 -893 -129 -980 -141 -1075 -157 -1194 -174 -1325 -193 -1471 -215 -1634 -238 -1814 -265 -2014 -294 -2236
26 19504 -111 -414 -122 -454 -133 -498 -146 -547 -161 -600 -176 -658 -193 -723 -212 -793 -233 -870 -255 -955 -280 -1047 -311 -1163 -346 -1291 -384 -1434 -426 -1592 -473 -1767 -525 -1962 -583 -2179
27 20254 -164 -396 -180 -434 -197 -477 -217 -523 -238 -574 -261 -630 -286 -691 -314 -758 -344 -832 -378 -913 -415 -1002 -460 -1112 -511 -1235 -568 -1371 -630 -1523 -700 -1690 -777 -1877 -863 -2084
28 21004 -214 -371 -235 -407 -258 -447 -283 -490 -310 -538 -341 -590 -374 -648 -410 -711 -450 -780 -494 -856 -542 -939 -602 -1043 -668 -1158 -742 -1285 -824 -1427 -914 -1585 -1015 -1759 -1127 -1954
29 21754 -261 -340 -286 -373 -314 -409 -345 -449 -378 -493 -415 -541 -455 -593 -499 -651 -548 -715 -601 -784 -660 -860 -733 -955 -813 -1061 -903 -1178 -1003 -1307 -1114 -1452 -1236 -1612 -1373 -1790
30 22505 -303 -303 -332 -333 -365 -365 -400 -400 -439 -439 -482 -482 -529 -529 -580 -580 -637 -637 -699 -699 -767 -767 -851 -851 -945 -945 -1049 -1050 -1165 -1165 -1294 -1294 -1436 -1437 -1595 -1595
31 23255 -340 -261 -373 -286 -409 -314 -449 -345 -493 -378 -541 -415 -593 -455 -651 -500 -714 -548 -784 -602 -860 -660 -955 -733 -1060 -814 -1177 -904 -1307 -1003 -1451 -1114 -1611 -1237 -1789 -1373
32 24005 -371 -214 -407 -235 -447 -258 -490 -283 -538 -311 -590 -341 -648 -374 -711 -410 -780 -450 -856 -494 -939 -542 -1042 -602 -1157 -668 -1285 -742 -1427 -824 -1584 -915 -1759 -1016 -1953 -1128
33 24755 -396 -164 -434 -180 -477 -197 -523 -217 -574 -238 -630 -261 -691 -286 -758 -314 -832 -345 -913 -378 -1002 -415 -1112 -461 -1235 -512 -1371 -568 -1522 -631 -1690 -700 -1877 -778 -2084 -863
34 25505 -414 -111 -454 -122 -498 -134 -547 -147 -600 -161 -658 -176 -722 -194 -793 -212 -870 -233 -954 -256 -1047 -281 -1163 -312 -1291 -346 -1433 -384 -1592 -427 -1767 -474 -1962 -526 -2179 -584
35 26255 -425 -56 -466 -61 -512 -67 -561 -74 -616 -81 -676 -89 -742 -98 -814 -107 -893 -118 -980 -129 -1075 -142 -1194 -157 -1325 -174 -1471 -194 -1634 -215 -1814 -239 -2014 -265 -2236 -294
36 27005 -429 00 -470 00 -516 00 -566 00 -621 00 -682 00 -748 00 -821 00 -901 00 -988 00 -1084 00 -1204 00 -1337 00 -1484 00 -1648 00 -1830 00 -2031 00 -2256 00
37 27756 -425 56 -466 61 -512 67 -561 74 -616 81 -676 89 -742 98 -814 107 -893 118 -980 129 -1075 142 -1194 157 -1325 174 -1471 194 -1634 215 -1814 239 -2014 265 -2236 294
38 28506 -414 111 -454 122 -498 134 -547 147 -600 161 -658 176 -722 194 -793 212 -870 233 -954 256 -1047 281 -1163 312 -1291 346 -1433 384 -1592 427 -1767 474 -1962 526 -2179 584
39 29256 -396 164 -434 180 -477 197 -523 217 -574 238 -630 261 -691 286 -758 314 -832 345 -913 378 -1002 415 -1112 461 -1235 512 -1371 568 -1522 631 -1690 700 -1877 778 -2084 863
40 30006 -371 214 -407 235 -447 258 -490 283 -538 311 -590 341 -648 374 -711 410 -780 450 -856 494 -939 542 -1042 602 -1157 668 -1285 742 -1427 824 -1584 915 -1759 1016 -1953 1128
41 30756 -340 261 -373 286 -409 314 -449 345 -493 378 -541 415 -593 455 -651 500 -714 548 -784 602 -860 660 -955 733 -1060 814 -1177 904 -1307 1003 -1451 1114 -1611 1237 -1789 1373
42 31506 -303 303 -332 333 -365 365 -400 400 -439 439 -482 482 -529 529 -580 580 -637 637 -699 699 -767 767 -851 851 -945 945 -1049 1050 -1165 1165 -1294 1294 -1436 1437 -1595 1595
43 32256 -261 340 -286 373 -314 409 -345 449 -378 493 -415 541 -455 593 -499 651 -548 715 -601 784 -660 860 -733 955 -813 1061 -903 1178 -1003 1307 -1114 1452 -1236 1612 -1373 1790
44 33007 -214 371 -235 407 -258 447 -283 490 -310 538 -341 590 -374 648 -410 711 -450 780 -494 856 -542 939 -602 1043 -668 1158 -742 1285 -824 1427 -914 1585 -1015 1759 -1127 1954
45 33757 -164 396 -180 434 -197 477 -217 523 -238 574 -261 630 -286 691 -314 758 -344 832 -378 913 -415 1002 -460 1112 -511 1235 -568 1371 -630 1523 -700 1690 -777 1877 -863 2084
46 34507 -111 414 -122 454 -133 498 -146 547 -161 600 -176 658 -193 723 -212 793 -233 870 -255 955 -280 1047 -311 1163 -346 1291 -384 1434 -426 1592 -473 1767 -525 1962 -583 2179
47 35257 -56 425 -61 466 -67 512 -74 561 -81 616 -89 676 -97 742 -107 814 -117 893 -129 980 -141 1075 -157 1194 -174 1325 -193 1471 -215 1634 -238 1814 -265 2014 -294 2236
48 36007 -00 429 -00 470 -00 516 -00 566 -00 621 -00 682 -00 748 -00 821 -00 901 -00 988 -00 1084 -00 1204 -00 1337 -00 1484 -01 1648 -01 1830 -01 2031 -01 2256
Nelder Plot Designs
of Arcs 16 MinDens 247 per hect
Rectangularity 141 MaxDens 4000 per hect
Rate of Change 10972664521
Angle between Spokes 01309260715 First 130619356715
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
Spoke Treeshec 4816 4000 3322 2759 2292 1904 1581 1313 1091 906 752 610 495 402 326 264 214 174
Area (sqm) 208 250 301 362 436 525 633 762 917 1104 1329 1639 2020 2490 3070 3785 4666 5752
Side (m) 144 158 173 190 209 229 251 276 303 332 365 405 449 499 554 615 683 758
7502 Radius (m) 1306 1433 1573 1726 1893 2078 2280 2501 2745 3012 3305 3669 4074 4523 5022 5577 6192 6875
Radius (feet) 429 470 516 566 621 682 748 821 901 988 1084 1204 1337 1484 1648 1830 2031 2256
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt
0 00 4285 000 4702 000 5160 000 5661 000 6212 000 6816 000 7479 000 8207 000 9005 000 9881 000 10842 000 12038 000 13366 000 14841 000 16478 000 18296 000 20314 000 22555 000
1 75 4249 559 4662 614 5115 674 5613 739 6159 811 6758 890 7415 976 8137 1071 8928 1176 9796 1290 10749 1415 11935 1572 13252 1745 14714 1937 16337 2151 18139 2389 20140 2652 22362 2945
2 150 4139 1109 4542 1217 4984 1336 5468 1466 6000 1608 6584 1765 7224 1936 7927 2125 8698 2331 9544 2558 10473 2807 11628 3116 12911 3460 14335 3842 15916 4266 17672 4736 19622 5259 21786 5839
3 225 3959 1640 4344 1800 4767 1975 5230 2167 5739 2378 6297 2609 6910 2863 7582 3141 8319 3447 9129 3782 10016 4150 11121 4608 12348 5116 13711 5680 15223 6307 16903 7003 18767 7775 20838 8633
4 300 3711 2143 4072 2352 4468 2580 4903 2831 5380 3107 5903 3409 6477 3740 7107 4104 7798 4503 8557 4941 9389 5422 10425 6020 11575 6684 12852 7422 14270 8241 15844 9150 17592 10159 19532 11280
5 375 3400 2609 3730 2863 4093 3142 4491 3447 4928 3782 5407 4150 5933 4554 6510 4997 7144 5483 7838 6016 8601 6601 9550 7330 10603 8138 11773 9036 13072 10033 14514 11140 16115 12369 17892 13733
6 450 3030 3031 3324 3326 3648 3649 4003 4004 4392 4393 4819 4821 5288 5290 5802 5804 6367 6369 6986 6988 7665 7668 8511 8514 9450 9453 10492 10496 11650 11654 12935 12939 14362 14367 15946 15952
7 525 2608 3400 2862 3731 3140 4094 3446 4492 3781 4929 4149 5409 4552 5935 4995 6512 5481 7145 6014 7840 6599 8603 7327 9552 8135 10606 9032 11776 10029 13075 11135 14517 12364 16119 13727 17897
8 600 2142 3712 2350 4073 2579 4469 2830 4904 3105 5381 3407 5904 3738 6478 4102 7108 4501 7800 4939 8558 5419 9391 6017 10427 6681 11577 7418 12854 8236 14272 9145 15847 10153 17595 11274 19536
9 675 1639 3960 1798 4345 1973 4767 2165 5231 2376 5740 2607 6298 2861 6911 3139 7583 3444 8320 3779 9130 4147 10018 4604 11123 5112 12350 5676 13712 6302 15225 6998 16905 7769 18770 8627 20840
10 750 1108 4140 1216 4542 1334 4984 1464 5469 1606 6001 1762 6585 1934 7225 2122 7928 2328 8699 2555 9545 2803 10473 3113 11629 3456 12912 3837 14336 4261 15918 4731 17674 5253 19623 5832 21788
11 825 558 4249 612 4662 672 5116 737 5613 809 6159 888 6758 974 7416 1069 8137 1173 8928 1287 9797 1412 10750 1568 11936 1741 13252 1933 14714 2146 16338 2383 18140 2646 20141 2938 22363
12 900181 -001 4285 -001 4702 -002 5160 -002 5661 -002 6212 -002 6816 -002 7479 -003 8207 -003 9005 -003 9881 -003 10842 -004 12038 -004 13366 -005 14841 -005 16478 -006 18296 -006 20314 -007 22555
Treesacre 1949 1619 1344 1117 927 770 640 531 441 367 304 247 200 163 132 107 87 70
Acres 015 018 022 026 031 037 044 053 063 075 090 110 135 166 204 250 307 378
6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6
8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8
11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11
14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14
17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17
19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19
25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25
28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28
31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31
Page 2: Systematic Planting Designs for Assessing the Controls of

Outline

bull Use of Planting Trials in Forestry

bull Understanding Nelder Plots

bull Analytical Challenges

bull Example from South Dakotabull Density Effects on Size and Growthbull Lessons learned in assessing drought

resistance and resilience

Use of Planting Trials in ForestryCompetitionldquoWhen the immediate supply of a single factor necessary for growth falls below the combined demands of the individual plants competition beginsrdquo

~ Clements (Donald CM 1963 Competition among crop and pasture plants Adv Agron 15 1-118)

Use of Planting Trials in ForestryBlock Replicated Experimentsbull There is extensive literature about

the use of block replicated spacing studies

bull Guiding many silvicultural systems in western forests

400 TPH

800 TPH

Use of Planting Trials in ForestryBlock Replicated Experimentsbull These approaches utilize an area based approach to define

the sampling unit (ie each block is 1 sample)bull This study of 2 species

bull ~5 acres per block setbull 6 replicatesbull 12 densitiesbull 110 trees in each

6 x 12 x 110 = 7920 trees to track

~30 acres invested

Add a second species double everything

Understanding Nelder PlotsIndividual Focused ndash Systematic Experimentsbull John Nelder ndash a British Statistician trying to identify

ideal agricultural plant spacingbull Nelder JA 1962 New kinds of systematic designs for spacing

experiments Biometrics 18 283-307

bull Proposed 5 designs for varying spacing and rectangularity

Ia Ib Ic Id II

Density Rectangularity Both Both Both

Understanding Nelder PlotsIndividual Focused ndash Systematic Experimentsbull The Ia design has been the most widely adapted for

forestry applicationsIa

Density

bull Maintains rectangularity at ~11 while varying spacing

bull Each tree along a spoke represents a different density

bull Each spoke represents a replicatebull While this shows one quadrant these are

commonly installed as full circles

Individual Focused ndash Systematic Experiments

Understanding Nelder Plots

bull Full plots can be divided to investigate site prep species providence etc

bull Effects are separated by guard spokes

bull Density is maintained by guard archesbull This scenario produces 4

replicates of 9 densitiesbull Depending on spacing this could

take as little as 1 acre

bull Multiple plots could be used to investigate across site index

Individual Focused ndash Systematic Experiments

Understanding Nelder Plots

bull Example of mixed species planting for assessing intra-species competition

14 densities5 replicates0325 acres

625 ndash 25267 TPH

Individual Focused ndash Systematic Experiments

Understanding NelderPlots

bull Replicated Douglas-fir plots in Oregonbull Done with a modified Nelder Ia design

Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots

000

200

400

600

800

1000

1200

1400

1600

1800

0 5 10 15 20 25 30 35

Age (years)

Dia

met

er (i

nche

s)

DF 17DF 16DF 15DF 14DF 13DF 12DF 11DF 10DF 9DF 8DF 7DF 6DF 5DF 4DF 3DF 2DF 1

36 years old16 Densities48 Replicates

5 plots

Chart7

DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Diameter (inches)
Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
08879221451
088441858
08840087766
09021935304
09432154464
09894118788
10184185902
10272518345
10237903437
10032543518
0963510934
09260855676
09127484432
09179795184
09274672257
09449261647
09722764851
23582445146
23471941558
23594257372
2387346104
24194343964
24587560745
24935491371
24885572688
24322481268
23456399305
22311432468
20953457902
19796119405
18960065573
18353704902
18269409618
18731288925
52386478781
5209638449
52085542777
51971245275
51293513843
50162237233
48630849638
46339642433
43397526122
40337054028
37221136636
34149934861
31617716346
2966501578
28325916798
28417702315
29868715123
80356163346
78611346984
76720923034
74209859711
70800039827
67094971887
6319145007
58621133795
53758850954
49288905519
44973181312
40836102132
37636928623
35281322894
33756388063
34425716206
37061887307
102727386361
99643186647
95588245945
90452563203
8452301835
7854674068
72454622878
6600447733
60019483865
55140563529
50652427931
4631372927
42942650898
4041041084
38729215793
39659416724
42987790716
116965575263
112481683669
106637238298
99649357798
92003879643
8469050307
7780974203
71040201554
64803125364
59569475142
54951362753
5061620616
4693302392
43971315138
42293400094
43837433222
48038239757
146847752901
139454491639
129749989232
118919470297
10801175212
9856446837
90748900902
83270642161
76038922306
70222015501
65731878119
61587521242
57835233432
55141469348
54308806423
56567049368
61019669569
156963206704
148536553635
13755958162
125408285759
113383859011
103345973707
95309580573
87625280868
80516230661
75620598051
72158581102
6804304435
63835221826
61711997118
62338599962
65091907145
68519620887
165340219651
156059149201
14414212317
131501047574
119310334103
108926449997
10028826524
91981296568
84611105449
80175431209
7753197576
7363065886
68647071345
655423052
66051246095
69618692409
73971146986

Design

Design

70
87
107
132
163
200
247
304
367
441
531
640
770
927
1117
1344
1619
1949
Nelder Plot Design - Arc TreesAcreDimensions in feet

Plot Center

Plot Square

Plot Square

70
87
107
132
163
200
247
304
367
441
531
640
770
927
1117
1344
1619
1949
Nelder Research Plot DesignTrees per Acre in each Arc

TreeList

DoH

DoH

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
8333 Dbh(Ht-45)
Douglas-fir DbhHeight Ratios (cmm) at 31 YearsNewton amp Cole Nelder Plots

Height

GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
8333 Dbh(Ht-45)
Grand fir DbhHeight Ratios (cmm) at 31 YearsNewton amp Cole Nelder Plots

Dbh

Douglas-fir
Grand Fir
Arc Position
8333 Dbh(Ht-45)
Douglas-fir and Grand fir - DbhHeight Ratios (cmm)Newton amp Cole Nelder Plots

DoH_Arc

DoH_Arc

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
Height (feet)
Douglas-fir Heights (feet) - Msmt at 31 YearsNewton amp Cole Nelder Plots

Htt_Arc

GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
Height (feet)
Grand fir Heights (feet) - Msmt at 31 YearsNewton amp Cole Nelder Plots

Dbh_Arc

Grand Fir
Douglas-fir
Arc Position
Height (feet)
Douglas-fir and Grand fir - Heights at 31 YearsNewton amp Cole Nelder Plots

Vol_Arc

Vol_Arc

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
Dbh (inches)
Douglas-fir Dbh - Msmt at 31 YearsNewton amp Cole Nelder Plots
GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
Dbh (inches)
Grand fir Dbh - Msmt at 31 YearsNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc Position
Dbh (inches)
Douglas-fir and Grand fir - Dbh at 31 YearsNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
8333 Dbh(Ht-45)
Douglas-fir DbhHeight Ratios (cmm) by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
8333 Dbh(Ht-45)
Grand fir DbhHeight Ratios (cmm) by Age and ArcNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Age (years)
8333 Dbh(Ht-45)
Douglas-fir and Grand fir - DbhHeight Ratios (cmm)Newton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Height (feet)
Douglas-fir Heights by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Height (feet)
Grand fir Heights by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Total Height (feet)
Douglas-fir and Grand fir - HeightsNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Competitive Stress Index (density level)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Initial Dbh (Height-45) (cmm)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Competitive Stress Index (density level)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Diameter (inches)
Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Diameter (inches)
Grand fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Diameter BH (inches)
Douglas-fir and Grand fir - Dbh by AgeNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
Height Increment (feet)
Douglas-fir and Grand fir - Height Increment by DensityNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Hinc Sinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
Dbh Increment (inches)
Douglas-fir and Grand fir - Dbh Increment by DensityNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Dinc Sinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Hinc Tinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Dinc Tinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Competitive Stress Index (density level)
Hinc Tinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Competitive Stress Index (density level)
Dinc Tinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Cubic feet Tree
Douglas-fir - Tree Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Cubic feet Tree
Grand fir - Tree Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Total Cubic feet Tree
Douglas-fir and Grand fir - Tree Cubic Volume by AgeNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Cubic feet Acre
Douglas-fir - Stand Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Cubic feet Acre
Grand fir - Stand Cubic Volume by Age and ArcNewton amp Cole Nelder Plots

Analytical Challenges

8 trees

8 trees

Block Replicated Experimentsbull Independent blocks representing density

levels with sets of blocks creating replicationbull Randomizing block arrangements ensures their

independence and allows us to meet common analysis assumptions

bull Designed for analysis of variance for deriving inference (ie ANOVA and linear regression)

bull Each set of blocks represents a single sample

Analytical ChallengesIndividual Focused ndash Systematic Experimentbull Each arch represents a density level with trees in the arch

creating replicationbull Since there is no way to randomize this we donrsquot meet the assumptions

for analysis of variance

bull Designed for model-based inference approachesbull Each spoke provides a single sample for each density level

Black Hills Nelder Plots

bull ponderosa pinebull 21 acres per plotbull 16 densitiesbull 52 spokes 24 replicatesbull 2 ndash site preparations

Photo Curtesy of Mike Battaglia RMRS

1 year after planting

Photo Curtesy of Mike Battaglia RMRS

Study Designbull 3 ndash Nelder Ia design plots at SI of 50-60bull Planted in 1969 with 2 year old seedlings

bull Implemented by Charles Boldt of Rocky Mountain Forest and Range Experiment Station USDA Forest Service

bull Spacing from 3x3 ft to 19x19 ftbull Or 4808 to 118 trees per acre

bull Each plot has 24 replicates of each spacing and treatmentbull 2304 possible sample trees each time step

bull Inventories of DBH and height at agesbull 3 6 8 9 11 and 12 then again at age 45bull Increment cores collected from 3 trees at each

density in each plot ndash 144 cores

Half Plot Schematic

Plot Locations in the Black Hillrsquos Experimental Forest

45 year after planting

Objectives amp Methods

ObjectivesHow does spacing and site preparation impact tree size and growth incrementDoes FVS accurately represent small tree growthHow does spacing impact growth during drought periods

Methodsbull Trees filtered for alive local neighborhoodsbull Tree size ndash DBH and heightbull Growth increment - Periodic Annual Basal Area

Increment per treebull Compared against bareground FVS simulationsbull Increment cores to evaluate growth during droughts

Results

Spacingbull Optimal spacing increases with agebull This informs the timing of thinning to

capture growth

USDA FS ndash Black Hills Experimental Forest Virtual Tour

12 years old25 years old

24rdquo68rdquo

Results

Site Preparationbull The effect of spacing is

overwhelmed by grass competition

Herbicide and Tilling 12rdquo Scalps

Photo Curtesy of Mike Battaglia RMRS

Plantation Age 12

ImplicationsSilviculturebull Informing the

timing of thinningWood Qualitybull Impacts on wood

density and knotsGrowth amp Yieldbull Validatingrefining

modeling of tree growth

3rsquo x 3rsquo 7rsquo x 7rsquo 12rsquo x 12rsquo 17rsquo x 17rsquo SpacingRelative Size at Age 45

Herbicide and Tilling

Growth Rate12rdquo Scalps

USDA FS ndash Black Hills Experimental Forest

Virtual Tour No significant treatment effect at age 45

Validating FVSDirect evaluation of Central Rockies variant small tree growth modelbull Bareground simulations at 50 55 and 60

for site indexbull Treelist output at age 3 6 9 and 12

Initiating Bareground Simulations

Year 12 of Bareground Simulations

Photo Curtesy of Mike Battaglia RMRS

Direct Evaluation of FVS BiasDBHbull Underprediction that gets worse with agebull Under accounts for the effect of site index in small treesbull Under accounts for the effect of densitybull Good reason to incorporate site preparation into FVS

DBH Bias at Age 12bull Scalped ndash FVS biasrsquos

were -8 -42 and -86 for SI of 50 55 and 60 respectively

bull Herbicide ndash FVS biasrsquos were -167 -179 and -231 for SI of 50 55 and 60 respectively

Direct Evaluation of FVS BiasHeightbull Generally capture the rate of height growthbull Under accounts for the effect of planting densitybull Under accounts for the effect of site index in small treesbull Good reason to incorporate site preparation into FVS

Height Bias at Age 12bull Scalped ndash FVS biasrsquos

were +7 -8 and -39 for SI of 50 55 and 60 respectively

bull Herbicide ndash FVS biass were -48 -57 and -97 for SI of 50 55 and 60 respectively

Further analysis will evaluate model drift

Evaluating Drought Impact on GrowthCompetition impact on resistance resilience to drought

=119861119861119861119861119861119861119889119889119889119889119889119889119889119889119889119889119889119889119861119861119861119861119861119861119901119901119889119889119901119901

=119861119861119861119861119861119861119901119901119901119901119901119901119901119901119861119861119861119861119861119861119901119901119889119889119901119901

Resilience

bull Competition evaluated as relative stand density index (r-SDI)

Trees Per Acre

1985 Drought 2002 Droughtn DBH (in) r-SDI n DBH (in) r-SDI

120 7 29 (10) 003 8 74 (17) 015

195 8 24 (13) 004 8 60 (13) 017

316 7 29 (13) 009 8 60 (11) 028

512 7 19 (06) 007 8 49 (09) 032

830 9 22 (11) 016 9 46 (12) 049

1347 8 16 (06) 014 8 37 (08) 056

2185 8 17 (07) 028 8 37 (06) 089

3551 7 15 (07) 035 8 30 (07) 102

Resistance

bull Droughts identified as periods of PDSI below -25

Mean PDSI -33

Mean PDSI -28

Only showing 8 of 16 densities

Evaluating Drought Impact on GrowthCompetition impact on resistance resilience to droughtbull Strong density dependent

response during 1985 eventbull Many trees above 1 meaning

accelerating growth

bull No significant effect during 2002 eventbull Most trees below 1 meaning

reduced growth

Similar responses have been seen to these droughts in other datasets

But the 1985 drought was more severe so what is going on

Evaluating Drought Impact on GrowthStand development stage impact on resistance resilience researchbull Density dependent growth research makes it

clear that trees follow a sigmoidal curvebull First drought occurred during the up swing of the

sigmoidal curvebull Second drought occurred afterwhile trees began

declining on the sigmoidal curve

bull This provides similar resistanceresilience values to those observed

FVS Bareground Simulations

FVS Simulated Values

Acknowledgements

Jonah Rampini ndash UndergraduateSam Chaplin ndash Undergraduate Mike Battaglia ndash RMRS Seth Ex ndash CSU Chad Hoffman ndash CSU Questions

  • Systematic Planting Designs for Assessing the Controls of Forest Density on Growth
  • Outline
  • Use of Planting Trials in Forestry
  • Use of Planting Trials in Forestry
  • Use of Planting Trials in Forestry
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Analytical Challenges
  • Analytical Challenges
  • Black Hills Nelder Plots
  • Slide Number 14
  • Study Design
  • Plot Locations in the Black Hillrsquos Experimental Forest
  • Objectives amp Methods
  • Results
  • Results
  • Growth Rate
  • Validating FVS
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
00625 025 0375 025 00625 Cubic foot Volumes
6 8 11 14 17 19 25 28 31 Plantation Age Cubic Volume per Acre by Plantation Age
Species Arc Aveage Dbh 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 Tpa 6 8 11 14 17 19 25 28 31
DF 1 405 002 011 046 095 159 225 482 618 787 002 010 042 084 140 196 432 582 732 1949 0 0 0 0 0 0 0 0 0
DF 2 274 001 008 030 058 095 129 312 496 609 002 010 037 073 121 167 381 541 667 1619 0 0 0 0 0 0 0 0 0
DF 3 305 002 009 037 066 110 150 363 529 628 001 010 037 071 119 161 362 514 622 1344 0 0 0 0 0 0 0 0 0
DF 4 335 001 010 041 081 138 182 366 479 567 001 010 041 079 132 179 384 516 633 1117 0 0 0 0 0 0 0 0 0
DF 5 354 001 011 047 089 147 202 424 528 688 001 011 048 091 152 209 432 564 715 927 0 0 0 0 0 0 0 0 0
DF 6 386 001 012 053 100 166 238 490 658 851 001 013 057 110 181 247 497 653 837 770 0 0 0 0 0 0 0 0 6448
DF 7 449 002 015 071 141 226 298 576 783 1007 002 014 068 136 220 295 572 742 936 640 0 0 0 0 0 0 0 4746 5989
DF 8 483 002 016 081 165 262 344 644 785 949 002 016 081 165 262 350 658 819 1006 531 0 0 0 0 0 0 3496 4347 5341
DF 9 520 002 017 091 189 293 401 731 868 1044 002 017 094 198 313 417 780 937 1131 441 0 0 0 0 0 0 3441 4131 4990
DF 10 578 002 019 109 236 372 492 954 1127 1346 002 018 107 236 382 505 942 1118 1349 367 0 0 0 0 0 1853 3456 4103 4953
DF 11 645 002 018 122 285 478 621 1130 1353 1652 002 018 117 274 462 608 1117 1322 1608 304 0 0 0 0 1403 1848 3397 4019 4888
DF 12 680 002 017 120 298 528 699 1252 1461 1780 002 017 123 306 540 718 1315 1551 1898 247 0 0 0 0 1335 1774 3247 3832 4687
DF 13 748 001 016 129 340 624 837 1543 1817 2260 001 016 126 337 622 845 1577 1872 2281 200 0 0 0 675 1245 1690 3154 3743 4562
DF 14 803 001 015 129 369 701 977 1876 2249 2685 001 015 128 367 708 987 1909 2295 2775 163 0 0 0 598 1155 1608 3112 3741 4523
DF 15 877 001 015 131 405 823 1172 2331 2849 3422 001 015 127 389 786 1125 2269 2764 3340 132 0 0 0 513 1038 1484 2996 3649 4409
DF 16 895 001 013 119 382 816 1194 2535 3106 3780 001 014 126 407 854 1252 2630 3235 3938 107 0 0 0 436 914 1340 2814 3462 4213
DF 17 972 001 015 131 446 955 1442 3133 3897 4790 001 015 128 428 912 1363 2933 3634 4452 87 0 0 0 372 794 1186 2552 3161 3873
GF 1 362 001 006 030 062 118 189 370 416 590 001 006 026 054 107 166 338 386 555 1949 0 0 0 0 0 0 0 0 0
GF 2 236 001 005 018 038 081 110 263 307 454 001 005 023 047 098 146 306 368 538 1619 0 0 0 0 0 0 0 0 0
GF 3 257 001 005 020 041 097 146 286 368 572 001 005 021 044 098 143 298 392 569 1344 0 0 0 0 0 0 0 0 0
GF 4 280 001 006 024 050 110 157 318 487 641 001 005 024 049 106 154 327 450 637 1117 0 0 0 0 0 0 0 0 0
GF 5 290 001 005 025 052 101 156 359 469 699 001 006 029 060 121 177 389 525 726 927 0 0 0 0 0 0 0 0 0
GF 6 368 001 007 038 079 157 212 483 621 806 001 007 035 076 146 216 482 640 863 770 0 0 0 0 0 0 0 0 6647
GF 7 410 001 008 042 094 167 275 589 792 1063 001 007 040 092 176 262 586 785 1052 640 0 0 0 0 0 0 0 5027 6731
GF 8 439 001 007 041 101 214 305 708 985 1290 001 007 046 110 206 299 671 903 1227 531 0 0 0 0 0 0 3561 4792 6514
GF 9 479 001 008 054 132 225 312 718 925 1370 001 008 054 135 246 342 746 993 1355 441 0 0 0 0 0 0 3289 4379 5975
GF 10 532 001 009 066 168 296 397 774 1041 1350 001 009 063 164 301 409 864 1133 1502 367 0 0 0 0 0 0 3171 4158 5511
GF 11 607 001 010 073 198 389 525 1111 1441 1834 001 009 067 184 353 482 1027 1317 1701 304 0 0 0 0 0 1464 3121 4004 5170
GF 12 613 001 007 063 186 368 511 1156 1431 1818 001 008 065 193 391 546 1193 1496 1932 247 0 0 0 0 0 1349 2947 3695 4772
GF 13 663 001 007 062 202 433 613 1318 1612 2166 001 007 060 195 424 614 1379 1722 2228 200 0 0 0 0 848 1228 2758 3444 4456
GF 14 728 001 006 056 199 474 723 1664 2097 2657 001 006 053 187 441 672 1584 2011 2569 163 0 0 0 0 719 1095 2582 3277 4188
GF 15 746 000 005 042 163 428 691 1767 2330 2917 001 006 045 169 435 699 1767 2283 2888 132 0 0 0 0 574 922 2332 3013 3812
GF 16 774 001 005 036 143 405 690 1867 2390 3016 001 005 040 154 426 718 1942 2544 3228 107 0 0 0 0 456 768 2078 2722 3454
GF 17 818 001 006 040 149 440 773 2228 2990 3844 001 006 039 149 430 747 2109 2799 3579 87 0 0 0 0 374 650 1835 2435 3114
Douglas-fir 571 001 014 087 220 406 565 1126 1388 1697
Grand Fir 506 001 007 043 121 265 399 940 1218 1593
00625 025 0375 025 00625 Plantation Dbh
6 8 11 14 17 19 25 28 31 Plantation Age Dbh and Height Growth for Period 11 to 17 (six years) Dbh and Height Growth for Period 19 to 25 (six years)
Species Arc Aveage Dbh 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 Dbh Inc Htt Inc Rdinc Rhinc Tpa CSI_11 DoH_11 Dbh Inc Htt Inc Rdinc Rhinc Tpa CSI_19 DoH_19
DF 1 405 100 193 315 397 463 520 651 712 772 097 187 299 371 430 480 610 685 740 131 1504 0562 0773 1949 337 1266 130 1637 0587 0889 1949 605 1013
DF 2 274 091 174 260 310 354 389 516 627 671 094 183 284 344 397 438 566 651 696 112 1591 0481 0818 1619 265 1211 127 1695 0576 0920 1619 446 0900
DF 3 305 094 181 280 327 374 409 540 624 656 093 184 283 338 387 423 543 623 661 104 1688 0445 0868 1344 219 1197 120 1748 0544 0949 1344 354 0835
DF 4 335 091 191 296 357 413 444 540 598 624 092 190 297 353 404 440 551 617 655 107 1768 0460 0909 1117 192 1235 112 1773 0505 0963 1117 309 0838
DF 5 354 091 196 314 372 422 462 573 620 675 091 198 316 376 429 469 578 638 686 113 1819 0485 0935 927 171 1297 109 1790 0493 0972 927 279 0872
DF 6 386 089 205 333 394 449 500 614 684 744 093 210 341 408 463 506 616 680 736 122 1848 0521 0949 770 156 1376 110 1808 0496 0982 770 256 0925
DF 7 449 098 229 377 459 516 554 662 740 803 096 223 372 450 507 550 657 722 775 134 1873 0575 0962 640 144 1469 108 1818 0488 0987 640 237 0990
DF 8 483 101 234 404 492 551 591 694 741 779 100 235 403 493 551 596 702 756 802 148 1894 0634 0973 531 132 1573 107 1829 0482 0993 531 220 1062
DF 9 520 105 243 430 529 587 640 742 781 819 102 243 434 538 600 648 760 805 846 166 1909 0712 0981 441 120 1686 112 1848 0508 1003 441 205 1148
DF 10 578 101 254 469 589 657 706 840 881 921 103 249 463 586 660 710 833 876 920 197 1938 0842 0996 367 109 1799 122 1858 0553 1009 367 194 1250
DF 11 645 105 252 495 643 736 786 914 965 1019 102 249 486 632 725 778 907 953 1003 238 1980 1020 1017 304 96 1897 129 1847 0585 1002 304 183 1361
DF 12 680 100 245 497 664 779 839 965 1006 1058 099 246 502 671 785 847 986 1033 1089 284 2011 1215 1033 247 81 1986 139 1828 0628 0992 247 167 1481
DF 13 748 094 242 519 712 848 919 1076 1127 1195 094 242 513 708 845 920 1080 1134 1193 332 2027 1423 1041 200 68 2069 160 1821 0724 0988 200 152 1616
DF 14 803 089 238 522 745 902 994 1184 1248 1302 090 239 520 742 905 996 1189 1254 1315 385 2034 1648 1045 163 56 2128 193 1830 0872 0994 163 139 1757
DF 15 877 087 237 525 781 978 1089 1318 1399 1462 088 236 521 767 956 1066 1297 1376 1441 435 2042 1863 1049 132 46 2163 231 1852 1046 1005 132 124 1886
DF 16 895 089 230 512 770 982 1109 1381 1469 1545 088 235 521 786 996 1125 1395 1485 1561 475 2057 2036 1057 107 37 2183 270 1876 1220 1018 107 109 1987
DF 17 972 089 238 528 818 1048 1199 1514 1622 1710 089 236 524 804 1027 1170 1468 1570 1653 503 2076 2156 1067 87 30 2188 299 1895 1352 1029 87 94 2049
GF 1 362 073 156 267 344 413 479 634 688 738 073 152 252 323 390 444 585 633 689 138 1532 0565 0753 1949 279 1233 141 873 0521 0388 1949 546 0943
GF 2 236 072 143 217 277 334 359 474 504 570 073 148 236 302 367 411 529 578 642 131 1711 0536 0841 1619 217 1197 118 1296 0438 0576 1619 411 0846
GF 3 257 074 144 224 285 357 401 486 541 627 072 147 232 294 361 401 502 564 631 129 1854 0528 0911 1344 177 1200 100 1595 0371 0708 1344 331 0802
GF 4 280 070 153 247 309 381 421 512 619 659 071 151 243 306 372 414 515 590 654 129 1901 0529 0934 1117 154 1247 100 1731 0372 0769 1117 287 0814
GF 5 290 070 152 250 313 366 415 535 596 677 071 158 263 329 394 439 552 625 689 131 1907 0538 0937 927 139 1308 113 1841 0419 0818 927 256 0850
GF 6 368 070 172 295 367 444 480 609 669 722 073 168 287 361 428 479 604 674 738 141 1936 0576 0951 770 128 1381 125 1960 0463 0871 770 238 0904
GF 7 410 079 180 315 397 456 532 658 738 806 076 174 310 395 467 524 658 737 803 157 1984 0645 0975 640 116 1478 134 2070 0496 0919 640 223 0972
GF 8 439 077 170 319 423 517 570 722 823 886 078 177 331 430 506 561 701 786 861 175 2013 0717 0990 531 103 1585 140 2166 0517 0962 531 203 1039
GF 9 479 081 181 357 468 531 579 724 795 907 081 183 356 471 549 599 736 820 900 193 2022 0789 0994 441 94 1684 137 2224 0506 0988 441 184 1107
GF 10 532 084 196 389 519 598 641 749 835 894 082 192 382 514 603 652 786 868 942 220 2040 0902 1002 367 85 1777 135 2253 0499 1001 367 172 1196
GF 11 607 084 204 411 564 683 738 889 974 1037 081 194 397 548 656 710 857 935 1002 259 2054 1062 1010 304 74 1870 146 2292 0542 1018 304 161 1308
GF 12 613 076 182 393 561 681 743 917 981 1045 077 189 397 569 699 764 929 1000 1072 302 2045 1236 1005 247 60 1954 165 2323 0611 1032 247 144 1433
GF 13 663 073 187 397 594 747 820 988 1048 1142 073 182 390 580 736 816 1004 1077 1155 346 2035 1418 1000 200 48 2013 188 2321 0694 1031 200 129 1560
GF 14 728 070 174 379 589 778 884 1106 1192 1267 069 174 374 577 760 863 1084 1171 1249 386 2031 1583 0998 163 37 2058 221 2315 0818 1028 163 113 1684
GF 15 746 061 161 349 557 766 893 1159 1275 1345 067 168 355 561 769 894 1158 1261 1336 414 2005 1695 0986 132 28 2115 263 2320 0975 1030 132 97 1804
GF 16 774 072 166 332 537 764 910 1210 1312 1387 069 168 343 546 772 918 1224 1341 1421 430 1966 1761 0966 107 22 2157 306 2319 1131 1030 107 81 1907
GF 17 818 072 174 343 540 786 955 1315 1460 1555 071 171 340 540 780 940 1279 1411 1500 439 1943 1798 0955 87 18 2155 339 2312 1256 1027 87 68 1969
Douglas-fir 571 095 222 416 550 650 715 866 932 986
Grand Fir 506 074 170 323 450 565 636 805 885 957
00625 025 0375 025 00625 Plantation Heights
6 8 11 14 17 19 25 28 31 Plantation Age
Species Arc Total Of Height 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 10m Site Smooth 10mReg Smooth Tpa CSI_14 DoH_14 10m Site Tinc 11-17 Tinc 19-25
DF 1 3428 919 1503 2439 3155 3884 4354 5961 6388 6914 916 1492 2416 3159 3920 4403 6041 6489 7000 704 725 98 95 1949 436 1140 867 1946 1842
DF 2 2793 908 1460 2346 3146 3969 4467 6141 6608 7078 912 1487 2406 3184 3997 4511 6206 6694 7201 754 764 92 91 1619 331 1049 867 1946 1842
DF 3 3178 912 1505 2443 3243 4120 4689 6519 7121 7638 903 1490 2423 3238 4111 4669 6417 6928 7466 844 804 84 88 1344 268 1009 867 1946 1842
DF 4 3421 890 1494 2450 3312 4241 4847 6568 7029 7625 890 1492 2452 3301 4221 4822 6595 7088 7690 809 825 89 87 1117 235 1031 867 1946 1842
DF 5 3530 870 1487 2482 3362 4328 4961 6767 7195 7907 877 1493 2481 3355 4300 4933 6723 7207 7871 835 839 88 87 927 211 1080 867 1946 1842
DF 6 3680 864 1490 2491 3377 4322 4999 6822 7358 8043 875 1502 2518 3416 4366 5012 6820 7336 8027 867 854 86 87 770 194 1147 867 1946 1842
DF 7 3959 890 1534 2592 3519 4460 5085 6888 7482 8182 880 1515 2561 3485 4434 5077 6894 7432 8130 863 860 88 88 640 182 1235 867 1946 1842
DF 8 4172 885 1520 2597 3561 4524 5157 6992 7487 8192 882 1522 2587 3531 4481 5123 6952 7474 8176 855 859 90 90 531 170 1333 867 1946 1842
DF 9 4222 874 1518 2590 3531 4467 5128 6954 7442 8144 882 1522 2594 3550 4503 5153 7001 7507 8213 852 862 91 90 441 159 1445 867 1946 1842
DF 10 4313 886 1530 2593 3559 4519 5173 7088 7606 8315 881 1517 2596 3564 4535 5187 7045 7554 8270 881 869 88 89 367 149 1569 867 1946 1842
DF 11 4483 887 1512 2620 3611 4622 5268 7084 7604 8335 870 1494 2587 3572 4566 5215 7062 7576 8313 870 872 89 89 304 136 1687 867 1946 1842
DF 12 4491 841 1448 2548 3548 4560 5207 7048 7556 8325 847 1454 2555 3553 4566 5214 7042 7558 8317 873 872 89 89 247 120 1802 867 1946 1842
DF 13 4502 820 1404 2511 3521 4543 5192 6988 7500 8293 823 1415 2516 3520 4543 5195 7016 7545 8311 867 876 88 87 200 105 1922 867 1946 1842
DF 14 4493 800 1386 2476 3482 4514 5175 7005 7565 8302 808 1388 2485 3487 4519 5177 7007 7562 8322 889 887 85 86 163 92 2037 867 1946 1842
DF 15 4525 804 1374 2482 3470 4513 5179 7030 7624 8385 800 1369 2456 3456 4498 5161 7013 7590 8349 905 900 83 84 132 78 2127 867 1946 1842
DF 16 4404 786 1328 2383 3382 4435 5089 6963 7543 8301 800 1368 2439 3445 4496 5168 7044 7633 8408 906 912 83 82 107 65 2187 867 1946 1842
DF 17 4570 814 1409 2464 3495 4552 5254 7160 7762 8577 806 1386 2445 3465 4521 5208 7103 7698 8496 929 922 81 82 87 55 2221 867 1946 1842
GF 1 2911 775 1300 2204 2733 3609 4312 4827 4600 5672 773 1285 2152 2686 3683 4375 5248 5156 6205 407 538 144 109 1949 370 1205 1003 2035 2251
GF 2 2551 775 1254 2030 2566 3807 4454 6129 6324 7320 765 1266 2095 2652 3805 4496 5793 5873 6904 818 701 71 82 1619 284 1142 1003 2035 2251
GF 3 2740 741 1244 2063 2658 4010 4753 6351 6592 7615 752 1251 2063 2668 3918 4622 6217 6437 7472 857 821 68 71 1344 229 1106 1003 2035 2251
GF 4 2895 750 1254 2060 2741 3957 4642 6366 6659 7732 740 1245 2074 2741 3975 4693 6424 6724 7764 853 867 70 69 1117 199 1112 1003 2035 2251
GF 5 2971 715 1221 2069 2786 3955 4737 6557 6918 7988 732 1249 2126 2859 4033 4757 6598 6964 7966 900 894 69 70 927 180 1139 1003 2035 2251
GF 6 3580 738 1288 2266 3069 4187 4820 6824 7271 8103 725 1254 2185 2984 4120 4861 6821 7250 8201 915 929 71 70 770 167 1187 1003 2035 2251
GF 7 3762 725 1255 2231 3125 4209 5088 7122 7604 8576 713 1244 2197 3048 4181 4944 7014 7488 8438 975 967 68 69 640 155 1268 1003 2035 2251
GF 8 3654 671 1184 2101 2951 4191 4920 7116 7628 8610 702 1234 2188 3074 4201 4954 7120 7621 8612 1019 990 66 68 531 143 1367 1003 2035 2251
GF 9 3977 711 1266 2234 3159 4178 4881 7170 7667 8717 705 1243 2213 3139 4234 4958 7182 7710 8730 982 995 70 69 441 133 1460 1003 2035 2251
GF 10 4336 722 1269 2273 3269 4335 5054 7232 7821 8858 712 1244 2242 3211 4282 4990 7243 7802 8816 991 1000 71 70 367 125 1552 1003 2035 2251
GF 11 4370 720 1223 2271 3269 4362 5058 7372 7955 8927 703 1212 2218 3203 4272 4974 7266 7845 8832 1020 1011 68 69 304 112 1659 1003 2035 2251
GF 12 4252 667 1147 2121 3099 4152 4842 7211 7788 8728 679 1163 2145 3121 4190 4892 7214 7802 8774 1021 1019 67 67 247 96 1776 1003 2035 2251
GF 13 4240 655 1116 2052 2998 4061 4772 7078 7683 8696 656 1120 2063 3028 4098 4811 7132 7728 8697 1020 1024 65 64 200 80 1876 1003 2035 2251
GF 14 4354 644 1102 2033 3010 4099 4844 7134 7735 8672 633 1074 1964 2924 3995 4720 7035 7641 8597 1029 1027 62 62 163 65 1944 1003 2035 2251
GF 15 4127 601 1003 1800 2759 3823 4540 6889 7512 8448 609 1026 1849 2793 3854 4581 6900 7509 8454 1035 1027 59 59 132 50 1997 1003 2035 2251
GF 16 4000 572 952 1701 2601 3636 4365 6677 7274 8217 600 1007 1773 2694 3739 4462 6781 7385 8337 1018 1022 58 57 107 39 2029 1003 2035 2251
GF 17 4050 623 1056 1787 2690 3725 4440 6749 7347 8324 609 1027 1766 2672 3709 4428 6740 7339 8305 1014 1017 57 57 87 32 2026 1003 2035 2251
Douglas-fir 4010 862 1465 2500 3428 4387 5013 6822 7345 8033
Grand Fir 3692 694 1184 2076 2911 4017 4737 6753 7199 8188
00625 025 0375 025 00625
6 8 11 14 17 19 25 28 31
Species Arc Total Of DoH 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31
DF 1 126 173 152 130 120 111 110 098 100 100 171 149 124 112 102 101 091 095 094
DF 2 116 167 143 112 094 083 080 075 085 085 171 146 119 103 092 090 082 087 086
DF 3 114 172 142 115 096 084 079 074 078 076 172 147 118 099 087 083 075 080 079
DF 4 116 176 153 122 103 089 083 073 075 072 176 151 122 101 088 083 074 077 075
DF 5 118 181 156 127 105 089 084 075 076 075 181 158 128 106 091 086 076 078 077
DF 6 123 185 165 135 110 095 090 079 082 081 184 166 136 113 097 091 080 082 080
DF 7 128 185 176 146 123 105 098 085 087 085 186 174 146 122 104 098 084 085 083
DF 8 130 187 182 156 131 112 104 088 087 083 190 182 157 132 113 105 089 089 086
DF 9 138 198 187 167 142 121 113 094 092 088 194 188 168 143 122 114 096 094 090
DF 10 147 196 197 183 157 133 123 105 102 097 198 194 179 156 133 124 104 102 097
DF 11 153 201 196 189 168 146 135 114 111 106 200 198 189 168 145 135 113 110 105
DF 12 159 203 202 197 177 157 145 121 117 111 203 202 197 179 158 147 124 120 114
DF 13 171 206 208 205 192 172 161 136 132 126 202 207 205 191 171 161 136 132 126
DF 14 180 199 213 213 204 184 174 150 145 137 200 211 211 203 185 175 151 146 138
DF 15 190 193 212 214 214 200 192 167 162 153 200 213 215 211 197 188 165 160 152
DF 16 199 212 217 219 218 206 200 177 173 164 203 213 216 217 205 199 177 172 164
DF 17 202 201 209 216 221 212 207 189 186 176 203 211 216 220 210 204 185 181 172
GF 1 134 182 155 127 121 107 103 125 146 125 184 153 123 114 100 094 107 122 107
GF 2 123 188 151 114 099 083 074 069 070 068 186 153 119 106 091 084 087 095 088
GF 3 120 186 152 115 098 082 077 069 073 074 189 155 119 102 086 080 074 079 076
GF 4 127 192 162 127 107 091 084 073 079 076 193 161 124 105 088 081 072 076 074
GF 5 126 199 168 130 107 087 080 072 074 074 199 168 131 109 091 084 074 077 076
GF 6 128 206 175 135 116 099 091 079 079 078 204 176 139 115 096 090 078 079 078
GF 7 130 202 182 153 122 099 095 081 083 081 209 183 151 124 103 096 082 084 082
GF 8 143 223 195 163 134 113 105 088 092 089 212 191 162 134 111 103 086 088 087
GF 9 140 208 193 170 145 118 108 089 090 092 213 197 171 145 120 109 090 091 090
GF 10 143 213 203 180 155 128 115 091 091 088 214 204 180 155 130 118 095 096 093
GF 11 154 217 215 189 166 143 131 105 106 101 218 213 188 167 142 129 103 103 099
GF 12 160 224 221 196 177 152 139 111 109 103 224 221 196 179 155 142 113 111 106
GF 13 173 233 230 206 196 172 157 123 119 114 227 226 202 189 167 155 124 121 115
GF 14 175 225 225 201 192 177 167 136 134 126 228 229 207 196 178 168 137 134 126
GF 15 186 226 234 215 202 188 181 151 149 139 229 231 212 200 188 180 149 148 138
GF 16 194 238 236 220 207 200 194 161 160 148 229 231 216 202 195 190 160 160 149
GF 17 195 223 224 216 198 197 196 172 173 163 227 228 217 201 198 195 168 168 158
Douglas-fir 148 190 183 167 151 135 128 112 111 107
Grand Fir 150 211 195 168 150 132 123 106 107 102
00625 025 0375 025 00625
Species Plot AvgDbh 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 1260 713 1010 723 740 745 800 1043 797 975 1275 1267 1230 1415 1695 1558 1900 1940
DF 6 1123 796 580 599 603 699 707 849 761 780 986 997 1061 1197 1294 1463 1538 1801
DF 7 1045 678 523 638 601 610 666 708 719 759 858 929 970 1111 1293 1446 1589 1764
DF 8 1138 829 667 658 611 686 838 893 763 889 867 1082 1160 1242 1337 1451 1533 1650
DF 9 1109 734 710 692 750 666 683 735 877 821 905 1041 1000 1193 1194 1446 1461 1579
DF 10 1215 1210 7 770 660 68 1240 460 900 843 1058 1058 1180 1203 1448 1625 1573 1837
GF 5 1006 642 480 435 750 1000 777 875 666 898 770 1204 1047 1120 1597 1332 1248 1189
GF 6 1163 570 455 430 65 540 890 862 1020 845 915 1066 1046 1210 1354 1370 1410 1872
GF 7 1084 785 755 765 480 720 672 681 955 660 1044 1186 1049 1273 1254 1166 1535 1546
GF 8 1096 702 545 540 600 7 810 1200 907 997 960 1010 1001 1020 1114 1473 1305 1409
GF 9 1144 828 56 64 640 603 753 816 1200 1187 828 926 1276 1159 1172 1316 1394 1650
GF 10 1046 990 56 1020 763 660 475 780 832 942 840 859 930 978 1310 1422 1293 1706
Douglas-fir 1148 827 698 680 661 681 822 781 803 845 992 1062 1100 1227 1377 1498 1599 1762
Grand Fir 1090 753 559 638 647 704 730 869 930 921 893 1042 1058 1127 1300 1347 1364 1562
Smooth DF 866 731 689 683 718 765 795 821 881 967 1051 1133 1239 1366 1493 1611 1705
Smooth GF 782 645 632 659 702 765 842 898 921 950 1006 1076 1161 1257 1339 1418 1499
00625 025 0375 025 00625
Species Plot AvgHtt 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 8492 7249 8102 7867 8482 8276 8333 8853 8332 8620 8758 8546 8666 9017 8783 8162 8491 9162
DF 6 8418 7176 6991 7770 7592 8228 8415 8545 8642 8351 8648 8383 8569 8543 8570 8602 8266 8894
DF 7 7979 6518 6735 7240 7383 7471 7829 7964 8025 7950 8363 8284 7948 7854 8171 8204 8289 8396
DF 8 8151 7094 6830 7782 7796 8065 8360 8513 7938 8006 7951 8255 8579 8278 8302 8171 8051 8409
DF 9 8099 6573 7046 7494 7465 7549 7452 7565 8073 8074 8142 8357 8182 8305 7976 8460 8500 8452
DF 10 8533 7947 71 8151 8216 79 8837 6681 8416 8389 8785 8542 8274 8768 8735 9200 8393 8635
GF 5 7439 4680 6710 7251 7159 7981 7158 7799 7025 7533 7480 8425 8049 8212 8464 7989 7514 7343
GF 6 8991 4564 7235 7825 77 7827 9204 9036 9532 9210 9358 9372 9191 9221 9375 8529 8463 9191
GF 7 8425 5219 7669 8175 7956 8481 8156 8386 9040 8336 9449 9447 8898 9136 8292 7861 8493 8057
GF 8 8229 6388 7360 7746 8315 80 8508 9580 8965 8961 8938 8719 8347 7946 8103 8729 8002 7908
GF 9 8423 7182 72 76 7699 7686 8146 8340 9388 8777 8485 8346 8890 8698 8256 8648 8456 8607
GF 10 8681 4644 72 6885 7587 8017 7156 8724 8775 9394 9109 8776 8702 8605 9408 8980 7944 8986
Douglas-fir 8279 7093 7134 7717 7822 7915 8204 8020 8238 8232 8441 8394 8370 8461 8423 8467 8332 8658
Grand Fir 8365 5446 7229 7580 7736 7999 8055 8644 8787 8702 8803 8848 8679 8636 8650 8456 8145 8349
Smooth DF 7439 7310 7571 7800 7958 8064 8127 8192 8283 8360 8394 8406 8425 8434 8434 8473 8564
Smooth GF 6755 6791 7424 7751 7961 8214 8496 8685 8754 8780 8772 8717 8652 8568 8431 8318 8305
00625 025 0375 025 00625
Species Plot Total Of DoH 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 128 087 110 080 077 079 083 103 084 099 128 127 125 137 169 167 203 185
DF 6 116 099 073 068 070 076 074 087 077 082 100 103 108 122 131 149 163 178
DF 7 114 094 070 078 072 072 075 078 078 083 089 098 107 125 139 156 170 184
DF 8 122 104 086 075 069 073 087 091 084 097 096 114 117 131 141 156 170 177
DF 9 119 101 088 081 089 078 080 085 096 089 098 109 107 126 131 150 151 165
DF 10 124 133 086 083 071 076 123 062 094 088 106 108 125 121 144 155 164 186
GF 5 119 137 064 054 093 111 095 097 084 106 091 125 109 118 170 145 146 144
GF 6 112 115 056 049 074 061 084 082 094 080 085 099 099 114 123 141 148 178
GF 7 113 139 084 083 053 073 072 070 091 069 096 109 101 121 132 131 157 169
GF 8 116 103 065 062 061 077 084 110 087 096 094 099 105 112 119 148 145 153
GF 9 117 100 067 076 074 069 081 086 110 122 085 098 125 117 120 130 143 168
GF 10 106 197 067 132 090 072 059 078 083 088 081 086 092 100 122 138 143 167
Douglas-fir 121 103 086 078 075 076 087 084 086 090 103 110 115 127 143 155 170 179
Grand Fir 114 132 067 076 074 077 079 087 091 093 089 103 105 114 131 139 147 163
Smooth DF 1015 0884 0804 0771 0790 0827 0851 0875 0929 1010 1092 1176 1286 1419 1557 1676 1755
Smooth GF 1078 0900 0769 0752 0774 0810 0858 0898 0918 0945 0998 1072 1168 1280 1389 1490 1575
Spoke Arc Tree Xpt Ypt
0 1 1 2300 2729
0 2 2 2300 2770
0 3 3 2300 2816
0 4 4 2300 2866
0 5 5 2300 2921
0 6 6 2300 2982
0 7 7 2300 3048
0 8 8 2300 3121
0 9 9 2300 3201
0 10 10 2300 3288
0 11 11 2300 3384
0 12 12 2300 3504
0 13 13 2300 3637
0 14 14 2300 3784
0 15 15 2299 3948
0 16 16 2299 4130
0 17 17 2299 4331
0 18 18 2299 4556
1 1 101 2356 2725
1 2 102 2361 2766
1 3 103 2367 2812
1 4 104 2374 2861
1 5 105 2381 2916
1 6 106 2389 2976
1 7 107 2397 3042
1 8 108 2407 3114
1 9 109 2417 3193
1 10 110 2429 3280
1 11 111 2441 3375
1 12 112 2457 3494
1 13 113 2474 3625
1 14 114 2493 3771
1 15 115 2515 3934
1 16 116 2538 4114
1 17 117 2565 4314
1 18 118 2594 4536
2 1 201 2411 2714
2 2 202 2422 2754
2 3 203 2433 2798
2 4 204 2446 2847
2 5 205 2461 2900
2 6 206 2476 2958
2 7 207 2493 3023
2 8 208 2512 3093
2 9 209 2533 3170
2 10 210 2555 3255
2 11 211 2580 3347
2 12 212 2611 3463
2 13 213 2646 3591
2 14 214 2684 3734
2 15 215 2726 3892
2 16 216 2773 4067
2 17 217 2825 4262
2 18 218 2883 4479
3 1 301 2464 2696
3 2 302 2480 2734
3 3 303 2497 2777
3 4 304 2517 2823
3 5 305 2538 2874
3 6 306 2561 2930
3 7 307 2586 2991
3 8 308 2614 3058
3 9 309 2644 3132
3 10 310 2678 3213
3 11 311 2715 3302
3 12 312 2760 3412
3 13 313 2811 3535
3 14 314 2868 3671
3 15 315 2930 3823
3 16 316 3000 3990
3 17 317 3077 4177
3 18 318 3163 4384
4 1 401 2514 2671
4 2 402 2535 2707
4 3 403 2558 2747
4 4 404 2583 2790
4 5 405 2610 2838
4 6 406 2641 2890
4 7 407 2674 2948
4 8 408 2710 3011
4 9 409 2750 3080
4 10 410 2794 3156
4 11 411 2842 3239
4 12 412 2902 3343
4 13 413 2968 3458
4 14 414 3042 3585
4 15 415 3124 3727
4 16 416 3214 3885
4 17 417 3315 4059
4 18 418 3427 4254
5 1 501 2561 2640
5 2 502 2586 2673
5 3 503 2614 2709
5 4 504 2645 2749
5 5 505 2678 2793
5 6 506 2715 2841
5 7 507 2755 2893
5 8 508 2799 2951
5 9 509 2848 3015
5 10 510 2901 3084
5 11 511 2960 3160
5 12 512 3033 3255
5 13 513 3113 3361
5 14 514 3203 3478
5 15 515 3303 3607
5 16 516 3414 3752
5 17 517 3536 3912
5 18 518 3673 4090
6 1 601 2603 2603
6 2 602 2632 2633
6 3 603 2665 2665
6 4 604 2700 2700
6 5 605 2739 2739
6 6 606 2782 2782
6 7 607 2829 2829
6 8 608 2880 2880
6 9 609 2937 2937
6 10 610 2999 2999
6 11 611 3067 3067
6 12 612 3151 3151
6 13 613 3245 3245
6 14 614 3349 3350
6 15 615 3465 3465
6 16 616 3594 3594
6 17 617 3736 3737
6 18 618 3895 3895
7 1 701 2640 2561
7 2 702 2673 2586
7 3 703 2709 2614
7 4 704 2749 2645
7 5 705 2793 2678
7 6 706 2841 2715
7 7 707 2893 2755
7 8 708 2951 2800
7 9 709 3014 2848
7 10 710 3084 2902
7 11 711 3160 2960
7 12 712 3255 3033
7 13 713 3360 3114
7 14 714 3477 3204
7 15 715 3607 3303
7 16 716 3751 3414
7 17 717 3911 3537
7 18 718 4089 3673
8 1 801 2671 2514
8 2 802 2707 2535
8 3 803 2747 2558
8 4 804 2790 2583
8 5 805 2838 2611
8 6 806 2890 2641
8 7 807 2948 2674
8 8 808 3011 2710
8 9 809 3080 2750
8 10 810 3156 2794
8 11 811 3239 2842
8 12 812 3342 2902
8 13 813 3457 2968
8 14 814 3585 3042
8 15 815 3727 3124
8 16 816 3884 3215
8 17 817 4059 3316
8 18 818 4253 3428
9 1 901 2696 2464
9 2 902 2734 2480
9 3 903 2777 2497
9 4 904 2823 2517
9 5 905 2874 2538
9 6 906 2930 2561
9 7 907 2991 2586
9 8 908 3058 2614
9 9 909 3132 2645
9 10 910 3213 2678
9 11 911 3302 2715
9 12 912 3412 2761
9 13 913 3535 2812
9 14 914 3671 2868
9 15 915 3822 2931
9 16 916 3990 3000
9 17 917 4177 3078
9 18 918 4384 3163
10 1 1001 2714 2411
10 2 1002 2754 2422
10 3 1003 2798 2434
10 4 1004 2847 2447
10 5 1005 2900 2461
10 6 1006 2958 2476
10 7 1007 3022 2494
10 8 1008 3093 2512
10 9 1009 3170 2533
10 10 1010 3254 2556
10 11 1011 3347 2581
10 12 1012 3463 2612
10 13 1013 3591 2646
10 14 1014 3733 2684
10 15 1015 3892 2727
10 16 1016 4067 2774
10 17 1017 4262 2826
10 18 1018 4479 2884
11 1 1101 2725 2356
11 2 1102 2766 2361
11 3 1103 2812 2367
11 4 1104 2861 2374
11 5 1105 2916 2381
11 6 1106 2976 2389
11 7 1107 3042 2398
11 8 1108 3114 2407
11 9 1109 3193 2418
11 10 1110 3280 2429
11 11 1111 3375 2442
11 12 1112 3494 2457
11 13 1113 3625 2474
11 14 1114 3771 2494
11 15 1115 3934 2515
11 16 1116 4114 2539
11 17 1117 4314 2565
11 18 1118 4536 2594
12 1 1201 2729 2300
12 2 1202 2770 2300
12 3 1203 2816 2300
12 4 1204 2866 2300
12 5 1205 2921 2300
12 6 1206 2982 2300
12 7 1207 3048 2300
12 8 1208 3121 2300
12 9 1209 3201 2300
12 10 1210 3288 2300
12 11 1211 3384 2300
12 12 1212 3504 2300
12 13 1213 3637 2300
12 14 1214 3784 2300
12 15 1215 3948 2300
12 16 1216 4130 2300
12 17 1217 4331 2300
12 18 1218 4556 2300
13 1 1301 2725 2244
13 2 1302 2766 2239
13 3 1303 2812 2233
13 4 1304 2861 2226
13 5 1305 2916 2219
13 6 1306 2976 2211
13 7 1307 3042 2202
13 8 1308 3114 2193
13 9 1309 3193 2182
13 10 1310 3280 2171
13 11 1311 3375 2158
13 12 1312 3494 2143
13 13 1313 3625 2126
13 14 1314 3771 2106
13 15 1315 3934 2085
13 16 1316 4114 2061
13 17 1317 4314 2035
13 18 1318 4536 2006
14 1 1401 2714 2189
14 2 1402 2754 2178
14 3 1403 2798 2166
14 4 1404 2847 2153
14 5 1405 2900 2139
14 6 1406 2958 2124
14 7 1407 3022 2106
14 8 1408 3093 2088
14 9 1409 3170 2067
14 10 1410 3254 2044
14 11 1411 3347 2019
14 12 1412 3463 1988
14 13 1413 3591 1954
14 14 1414 3733 1916
14 15 1415 3892 1873
14 16 1416 4067 1826
14 17 1417 4262 1774
14 18 1418 4479 1716
15 1 1501 2696 2136
15 2 1502 2734 2120
15 3 1503 2777 2103
15 4 1504 2823 2083
15 5 1505 2874 2062
15 6 1506 2930 2039
15 7 1507 2991 2014
15 8 1508 3058 1986
15 9 1509 3132 1955
15 10 1510 3213 1922
15 11 1511 3302 1885
15 12 1512 3412 1839
15 13 1513 3535 1788
15 14 1514 3671 1732
15 15 1515 3822 1669
15 16 1516 3990 1600
15 17 1517 4177 1522
15 18 1518 4384 1437
16 1 1601 2671 2086
16 2 1602 2707 2065
16 3 1603 2747 2042
16 4 1604 2790 2017
16 5 1605 2838 1989
16 6 1606 2890 1959
16 7 1607 2948 1926
16 8 1608 3011 1890
16 9 1609 3080 1850
16 10 1610 3156 1806
16 11 1611 3239 1758
16 12 1612 3342 1698
16 13 1613 3457 1632
16 14 1614 3585 1558
16 15 1615 3727 1476
16 16 1616 3884 1385
16 17 1617 4059 1284
16 18 1618 4253 1172
17 1 1701 2640 2039
17 2 1702 2673 2014
17 3 1703 2709 1986
17 4 1704 2749 1955
17 5 1705 2793 1922
17 6 1706 2841 1885
17 7 1707 2893 1845
17 8 1708 2951 1800
17 9 1709 3014 1752
17 10 1710 3084 1698
17 11 1711 3160 1640
17 12 1712 3255 1567
17 13 1713 3360 1486
17 14 1714 3477 1396
17 15 1715 3607 1297
17 16 1716 3751 1186
17 17 1717 3911 1063
17 18 1718 4089 927
18 1 1801 2603 1997
18 2 1802 2632 1967
18 3 1803 2665 1935
18 4 1804 2700 1900
18 5 1805 2739 1861
18 6 1806 2782 1818
18 7 1807 2829 1771
18 8 1808 2880 1720
18 9 1809 2937 1663
18 10 1810 2999 1601
18 11 1811 3067 1533
18 12 1812 3151 1449
18 13 1813 3245 1355
18 14 1814 3349 1250
18 15 1815 3465 1135
18 16 1816 3594 1006
18 17 1817 3736 863
18 18 1818 3895 705
19 1 1901 2561 1960
19 2 1902 2586 1927
19 3 1903 2614 1891
19 4 1904 2645 1851
19 5 1905 2678 1807
19 6 1906 2715 1759
19 7 1907 2755 1707
19 8 1908 2799 1649
19 9 1909 2848 1585
19 10 1910 2901 1516
19 11 1911 2960 1440
19 12 1912 3033 1345
19 13 1913 3113 1239
19 14 1914 3203 1122
19 15 1915 3303 993
19 16 1916 3414 848
19 17 1917 3536 688
19 18 1918 3673 510
20 1 2001 2514 1929
20 2 2002 2535 1893
20 3 2003 2558 1853
20 4 2004 2583 1810
20 5 2005 2610 1762
20 6 2006 2641 1710
20 7 2007 2674 1652
20 8 2008 2710 1589
20 9 2009 2750 1520
20 10 2010 2794 1444
20 11 2011 2842 1361
20 12 2012 2902 1257
20 13 2013 2968 1142
20 14 2014 3042 1015
20 15 2015 3124 873
20 16 2016 3214 715
20 17 2017 3315 541
20 18 2018 3427 346
21 1 2101 2464 1904
21 2 2102 2480 1866
21 3 2103 2497 1823
21 4 2104 2517 1777
21 5 2105 2538 1726
21 6 2106 2561 1670
21 7 2107 2586 1609
21 8 2108 2614 1542
21 9 2109 2644 1468
21 10 2110 2678 1387
21 11 2111 2715 1298
21 12 2112 2760 1188
21 13 2113 2811 1065
21 14 2114 2868 929
21 15 2115 2930 777
21 16 2116 3000 610
21 17 2117 3077 423
21 18 2118 3163 216
22 1 2201 2411 1886
22 2 2202 2422 1846
22 3 2203 2433 1802
22 4 2204 2446 1753
22 5 2205 2461 1700
22 6 2206 2476 1642
22 7 2207 2493 1577
22 8 2208 2512 1507
22 9 2209 2533 1430
22 10 2210 2555 1345
22 11 2211 2580 1253
22 12 2212 2611 1137
22 13 2213 2646 1009
22 14 2214 2684 866
22 15 2215 2726 708
22 16 2216 2773 533
22 17 2217 2825 338
22 18 2218 2883 121
23 1 2301 2356 1875
23 2 2302 2361 1834
23 3 2303 2367 1788
23 4 2304 2374 1739
23 5 2305 2381 1684
23 6 2306 2389 1624
23 7 2307 2397 1558
23 8 2308 2407 1486
23 9 2309 2417 1407
23 10 2310 2429 1320
23 11 2311 2441 1225
23 12 2312 2457 1106
23 13 2313 2474 975
23 14 2314 2493 829
23 15 2315 2515 666
23 16 2316 2538 486
23 17 2317 2565 286
23 18 2318 2594 64
24 1 2401 2300 1871
24 2 2402 2300 1830
24 3 2403 2300 1784
24 4 2404 2300 1734
24 5 2405 2300 1679
24 6 2406 2300 1618
24 7 2407 2300 1552
24 8 2408 2300 1479
24 9 2409 2300 1399
24 10 2410 2300 1312
24 11 2411 2300 1216
24 12 2412 2300 1096
24 13 2413 2300 963
24 14 2414 2300 816
24 15 2415 2299 652
24 16 2416 2299 470
24 17 2417 2299 269
24 18 2418 2299 44
25 1 2501 2244 1875
25 2 2502 2239 1834
25 3 2503 2233 1788
25 4 2504 2226 1739
25 5 2505 2219 1684
25 6 2506 2211 1624
25 7 2507 2203 1558
25 8 2508 2193 1486
25 9 2509 2183 1407
25 10 2510 2171 1320
25 11 2511 2159 1225
25 12 2512 2143 1106
25 13 2513 2126 975
25 14 2514 2107 829
25 15 2515 2085 666
25 16 2516 2062 486
25 17 2517 2035 286
25 18 2518 2006 64
26 1 2601 2189 1886
26 2 2602 2178 1846
26 3 2603 2167 1802
26 4 2604 2154 1753
26 5 2605 2139 1700
26 6 2606 2124 1642
26 7 2607 2107 1577
26 8 2608 2088 1507
26 9 2609 2067 1430
26 10 2610 2045 1345
26 11 2611 2020 1253
26 12 2612 1989 1137
26 13 2613 1954 1009
26 14 2614 1916 866
26 15 2615 1874 708
26 16 2616 1827 533
26 17 2617 1775 338
26 18 2618 1717 121
27 1 2701 2136 1904
27 2 2702 2120 1866
27 3 2703 2103 1823
27 4 2704 2083 1777
27 5 2705 2062 1726
27 6 2706 2039 1670
27 7 2707 2014 1609
27 8 2708 1986 1542
27 9 2709 1956 1468
27 10 2710 1922 1387
27 11 2711 1885 1298
27 12 2712 1840 1188
27 13 2713 1789 1065
27 14 2714 1732 929
27 15 2715 1670 777
27 16 2716 1600 610
27 17 2717 1523 423
27 18 2718 1437 216
28 1 2801 2086 1929
28 2 2802 2065 1893
28 3 2803 2042 1853
28 4 2804 2017 1810
28 5 2805 1990 1762
28 6 2806 1959 1710
28 7 2807 1926 1652
28 8 2808 1890 1589
28 9 2809 1850 1520
28 10 2810 1806 1444
28 11 2811 1758 1361
28 12 2812 1698 1257
28 13 2813 1632 1142
28 14 2814 1558 1015
28 15 2815 1476 873
28 16 2816 1386 715
28 17 2817 1285 541
28 18 2818 1173 346
29 1 2901 2039 1960
29 2 2902 2014 1927
29 3 2903 1986 1891
29 4 2904 1955 1851
29 5 2905 1922 1807
29 6 2906 1885 1759
29 7 2907 1845 1707
29 8 2908 1801 1649
29 9 2909 1752 1585
29 10 2910 1699 1516
29 11 2911 1640 1440
29 12 2912 1567 1345
29 13 2913 1487 1239
29 14 2914 1397 1122
29 15 2915 1297 993
29 16 2916 1186 848
29 17 2917 1064 688
29 18 2918 927 510
30 1 3001 1997 1997
30 2 3002 1968 1967
30 3 3003 1935 1935
30 4 3004 1900 1900
30 5 3005 1861 1861
30 6 3006 1818 1818
30 7 3007 1771 1771
30 8 3008 1720 1720
30 9 3009 1663 1663
30 10 3010 1601 1601
30 11 3011 1533 1533
30 12 3012 1449 1449
30 13 3013 1355 1355
30 14 3014 1251 1250
30 15 3015 1135 1135
30 16 3016 1006 1006
30 17 3017 864 863
30 18 3018 705 705
31 1 3101 1960 2039
31 2 3102 1927 2014
31 3 3103 1891 1986
31 4 3104 1851 1955
31 5 3105 1807 1922
31 6 3106 1759 1885
31 7 3107 1707 1845
31 8 3108 1649 1800
31 9 3109 1586 1752
31 10 3110 1516 1698
31 11 3111 1440 1640
31 12 3112 1345 1567
31 13 3113 1240 1486
31 14 3114 1123 1396
31 15 3115 993 1297
31 16 3116 849 1186
31 17 3117 689 1063
31 18 3118 511 927
32 1 3201 1929 2086
32 2 3202 1893 2065
32 3 3203 1853 2042
32 4 3204 1810 2017
32 5 3205 1762 1989
32 6 3206 1710 1959
32 7 3207 1652 1926
32 8 3208 1589 1890
32 9 3209 1520 1850
32 10 3210 1444 1806
32 11 3211 1361 1758
32 12 3212 1258 1698
32 13 3213 1143 1632
32 14 3214 1015 1558
32 15 3215 873 1476
32 16 3216 716 1385
32 17 3217 541 1284
32 18 3218 347 1172
33 1 3301 1904 2136
33 2 3302 1866 2120
33 3 3303 1823 2103
33 4 3304 1777 2083
33 5 3305 1726 2062
33 6 3306 1670 2039
33 7 3307 1609 2014
33 8 3308 1542 1986
33 9 3309 1468 1955
33 10 3310 1387 1922
33 11 3311 1298 1885
33 12 3312 1188 1839
33 13 3313 1065 1788
33 14 3314 929 1732
33 15 3315 778 1669
33 16 3316 610 1600
33 17 3317 423 1522
33 18 3318 216 1437
34 1 3401 1886 2189
34 2 3402 1846 2178
34 3 3403 1802 2166
34 4 3404 1753 2153
34 5 3405 1700 2139
34 6 3406 1642 2124
34 7 3407 1578 2106
34 8 3408 1507 2088
34 9 3409 1430 2067
34 10 3410 1346 2044
34 11 3411 1253 2019
34 12 3412 1137 1988
34 13 3413 1009 1954
34 14 3414 867 1916
34 15 3415 708 1873
34 16 3416 533 1826
34 17 3417 338 1774
34 18 3418 121 1716
35 1 3501 1875 2244
35 2 3502 1834 2239
35 3 3503 1788 2233
35 4 3504 1739 2226
35 5 3505 1684 2219
35 6 3506 1624 2211
35 7 3507 1558 2202
35 8 3508 1486 2193
35 9 3509 1407 2182
35 10 3510 1320 2171
35 11 3511 1225 2158
35 12 3512 1106 2143
35 13 3513 975 2126
35 14 3514 829 2106
35 15 3515 666 2085
35 16 3516 486 2061
35 17 3517 286 2035
35 18 3518 64 2006
36 1 3601 1871 2300
36 2 3602 1830 2300
36 3 3603 1784 2300
36 4 3604 1734 2300
36 5 3605 1679 2300
36 6 3606 1618 2300
36 7 3607 1552 2300
36 8 3608 1479 2300
36 9 3609 1399 2300
36 10 3610 1312 2300
36 11 3611 1216 2300
36 12 3612 1096 2300
36 13 3613 963 2300
36 14 3614 816 2300
36 15 3615 652 2300
36 16 3616 470 2300
36 17 3617 269 2300
36 18 3618 44 2300
37 1 3701 1875 2356
37 2 3702 1834 2361
37 3 3703 1788 2367
37 4 3704 1739 2374
37 5 3705 1684 2381
37 6 3706 1624 2389
37 7 3707 1558 2398
37 8 3708 1486 2407
37 9 3709 1407 2418
37 10 3710 1320 2429
37 11 3711 1225 2442
37 12 3712 1106 2457
37 13 3713 975 2474
37 14 3714 829 2494
37 15 3715 666 2515
37 16 3716 486 2539
37 17 3717 286 2565
37 18 3718 64 2594
38 1 3801 1886 2411
38 2 3802 1846 2422
38 3 3803 1802 2434
38 4 3804 1753 2447
38 5 3805 1700 2461
38 6 3806 1642 2476
38 7 3807 1578 2494
38 8 3808 1507 2512
38 9 3809 1430 2533
38 10 3810 1346 2556
38 11 3811 1253 2581
38 12 3812 1137 2612
38 13 3813 1009 2646
38 14 3814 867 2684
38 15 3815 708 2727
38 16 3816 533 2774
38 17 3817 338 2826
38 18 3818 121 2884
39 1 3901 1904 2464
39 2 3902 1866 2480
39 3 3903 1823 2497
39 4 3904 1777 2517
39 5 3905 1726 2538
39 6 3906 1670 2561
39 7 3907 1609 2586
39 8 3908 1542 2614
39 9 3909 1468 2645
39 10 3910 1387 2678
39 11 3911 1298 2715
39 12 3912 1188 2761
39 13 3913 1065 2812
39 14 3914 929 2868
39 15 3915 778 2931
39 16 3916 610 3000
39 17 3917 423 3078
39 18 3918 216 3163
40 1 4001 1929 2514
40 2 4002 1893 2535
40 3 4003 1853 2558
40 4 4004 1810 2583
40 5 4005 1762 2611
40 6 4006 1710 2641
40 7 4007 1652 2674
40 8 4008 1589 2710
40 9 4009 1520 2750
40 10 4010 1444 2794
40 11 4011 1361 2842
40 12 4012 1258 2902
40 13 4013 1143 2968
40 14 4014 1015 3042
40 15 4015 873 3124
40 16 4016 716 3215
40 17 4017 541 3316
40 18 4018 347 3428
41 1 4101 1960 2561
41 2 4102 1927 2586
41 3 4103 1891 2614
41 4 4104 1851 2645
41 5 4105 1807 2678
41 6 4106 1759 2715
41 7 4107 1707 2755
41 8 4108 1649 2800
41 9 4109 1586 2848
41 10 4110 1516 2902
41 11 4111 1440 2960
41 12 4112 1345 3033
41 13 4113 1240 3114
41 14 4114 1123 3204
41 15 4115 993 3303
41 16 4116 849 3414
41 17 4117 689 3537
41 18 4118 511 3673
42 1 4201 1997 2603
42 2 4202 1968 2633
42 3 4203 1935 2665
42 4 4204 1900 2700
42 5 4205 1861 2739
42 6 4206 1818 2782
42 7 4207 1771 2829
42 8 4208 1720 2880
42 9 4209 1663 2937
42 10 4210 1601 2999
42 11 4211 1533 3067
42 12 4212 1449 3151
42 13 4213 1355 3245
42 14 4214 1251 3350
42 15 4215 1135 3465
42 16 4216 1006 3594
42 17 4217 864 3737
42 18 4218 705 3895
43 1 4301 2039 2640
43 2 4302 2014 2673
43 3 4303 1986 2709
43 4 4304 1955 2749
43 5 4305 1922 2793
43 6 4306 1885 2841
43 7 4307 1845 2893
43 8 4308 1801 2951
43 9 4309 1752 3015
43 10 4310 1699 3084
43 11 4311 1640 3160
43 12 4312 1567 3255
43 13 4313 1487 3361
43 14 4314 1397 3478
43 15 4315 1297 3607
43 16 4316 1186 3752
43 17 4317 1064 3912
43 18 4318 927 4090
44 1 4401 2086 2671
44 2 4402 2065 2707
44 3 4403 2042 2747
44 4 4404 2017 2790
44 5 4405 1990 2838
44 6 4406 1959 2890
44 7 4407 1926 2948
44 8 4408 1890 3011
44 9 4409 1850 3080
44 10 4410 1806 3156
44 11 4411 1758 3239
44 12 4412 1698 3343
44 13 4413 1632 3458
44 14 4414 1558 3585
44 15 4415 1476 3727
44 16 4416 1386 3885
44 17 4417 1285 4059
44 18 4418 1173 4254
45 1 4501 2136 2696
45 2 4502 2120 2734
45 3 4503 2103 2777
45 4 4504 2083 2823
45 5 4505 2062 2874
45 6 4506 2039 2930
45 7 4507 2014 2991
45 8 4508 1986 3058
45 9 4509 1956 3132
45 10 4510 1922 3213
45 11 4511 1885 3302
45 12 4512 1840 3412
45 13 4513 1789 3535
45 14 4514 1732 3671
45 15 4515 1670 3823
45 16 4516 1600 3990
45 17 4517 1523 4177
45 18 4518 1437 4384
46 1 4601 2189 2714
46 2 4602 2178 2754
46 3 4603 2167 2798
46 4 4604 2154 2847
46 5 4605 2139 2900
46 6 4606 2124 2958
46 7 4607 2107 3023
46 8 4608 2088 3093
46 9 4609 2067 3170
46 10 4610 2045 3255
46 11 4611 2020 3347
46 12 4612 1989 3463
46 13 4613 1954 3591
46 14 4614 1916 3734
46 15 4615 1874 3892
46 16 4616 1827 4067
46 17 4617 1775 4262
46 18 4618 1717 4479
47 1 4701 2244 2725
47 2 4702 2239 2766
47 3 4703 2233 2812
47 4 4704 2226 2861
47 5 4705 2219 2916
47 6 4706 2211 2976
47 7 4707 2203 3042
47 8 4708 2193 3114
47 9 4709 2183 3193
47 10 4710 2171 3280
47 11 4711 2159 3375
47 12 4712 2143 3494
47 13 4713 2126 3625
47 14 4714 2107 3771
47 15 4715 2085 3934
47 16 4716 2062 4114
47 17 4717 2035 4314
47 18 4718 2006 4536
48 1 4801 2300 2729
48 2 4802 2300 2770
48 3 4803 2300 2816
48 4 4804 2300 2866
48 5 4805 2300 2921
48 6 4806 2300 2982
48 7 4807 2300 3048
48 8 4808 2300 3121
48 9 4809 2300 3201
48 10 4810 2300 3288
48 11 4811 2300 3384
48 12 4812 2300 3504
48 13 4813 2300 3637
48 14 4814 2300 3784
48 15 4815 2299 3948
48 16 4816 2299 4130
48 17 4817 2299 4331
48 18 4818 2299 4556
Nelder Plot Designs
West East
Xpost Ypost Xpost Ypost
North 0 180 180 180
South 0 0 180 0
Xoffset 230
Yoffset 230
Treesacre 1949 1619 1344 1117 927 770 640 531 441 367 304 247 200 163 132 107 87 70
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Spoke Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Spoke Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt
0 000 2300 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2299 3948 2299 4130 2299 4331 2299 4556 0 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 0 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556
1 750 2356 2725 2361 2766 2367 2812 2374 2861 2381 2916 2389 2976 2397 3042 2407 3114 2417 3193 2429 3280 2441 3375 2457 3494 2474 3625 2493 3771 2515 3934 2538 4114 2565 4314 2594 4536 1 2356 2361 2367 2374 2381 2389 2397 2407 2417 2429 2441 2457 2474 2493 2515 2538 2565 2594 1 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536
2 1500 2411 2714 2422 2754 2433 2798 2446 2847 2461 2900 2476 2958 2493 3023 2512 3093 2533 3170 2555 3255 2580 3347 2611 3463 2646 3591 2684 3734 2726 3892 2773 4067 2825 4262 2883 4479 2 2411 2422 2433 2446 2461 2476 2493 2512 2533 2555 2580 2611 2646 2684 2726 2773 2825 2883 2 2714 2754 2798 2847 2900 2958 3023 3093 3170 3255 3347 3463 3591 3734 3892 4067 4262 4479
3 2250 2464 2696 2480 2734 2497 2777 2517 2823 2538 2874 2561 2930 2586 2991 2614 3058 2644 3132 2678 3213 2715 3302 2760 3412 2811 3535 2868 3671 2930 3823 3000 3990 3077 4177 3163 4384 3 2464 2480 2497 2517 2538 2561 2586 2614 2644 2678 2715 2760 2811 2868 2930 3000 3077 3163 3 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3823 3990 4177 4384
4 3001 2514 2671 2535 2707 2558 2747 2583 2790 2610 2838 2641 2890 2674 2948 2710 3011 2750 3080 2794 3156 2842 3239 2902 3343 2968 3458 3042 3585 3124 3727 3214 3885 3315 4059 3427 4254 4 2514 2535 2558 2583 2610 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3214 3315 3427 4 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3343 3458 3585 3727 3885 4059 4254
5 3751 2561 2640 2586 2673 2614 2709 2645 2749 2678 2793 2715 2841 2755 2893 2799 2951 2848 3015 2901 3084 2960 3160 3033 3255 3113 3361 3203 3478 3303 3607 3414 3752 3536 3912 3673 4090 5 2561 2586 2614 2645 2678 2715 2755 2799 2848 2901 2960 3033 3113 3203 3303 3414 3536 3673 5 2640 2673 2709 2749 2793 2841 2893 2951 3015 3084 3160 3255 3361 3478 3607 3752 3912 4090
6 4501 2603 2603 2632 2633 2665 2665 2700 2700 2739 2739 2782 2782 2829 2829 2880 2880 2937 2937 2999 2999 3067 3067 3151 3151 3245 3245 3349 3350 3465 3465 3594 3594 3736 3737 3895 3895 6 2603 2632 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3349 3465 3594 3736 3895 6 2603 2633 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3350 3465 3594 3737 3895
7 5251 2640 2561 2673 2586 2709 2614 2749 2645 2793 2678 2841 2715 2893 2755 2951 2800 3014 2848 3084 2902 3160 2960 3255 3033 3360 3114 3477 3204 3607 3303 3751 3414 3911 3537 4089 3673 7 2640 2673 2709 2749 2793 2841 2893 2951 3014 3084 3160 3255 3360 3477 3607 3751 3911 4089 7 2561 2586 2614 2645 2678 2715 2755 2800 2848 2902 2960 3033 3114 3204 3303 3414 3537 3673
8 6001 2671 2514 2707 2535 2747 2558 2790 2583 2838 2611 2890 2641 2948 2674 3011 2710 3080 2750 3156 2794 3239 2842 3342 2902 3457 2968 3585 3042 3727 3124 3884 3215 4059 3316 4253 3428 8 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3342 3457 3585 3727 3884 4059 4253 8 2514 2535 2558 2583 2611 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3215 3316 3428
9 6751 2696 2464 2734 2480 2777 2497 2823 2517 2874 2538 2930 2561 2991 2586 3058 2614 3132 2645 3213 2678 3302 2715 3412 2761 3535 2812 3671 2868 3822 2931 3990 3000 4177 3078 4384 3163 9 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3822 3990 4177 4384 9 2464 2480 2497 2517 2538 2561 2586 2614 2645 2678 2715 2761 2812 2868 2931 3000 3078 3163
10 7502 2714 2411 2754 2422 2798 2434 2847 2447 2900 2461 2958 2476 3022 2494 3093 2512 3170 2533 3254 2556 3347 2581 3463 2612 3591 2646 3733 2684 3892 2727 4067 2774 4262 2826 4479 2884 10 2714 2754 2798 2847 2900 2958 3022 3093 3170 3254 3347 3463 3591 3733 3892 4067 4262 4479 10 2411 2422 2434 2447 2461 2476 2494 2512 2533 2556 2581 2612 2646 2684 2727 2774 2826 2884
11 8252 2725 2356 2766 2361 2812 2367 2861 2374 2916 2381 2976 2389 3042 2398 3114 2407 3193 2418 3280 2429 3375 2442 3494 2457 3625 2474 3771 2494 3934 2515 4114 2539 4314 2565 4536 2594 11 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536 11 2356 2361 2367 2374 2381 2389 2398 2407 2418 2429 2442 2457 2474 2494 2515 2539 2565 2594
12 9002 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2300 3948 2300 4130 2300 4331 2300 4556 2300 12 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556 12 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300
13 9752 2725 2244 2766 2239 2812 2233 2861 2226 2916 2219 2976 2211 3042 2202 3114 2193 3193 2182 3280 2171 3375 2158 3494 2143 3625 2126 3771 2106 3934 2085 4114 2061 4314 2035 4536 2006 13 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536 13 2244 2239 2233 2226 2219 2211 2202 2193 2182 2171 2158 2143 2126 2106 2085 2061 2035 2006
14 10502 2714 2189 2754 2178 2798 2166 2847 2153 2900 2139 2958 2124 3022 2106 3093 2088 3170 2067 3254 2044 3347 2019 3463 1988 3591 1954 3733 1916 3892 1873 4067 1826 4262 1774 4479 1716 14 2714 2754 2798 2847 2900 2958 3022 3093 3170 3254 3347 3463 3591 3733 3892 4067 4262 4479 14 2189 2178 2166 2153 2139 2124 2106 2088 2067 2044 2019 1988 1954 1916 1873 1826 1774 1716
15 11252 2696 2136 2734 2120 2777 2103 2823 2083 2874 2062 2930 2039 2991 2014 3058 1986 3132 1955 3213 1922 3302 1885 3412 1839 3535 1788 3671 1732 3822 1669 3990 1600 4177 1522 4384 1437 15 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3822 3990 4177 4384 15 2136 2120 2103 2083 2062 2039 2014 1986 1955 1922 1885 1839 1788 1732 1669 1600 1522 1437
16 12002 2671 2086 2707 2065 2747 2042 2790 2017 2838 1989 2890 1959 2948 1926 3011 1890 3080 1850 3156 1806 3239 1758 3342 1698 3457 1632 3585 1558 3727 1476 3884 1385 4059 1284 4253 1172 16 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3342 3457 3585 3727 3884 4059 4253 16 2086 2065 2042 2017 1989 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1385 1284 1172
17 12753 2640 2039 2673 2014 2709 1986 2749 1955 2793 1922 2841 1885 2893 1845 2951 1800 3014 1752 3084 1698 3160 1640 3255 1567 3360 1486 3477 1396 3607 1297 3751 1186 3911 1063 4089 927 17 2640 2673 2709 2749 2793 2841 2893 2951 3014 3084 3160 3255 3360 3477 3607 3751 3911 4089 17 2039 2014 1986 1955 1922 1885 1845 1800 1752 1698 1640 1567 1486 1396 1297 1186 1063 927
18 13503 2603 1997 2632 1967 2665 1935 2700 1900 2739 1861 2782 1818 2829 1771 2880 1720 2937 1663 2999 1601 3067 1533 3151 1449 3245 1355 3349 1250 3465 1135 3594 1006 3736 863 3895 705 18 2603 2632 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3349 3465 3594 3736 3895 18 1997 1967 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1250 1135 1006 863 705
19 14253 2561 1960 2586 1927 2614 1891 2645 1851 2678 1807 2715 1759 2755 1707 2799 1649 2848 1585 2901 1516 2960 1440 3033 1345 3113 1239 3203 1122 3303 993 3414 848 3536 688 3673 510 19 2561 2586 2614 2645 2678 2715 2755 2799 2848 2901 2960 3033 3113 3203 3303 3414 3536 3673 19 1960 1927 1891 1851 1807 1759 1707 1649 1585 1516 1440 1345 1239 1122 993 848 688 510
20 15003 2514 1929 2535 1893 2558 1853 2583 1810 2610 1762 2641 1710 2674 1652 2710 1589 2750 1520 2794 1444 2842 1361 2902 1257 2968 1142 3042 1015 3124 873 3214 715 3315 541 3427 346 20 2514 2535 2558 2583 2610 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3214 3315 3427 20 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1257 1142 1015 873 715 541 346
21 15753 2464 1904 2480 1866 2497 1823 2517 1777 2538 1726 2561 1670 2586 1609 2614 1542 2644 1468 2678 1387 2715 1298 2760 1188 2811 1065 2868 929 2930 777 3000 610 3077 423 3163 216 21 2464 2480 2497 2517 2538 2561 2586 2614 2644 2678 2715 2760 2811 2868 2930 3000 3077 3163 21 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 777 610 423 216
22 16503 2411 1886 2422 1846 2433 1802 2446 1753 2461 1700 2476 1642 2493 1577 2512 1507 2533 1430 2555 1345 2580 1253 2611 1137 2646 1009 2684 866 2726 708 2773 533 2825 338 2883 121 22 2411 2422 2433 2446 2461 2476 2493 2512 2533 2555 2580 2611 2646 2684 2726 2773 2825 2883 22 1886 1846 1802 1753 1700 1642 1577 1507 1430 1345 1253 1137 1009 866 708 533 338 121
23 17253 2356 1875 2361 1834 2367 1788 2374 1739 2381 1684 2389 1624 2397 1558 2407 1486 2417 1407 2429 1320 2441 1225 2457 1106 2474 975 2493 829 2515 666 2538 486 2565 286 2594 64 23 2356 2361 2367 2374 2381 2389 2397 2407 2417 2429 2441 2457 2474 2493 2515 2538 2565 2594 23 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64
24 18004 2300 1871 2300 1830 2300 1784 2300 1734 2300 1679 2300 1618 2300 1552 2300 1479 2300 1399 2300 1312 2300 1216 2300 1096 2300 963 2300 816 2299 652 2299 470 2299 269 2299 44 24 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 24 1871 1830 1784 1734 1679 1618 1552 1479 1399 1312 1216 1096 963 816 652 470 269 44
25 18754 2244 1875 2239 1834 2233 1788 2226 1739 2219 1684 2211 1624 2203 1558 2193 1486 2183 1407 2171 1320 2159 1225 2143 1106 2126 975 2107 829 2085 666 2062 486 2035 286 2006 64 25 2244 2239 2233 2226 2219 2211 2203 2193 2183 2171 2159 2143 2126 2107 2085 2062 2035 2006 25 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64
26 19504 2189 1886 2178 1846 2167 1802 2154 1753 2139 1700 2124 1642 2107 1577 2088 1507 2067 1430 2045 1345 2020 1253 1989 1137 1954 1009 1916 866 1874 708 1827 533 1775 338 1717 121 26 2189 2178 2167 2154 2139 2124 2107 2088 2067 2045 2020 1989 1954 1916 1874 1827 1775 1717 26 1886 1846 1802 1753 1700 1642 1577 1507 1430 1345 1253 1137 1009 866 708 533 338 121
27 20254 2136 1904 2120 1866 2103 1823 2083 1777 2062 1726 2039 1670 2014 1609 1986 1542 1956 1468 1922 1387 1885 1298 1840 1188 1789 1065 1732 929 1670 777 1600 610 1523 423 1437 216 27 2136 2120 2103 2083 2062 2039 2014 1986 1956 1922 1885 1840 1789 1732 1670 1600 1523 1437 27 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 777 610 423 216
28 21004 2086 1929 2065 1893 2042 1853 2017 1810 1990 1762 1959 1710 1926 1652 1890 1589 1850 1520 1806 1444 1758 1361 1698 1257 1632 1142 1558 1015 1476 873 1386 715 1285 541 1173 346 28 2086 2065 2042 2017 1990 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1386 1285 1173 28 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1257 1142 1015 873 715 541 346
29 21754 2039 1960 2014 1927 1986 1891 1955 1851 1922 1807 1885 1759 1845 1707 1801 1649 1752 1585 1699 1516 1640 1440 1567 1345 1487 1239 1397 1122 1297 993 1186 848 1064 688 927 510 29 2039 2014 1986 1955 1922 1885 1845 1801 1752 1699 1640 1567 1487 1397 1297 1186 1064 927 29 1960 1927 1891 1851 1807 1759 1707 1649 1585 1516 1440 1345 1239 1122 993 848 688 510
30 22505 1997 1997 1968 1967 1935 1935 1900 1900 1861 1861 1818 1818 1771 1771 1720 1720 1663 1663 1601 1601 1533 1533 1449 1449 1355 1355 1251 1250 1135 1135 1006 1006 864 863 705 705 30 1997 1968 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1251 1135 1006 864 705 30 1997 1967 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1250 1135 1006 863 705
31 23255 1960 2039 1927 2014 1891 1986 1851 1955 1807 1922 1759 1885 1707 1845 1649 1800 1586 1752 1516 1698 1440 1640 1345 1567 1240 1486 1123 1396 993 1297 849 1186 689 1063 511 927 31 1960 1927 1891 1851 1807 1759 1707 1649 1586 1516 1440 1345 1240 1123 993 849 689 511 31 2039 2014 1986 1955 1922 1885 1845 1800 1752 1698 1640 1567 1486 1396 1297 1186 1063 927
32 24005 1929 2086 1893 2065 1853 2042 1810 2017 1762 1989 1710 1959 1652 1926 1589 1890 1520 1850 1444 1806 1361 1758 1258 1698 1143 1632 1015 1558 873 1476 716 1385 541 1284 347 1172 32 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1258 1143 1015 873 716 541 347 32 2086 2065 2042 2017 1989 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1385 1284 1172
33 24755 1904 2136 1866 2120 1823 2103 1777 2083 1726 2062 1670 2039 1609 2014 1542 1986 1468 1955 1387 1922 1298 1885 1188 1839 1065 1788 929 1732 778 1669 610 1600 423 1522 216 1437 33 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 778 610 423 216 33 2136 2120 2103 2083 2062 2039 2014 1986 1955 1922 1885 1839 1788 1732 1669 1600 1522 1437
34 25505 1886 2189 1846 2178 1802 2166 1753 2153 1700 2139 1642 2124 1578 2106 1507 2088 1430 2067 1346 2044 1253 2019 1137 1988 1009 1954 867 1916 708 1873 533 1826 338 1774 121 1716 34 1886 1846 1802 1753 1700 1642 1578 1507 1430 1346 1253 1137 1009 867 708 533 338 121 34 2189 2178 2166 2153 2139 2124 2106 2088 2067 2044 2019 1988 1954 1916 1873 1826 1774 1716
35 26255 1875 2244 1834 2239 1788 2233 1739 2226 1684 2219 1624 2211 1558 2202 1486 2193 1407 2182 1320 2171 1225 2158 1106 2143 975 2126 829 2106 666 2085 486 2061 286 2035 64 2006 35 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64 35 2244 2239 2233 2226 2219 2211 2202 2193 2182 2171 2158 2143 2126 2106 2085 2061 2035 2006
36 27005 1871 2300 1830 2300 1784 2300 1734 2300 1679 2300 1618 2300 1552 2300 1479 2300 1399 2300 1312 2300 1216 2300 1096 2300 963 2300 816 2300 652 2300 470 2300 269 2300 44 2300 36 1871 1830 1784 1734 1679 1618 1552 1479 1399 1312 1216 1096 963 816 652 470 269 44 36 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300
37 27756 1875 2356 1834 2361 1788 2367 1739 2374 1684 2381 1624 2389 1558 2398 1486 2407 1407 2418 1320 2429 1225 2442 1106 2457 975 2474 829 2494 666 2515 486 2539 286 2565 64 2594 37 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64 37 2356 2361 2367 2374 2381 2389 2398 2407 2418 2429 2442 2457 2474 2494 2515 2539 2565 2594
38 28506 1886 2411 1846 2422 1802 2434 1753 2447 1700 2461 1642 2476 1578 2494 1507 2512 1430 2533 1346 2556 1253 2581 1137 2612 1009 2646 867 2684 708 2727 533 2774 338 2826 121 2884 38 1886 1846 1802 1753 1700 1642 1578 1507 1430 1346 1253 1137 1009 867 708 533 338 121 38 2411 2422 2434 2447 2461 2476 2494 2512 2533 2556 2581 2612 2646 2684 2727 2774 2826 2884
39 29256 1904 2464 1866 2480 1823 2497 1777 2517 1726 2538 1670 2561 1609 2586 1542 2614 1468 2645 1387 2678 1298 2715 1188 2761 1065 2812 929 2868 778 2931 610 3000 423 3078 216 3163 39 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 778 610 423 216 39 2464 2480 2497 2517 2538 2561 2586 2614 2645 2678 2715 2761 2812 2868 2931 3000 3078 3163
40 30006 1929 2514 1893 2535 1853 2558 1810 2583 1762 2611 1710 2641 1652 2674 1589 2710 1520 2750 1444 2794 1361 2842 1258 2902 1143 2968 1015 3042 873 3124 716 3215 541 3316 347 3428 40 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1258 1143 1015 873 716 541 347 40 2514 2535 2558 2583 2611 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3215 3316 3428
41 30756 1960 2561 1927 2586 1891 2614 1851 2645 1807 2678 1759 2715 1707 2755 1649 2800 1586 2848 1516 2902 1440 2960 1345 3033 1240 3114 1123 3204 993 3303 849 3414 689 3537 511 3673 41 1960 1927 1891 1851 1807 1759 1707 1649 1586 1516 1440 1345 1240 1123 993 849 689 511 41 2561 2586 2614 2645 2678 2715 2755 2800 2848 2902 2960 3033 3114 3204 3303 3414 3537 3673
42 31506 1997 2603 1968 2633 1935 2665 1900 2700 1861 2739 1818 2782 1771 2829 1720 2880 1663 2937 1601 2999 1533 3067 1449 3151 1355 3245 1251 3350 1135 3465 1006 3594 864 3737 705 3895 42 1997 1968 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1251 1135 1006 864 705 42 2603 2633 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3350 3465 3594 3737 3895
43 32256 2039 2640 2014 2673 1986 2709 1955 2749 1922 2793 1885 2841 1845 2893 1801 2951 1752 3015 1699 3084 1640 3160 1567 3255 1487 3361 1397 3478 1297 3607 1186 3752 1064 3912 927 4090 43 2039 2014 1986 1955 1922 1885 1845 1801 1752 1699 1640 1567 1487 1397 1297 1186 1064 927 43 2640 2673 2709 2749 2793 2841 2893 2951 3015 3084 3160 3255 3361 3478 3607 3752 3912 4090
44 33007 2086 2671 2065 2707 2042 2747 2017 2790 1990 2838 1959 2890 1926 2948 1890 3011 1850 3080 1806 3156 1758 3239 1698 3343 1632 3458 1558 3585 1476 3727 1386 3885 1285 4059 1173 4254 44 2086 2065 2042 2017 1990 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1386 1285 1173 44 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3343 3458 3585 3727 3885 4059 4254
45 33757 2136 2696 2120 2734 2103 2777 2083 2823 2062 2874 2039 2930 2014 2991 1986 3058 1956 3132 1922 3213 1885 3302 1840 3412 1789 3535 1732 3671 1670 3823 1600 3990 1523 4177 1437 4384 45 2136 2120 2103 2083 2062 2039 2014 1986 1956 1922 1885 1840 1789 1732 1670 1600 1523 1437 45 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3823 3990 4177 4384
46 34507 2189 2714 2178 2754 2167 2798 2154 2847 2139 2900 2124 2958 2107 3023 2088 3093 2067 3170 2045 3255 2020 3347 1989 3463 1954 3591 1916 3734 1874 3892 1827 4067 1775 4262 1717 4479 46 2189 2178 2167 2154 2139 2124 2107 2088 2067 2045 2020 1989 1954 1916 1874 1827 1775 1717 46 2714 2754 2798 2847 2900 2958 3023 3093 3170 3255 3347 3463 3591 3734 3892 4067 4262 4479
47 35257 2244 2725 2239 2766 2233 2812 2226 2861 2219 2916 2211 2976 2203 3042 2193 3114 2183 3193 2171 3280 2159 3375 2143 3494 2126 3625 2107 3771 2085 3934 2062 4114 2035 4314 2006 4536 47 2244 2239 2233 2226 2219 2211 2203 2193 2183 2171 2159 2143 2126 2107 2085 2062 2035 2006 47 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536
48 36007 2300 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2299 3948 2299 4130 2299 4331 2299 4556 48 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 48 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556
Nelder Plot Designs
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt
0 000 -00 429 -00 470 -00 516 -00 566 -00 621 -00 682 -00 748 -00 821 -00 901 -00 988 -00 1084 -00 1204 -00 1337 -00 1484 -01 1648 -01 1830 -01 2031 -01 2256
1 750 56 425 61 466 67 512 74 561 81 616 89 676 97 742 107 814 117 893 129 980 141 1075 157 1194 174 1325 193 1471 215 1634 238 1814 265 2014 294 2236
2 1500 111 414 122 454 133 498 146 547 161 600 176 658 193 723 212 793 233 870 255 955 280 1047 311 1163 346 1291 384 1434 426 1592 473 1767 525 1962 583 2179
3 2250 164 396 180 434 197 477 217 523 238 574 261 630 286 691 314 758 344 832 378 913 415 1002 460 1112 511 1235 568 1371 630 1523 700 1690 777 1877 863 2084
4 3001 214 371 235 407 258 447 283 490 310 538 341 590 374 648 410 711 450 780 494 856 542 939 602 1043 668 1158 742 1285 824 1427 914 1585 1015 1759 1127 1954
5 3751 261 340 286 373 314 409 345 449 378 493 415 541 455 593 499 651 548 715 601 784 660 860 733 955 813 1061 903 1178 1003 1307 1114 1452 1236 1612 1373 1790
6 4501 303 303 332 333 365 365 400 400 439 439 482 482 529 529 580 580 637 637 699 699 767 767 851 851 945 945 1049 1050 1165 1165 1294 1294 1436 1437 1595 1595
7 5251 340 261 373 286 409 314 449 345 493 378 541 415 593 455 651 500 714 548 784 602 860 660 955 733 1060 814 1177 904 1307 1003 1451 1114 1611 1237 1789 1373
8 6001 371 214 407 235 447 258 490 283 538 311 590 341 648 374 711 410 780 450 856 494 939 542 1042 602 1157 668 1285 742 1427 824 1584 915 1759 1016 1953 1128
9 6751 396 164 434 180 477 197 523 217 574 238 630 261 691 286 758 314 832 345 913 378 1002 415 1112 461 1235 512 1371 568 1522 631 1690 700 1877 778 2084 863
10 7502 414 111 454 122 498 134 547 147 600 161 658 176 722 194 793 212 870 233 954 256 1047 281 1163 312 1291 346 1433 384 1592 427 1767 474 1962 526 2179 584
11 8252 425 56 466 61 512 67 561 74 616 81 676 89 742 98 814 107 893 118 980 129 1075 142 1194 157 1325 174 1471 194 1634 215 1814 239 2014 265 2236 294
12 9002 429 00 470 00 516 00 566 00 621 00 682 00 748 00 821 00 901 00 988 00 1084 00 1204 00 1337 00 1484 00 1648 00 1830 00 2031 00 2256 00
13 9752 425 -56 466 -61 512 -67 561 -74 616 -81 676 -89 742 -98 814 -107 893 -118 980 -129 1075 -142 1194 -157 1325 -174 1471 -194 1634 -215 1814 -239 2014 -265 2236 -294
14 10502 414 -111 454 -122 498 -134 547 -147 600 -161 658 -176 722 -194 793 -212 870 -233 954 -256 1047 -281 1163 -312 1291 -346 1433 -384 1592 -427 1767 -474 1962 -526 2179 -584
15 11252 396 -164 434 -180 477 -197 523 -217 574 -238 630 -261 691 -286 758 -314 832 -345 913 -378 1002 -415 1112 -461 1235 -512 1371 -568 1522 -631 1690 -700 1877 -778 2084 -863
16 12002 371 -214 407 -235 447 -258 490 -283 538 -311 590 -341 648 -374 711 -410 780 -450 856 -494 939 -542 1042 -602 1157 -668 1285 -742 1427 -824 1584 -915 1759 -1016 1953 -1128
17 12753 340 -261 373 -286 409 -314 449 -345 493 -378 541 -415 593 -455 651 -500 714 -548 784 -602 860 -660 955 -733 1060 -814 1177 -904 1307 -1003 1451 -1114 1611 -1237 1789 -1373
18 13503 303 -303 332 -333 365 -365 400 -400 439 -439 482 -482 529 -529 580 -580 637 -637 699 -699 767 -767 851 -851 945 -945 1049 -1050 1165 -1165 1294 -1294 1436 -1437 1595 -1595
19 14253 261 -340 286 -373 314 -409 345 -449 378 -493 415 -541 455 -593 499 -651 548 -715 601 -784 660 -860 733 -955 813 -1061 903 -1178 1003 -1307 1114 -1452 1236 -1612 1373 -1790
20 15003 214 -371 235 -407 258 -447 283 -490 310 -538 341 -590 374 -648 410 -711 450 -780 494 -856 542 -939 602 -1043 668 -1158 742 -1285 824 -1427 914 -1585 1015 -1759 1127 -1954
21 15753 164 -396 180 -434 197 -477 217 -523 238 -574 261 -630 286 -691 314 -758 344 -832 378 -913 415 -1002 460 -1112 511 -1235 568 -1371 630 -1523 700 -1690 777 -1877 863 -2084
22 16503 111 -414 122 -454 133 -498 146 -547 161 -600 176 -658 193 -723 212 -793 233 -870 255 -955 280 -1047 311 -1163 346 -1291 384 -1434 426 -1592 473 -1767 525 -1962 583 -2179
23 17253 56 -425 61 -466 67 -512 74 -561 81 -616 89 -676 97 -742 107 -814 117 -893 129 -980 141 -1075 157 -1194 174 -1325 193 -1471 215 -1634 238 -1814 265 -2014 294 -2236
24 18004 -00 -429 -00 -470 -00 -516 -00 -566 -00 -621 -00 -682 -00 -748 -00 -821 -00 -901 -00 -988 -00 -1084 -00 -1204 -00 -1337 -00 -1484 -01 -1648 -01 -1830 -01 -2031 -01 -2256
25 18754 -56 -425 -61 -466 -67 -512 -74 -561 -81 -616 -89 -676 -97 -742 -107 -814 -117 -893 -129 -980 -141 -1075 -157 -1194 -174 -1325 -193 -1471 -215 -1634 -238 -1814 -265 -2014 -294 -2236
26 19504 -111 -414 -122 -454 -133 -498 -146 -547 -161 -600 -176 -658 -193 -723 -212 -793 -233 -870 -255 -955 -280 -1047 -311 -1163 -346 -1291 -384 -1434 -426 -1592 -473 -1767 -525 -1962 -583 -2179
27 20254 -164 -396 -180 -434 -197 -477 -217 -523 -238 -574 -261 -630 -286 -691 -314 -758 -344 -832 -378 -913 -415 -1002 -460 -1112 -511 -1235 -568 -1371 -630 -1523 -700 -1690 -777 -1877 -863 -2084
28 21004 -214 -371 -235 -407 -258 -447 -283 -490 -310 -538 -341 -590 -374 -648 -410 -711 -450 -780 -494 -856 -542 -939 -602 -1043 -668 -1158 -742 -1285 -824 -1427 -914 -1585 -1015 -1759 -1127 -1954
29 21754 -261 -340 -286 -373 -314 -409 -345 -449 -378 -493 -415 -541 -455 -593 -499 -651 -548 -715 -601 -784 -660 -860 -733 -955 -813 -1061 -903 -1178 -1003 -1307 -1114 -1452 -1236 -1612 -1373 -1790
30 22505 -303 -303 -332 -333 -365 -365 -400 -400 -439 -439 -482 -482 -529 -529 -580 -580 -637 -637 -699 -699 -767 -767 -851 -851 -945 -945 -1049 -1050 -1165 -1165 -1294 -1294 -1436 -1437 -1595 -1595
31 23255 -340 -261 -373 -286 -409 -314 -449 -345 -493 -378 -541 -415 -593 -455 -651 -500 -714 -548 -784 -602 -860 -660 -955 -733 -1060 -814 -1177 -904 -1307 -1003 -1451 -1114 -1611 -1237 -1789 -1373
32 24005 -371 -214 -407 -235 -447 -258 -490 -283 -538 -311 -590 -341 -648 -374 -711 -410 -780 -450 -856 -494 -939 -542 -1042 -602 -1157 -668 -1285 -742 -1427 -824 -1584 -915 -1759 -1016 -1953 -1128
33 24755 -396 -164 -434 -180 -477 -197 -523 -217 -574 -238 -630 -261 -691 -286 -758 -314 -832 -345 -913 -378 -1002 -415 -1112 -461 -1235 -512 -1371 -568 -1522 -631 -1690 -700 -1877 -778 -2084 -863
34 25505 -414 -111 -454 -122 -498 -134 -547 -147 -600 -161 -658 -176 -722 -194 -793 -212 -870 -233 -954 -256 -1047 -281 -1163 -312 -1291 -346 -1433 -384 -1592 -427 -1767 -474 -1962 -526 -2179 -584
35 26255 -425 -56 -466 -61 -512 -67 -561 -74 -616 -81 -676 -89 -742 -98 -814 -107 -893 -118 -980 -129 -1075 -142 -1194 -157 -1325 -174 -1471 -194 -1634 -215 -1814 -239 -2014 -265 -2236 -294
36 27005 -429 00 -470 00 -516 00 -566 00 -621 00 -682 00 -748 00 -821 00 -901 00 -988 00 -1084 00 -1204 00 -1337 00 -1484 00 -1648 00 -1830 00 -2031 00 -2256 00
37 27756 -425 56 -466 61 -512 67 -561 74 -616 81 -676 89 -742 98 -814 107 -893 118 -980 129 -1075 142 -1194 157 -1325 174 -1471 194 -1634 215 -1814 239 -2014 265 -2236 294
38 28506 -414 111 -454 122 -498 134 -547 147 -600 161 -658 176 -722 194 -793 212 -870 233 -954 256 -1047 281 -1163 312 -1291 346 -1433 384 -1592 427 -1767 474 -1962 526 -2179 584
39 29256 -396 164 -434 180 -477 197 -523 217 -574 238 -630 261 -691 286 -758 314 -832 345 -913 378 -1002 415 -1112 461 -1235 512 -1371 568 -1522 631 -1690 700 -1877 778 -2084 863
40 30006 -371 214 -407 235 -447 258 -490 283 -538 311 -590 341 -648 374 -711 410 -780 450 -856 494 -939 542 -1042 602 -1157 668 -1285 742 -1427 824 -1584 915 -1759 1016 -1953 1128
41 30756 -340 261 -373 286 -409 314 -449 345 -493 378 -541 415 -593 455 -651 500 -714 548 -784 602 -860 660 -955 733 -1060 814 -1177 904 -1307 1003 -1451 1114 -1611 1237 -1789 1373
42 31506 -303 303 -332 333 -365 365 -400 400 -439 439 -482 482 -529 529 -580 580 -637 637 -699 699 -767 767 -851 851 -945 945 -1049 1050 -1165 1165 -1294 1294 -1436 1437 -1595 1595
43 32256 -261 340 -286 373 -314 409 -345 449 -378 493 -415 541 -455 593 -499 651 -548 715 -601 784 -660 860 -733 955 -813 1061 -903 1178 -1003 1307 -1114 1452 -1236 1612 -1373 1790
44 33007 -214 371 -235 407 -258 447 -283 490 -310 538 -341 590 -374 648 -410 711 -450 780 -494 856 -542 939 -602 1043 -668 1158 -742 1285 -824 1427 -914 1585 -1015 1759 -1127 1954
45 33757 -164 396 -180 434 -197 477 -217 523 -238 574 -261 630 -286 691 -314 758 -344 832 -378 913 -415 1002 -460 1112 -511 1235 -568 1371 -630 1523 -700 1690 -777 1877 -863 2084
46 34507 -111 414 -122 454 -133 498 -146 547 -161 600 -176 658 -193 723 -212 793 -233 870 -255 955 -280 1047 -311 1163 -346 1291 -384 1434 -426 1592 -473 1767 -525 1962 -583 2179
47 35257 -56 425 -61 466 -67 512 -74 561 -81 616 -89 676 -97 742 -107 814 -117 893 -129 980 -141 1075 -157 1194 -174 1325 -193 1471 -215 1634 -238 1814 -265 2014 -294 2236
48 36007 -00 429 -00 470 -00 516 -00 566 -00 621 -00 682 -00 748 -00 821 -00 901 -00 988 -00 1084 -00 1204 -00 1337 -00 1484 -01 1648 -01 1830 -01 2031 -01 2256
Nelder Plot Designs
of Arcs 16 MinDens 247 per hect
Rectangularity 141 MaxDens 4000 per hect
Rate of Change 10972664521
Angle between Spokes 01309260715 First 130619356715
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
Spoke Treeshec 4816 4000 3322 2759 2292 1904 1581 1313 1091 906 752 610 495 402 326 264 214 174
Area (sqm) 208 250 301 362 436 525 633 762 917 1104 1329 1639 2020 2490 3070 3785 4666 5752
Side (m) 144 158 173 190 209 229 251 276 303 332 365 405 449 499 554 615 683 758
7502 Radius (m) 1306 1433 1573 1726 1893 2078 2280 2501 2745 3012 3305 3669 4074 4523 5022 5577 6192 6875
Radius (feet) 429 470 516 566 621 682 748 821 901 988 1084 1204 1337 1484 1648 1830 2031 2256
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt
0 00 4285 000 4702 000 5160 000 5661 000 6212 000 6816 000 7479 000 8207 000 9005 000 9881 000 10842 000 12038 000 13366 000 14841 000 16478 000 18296 000 20314 000 22555 000
1 75 4249 559 4662 614 5115 674 5613 739 6159 811 6758 890 7415 976 8137 1071 8928 1176 9796 1290 10749 1415 11935 1572 13252 1745 14714 1937 16337 2151 18139 2389 20140 2652 22362 2945
2 150 4139 1109 4542 1217 4984 1336 5468 1466 6000 1608 6584 1765 7224 1936 7927 2125 8698 2331 9544 2558 10473 2807 11628 3116 12911 3460 14335 3842 15916 4266 17672 4736 19622 5259 21786 5839
3 225 3959 1640 4344 1800 4767 1975 5230 2167 5739 2378 6297 2609 6910 2863 7582 3141 8319 3447 9129 3782 10016 4150 11121 4608 12348 5116 13711 5680 15223 6307 16903 7003 18767 7775 20838 8633
4 300 3711 2143 4072 2352 4468 2580 4903 2831 5380 3107 5903 3409 6477 3740 7107 4104 7798 4503 8557 4941 9389 5422 10425 6020 11575 6684 12852 7422 14270 8241 15844 9150 17592 10159 19532 11280
5 375 3400 2609 3730 2863 4093 3142 4491 3447 4928 3782 5407 4150 5933 4554 6510 4997 7144 5483 7838 6016 8601 6601 9550 7330 10603 8138 11773 9036 13072 10033 14514 11140 16115 12369 17892 13733
6 450 3030 3031 3324 3326 3648 3649 4003 4004 4392 4393 4819 4821 5288 5290 5802 5804 6367 6369 6986 6988 7665 7668 8511 8514 9450 9453 10492 10496 11650 11654 12935 12939 14362 14367 15946 15952
7 525 2608 3400 2862 3731 3140 4094 3446 4492 3781 4929 4149 5409 4552 5935 4995 6512 5481 7145 6014 7840 6599 8603 7327 9552 8135 10606 9032 11776 10029 13075 11135 14517 12364 16119 13727 17897
8 600 2142 3712 2350 4073 2579 4469 2830 4904 3105 5381 3407 5904 3738 6478 4102 7108 4501 7800 4939 8558 5419 9391 6017 10427 6681 11577 7418 12854 8236 14272 9145 15847 10153 17595 11274 19536
9 675 1639 3960 1798 4345 1973 4767 2165 5231 2376 5740 2607 6298 2861 6911 3139 7583 3444 8320 3779 9130 4147 10018 4604 11123 5112 12350 5676 13712 6302 15225 6998 16905 7769 18770 8627 20840
10 750 1108 4140 1216 4542 1334 4984 1464 5469 1606 6001 1762 6585 1934 7225 2122 7928 2328 8699 2555 9545 2803 10473 3113 11629 3456 12912 3837 14336 4261 15918 4731 17674 5253 19623 5832 21788
11 825 558 4249 612 4662 672 5116 737 5613 809 6159 888 6758 974 7416 1069 8137 1173 8928 1287 9797 1412 10750 1568 11936 1741 13252 1933 14714 2146 16338 2383 18140 2646 20141 2938 22363
12 900181 -001 4285 -001 4702 -002 5160 -002 5661 -002 6212 -002 6816 -002 7479 -003 8207 -003 9005 -003 9881 -003 10842 -004 12038 -004 13366 -005 14841 -005 16478 -006 18296 -006 20314 -007 22555
Treesacre 1949 1619 1344 1117 927 770 640 531 441 367 304 247 200 163 132 107 87 70
Acres 015 018 022 026 031 037 044 053 063 075 090 110 135 166 204 250 307 378
6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6
8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8
11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11
14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14
17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17
19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19
25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25
28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28
31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31
Page 3: Systematic Planting Designs for Assessing the Controls of

Use of Planting Trials in ForestryCompetitionldquoWhen the immediate supply of a single factor necessary for growth falls below the combined demands of the individual plants competition beginsrdquo

~ Clements (Donald CM 1963 Competition among crop and pasture plants Adv Agron 15 1-118)

Use of Planting Trials in ForestryBlock Replicated Experimentsbull There is extensive literature about

the use of block replicated spacing studies

bull Guiding many silvicultural systems in western forests

400 TPH

800 TPH

Use of Planting Trials in ForestryBlock Replicated Experimentsbull These approaches utilize an area based approach to define

the sampling unit (ie each block is 1 sample)bull This study of 2 species

bull ~5 acres per block setbull 6 replicatesbull 12 densitiesbull 110 trees in each

6 x 12 x 110 = 7920 trees to track

~30 acres invested

Add a second species double everything

Understanding Nelder PlotsIndividual Focused ndash Systematic Experimentsbull John Nelder ndash a British Statistician trying to identify

ideal agricultural plant spacingbull Nelder JA 1962 New kinds of systematic designs for spacing

experiments Biometrics 18 283-307

bull Proposed 5 designs for varying spacing and rectangularity

Ia Ib Ic Id II

Density Rectangularity Both Both Both

Understanding Nelder PlotsIndividual Focused ndash Systematic Experimentsbull The Ia design has been the most widely adapted for

forestry applicationsIa

Density

bull Maintains rectangularity at ~11 while varying spacing

bull Each tree along a spoke represents a different density

bull Each spoke represents a replicatebull While this shows one quadrant these are

commonly installed as full circles

Individual Focused ndash Systematic Experiments

Understanding Nelder Plots

bull Full plots can be divided to investigate site prep species providence etc

bull Effects are separated by guard spokes

bull Density is maintained by guard archesbull This scenario produces 4

replicates of 9 densitiesbull Depending on spacing this could

take as little as 1 acre

bull Multiple plots could be used to investigate across site index

Individual Focused ndash Systematic Experiments

Understanding Nelder Plots

bull Example of mixed species planting for assessing intra-species competition

14 densities5 replicates0325 acres

625 ndash 25267 TPH

Individual Focused ndash Systematic Experiments

Understanding NelderPlots

bull Replicated Douglas-fir plots in Oregonbull Done with a modified Nelder Ia design

Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots

000

200

400

600

800

1000

1200

1400

1600

1800

0 5 10 15 20 25 30 35

Age (years)

Dia

met

er (i

nche

s)

DF 17DF 16DF 15DF 14DF 13DF 12DF 11DF 10DF 9DF 8DF 7DF 6DF 5DF 4DF 3DF 2DF 1

36 years old16 Densities48 Replicates

5 plots

Chart7

DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Diameter (inches)
Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
08879221451
088441858
08840087766
09021935304
09432154464
09894118788
10184185902
10272518345
10237903437
10032543518
0963510934
09260855676
09127484432
09179795184
09274672257
09449261647
09722764851
23582445146
23471941558
23594257372
2387346104
24194343964
24587560745
24935491371
24885572688
24322481268
23456399305
22311432468
20953457902
19796119405
18960065573
18353704902
18269409618
18731288925
52386478781
5209638449
52085542777
51971245275
51293513843
50162237233
48630849638
46339642433
43397526122
40337054028
37221136636
34149934861
31617716346
2966501578
28325916798
28417702315
29868715123
80356163346
78611346984
76720923034
74209859711
70800039827
67094971887
6319145007
58621133795
53758850954
49288905519
44973181312
40836102132
37636928623
35281322894
33756388063
34425716206
37061887307
102727386361
99643186647
95588245945
90452563203
8452301835
7854674068
72454622878
6600447733
60019483865
55140563529
50652427931
4631372927
42942650898
4041041084
38729215793
39659416724
42987790716
116965575263
112481683669
106637238298
99649357798
92003879643
8469050307
7780974203
71040201554
64803125364
59569475142
54951362753
5061620616
4693302392
43971315138
42293400094
43837433222
48038239757
146847752901
139454491639
129749989232
118919470297
10801175212
9856446837
90748900902
83270642161
76038922306
70222015501
65731878119
61587521242
57835233432
55141469348
54308806423
56567049368
61019669569
156963206704
148536553635
13755958162
125408285759
113383859011
103345973707
95309580573
87625280868
80516230661
75620598051
72158581102
6804304435
63835221826
61711997118
62338599962
65091907145
68519620887
165340219651
156059149201
14414212317
131501047574
119310334103
108926449997
10028826524
91981296568
84611105449
80175431209
7753197576
7363065886
68647071345
655423052
66051246095
69618692409
73971146986

Design

Design

70
87
107
132
163
200
247
304
367
441
531
640
770
927
1117
1344
1619
1949
Nelder Plot Design - Arc TreesAcreDimensions in feet

Plot Center

Plot Square

Plot Square

70
87
107
132
163
200
247
304
367
441
531
640
770
927
1117
1344
1619
1949
Nelder Research Plot DesignTrees per Acre in each Arc

TreeList

DoH

DoH

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
8333 Dbh(Ht-45)
Douglas-fir DbhHeight Ratios (cmm) at 31 YearsNewton amp Cole Nelder Plots

Height

GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
8333 Dbh(Ht-45)
Grand fir DbhHeight Ratios (cmm) at 31 YearsNewton amp Cole Nelder Plots

Dbh

Douglas-fir
Grand Fir
Arc Position
8333 Dbh(Ht-45)
Douglas-fir and Grand fir - DbhHeight Ratios (cmm)Newton amp Cole Nelder Plots

DoH_Arc

DoH_Arc

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
Height (feet)
Douglas-fir Heights (feet) - Msmt at 31 YearsNewton amp Cole Nelder Plots

Htt_Arc

GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
Height (feet)
Grand fir Heights (feet) - Msmt at 31 YearsNewton amp Cole Nelder Plots

Dbh_Arc

Grand Fir
Douglas-fir
Arc Position
Height (feet)
Douglas-fir and Grand fir - Heights at 31 YearsNewton amp Cole Nelder Plots

Vol_Arc

Vol_Arc

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
Dbh (inches)
Douglas-fir Dbh - Msmt at 31 YearsNewton amp Cole Nelder Plots
GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
Dbh (inches)
Grand fir Dbh - Msmt at 31 YearsNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc Position
Dbh (inches)
Douglas-fir and Grand fir - Dbh at 31 YearsNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
8333 Dbh(Ht-45)
Douglas-fir DbhHeight Ratios (cmm) by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
8333 Dbh(Ht-45)
Grand fir DbhHeight Ratios (cmm) by Age and ArcNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Age (years)
8333 Dbh(Ht-45)
Douglas-fir and Grand fir - DbhHeight Ratios (cmm)Newton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Height (feet)
Douglas-fir Heights by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Height (feet)
Grand fir Heights by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Total Height (feet)
Douglas-fir and Grand fir - HeightsNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Competitive Stress Index (density level)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Initial Dbh (Height-45) (cmm)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Competitive Stress Index (density level)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Diameter (inches)
Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Diameter (inches)
Grand fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Diameter BH (inches)
Douglas-fir and Grand fir - Dbh by AgeNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
Height Increment (feet)
Douglas-fir and Grand fir - Height Increment by DensityNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Hinc Sinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
Dbh Increment (inches)
Douglas-fir and Grand fir - Dbh Increment by DensityNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Dinc Sinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Hinc Tinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Dinc Tinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Competitive Stress Index (density level)
Hinc Tinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Competitive Stress Index (density level)
Dinc Tinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Cubic feet Tree
Douglas-fir - Tree Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Cubic feet Tree
Grand fir - Tree Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Total Cubic feet Tree
Douglas-fir and Grand fir - Tree Cubic Volume by AgeNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Cubic feet Acre
Douglas-fir - Stand Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Cubic feet Acre
Grand fir - Stand Cubic Volume by Age and ArcNewton amp Cole Nelder Plots

Analytical Challenges

8 trees

8 trees

Block Replicated Experimentsbull Independent blocks representing density

levels with sets of blocks creating replicationbull Randomizing block arrangements ensures their

independence and allows us to meet common analysis assumptions

bull Designed for analysis of variance for deriving inference (ie ANOVA and linear regression)

bull Each set of blocks represents a single sample

Analytical ChallengesIndividual Focused ndash Systematic Experimentbull Each arch represents a density level with trees in the arch

creating replicationbull Since there is no way to randomize this we donrsquot meet the assumptions

for analysis of variance

bull Designed for model-based inference approachesbull Each spoke provides a single sample for each density level

Black Hills Nelder Plots

bull ponderosa pinebull 21 acres per plotbull 16 densitiesbull 52 spokes 24 replicatesbull 2 ndash site preparations

Photo Curtesy of Mike Battaglia RMRS

1 year after planting

Photo Curtesy of Mike Battaglia RMRS

Study Designbull 3 ndash Nelder Ia design plots at SI of 50-60bull Planted in 1969 with 2 year old seedlings

bull Implemented by Charles Boldt of Rocky Mountain Forest and Range Experiment Station USDA Forest Service

bull Spacing from 3x3 ft to 19x19 ftbull Or 4808 to 118 trees per acre

bull Each plot has 24 replicates of each spacing and treatmentbull 2304 possible sample trees each time step

bull Inventories of DBH and height at agesbull 3 6 8 9 11 and 12 then again at age 45bull Increment cores collected from 3 trees at each

density in each plot ndash 144 cores

Half Plot Schematic

Plot Locations in the Black Hillrsquos Experimental Forest

45 year after planting

Objectives amp Methods

ObjectivesHow does spacing and site preparation impact tree size and growth incrementDoes FVS accurately represent small tree growthHow does spacing impact growth during drought periods

Methodsbull Trees filtered for alive local neighborhoodsbull Tree size ndash DBH and heightbull Growth increment - Periodic Annual Basal Area

Increment per treebull Compared against bareground FVS simulationsbull Increment cores to evaluate growth during droughts

Results

Spacingbull Optimal spacing increases with agebull This informs the timing of thinning to

capture growth

USDA FS ndash Black Hills Experimental Forest Virtual Tour

12 years old25 years old

24rdquo68rdquo

Results

Site Preparationbull The effect of spacing is

overwhelmed by grass competition

Herbicide and Tilling 12rdquo Scalps

Photo Curtesy of Mike Battaglia RMRS

Plantation Age 12

ImplicationsSilviculturebull Informing the

timing of thinningWood Qualitybull Impacts on wood

density and knotsGrowth amp Yieldbull Validatingrefining

modeling of tree growth

3rsquo x 3rsquo 7rsquo x 7rsquo 12rsquo x 12rsquo 17rsquo x 17rsquo SpacingRelative Size at Age 45

Herbicide and Tilling

Growth Rate12rdquo Scalps

USDA FS ndash Black Hills Experimental Forest

Virtual Tour No significant treatment effect at age 45

Validating FVSDirect evaluation of Central Rockies variant small tree growth modelbull Bareground simulations at 50 55 and 60

for site indexbull Treelist output at age 3 6 9 and 12

Initiating Bareground Simulations

Year 12 of Bareground Simulations

Photo Curtesy of Mike Battaglia RMRS

Direct Evaluation of FVS BiasDBHbull Underprediction that gets worse with agebull Under accounts for the effect of site index in small treesbull Under accounts for the effect of densitybull Good reason to incorporate site preparation into FVS

DBH Bias at Age 12bull Scalped ndash FVS biasrsquos

were -8 -42 and -86 for SI of 50 55 and 60 respectively

bull Herbicide ndash FVS biasrsquos were -167 -179 and -231 for SI of 50 55 and 60 respectively

Direct Evaluation of FVS BiasHeightbull Generally capture the rate of height growthbull Under accounts for the effect of planting densitybull Under accounts for the effect of site index in small treesbull Good reason to incorporate site preparation into FVS

Height Bias at Age 12bull Scalped ndash FVS biasrsquos

were +7 -8 and -39 for SI of 50 55 and 60 respectively

bull Herbicide ndash FVS biass were -48 -57 and -97 for SI of 50 55 and 60 respectively

Further analysis will evaluate model drift

Evaluating Drought Impact on GrowthCompetition impact on resistance resilience to drought

=119861119861119861119861119861119861119889119889119889119889119889119889119889119889119889119889119889119889119861119861119861119861119861119861119901119901119889119889119901119901

=119861119861119861119861119861119861119901119901119901119901119901119901119901119901119861119861119861119861119861119861119901119901119889119889119901119901

Resilience

bull Competition evaluated as relative stand density index (r-SDI)

Trees Per Acre

1985 Drought 2002 Droughtn DBH (in) r-SDI n DBH (in) r-SDI

120 7 29 (10) 003 8 74 (17) 015

195 8 24 (13) 004 8 60 (13) 017

316 7 29 (13) 009 8 60 (11) 028

512 7 19 (06) 007 8 49 (09) 032

830 9 22 (11) 016 9 46 (12) 049

1347 8 16 (06) 014 8 37 (08) 056

2185 8 17 (07) 028 8 37 (06) 089

3551 7 15 (07) 035 8 30 (07) 102

Resistance

bull Droughts identified as periods of PDSI below -25

Mean PDSI -33

Mean PDSI -28

Only showing 8 of 16 densities

Evaluating Drought Impact on GrowthCompetition impact on resistance resilience to droughtbull Strong density dependent

response during 1985 eventbull Many trees above 1 meaning

accelerating growth

bull No significant effect during 2002 eventbull Most trees below 1 meaning

reduced growth

Similar responses have been seen to these droughts in other datasets

But the 1985 drought was more severe so what is going on

Evaluating Drought Impact on GrowthStand development stage impact on resistance resilience researchbull Density dependent growth research makes it

clear that trees follow a sigmoidal curvebull First drought occurred during the up swing of the

sigmoidal curvebull Second drought occurred afterwhile trees began

declining on the sigmoidal curve

bull This provides similar resistanceresilience values to those observed

FVS Bareground Simulations

FVS Simulated Values

Acknowledgements

Jonah Rampini ndash UndergraduateSam Chaplin ndash Undergraduate Mike Battaglia ndash RMRS Seth Ex ndash CSU Chad Hoffman ndash CSU Questions

  • Systematic Planting Designs for Assessing the Controls of Forest Density on Growth
  • Outline
  • Use of Planting Trials in Forestry
  • Use of Planting Trials in Forestry
  • Use of Planting Trials in Forestry
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Analytical Challenges
  • Analytical Challenges
  • Black Hills Nelder Plots
  • Slide Number 14
  • Study Design
  • Plot Locations in the Black Hillrsquos Experimental Forest
  • Objectives amp Methods
  • Results
  • Results
  • Growth Rate
  • Validating FVS
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
00625 025 0375 025 00625 Cubic foot Volumes
6 8 11 14 17 19 25 28 31 Plantation Age Cubic Volume per Acre by Plantation Age
Species Arc Aveage Dbh 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 Tpa 6 8 11 14 17 19 25 28 31
DF 1 405 002 011 046 095 159 225 482 618 787 002 010 042 084 140 196 432 582 732 1949 0 0 0 0 0 0 0 0 0
DF 2 274 001 008 030 058 095 129 312 496 609 002 010 037 073 121 167 381 541 667 1619 0 0 0 0 0 0 0 0 0
DF 3 305 002 009 037 066 110 150 363 529 628 001 010 037 071 119 161 362 514 622 1344 0 0 0 0 0 0 0 0 0
DF 4 335 001 010 041 081 138 182 366 479 567 001 010 041 079 132 179 384 516 633 1117 0 0 0 0 0 0 0 0 0
DF 5 354 001 011 047 089 147 202 424 528 688 001 011 048 091 152 209 432 564 715 927 0 0 0 0 0 0 0 0 0
DF 6 386 001 012 053 100 166 238 490 658 851 001 013 057 110 181 247 497 653 837 770 0 0 0 0 0 0 0 0 6448
DF 7 449 002 015 071 141 226 298 576 783 1007 002 014 068 136 220 295 572 742 936 640 0 0 0 0 0 0 0 4746 5989
DF 8 483 002 016 081 165 262 344 644 785 949 002 016 081 165 262 350 658 819 1006 531 0 0 0 0 0 0 3496 4347 5341
DF 9 520 002 017 091 189 293 401 731 868 1044 002 017 094 198 313 417 780 937 1131 441 0 0 0 0 0 0 3441 4131 4990
DF 10 578 002 019 109 236 372 492 954 1127 1346 002 018 107 236 382 505 942 1118 1349 367 0 0 0 0 0 1853 3456 4103 4953
DF 11 645 002 018 122 285 478 621 1130 1353 1652 002 018 117 274 462 608 1117 1322 1608 304 0 0 0 0 1403 1848 3397 4019 4888
DF 12 680 002 017 120 298 528 699 1252 1461 1780 002 017 123 306 540 718 1315 1551 1898 247 0 0 0 0 1335 1774 3247 3832 4687
DF 13 748 001 016 129 340 624 837 1543 1817 2260 001 016 126 337 622 845 1577 1872 2281 200 0 0 0 675 1245 1690 3154 3743 4562
DF 14 803 001 015 129 369 701 977 1876 2249 2685 001 015 128 367 708 987 1909 2295 2775 163 0 0 0 598 1155 1608 3112 3741 4523
DF 15 877 001 015 131 405 823 1172 2331 2849 3422 001 015 127 389 786 1125 2269 2764 3340 132 0 0 0 513 1038 1484 2996 3649 4409
DF 16 895 001 013 119 382 816 1194 2535 3106 3780 001 014 126 407 854 1252 2630 3235 3938 107 0 0 0 436 914 1340 2814 3462 4213
DF 17 972 001 015 131 446 955 1442 3133 3897 4790 001 015 128 428 912 1363 2933 3634 4452 87 0 0 0 372 794 1186 2552 3161 3873
GF 1 362 001 006 030 062 118 189 370 416 590 001 006 026 054 107 166 338 386 555 1949 0 0 0 0 0 0 0 0 0
GF 2 236 001 005 018 038 081 110 263 307 454 001 005 023 047 098 146 306 368 538 1619 0 0 0 0 0 0 0 0 0
GF 3 257 001 005 020 041 097 146 286 368 572 001 005 021 044 098 143 298 392 569 1344 0 0 0 0 0 0 0 0 0
GF 4 280 001 006 024 050 110 157 318 487 641 001 005 024 049 106 154 327 450 637 1117 0 0 0 0 0 0 0 0 0
GF 5 290 001 005 025 052 101 156 359 469 699 001 006 029 060 121 177 389 525 726 927 0 0 0 0 0 0 0 0 0
GF 6 368 001 007 038 079 157 212 483 621 806 001 007 035 076 146 216 482 640 863 770 0 0 0 0 0 0 0 0 6647
GF 7 410 001 008 042 094 167 275 589 792 1063 001 007 040 092 176 262 586 785 1052 640 0 0 0 0 0 0 0 5027 6731
GF 8 439 001 007 041 101 214 305 708 985 1290 001 007 046 110 206 299 671 903 1227 531 0 0 0 0 0 0 3561 4792 6514
GF 9 479 001 008 054 132 225 312 718 925 1370 001 008 054 135 246 342 746 993 1355 441 0 0 0 0 0 0 3289 4379 5975
GF 10 532 001 009 066 168 296 397 774 1041 1350 001 009 063 164 301 409 864 1133 1502 367 0 0 0 0 0 0 3171 4158 5511
GF 11 607 001 010 073 198 389 525 1111 1441 1834 001 009 067 184 353 482 1027 1317 1701 304 0 0 0 0 0 1464 3121 4004 5170
GF 12 613 001 007 063 186 368 511 1156 1431 1818 001 008 065 193 391 546 1193 1496 1932 247 0 0 0 0 0 1349 2947 3695 4772
GF 13 663 001 007 062 202 433 613 1318 1612 2166 001 007 060 195 424 614 1379 1722 2228 200 0 0 0 0 848 1228 2758 3444 4456
GF 14 728 001 006 056 199 474 723 1664 2097 2657 001 006 053 187 441 672 1584 2011 2569 163 0 0 0 0 719 1095 2582 3277 4188
GF 15 746 000 005 042 163 428 691 1767 2330 2917 001 006 045 169 435 699 1767 2283 2888 132 0 0 0 0 574 922 2332 3013 3812
GF 16 774 001 005 036 143 405 690 1867 2390 3016 001 005 040 154 426 718 1942 2544 3228 107 0 0 0 0 456 768 2078 2722 3454
GF 17 818 001 006 040 149 440 773 2228 2990 3844 001 006 039 149 430 747 2109 2799 3579 87 0 0 0 0 374 650 1835 2435 3114
Douglas-fir 571 001 014 087 220 406 565 1126 1388 1697
Grand Fir 506 001 007 043 121 265 399 940 1218 1593
00625 025 0375 025 00625 Plantation Dbh
6 8 11 14 17 19 25 28 31 Plantation Age Dbh and Height Growth for Period 11 to 17 (six years) Dbh and Height Growth for Period 19 to 25 (six years)
Species Arc Aveage Dbh 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 Dbh Inc Htt Inc Rdinc Rhinc Tpa CSI_11 DoH_11 Dbh Inc Htt Inc Rdinc Rhinc Tpa CSI_19 DoH_19
DF 1 405 100 193 315 397 463 520 651 712 772 097 187 299 371 430 480 610 685 740 131 1504 0562 0773 1949 337 1266 130 1637 0587 0889 1949 605 1013
DF 2 274 091 174 260 310 354 389 516 627 671 094 183 284 344 397 438 566 651 696 112 1591 0481 0818 1619 265 1211 127 1695 0576 0920 1619 446 0900
DF 3 305 094 181 280 327 374 409 540 624 656 093 184 283 338 387 423 543 623 661 104 1688 0445 0868 1344 219 1197 120 1748 0544 0949 1344 354 0835
DF 4 335 091 191 296 357 413 444 540 598 624 092 190 297 353 404 440 551 617 655 107 1768 0460 0909 1117 192 1235 112 1773 0505 0963 1117 309 0838
DF 5 354 091 196 314 372 422 462 573 620 675 091 198 316 376 429 469 578 638 686 113 1819 0485 0935 927 171 1297 109 1790 0493 0972 927 279 0872
DF 6 386 089 205 333 394 449 500 614 684 744 093 210 341 408 463 506 616 680 736 122 1848 0521 0949 770 156 1376 110 1808 0496 0982 770 256 0925
DF 7 449 098 229 377 459 516 554 662 740 803 096 223 372 450 507 550 657 722 775 134 1873 0575 0962 640 144 1469 108 1818 0488 0987 640 237 0990
DF 8 483 101 234 404 492 551 591 694 741 779 100 235 403 493 551 596 702 756 802 148 1894 0634 0973 531 132 1573 107 1829 0482 0993 531 220 1062
DF 9 520 105 243 430 529 587 640 742 781 819 102 243 434 538 600 648 760 805 846 166 1909 0712 0981 441 120 1686 112 1848 0508 1003 441 205 1148
DF 10 578 101 254 469 589 657 706 840 881 921 103 249 463 586 660 710 833 876 920 197 1938 0842 0996 367 109 1799 122 1858 0553 1009 367 194 1250
DF 11 645 105 252 495 643 736 786 914 965 1019 102 249 486 632 725 778 907 953 1003 238 1980 1020 1017 304 96 1897 129 1847 0585 1002 304 183 1361
DF 12 680 100 245 497 664 779 839 965 1006 1058 099 246 502 671 785 847 986 1033 1089 284 2011 1215 1033 247 81 1986 139 1828 0628 0992 247 167 1481
DF 13 748 094 242 519 712 848 919 1076 1127 1195 094 242 513 708 845 920 1080 1134 1193 332 2027 1423 1041 200 68 2069 160 1821 0724 0988 200 152 1616
DF 14 803 089 238 522 745 902 994 1184 1248 1302 090 239 520 742 905 996 1189 1254 1315 385 2034 1648 1045 163 56 2128 193 1830 0872 0994 163 139 1757
DF 15 877 087 237 525 781 978 1089 1318 1399 1462 088 236 521 767 956 1066 1297 1376 1441 435 2042 1863 1049 132 46 2163 231 1852 1046 1005 132 124 1886
DF 16 895 089 230 512 770 982 1109 1381 1469 1545 088 235 521 786 996 1125 1395 1485 1561 475 2057 2036 1057 107 37 2183 270 1876 1220 1018 107 109 1987
DF 17 972 089 238 528 818 1048 1199 1514 1622 1710 089 236 524 804 1027 1170 1468 1570 1653 503 2076 2156 1067 87 30 2188 299 1895 1352 1029 87 94 2049
GF 1 362 073 156 267 344 413 479 634 688 738 073 152 252 323 390 444 585 633 689 138 1532 0565 0753 1949 279 1233 141 873 0521 0388 1949 546 0943
GF 2 236 072 143 217 277 334 359 474 504 570 073 148 236 302 367 411 529 578 642 131 1711 0536 0841 1619 217 1197 118 1296 0438 0576 1619 411 0846
GF 3 257 074 144 224 285 357 401 486 541 627 072 147 232 294 361 401 502 564 631 129 1854 0528 0911 1344 177 1200 100 1595 0371 0708 1344 331 0802
GF 4 280 070 153 247 309 381 421 512 619 659 071 151 243 306 372 414 515 590 654 129 1901 0529 0934 1117 154 1247 100 1731 0372 0769 1117 287 0814
GF 5 290 070 152 250 313 366 415 535 596 677 071 158 263 329 394 439 552 625 689 131 1907 0538 0937 927 139 1308 113 1841 0419 0818 927 256 0850
GF 6 368 070 172 295 367 444 480 609 669 722 073 168 287 361 428 479 604 674 738 141 1936 0576 0951 770 128 1381 125 1960 0463 0871 770 238 0904
GF 7 410 079 180 315 397 456 532 658 738 806 076 174 310 395 467 524 658 737 803 157 1984 0645 0975 640 116 1478 134 2070 0496 0919 640 223 0972
GF 8 439 077 170 319 423 517 570 722 823 886 078 177 331 430 506 561 701 786 861 175 2013 0717 0990 531 103 1585 140 2166 0517 0962 531 203 1039
GF 9 479 081 181 357 468 531 579 724 795 907 081 183 356 471 549 599 736 820 900 193 2022 0789 0994 441 94 1684 137 2224 0506 0988 441 184 1107
GF 10 532 084 196 389 519 598 641 749 835 894 082 192 382 514 603 652 786 868 942 220 2040 0902 1002 367 85 1777 135 2253 0499 1001 367 172 1196
GF 11 607 084 204 411 564 683 738 889 974 1037 081 194 397 548 656 710 857 935 1002 259 2054 1062 1010 304 74 1870 146 2292 0542 1018 304 161 1308
GF 12 613 076 182 393 561 681 743 917 981 1045 077 189 397 569 699 764 929 1000 1072 302 2045 1236 1005 247 60 1954 165 2323 0611 1032 247 144 1433
GF 13 663 073 187 397 594 747 820 988 1048 1142 073 182 390 580 736 816 1004 1077 1155 346 2035 1418 1000 200 48 2013 188 2321 0694 1031 200 129 1560
GF 14 728 070 174 379 589 778 884 1106 1192 1267 069 174 374 577 760 863 1084 1171 1249 386 2031 1583 0998 163 37 2058 221 2315 0818 1028 163 113 1684
GF 15 746 061 161 349 557 766 893 1159 1275 1345 067 168 355 561 769 894 1158 1261 1336 414 2005 1695 0986 132 28 2115 263 2320 0975 1030 132 97 1804
GF 16 774 072 166 332 537 764 910 1210 1312 1387 069 168 343 546 772 918 1224 1341 1421 430 1966 1761 0966 107 22 2157 306 2319 1131 1030 107 81 1907
GF 17 818 072 174 343 540 786 955 1315 1460 1555 071 171 340 540 780 940 1279 1411 1500 439 1943 1798 0955 87 18 2155 339 2312 1256 1027 87 68 1969
Douglas-fir 571 095 222 416 550 650 715 866 932 986
Grand Fir 506 074 170 323 450 565 636 805 885 957
00625 025 0375 025 00625 Plantation Heights
6 8 11 14 17 19 25 28 31 Plantation Age
Species Arc Total Of Height 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 10m Site Smooth 10mReg Smooth Tpa CSI_14 DoH_14 10m Site Tinc 11-17 Tinc 19-25
DF 1 3428 919 1503 2439 3155 3884 4354 5961 6388 6914 916 1492 2416 3159 3920 4403 6041 6489 7000 704 725 98 95 1949 436 1140 867 1946 1842
DF 2 2793 908 1460 2346 3146 3969 4467 6141 6608 7078 912 1487 2406 3184 3997 4511 6206 6694 7201 754 764 92 91 1619 331 1049 867 1946 1842
DF 3 3178 912 1505 2443 3243 4120 4689 6519 7121 7638 903 1490 2423 3238 4111 4669 6417 6928 7466 844 804 84 88 1344 268 1009 867 1946 1842
DF 4 3421 890 1494 2450 3312 4241 4847 6568 7029 7625 890 1492 2452 3301 4221 4822 6595 7088 7690 809 825 89 87 1117 235 1031 867 1946 1842
DF 5 3530 870 1487 2482 3362 4328 4961 6767 7195 7907 877 1493 2481 3355 4300 4933 6723 7207 7871 835 839 88 87 927 211 1080 867 1946 1842
DF 6 3680 864 1490 2491 3377 4322 4999 6822 7358 8043 875 1502 2518 3416 4366 5012 6820 7336 8027 867 854 86 87 770 194 1147 867 1946 1842
DF 7 3959 890 1534 2592 3519 4460 5085 6888 7482 8182 880 1515 2561 3485 4434 5077 6894 7432 8130 863 860 88 88 640 182 1235 867 1946 1842
DF 8 4172 885 1520 2597 3561 4524 5157 6992 7487 8192 882 1522 2587 3531 4481 5123 6952 7474 8176 855 859 90 90 531 170 1333 867 1946 1842
DF 9 4222 874 1518 2590 3531 4467 5128 6954 7442 8144 882 1522 2594 3550 4503 5153 7001 7507 8213 852 862 91 90 441 159 1445 867 1946 1842
DF 10 4313 886 1530 2593 3559 4519 5173 7088 7606 8315 881 1517 2596 3564 4535 5187 7045 7554 8270 881 869 88 89 367 149 1569 867 1946 1842
DF 11 4483 887 1512 2620 3611 4622 5268 7084 7604 8335 870 1494 2587 3572 4566 5215 7062 7576 8313 870 872 89 89 304 136 1687 867 1946 1842
DF 12 4491 841 1448 2548 3548 4560 5207 7048 7556 8325 847 1454 2555 3553 4566 5214 7042 7558 8317 873 872 89 89 247 120 1802 867 1946 1842
DF 13 4502 820 1404 2511 3521 4543 5192 6988 7500 8293 823 1415 2516 3520 4543 5195 7016 7545 8311 867 876 88 87 200 105 1922 867 1946 1842
DF 14 4493 800 1386 2476 3482 4514 5175 7005 7565 8302 808 1388 2485 3487 4519 5177 7007 7562 8322 889 887 85 86 163 92 2037 867 1946 1842
DF 15 4525 804 1374 2482 3470 4513 5179 7030 7624 8385 800 1369 2456 3456 4498 5161 7013 7590 8349 905 900 83 84 132 78 2127 867 1946 1842
DF 16 4404 786 1328 2383 3382 4435 5089 6963 7543 8301 800 1368 2439 3445 4496 5168 7044 7633 8408 906 912 83 82 107 65 2187 867 1946 1842
DF 17 4570 814 1409 2464 3495 4552 5254 7160 7762 8577 806 1386 2445 3465 4521 5208 7103 7698 8496 929 922 81 82 87 55 2221 867 1946 1842
GF 1 2911 775 1300 2204 2733 3609 4312 4827 4600 5672 773 1285 2152 2686 3683 4375 5248 5156 6205 407 538 144 109 1949 370 1205 1003 2035 2251
GF 2 2551 775 1254 2030 2566 3807 4454 6129 6324 7320 765 1266 2095 2652 3805 4496 5793 5873 6904 818 701 71 82 1619 284 1142 1003 2035 2251
GF 3 2740 741 1244 2063 2658 4010 4753 6351 6592 7615 752 1251 2063 2668 3918 4622 6217 6437 7472 857 821 68 71 1344 229 1106 1003 2035 2251
GF 4 2895 750 1254 2060 2741 3957 4642 6366 6659 7732 740 1245 2074 2741 3975 4693 6424 6724 7764 853 867 70 69 1117 199 1112 1003 2035 2251
GF 5 2971 715 1221 2069 2786 3955 4737 6557 6918 7988 732 1249 2126 2859 4033 4757 6598 6964 7966 900 894 69 70 927 180 1139 1003 2035 2251
GF 6 3580 738 1288 2266 3069 4187 4820 6824 7271 8103 725 1254 2185 2984 4120 4861 6821 7250 8201 915 929 71 70 770 167 1187 1003 2035 2251
GF 7 3762 725 1255 2231 3125 4209 5088 7122 7604 8576 713 1244 2197 3048 4181 4944 7014 7488 8438 975 967 68 69 640 155 1268 1003 2035 2251
GF 8 3654 671 1184 2101 2951 4191 4920 7116 7628 8610 702 1234 2188 3074 4201 4954 7120 7621 8612 1019 990 66 68 531 143 1367 1003 2035 2251
GF 9 3977 711 1266 2234 3159 4178 4881 7170 7667 8717 705 1243 2213 3139 4234 4958 7182 7710 8730 982 995 70 69 441 133 1460 1003 2035 2251
GF 10 4336 722 1269 2273 3269 4335 5054 7232 7821 8858 712 1244 2242 3211 4282 4990 7243 7802 8816 991 1000 71 70 367 125 1552 1003 2035 2251
GF 11 4370 720 1223 2271 3269 4362 5058 7372 7955 8927 703 1212 2218 3203 4272 4974 7266 7845 8832 1020 1011 68 69 304 112 1659 1003 2035 2251
GF 12 4252 667 1147 2121 3099 4152 4842 7211 7788 8728 679 1163 2145 3121 4190 4892 7214 7802 8774 1021 1019 67 67 247 96 1776 1003 2035 2251
GF 13 4240 655 1116 2052 2998 4061 4772 7078 7683 8696 656 1120 2063 3028 4098 4811 7132 7728 8697 1020 1024 65 64 200 80 1876 1003 2035 2251
GF 14 4354 644 1102 2033 3010 4099 4844 7134 7735 8672 633 1074 1964 2924 3995 4720 7035 7641 8597 1029 1027 62 62 163 65 1944 1003 2035 2251
GF 15 4127 601 1003 1800 2759 3823 4540 6889 7512 8448 609 1026 1849 2793 3854 4581 6900 7509 8454 1035 1027 59 59 132 50 1997 1003 2035 2251
GF 16 4000 572 952 1701 2601 3636 4365 6677 7274 8217 600 1007 1773 2694 3739 4462 6781 7385 8337 1018 1022 58 57 107 39 2029 1003 2035 2251
GF 17 4050 623 1056 1787 2690 3725 4440 6749 7347 8324 609 1027 1766 2672 3709 4428 6740 7339 8305 1014 1017 57 57 87 32 2026 1003 2035 2251
Douglas-fir 4010 862 1465 2500 3428 4387 5013 6822 7345 8033
Grand Fir 3692 694 1184 2076 2911 4017 4737 6753 7199 8188
00625 025 0375 025 00625
6 8 11 14 17 19 25 28 31
Species Arc Total Of DoH 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31
DF 1 126 173 152 130 120 111 110 098 100 100 171 149 124 112 102 101 091 095 094
DF 2 116 167 143 112 094 083 080 075 085 085 171 146 119 103 092 090 082 087 086
DF 3 114 172 142 115 096 084 079 074 078 076 172 147 118 099 087 083 075 080 079
DF 4 116 176 153 122 103 089 083 073 075 072 176 151 122 101 088 083 074 077 075
DF 5 118 181 156 127 105 089 084 075 076 075 181 158 128 106 091 086 076 078 077
DF 6 123 185 165 135 110 095 090 079 082 081 184 166 136 113 097 091 080 082 080
DF 7 128 185 176 146 123 105 098 085 087 085 186 174 146 122 104 098 084 085 083
DF 8 130 187 182 156 131 112 104 088 087 083 190 182 157 132 113 105 089 089 086
DF 9 138 198 187 167 142 121 113 094 092 088 194 188 168 143 122 114 096 094 090
DF 10 147 196 197 183 157 133 123 105 102 097 198 194 179 156 133 124 104 102 097
DF 11 153 201 196 189 168 146 135 114 111 106 200 198 189 168 145 135 113 110 105
DF 12 159 203 202 197 177 157 145 121 117 111 203 202 197 179 158 147 124 120 114
DF 13 171 206 208 205 192 172 161 136 132 126 202 207 205 191 171 161 136 132 126
DF 14 180 199 213 213 204 184 174 150 145 137 200 211 211 203 185 175 151 146 138
DF 15 190 193 212 214 214 200 192 167 162 153 200 213 215 211 197 188 165 160 152
DF 16 199 212 217 219 218 206 200 177 173 164 203 213 216 217 205 199 177 172 164
DF 17 202 201 209 216 221 212 207 189 186 176 203 211 216 220 210 204 185 181 172
GF 1 134 182 155 127 121 107 103 125 146 125 184 153 123 114 100 094 107 122 107
GF 2 123 188 151 114 099 083 074 069 070 068 186 153 119 106 091 084 087 095 088
GF 3 120 186 152 115 098 082 077 069 073 074 189 155 119 102 086 080 074 079 076
GF 4 127 192 162 127 107 091 084 073 079 076 193 161 124 105 088 081 072 076 074
GF 5 126 199 168 130 107 087 080 072 074 074 199 168 131 109 091 084 074 077 076
GF 6 128 206 175 135 116 099 091 079 079 078 204 176 139 115 096 090 078 079 078
GF 7 130 202 182 153 122 099 095 081 083 081 209 183 151 124 103 096 082 084 082
GF 8 143 223 195 163 134 113 105 088 092 089 212 191 162 134 111 103 086 088 087
GF 9 140 208 193 170 145 118 108 089 090 092 213 197 171 145 120 109 090 091 090
GF 10 143 213 203 180 155 128 115 091 091 088 214 204 180 155 130 118 095 096 093
GF 11 154 217 215 189 166 143 131 105 106 101 218 213 188 167 142 129 103 103 099
GF 12 160 224 221 196 177 152 139 111 109 103 224 221 196 179 155 142 113 111 106
GF 13 173 233 230 206 196 172 157 123 119 114 227 226 202 189 167 155 124 121 115
GF 14 175 225 225 201 192 177 167 136 134 126 228 229 207 196 178 168 137 134 126
GF 15 186 226 234 215 202 188 181 151 149 139 229 231 212 200 188 180 149 148 138
GF 16 194 238 236 220 207 200 194 161 160 148 229 231 216 202 195 190 160 160 149
GF 17 195 223 224 216 198 197 196 172 173 163 227 228 217 201 198 195 168 168 158
Douglas-fir 148 190 183 167 151 135 128 112 111 107
Grand Fir 150 211 195 168 150 132 123 106 107 102
00625 025 0375 025 00625
Species Plot AvgDbh 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 1260 713 1010 723 740 745 800 1043 797 975 1275 1267 1230 1415 1695 1558 1900 1940
DF 6 1123 796 580 599 603 699 707 849 761 780 986 997 1061 1197 1294 1463 1538 1801
DF 7 1045 678 523 638 601 610 666 708 719 759 858 929 970 1111 1293 1446 1589 1764
DF 8 1138 829 667 658 611 686 838 893 763 889 867 1082 1160 1242 1337 1451 1533 1650
DF 9 1109 734 710 692 750 666 683 735 877 821 905 1041 1000 1193 1194 1446 1461 1579
DF 10 1215 1210 7 770 660 68 1240 460 900 843 1058 1058 1180 1203 1448 1625 1573 1837
GF 5 1006 642 480 435 750 1000 777 875 666 898 770 1204 1047 1120 1597 1332 1248 1189
GF 6 1163 570 455 430 65 540 890 862 1020 845 915 1066 1046 1210 1354 1370 1410 1872
GF 7 1084 785 755 765 480 720 672 681 955 660 1044 1186 1049 1273 1254 1166 1535 1546
GF 8 1096 702 545 540 600 7 810 1200 907 997 960 1010 1001 1020 1114 1473 1305 1409
GF 9 1144 828 56 64 640 603 753 816 1200 1187 828 926 1276 1159 1172 1316 1394 1650
GF 10 1046 990 56 1020 763 660 475 780 832 942 840 859 930 978 1310 1422 1293 1706
Douglas-fir 1148 827 698 680 661 681 822 781 803 845 992 1062 1100 1227 1377 1498 1599 1762
Grand Fir 1090 753 559 638 647 704 730 869 930 921 893 1042 1058 1127 1300 1347 1364 1562
Smooth DF 866 731 689 683 718 765 795 821 881 967 1051 1133 1239 1366 1493 1611 1705
Smooth GF 782 645 632 659 702 765 842 898 921 950 1006 1076 1161 1257 1339 1418 1499
00625 025 0375 025 00625
Species Plot AvgHtt 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 8492 7249 8102 7867 8482 8276 8333 8853 8332 8620 8758 8546 8666 9017 8783 8162 8491 9162
DF 6 8418 7176 6991 7770 7592 8228 8415 8545 8642 8351 8648 8383 8569 8543 8570 8602 8266 8894
DF 7 7979 6518 6735 7240 7383 7471 7829 7964 8025 7950 8363 8284 7948 7854 8171 8204 8289 8396
DF 8 8151 7094 6830 7782 7796 8065 8360 8513 7938 8006 7951 8255 8579 8278 8302 8171 8051 8409
DF 9 8099 6573 7046 7494 7465 7549 7452 7565 8073 8074 8142 8357 8182 8305 7976 8460 8500 8452
DF 10 8533 7947 71 8151 8216 79 8837 6681 8416 8389 8785 8542 8274 8768 8735 9200 8393 8635
GF 5 7439 4680 6710 7251 7159 7981 7158 7799 7025 7533 7480 8425 8049 8212 8464 7989 7514 7343
GF 6 8991 4564 7235 7825 77 7827 9204 9036 9532 9210 9358 9372 9191 9221 9375 8529 8463 9191
GF 7 8425 5219 7669 8175 7956 8481 8156 8386 9040 8336 9449 9447 8898 9136 8292 7861 8493 8057
GF 8 8229 6388 7360 7746 8315 80 8508 9580 8965 8961 8938 8719 8347 7946 8103 8729 8002 7908
GF 9 8423 7182 72 76 7699 7686 8146 8340 9388 8777 8485 8346 8890 8698 8256 8648 8456 8607
GF 10 8681 4644 72 6885 7587 8017 7156 8724 8775 9394 9109 8776 8702 8605 9408 8980 7944 8986
Douglas-fir 8279 7093 7134 7717 7822 7915 8204 8020 8238 8232 8441 8394 8370 8461 8423 8467 8332 8658
Grand Fir 8365 5446 7229 7580 7736 7999 8055 8644 8787 8702 8803 8848 8679 8636 8650 8456 8145 8349
Smooth DF 7439 7310 7571 7800 7958 8064 8127 8192 8283 8360 8394 8406 8425 8434 8434 8473 8564
Smooth GF 6755 6791 7424 7751 7961 8214 8496 8685 8754 8780 8772 8717 8652 8568 8431 8318 8305
00625 025 0375 025 00625
Species Plot Total Of DoH 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 128 087 110 080 077 079 083 103 084 099 128 127 125 137 169 167 203 185
DF 6 116 099 073 068 070 076 074 087 077 082 100 103 108 122 131 149 163 178
DF 7 114 094 070 078 072 072 075 078 078 083 089 098 107 125 139 156 170 184
DF 8 122 104 086 075 069 073 087 091 084 097 096 114 117 131 141 156 170 177
DF 9 119 101 088 081 089 078 080 085 096 089 098 109 107 126 131 150 151 165
DF 10 124 133 086 083 071 076 123 062 094 088 106 108 125 121 144 155 164 186
GF 5 119 137 064 054 093 111 095 097 084 106 091 125 109 118 170 145 146 144
GF 6 112 115 056 049 074 061 084 082 094 080 085 099 099 114 123 141 148 178
GF 7 113 139 084 083 053 073 072 070 091 069 096 109 101 121 132 131 157 169
GF 8 116 103 065 062 061 077 084 110 087 096 094 099 105 112 119 148 145 153
GF 9 117 100 067 076 074 069 081 086 110 122 085 098 125 117 120 130 143 168
GF 10 106 197 067 132 090 072 059 078 083 088 081 086 092 100 122 138 143 167
Douglas-fir 121 103 086 078 075 076 087 084 086 090 103 110 115 127 143 155 170 179
Grand Fir 114 132 067 076 074 077 079 087 091 093 089 103 105 114 131 139 147 163
Smooth DF 1015 0884 0804 0771 0790 0827 0851 0875 0929 1010 1092 1176 1286 1419 1557 1676 1755
Smooth GF 1078 0900 0769 0752 0774 0810 0858 0898 0918 0945 0998 1072 1168 1280 1389 1490 1575
Spoke Arc Tree Xpt Ypt
0 1 1 2300 2729
0 2 2 2300 2770
0 3 3 2300 2816
0 4 4 2300 2866
0 5 5 2300 2921
0 6 6 2300 2982
0 7 7 2300 3048
0 8 8 2300 3121
0 9 9 2300 3201
0 10 10 2300 3288
0 11 11 2300 3384
0 12 12 2300 3504
0 13 13 2300 3637
0 14 14 2300 3784
0 15 15 2299 3948
0 16 16 2299 4130
0 17 17 2299 4331
0 18 18 2299 4556
1 1 101 2356 2725
1 2 102 2361 2766
1 3 103 2367 2812
1 4 104 2374 2861
1 5 105 2381 2916
1 6 106 2389 2976
1 7 107 2397 3042
1 8 108 2407 3114
1 9 109 2417 3193
1 10 110 2429 3280
1 11 111 2441 3375
1 12 112 2457 3494
1 13 113 2474 3625
1 14 114 2493 3771
1 15 115 2515 3934
1 16 116 2538 4114
1 17 117 2565 4314
1 18 118 2594 4536
2 1 201 2411 2714
2 2 202 2422 2754
2 3 203 2433 2798
2 4 204 2446 2847
2 5 205 2461 2900
2 6 206 2476 2958
2 7 207 2493 3023
2 8 208 2512 3093
2 9 209 2533 3170
2 10 210 2555 3255
2 11 211 2580 3347
2 12 212 2611 3463
2 13 213 2646 3591
2 14 214 2684 3734
2 15 215 2726 3892
2 16 216 2773 4067
2 17 217 2825 4262
2 18 218 2883 4479
3 1 301 2464 2696
3 2 302 2480 2734
3 3 303 2497 2777
3 4 304 2517 2823
3 5 305 2538 2874
3 6 306 2561 2930
3 7 307 2586 2991
3 8 308 2614 3058
3 9 309 2644 3132
3 10 310 2678 3213
3 11 311 2715 3302
3 12 312 2760 3412
3 13 313 2811 3535
3 14 314 2868 3671
3 15 315 2930 3823
3 16 316 3000 3990
3 17 317 3077 4177
3 18 318 3163 4384
4 1 401 2514 2671
4 2 402 2535 2707
4 3 403 2558 2747
4 4 404 2583 2790
4 5 405 2610 2838
4 6 406 2641 2890
4 7 407 2674 2948
4 8 408 2710 3011
4 9 409 2750 3080
4 10 410 2794 3156
4 11 411 2842 3239
4 12 412 2902 3343
4 13 413 2968 3458
4 14 414 3042 3585
4 15 415 3124 3727
4 16 416 3214 3885
4 17 417 3315 4059
4 18 418 3427 4254
5 1 501 2561 2640
5 2 502 2586 2673
5 3 503 2614 2709
5 4 504 2645 2749
5 5 505 2678 2793
5 6 506 2715 2841
5 7 507 2755 2893
5 8 508 2799 2951
5 9 509 2848 3015
5 10 510 2901 3084
5 11 511 2960 3160
5 12 512 3033 3255
5 13 513 3113 3361
5 14 514 3203 3478
5 15 515 3303 3607
5 16 516 3414 3752
5 17 517 3536 3912
5 18 518 3673 4090
6 1 601 2603 2603
6 2 602 2632 2633
6 3 603 2665 2665
6 4 604 2700 2700
6 5 605 2739 2739
6 6 606 2782 2782
6 7 607 2829 2829
6 8 608 2880 2880
6 9 609 2937 2937
6 10 610 2999 2999
6 11 611 3067 3067
6 12 612 3151 3151
6 13 613 3245 3245
6 14 614 3349 3350
6 15 615 3465 3465
6 16 616 3594 3594
6 17 617 3736 3737
6 18 618 3895 3895
7 1 701 2640 2561
7 2 702 2673 2586
7 3 703 2709 2614
7 4 704 2749 2645
7 5 705 2793 2678
7 6 706 2841 2715
7 7 707 2893 2755
7 8 708 2951 2800
7 9 709 3014 2848
7 10 710 3084 2902
7 11 711 3160 2960
7 12 712 3255 3033
7 13 713 3360 3114
7 14 714 3477 3204
7 15 715 3607 3303
7 16 716 3751 3414
7 17 717 3911 3537
7 18 718 4089 3673
8 1 801 2671 2514
8 2 802 2707 2535
8 3 803 2747 2558
8 4 804 2790 2583
8 5 805 2838 2611
8 6 806 2890 2641
8 7 807 2948 2674
8 8 808 3011 2710
8 9 809 3080 2750
8 10 810 3156 2794
8 11 811 3239 2842
8 12 812 3342 2902
8 13 813 3457 2968
8 14 814 3585 3042
8 15 815 3727 3124
8 16 816 3884 3215
8 17 817 4059 3316
8 18 818 4253 3428
9 1 901 2696 2464
9 2 902 2734 2480
9 3 903 2777 2497
9 4 904 2823 2517
9 5 905 2874 2538
9 6 906 2930 2561
9 7 907 2991 2586
9 8 908 3058 2614
9 9 909 3132 2645
9 10 910 3213 2678
9 11 911 3302 2715
9 12 912 3412 2761
9 13 913 3535 2812
9 14 914 3671 2868
9 15 915 3822 2931
9 16 916 3990 3000
9 17 917 4177 3078
9 18 918 4384 3163
10 1 1001 2714 2411
10 2 1002 2754 2422
10 3 1003 2798 2434
10 4 1004 2847 2447
10 5 1005 2900 2461
10 6 1006 2958 2476
10 7 1007 3022 2494
10 8 1008 3093 2512
10 9 1009 3170 2533
10 10 1010 3254 2556
10 11 1011 3347 2581
10 12 1012 3463 2612
10 13 1013 3591 2646
10 14 1014 3733 2684
10 15 1015 3892 2727
10 16 1016 4067 2774
10 17 1017 4262 2826
10 18 1018 4479 2884
11 1 1101 2725 2356
11 2 1102 2766 2361
11 3 1103 2812 2367
11 4 1104 2861 2374
11 5 1105 2916 2381
11 6 1106 2976 2389
11 7 1107 3042 2398
11 8 1108 3114 2407
11 9 1109 3193 2418
11 10 1110 3280 2429
11 11 1111 3375 2442
11 12 1112 3494 2457
11 13 1113 3625 2474
11 14 1114 3771 2494
11 15 1115 3934 2515
11 16 1116 4114 2539
11 17 1117 4314 2565
11 18 1118 4536 2594
12 1 1201 2729 2300
12 2 1202 2770 2300
12 3 1203 2816 2300
12 4 1204 2866 2300
12 5 1205 2921 2300
12 6 1206 2982 2300
12 7 1207 3048 2300
12 8 1208 3121 2300
12 9 1209 3201 2300
12 10 1210 3288 2300
12 11 1211 3384 2300
12 12 1212 3504 2300
12 13 1213 3637 2300
12 14 1214 3784 2300
12 15 1215 3948 2300
12 16 1216 4130 2300
12 17 1217 4331 2300
12 18 1218 4556 2300
13 1 1301 2725 2244
13 2 1302 2766 2239
13 3 1303 2812 2233
13 4 1304 2861 2226
13 5 1305 2916 2219
13 6 1306 2976 2211
13 7 1307 3042 2202
13 8 1308 3114 2193
13 9 1309 3193 2182
13 10 1310 3280 2171
13 11 1311 3375 2158
13 12 1312 3494 2143
13 13 1313 3625 2126
13 14 1314 3771 2106
13 15 1315 3934 2085
13 16 1316 4114 2061
13 17 1317 4314 2035
13 18 1318 4536 2006
14 1 1401 2714 2189
14 2 1402 2754 2178
14 3 1403 2798 2166
14 4 1404 2847 2153
14 5 1405 2900 2139
14 6 1406 2958 2124
14 7 1407 3022 2106
14 8 1408 3093 2088
14 9 1409 3170 2067
14 10 1410 3254 2044
14 11 1411 3347 2019
14 12 1412 3463 1988
14 13 1413 3591 1954
14 14 1414 3733 1916
14 15 1415 3892 1873
14 16 1416 4067 1826
14 17 1417 4262 1774
14 18 1418 4479 1716
15 1 1501 2696 2136
15 2 1502 2734 2120
15 3 1503 2777 2103
15 4 1504 2823 2083
15 5 1505 2874 2062
15 6 1506 2930 2039
15 7 1507 2991 2014
15 8 1508 3058 1986
15 9 1509 3132 1955
15 10 1510 3213 1922
15 11 1511 3302 1885
15 12 1512 3412 1839
15 13 1513 3535 1788
15 14 1514 3671 1732
15 15 1515 3822 1669
15 16 1516 3990 1600
15 17 1517 4177 1522
15 18 1518 4384 1437
16 1 1601 2671 2086
16 2 1602 2707 2065
16 3 1603 2747 2042
16 4 1604 2790 2017
16 5 1605 2838 1989
16 6 1606 2890 1959
16 7 1607 2948 1926
16 8 1608 3011 1890
16 9 1609 3080 1850
16 10 1610 3156 1806
16 11 1611 3239 1758
16 12 1612 3342 1698
16 13 1613 3457 1632
16 14 1614 3585 1558
16 15 1615 3727 1476
16 16 1616 3884 1385
16 17 1617 4059 1284
16 18 1618 4253 1172
17 1 1701 2640 2039
17 2 1702 2673 2014
17 3 1703 2709 1986
17 4 1704 2749 1955
17 5 1705 2793 1922
17 6 1706 2841 1885
17 7 1707 2893 1845
17 8 1708 2951 1800
17 9 1709 3014 1752
17 10 1710 3084 1698
17 11 1711 3160 1640
17 12 1712 3255 1567
17 13 1713 3360 1486
17 14 1714 3477 1396
17 15 1715 3607 1297
17 16 1716 3751 1186
17 17 1717 3911 1063
17 18 1718 4089 927
18 1 1801 2603 1997
18 2 1802 2632 1967
18 3 1803 2665 1935
18 4 1804 2700 1900
18 5 1805 2739 1861
18 6 1806 2782 1818
18 7 1807 2829 1771
18 8 1808 2880 1720
18 9 1809 2937 1663
18 10 1810 2999 1601
18 11 1811 3067 1533
18 12 1812 3151 1449
18 13 1813 3245 1355
18 14 1814 3349 1250
18 15 1815 3465 1135
18 16 1816 3594 1006
18 17 1817 3736 863
18 18 1818 3895 705
19 1 1901 2561 1960
19 2 1902 2586 1927
19 3 1903 2614 1891
19 4 1904 2645 1851
19 5 1905 2678 1807
19 6 1906 2715 1759
19 7 1907 2755 1707
19 8 1908 2799 1649
19 9 1909 2848 1585
19 10 1910 2901 1516
19 11 1911 2960 1440
19 12 1912 3033 1345
19 13 1913 3113 1239
19 14 1914 3203 1122
19 15 1915 3303 993
19 16 1916 3414 848
19 17 1917 3536 688
19 18 1918 3673 510
20 1 2001 2514 1929
20 2 2002 2535 1893
20 3 2003 2558 1853
20 4 2004 2583 1810
20 5 2005 2610 1762
20 6 2006 2641 1710
20 7 2007 2674 1652
20 8 2008 2710 1589
20 9 2009 2750 1520
20 10 2010 2794 1444
20 11 2011 2842 1361
20 12 2012 2902 1257
20 13 2013 2968 1142
20 14 2014 3042 1015
20 15 2015 3124 873
20 16 2016 3214 715
20 17 2017 3315 541
20 18 2018 3427 346
21 1 2101 2464 1904
21 2 2102 2480 1866
21 3 2103 2497 1823
21 4 2104 2517 1777
21 5 2105 2538 1726
21 6 2106 2561 1670
21 7 2107 2586 1609
21 8 2108 2614 1542
21 9 2109 2644 1468
21 10 2110 2678 1387
21 11 2111 2715 1298
21 12 2112 2760 1188
21 13 2113 2811 1065
21 14 2114 2868 929
21 15 2115 2930 777
21 16 2116 3000 610
21 17 2117 3077 423
21 18 2118 3163 216
22 1 2201 2411 1886
22 2 2202 2422 1846
22 3 2203 2433 1802
22 4 2204 2446 1753
22 5 2205 2461 1700
22 6 2206 2476 1642
22 7 2207 2493 1577
22 8 2208 2512 1507
22 9 2209 2533 1430
22 10 2210 2555 1345
22 11 2211 2580 1253
22 12 2212 2611 1137
22 13 2213 2646 1009
22 14 2214 2684 866
22 15 2215 2726 708
22 16 2216 2773 533
22 17 2217 2825 338
22 18 2218 2883 121
23 1 2301 2356 1875
23 2 2302 2361 1834
23 3 2303 2367 1788
23 4 2304 2374 1739
23 5 2305 2381 1684
23 6 2306 2389 1624
23 7 2307 2397 1558
23 8 2308 2407 1486
23 9 2309 2417 1407
23 10 2310 2429 1320
23 11 2311 2441 1225
23 12 2312 2457 1106
23 13 2313 2474 975
23 14 2314 2493 829
23 15 2315 2515 666
23 16 2316 2538 486
23 17 2317 2565 286
23 18 2318 2594 64
24 1 2401 2300 1871
24 2 2402 2300 1830
24 3 2403 2300 1784
24 4 2404 2300 1734
24 5 2405 2300 1679
24 6 2406 2300 1618
24 7 2407 2300 1552
24 8 2408 2300 1479
24 9 2409 2300 1399
24 10 2410 2300 1312
24 11 2411 2300 1216
24 12 2412 2300 1096
24 13 2413 2300 963
24 14 2414 2300 816
24 15 2415 2299 652
24 16 2416 2299 470
24 17 2417 2299 269
24 18 2418 2299 44
25 1 2501 2244 1875
25 2 2502 2239 1834
25 3 2503 2233 1788
25 4 2504 2226 1739
25 5 2505 2219 1684
25 6 2506 2211 1624
25 7 2507 2203 1558
25 8 2508 2193 1486
25 9 2509 2183 1407
25 10 2510 2171 1320
25 11 2511 2159 1225
25 12 2512 2143 1106
25 13 2513 2126 975
25 14 2514 2107 829
25 15 2515 2085 666
25 16 2516 2062 486
25 17 2517 2035 286
25 18 2518 2006 64
26 1 2601 2189 1886
26 2 2602 2178 1846
26 3 2603 2167 1802
26 4 2604 2154 1753
26 5 2605 2139 1700
26 6 2606 2124 1642
26 7 2607 2107 1577
26 8 2608 2088 1507
26 9 2609 2067 1430
26 10 2610 2045 1345
26 11 2611 2020 1253
26 12 2612 1989 1137
26 13 2613 1954 1009
26 14 2614 1916 866
26 15 2615 1874 708
26 16 2616 1827 533
26 17 2617 1775 338
26 18 2618 1717 121
27 1 2701 2136 1904
27 2 2702 2120 1866
27 3 2703 2103 1823
27 4 2704 2083 1777
27 5 2705 2062 1726
27 6 2706 2039 1670
27 7 2707 2014 1609
27 8 2708 1986 1542
27 9 2709 1956 1468
27 10 2710 1922 1387
27 11 2711 1885 1298
27 12 2712 1840 1188
27 13 2713 1789 1065
27 14 2714 1732 929
27 15 2715 1670 777
27 16 2716 1600 610
27 17 2717 1523 423
27 18 2718 1437 216
28 1 2801 2086 1929
28 2 2802 2065 1893
28 3 2803 2042 1853
28 4 2804 2017 1810
28 5 2805 1990 1762
28 6 2806 1959 1710
28 7 2807 1926 1652
28 8 2808 1890 1589
28 9 2809 1850 1520
28 10 2810 1806 1444
28 11 2811 1758 1361
28 12 2812 1698 1257
28 13 2813 1632 1142
28 14 2814 1558 1015
28 15 2815 1476 873
28 16 2816 1386 715
28 17 2817 1285 541
28 18 2818 1173 346
29 1 2901 2039 1960
29 2 2902 2014 1927
29 3 2903 1986 1891
29 4 2904 1955 1851
29 5 2905 1922 1807
29 6 2906 1885 1759
29 7 2907 1845 1707
29 8 2908 1801 1649
29 9 2909 1752 1585
29 10 2910 1699 1516
29 11 2911 1640 1440
29 12 2912 1567 1345
29 13 2913 1487 1239
29 14 2914 1397 1122
29 15 2915 1297 993
29 16 2916 1186 848
29 17 2917 1064 688
29 18 2918 927 510
30 1 3001 1997 1997
30 2 3002 1968 1967
30 3 3003 1935 1935
30 4 3004 1900 1900
30 5 3005 1861 1861
30 6 3006 1818 1818
30 7 3007 1771 1771
30 8 3008 1720 1720
30 9 3009 1663 1663
30 10 3010 1601 1601
30 11 3011 1533 1533
30 12 3012 1449 1449
30 13 3013 1355 1355
30 14 3014 1251 1250
30 15 3015 1135 1135
30 16 3016 1006 1006
30 17 3017 864 863
30 18 3018 705 705
31 1 3101 1960 2039
31 2 3102 1927 2014
31 3 3103 1891 1986
31 4 3104 1851 1955
31 5 3105 1807 1922
31 6 3106 1759 1885
31 7 3107 1707 1845
31 8 3108 1649 1800
31 9 3109 1586 1752
31 10 3110 1516 1698
31 11 3111 1440 1640
31 12 3112 1345 1567
31 13 3113 1240 1486
31 14 3114 1123 1396
31 15 3115 993 1297
31 16 3116 849 1186
31 17 3117 689 1063
31 18 3118 511 927
32 1 3201 1929 2086
32 2 3202 1893 2065
32 3 3203 1853 2042
32 4 3204 1810 2017
32 5 3205 1762 1989
32 6 3206 1710 1959
32 7 3207 1652 1926
32 8 3208 1589 1890
32 9 3209 1520 1850
32 10 3210 1444 1806
32 11 3211 1361 1758
32 12 3212 1258 1698
32 13 3213 1143 1632
32 14 3214 1015 1558
32 15 3215 873 1476
32 16 3216 716 1385
32 17 3217 541 1284
32 18 3218 347 1172
33 1 3301 1904 2136
33 2 3302 1866 2120
33 3 3303 1823 2103
33 4 3304 1777 2083
33 5 3305 1726 2062
33 6 3306 1670 2039
33 7 3307 1609 2014
33 8 3308 1542 1986
33 9 3309 1468 1955
33 10 3310 1387 1922
33 11 3311 1298 1885
33 12 3312 1188 1839
33 13 3313 1065 1788
33 14 3314 929 1732
33 15 3315 778 1669
33 16 3316 610 1600
33 17 3317 423 1522
33 18 3318 216 1437
34 1 3401 1886 2189
34 2 3402 1846 2178
34 3 3403 1802 2166
34 4 3404 1753 2153
34 5 3405 1700 2139
34 6 3406 1642 2124
34 7 3407 1578 2106
34 8 3408 1507 2088
34 9 3409 1430 2067
34 10 3410 1346 2044
34 11 3411 1253 2019
34 12 3412 1137 1988
34 13 3413 1009 1954
34 14 3414 867 1916
34 15 3415 708 1873
34 16 3416 533 1826
34 17 3417 338 1774
34 18 3418 121 1716
35 1 3501 1875 2244
35 2 3502 1834 2239
35 3 3503 1788 2233
35 4 3504 1739 2226
35 5 3505 1684 2219
35 6 3506 1624 2211
35 7 3507 1558 2202
35 8 3508 1486 2193
35 9 3509 1407 2182
35 10 3510 1320 2171
35 11 3511 1225 2158
35 12 3512 1106 2143
35 13 3513 975 2126
35 14 3514 829 2106
35 15 3515 666 2085
35 16 3516 486 2061
35 17 3517 286 2035
35 18 3518 64 2006
36 1 3601 1871 2300
36 2 3602 1830 2300
36 3 3603 1784 2300
36 4 3604 1734 2300
36 5 3605 1679 2300
36 6 3606 1618 2300
36 7 3607 1552 2300
36 8 3608 1479 2300
36 9 3609 1399 2300
36 10 3610 1312 2300
36 11 3611 1216 2300
36 12 3612 1096 2300
36 13 3613 963 2300
36 14 3614 816 2300
36 15 3615 652 2300
36 16 3616 470 2300
36 17 3617 269 2300
36 18 3618 44 2300
37 1 3701 1875 2356
37 2 3702 1834 2361
37 3 3703 1788 2367
37 4 3704 1739 2374
37 5 3705 1684 2381
37 6 3706 1624 2389
37 7 3707 1558 2398
37 8 3708 1486 2407
37 9 3709 1407 2418
37 10 3710 1320 2429
37 11 3711 1225 2442
37 12 3712 1106 2457
37 13 3713 975 2474
37 14 3714 829 2494
37 15 3715 666 2515
37 16 3716 486 2539
37 17 3717 286 2565
37 18 3718 64 2594
38 1 3801 1886 2411
38 2 3802 1846 2422
38 3 3803 1802 2434
38 4 3804 1753 2447
38 5 3805 1700 2461
38 6 3806 1642 2476
38 7 3807 1578 2494
38 8 3808 1507 2512
38 9 3809 1430 2533
38 10 3810 1346 2556
38 11 3811 1253 2581
38 12 3812 1137 2612
38 13 3813 1009 2646
38 14 3814 867 2684
38 15 3815 708 2727
38 16 3816 533 2774
38 17 3817 338 2826
38 18 3818 121 2884
39 1 3901 1904 2464
39 2 3902 1866 2480
39 3 3903 1823 2497
39 4 3904 1777 2517
39 5 3905 1726 2538
39 6 3906 1670 2561
39 7 3907 1609 2586
39 8 3908 1542 2614
39 9 3909 1468 2645
39 10 3910 1387 2678
39 11 3911 1298 2715
39 12 3912 1188 2761
39 13 3913 1065 2812
39 14 3914 929 2868
39 15 3915 778 2931
39 16 3916 610 3000
39 17 3917 423 3078
39 18 3918 216 3163
40 1 4001 1929 2514
40 2 4002 1893 2535
40 3 4003 1853 2558
40 4 4004 1810 2583
40 5 4005 1762 2611
40 6 4006 1710 2641
40 7 4007 1652 2674
40 8 4008 1589 2710
40 9 4009 1520 2750
40 10 4010 1444 2794
40 11 4011 1361 2842
40 12 4012 1258 2902
40 13 4013 1143 2968
40 14 4014 1015 3042
40 15 4015 873 3124
40 16 4016 716 3215
40 17 4017 541 3316
40 18 4018 347 3428
41 1 4101 1960 2561
41 2 4102 1927 2586
41 3 4103 1891 2614
41 4 4104 1851 2645
41 5 4105 1807 2678
41 6 4106 1759 2715
41 7 4107 1707 2755
41 8 4108 1649 2800
41 9 4109 1586 2848
41 10 4110 1516 2902
41 11 4111 1440 2960
41 12 4112 1345 3033
41 13 4113 1240 3114
41 14 4114 1123 3204
41 15 4115 993 3303
41 16 4116 849 3414
41 17 4117 689 3537
41 18 4118 511 3673
42 1 4201 1997 2603
42 2 4202 1968 2633
42 3 4203 1935 2665
42 4 4204 1900 2700
42 5 4205 1861 2739
42 6 4206 1818 2782
42 7 4207 1771 2829
42 8 4208 1720 2880
42 9 4209 1663 2937
42 10 4210 1601 2999
42 11 4211 1533 3067
42 12 4212 1449 3151
42 13 4213 1355 3245
42 14 4214 1251 3350
42 15 4215 1135 3465
42 16 4216 1006 3594
42 17 4217 864 3737
42 18 4218 705 3895
43 1 4301 2039 2640
43 2 4302 2014 2673
43 3 4303 1986 2709
43 4 4304 1955 2749
43 5 4305 1922 2793
43 6 4306 1885 2841
43 7 4307 1845 2893
43 8 4308 1801 2951
43 9 4309 1752 3015
43 10 4310 1699 3084
43 11 4311 1640 3160
43 12 4312 1567 3255
43 13 4313 1487 3361
43 14 4314 1397 3478
43 15 4315 1297 3607
43 16 4316 1186 3752
43 17 4317 1064 3912
43 18 4318 927 4090
44 1 4401 2086 2671
44 2 4402 2065 2707
44 3 4403 2042 2747
44 4 4404 2017 2790
44 5 4405 1990 2838
44 6 4406 1959 2890
44 7 4407 1926 2948
44 8 4408 1890 3011
44 9 4409 1850 3080
44 10 4410 1806 3156
44 11 4411 1758 3239
44 12 4412 1698 3343
44 13 4413 1632 3458
44 14 4414 1558 3585
44 15 4415 1476 3727
44 16 4416 1386 3885
44 17 4417 1285 4059
44 18 4418 1173 4254
45 1 4501 2136 2696
45 2 4502 2120 2734
45 3 4503 2103 2777
45 4 4504 2083 2823
45 5 4505 2062 2874
45 6 4506 2039 2930
45 7 4507 2014 2991
45 8 4508 1986 3058
45 9 4509 1956 3132
45 10 4510 1922 3213
45 11 4511 1885 3302
45 12 4512 1840 3412
45 13 4513 1789 3535
45 14 4514 1732 3671
45 15 4515 1670 3823
45 16 4516 1600 3990
45 17 4517 1523 4177
45 18 4518 1437 4384
46 1 4601 2189 2714
46 2 4602 2178 2754
46 3 4603 2167 2798
46 4 4604 2154 2847
46 5 4605 2139 2900
46 6 4606 2124 2958
46 7 4607 2107 3023
46 8 4608 2088 3093
46 9 4609 2067 3170
46 10 4610 2045 3255
46 11 4611 2020 3347
46 12 4612 1989 3463
46 13 4613 1954 3591
46 14 4614 1916 3734
46 15 4615 1874 3892
46 16 4616 1827 4067
46 17 4617 1775 4262
46 18 4618 1717 4479
47 1 4701 2244 2725
47 2 4702 2239 2766
47 3 4703 2233 2812
47 4 4704 2226 2861
47 5 4705 2219 2916
47 6 4706 2211 2976
47 7 4707 2203 3042
47 8 4708 2193 3114
47 9 4709 2183 3193
47 10 4710 2171 3280
47 11 4711 2159 3375
47 12 4712 2143 3494
47 13 4713 2126 3625
47 14 4714 2107 3771
47 15 4715 2085 3934
47 16 4716 2062 4114
47 17 4717 2035 4314
47 18 4718 2006 4536
48 1 4801 2300 2729
48 2 4802 2300 2770
48 3 4803 2300 2816
48 4 4804 2300 2866
48 5 4805 2300 2921
48 6 4806 2300 2982
48 7 4807 2300 3048
48 8 4808 2300 3121
48 9 4809 2300 3201
48 10 4810 2300 3288
48 11 4811 2300 3384
48 12 4812 2300 3504
48 13 4813 2300 3637
48 14 4814 2300 3784
48 15 4815 2299 3948
48 16 4816 2299 4130
48 17 4817 2299 4331
48 18 4818 2299 4556
Nelder Plot Designs
West East
Xpost Ypost Xpost Ypost
North 0 180 180 180
South 0 0 180 0
Xoffset 230
Yoffset 230
Treesacre 1949 1619 1344 1117 927 770 640 531 441 367 304 247 200 163 132 107 87 70
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Spoke Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Spoke Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt
0 000 2300 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2299 3948 2299 4130 2299 4331 2299 4556 0 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 0 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556
1 750 2356 2725 2361 2766 2367 2812 2374 2861 2381 2916 2389 2976 2397 3042 2407 3114 2417 3193 2429 3280 2441 3375 2457 3494 2474 3625 2493 3771 2515 3934 2538 4114 2565 4314 2594 4536 1 2356 2361 2367 2374 2381 2389 2397 2407 2417 2429 2441 2457 2474 2493 2515 2538 2565 2594 1 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536
2 1500 2411 2714 2422 2754 2433 2798 2446 2847 2461 2900 2476 2958 2493 3023 2512 3093 2533 3170 2555 3255 2580 3347 2611 3463 2646 3591 2684 3734 2726 3892 2773 4067 2825 4262 2883 4479 2 2411 2422 2433 2446 2461 2476 2493 2512 2533 2555 2580 2611 2646 2684 2726 2773 2825 2883 2 2714 2754 2798 2847 2900 2958 3023 3093 3170 3255 3347 3463 3591 3734 3892 4067 4262 4479
3 2250 2464 2696 2480 2734 2497 2777 2517 2823 2538 2874 2561 2930 2586 2991 2614 3058 2644 3132 2678 3213 2715 3302 2760 3412 2811 3535 2868 3671 2930 3823 3000 3990 3077 4177 3163 4384 3 2464 2480 2497 2517 2538 2561 2586 2614 2644 2678 2715 2760 2811 2868 2930 3000 3077 3163 3 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3823 3990 4177 4384
4 3001 2514 2671 2535 2707 2558 2747 2583 2790 2610 2838 2641 2890 2674 2948 2710 3011 2750 3080 2794 3156 2842 3239 2902 3343 2968 3458 3042 3585 3124 3727 3214 3885 3315 4059 3427 4254 4 2514 2535 2558 2583 2610 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3214 3315 3427 4 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3343 3458 3585 3727 3885 4059 4254
5 3751 2561 2640 2586 2673 2614 2709 2645 2749 2678 2793 2715 2841 2755 2893 2799 2951 2848 3015 2901 3084 2960 3160 3033 3255 3113 3361 3203 3478 3303 3607 3414 3752 3536 3912 3673 4090 5 2561 2586 2614 2645 2678 2715 2755 2799 2848 2901 2960 3033 3113 3203 3303 3414 3536 3673 5 2640 2673 2709 2749 2793 2841 2893 2951 3015 3084 3160 3255 3361 3478 3607 3752 3912 4090
6 4501 2603 2603 2632 2633 2665 2665 2700 2700 2739 2739 2782 2782 2829 2829 2880 2880 2937 2937 2999 2999 3067 3067 3151 3151 3245 3245 3349 3350 3465 3465 3594 3594 3736 3737 3895 3895 6 2603 2632 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3349 3465 3594 3736 3895 6 2603 2633 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3350 3465 3594 3737 3895
7 5251 2640 2561 2673 2586 2709 2614 2749 2645 2793 2678 2841 2715 2893 2755 2951 2800 3014 2848 3084 2902 3160 2960 3255 3033 3360 3114 3477 3204 3607 3303 3751 3414 3911 3537 4089 3673 7 2640 2673 2709 2749 2793 2841 2893 2951 3014 3084 3160 3255 3360 3477 3607 3751 3911 4089 7 2561 2586 2614 2645 2678 2715 2755 2800 2848 2902 2960 3033 3114 3204 3303 3414 3537 3673
8 6001 2671 2514 2707 2535 2747 2558 2790 2583 2838 2611 2890 2641 2948 2674 3011 2710 3080 2750 3156 2794 3239 2842 3342 2902 3457 2968 3585 3042 3727 3124 3884 3215 4059 3316 4253 3428 8 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3342 3457 3585 3727 3884 4059 4253 8 2514 2535 2558 2583 2611 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3215 3316 3428
9 6751 2696 2464 2734 2480 2777 2497 2823 2517 2874 2538 2930 2561 2991 2586 3058 2614 3132 2645 3213 2678 3302 2715 3412 2761 3535 2812 3671 2868 3822 2931 3990 3000 4177 3078 4384 3163 9 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3822 3990 4177 4384 9 2464 2480 2497 2517 2538 2561 2586 2614 2645 2678 2715 2761 2812 2868 2931 3000 3078 3163
10 7502 2714 2411 2754 2422 2798 2434 2847 2447 2900 2461 2958 2476 3022 2494 3093 2512 3170 2533 3254 2556 3347 2581 3463 2612 3591 2646 3733 2684 3892 2727 4067 2774 4262 2826 4479 2884 10 2714 2754 2798 2847 2900 2958 3022 3093 3170 3254 3347 3463 3591 3733 3892 4067 4262 4479 10 2411 2422 2434 2447 2461 2476 2494 2512 2533 2556 2581 2612 2646 2684 2727 2774 2826 2884
11 8252 2725 2356 2766 2361 2812 2367 2861 2374 2916 2381 2976 2389 3042 2398 3114 2407 3193 2418 3280 2429 3375 2442 3494 2457 3625 2474 3771 2494 3934 2515 4114 2539 4314 2565 4536 2594 11 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536 11 2356 2361 2367 2374 2381 2389 2398 2407 2418 2429 2442 2457 2474 2494 2515 2539 2565 2594
12 9002 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2300 3948 2300 4130 2300 4331 2300 4556 2300 12 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556 12 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300
13 9752 2725 2244 2766 2239 2812 2233 2861 2226 2916 2219 2976 2211 3042 2202 3114 2193 3193 2182 3280 2171 3375 2158 3494 2143 3625 2126 3771 2106 3934 2085 4114 2061 4314 2035 4536 2006 13 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536 13 2244 2239 2233 2226 2219 2211 2202 2193 2182 2171 2158 2143 2126 2106 2085 2061 2035 2006
14 10502 2714 2189 2754 2178 2798 2166 2847 2153 2900 2139 2958 2124 3022 2106 3093 2088 3170 2067 3254 2044 3347 2019 3463 1988 3591 1954 3733 1916 3892 1873 4067 1826 4262 1774 4479 1716 14 2714 2754 2798 2847 2900 2958 3022 3093 3170 3254 3347 3463 3591 3733 3892 4067 4262 4479 14 2189 2178 2166 2153 2139 2124 2106 2088 2067 2044 2019 1988 1954 1916 1873 1826 1774 1716
15 11252 2696 2136 2734 2120 2777 2103 2823 2083 2874 2062 2930 2039 2991 2014 3058 1986 3132 1955 3213 1922 3302 1885 3412 1839 3535 1788 3671 1732 3822 1669 3990 1600 4177 1522 4384 1437 15 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3822 3990 4177 4384 15 2136 2120 2103 2083 2062 2039 2014 1986 1955 1922 1885 1839 1788 1732 1669 1600 1522 1437
16 12002 2671 2086 2707 2065 2747 2042 2790 2017 2838 1989 2890 1959 2948 1926 3011 1890 3080 1850 3156 1806 3239 1758 3342 1698 3457 1632 3585 1558 3727 1476 3884 1385 4059 1284 4253 1172 16 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3342 3457 3585 3727 3884 4059 4253 16 2086 2065 2042 2017 1989 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1385 1284 1172
17 12753 2640 2039 2673 2014 2709 1986 2749 1955 2793 1922 2841 1885 2893 1845 2951 1800 3014 1752 3084 1698 3160 1640 3255 1567 3360 1486 3477 1396 3607 1297 3751 1186 3911 1063 4089 927 17 2640 2673 2709 2749 2793 2841 2893 2951 3014 3084 3160 3255 3360 3477 3607 3751 3911 4089 17 2039 2014 1986 1955 1922 1885 1845 1800 1752 1698 1640 1567 1486 1396 1297 1186 1063 927
18 13503 2603 1997 2632 1967 2665 1935 2700 1900 2739 1861 2782 1818 2829 1771 2880 1720 2937 1663 2999 1601 3067 1533 3151 1449 3245 1355 3349 1250 3465 1135 3594 1006 3736 863 3895 705 18 2603 2632 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3349 3465 3594 3736 3895 18 1997 1967 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1250 1135 1006 863 705
19 14253 2561 1960 2586 1927 2614 1891 2645 1851 2678 1807 2715 1759 2755 1707 2799 1649 2848 1585 2901 1516 2960 1440 3033 1345 3113 1239 3203 1122 3303 993 3414 848 3536 688 3673 510 19 2561 2586 2614 2645 2678 2715 2755 2799 2848 2901 2960 3033 3113 3203 3303 3414 3536 3673 19 1960 1927 1891 1851 1807 1759 1707 1649 1585 1516 1440 1345 1239 1122 993 848 688 510
20 15003 2514 1929 2535 1893 2558 1853 2583 1810 2610 1762 2641 1710 2674 1652 2710 1589 2750 1520 2794 1444 2842 1361 2902 1257 2968 1142 3042 1015 3124 873 3214 715 3315 541 3427 346 20 2514 2535 2558 2583 2610 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3214 3315 3427 20 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1257 1142 1015 873 715 541 346
21 15753 2464 1904 2480 1866 2497 1823 2517 1777 2538 1726 2561 1670 2586 1609 2614 1542 2644 1468 2678 1387 2715 1298 2760 1188 2811 1065 2868 929 2930 777 3000 610 3077 423 3163 216 21 2464 2480 2497 2517 2538 2561 2586 2614 2644 2678 2715 2760 2811 2868 2930 3000 3077 3163 21 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 777 610 423 216
22 16503 2411 1886 2422 1846 2433 1802 2446 1753 2461 1700 2476 1642 2493 1577 2512 1507 2533 1430 2555 1345 2580 1253 2611 1137 2646 1009 2684 866 2726 708 2773 533 2825 338 2883 121 22 2411 2422 2433 2446 2461 2476 2493 2512 2533 2555 2580 2611 2646 2684 2726 2773 2825 2883 22 1886 1846 1802 1753 1700 1642 1577 1507 1430 1345 1253 1137 1009 866 708 533 338 121
23 17253 2356 1875 2361 1834 2367 1788 2374 1739 2381 1684 2389 1624 2397 1558 2407 1486 2417 1407 2429 1320 2441 1225 2457 1106 2474 975 2493 829 2515 666 2538 486 2565 286 2594 64 23 2356 2361 2367 2374 2381 2389 2397 2407 2417 2429 2441 2457 2474 2493 2515 2538 2565 2594 23 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64
24 18004 2300 1871 2300 1830 2300 1784 2300 1734 2300 1679 2300 1618 2300 1552 2300 1479 2300 1399 2300 1312 2300 1216 2300 1096 2300 963 2300 816 2299 652 2299 470 2299 269 2299 44 24 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 24 1871 1830 1784 1734 1679 1618 1552 1479 1399 1312 1216 1096 963 816 652 470 269 44
25 18754 2244 1875 2239 1834 2233 1788 2226 1739 2219 1684 2211 1624 2203 1558 2193 1486 2183 1407 2171 1320 2159 1225 2143 1106 2126 975 2107 829 2085 666 2062 486 2035 286 2006 64 25 2244 2239 2233 2226 2219 2211 2203 2193 2183 2171 2159 2143 2126 2107 2085 2062 2035 2006 25 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64
26 19504 2189 1886 2178 1846 2167 1802 2154 1753 2139 1700 2124 1642 2107 1577 2088 1507 2067 1430 2045 1345 2020 1253 1989 1137 1954 1009 1916 866 1874 708 1827 533 1775 338 1717 121 26 2189 2178 2167 2154 2139 2124 2107 2088 2067 2045 2020 1989 1954 1916 1874 1827 1775 1717 26 1886 1846 1802 1753 1700 1642 1577 1507 1430 1345 1253 1137 1009 866 708 533 338 121
27 20254 2136 1904 2120 1866 2103 1823 2083 1777 2062 1726 2039 1670 2014 1609 1986 1542 1956 1468 1922 1387 1885 1298 1840 1188 1789 1065 1732 929 1670 777 1600 610 1523 423 1437 216 27 2136 2120 2103 2083 2062 2039 2014 1986 1956 1922 1885 1840 1789 1732 1670 1600 1523 1437 27 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 777 610 423 216
28 21004 2086 1929 2065 1893 2042 1853 2017 1810 1990 1762 1959 1710 1926 1652 1890 1589 1850 1520 1806 1444 1758 1361 1698 1257 1632 1142 1558 1015 1476 873 1386 715 1285 541 1173 346 28 2086 2065 2042 2017 1990 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1386 1285 1173 28 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1257 1142 1015 873 715 541 346
29 21754 2039 1960 2014 1927 1986 1891 1955 1851 1922 1807 1885 1759 1845 1707 1801 1649 1752 1585 1699 1516 1640 1440 1567 1345 1487 1239 1397 1122 1297 993 1186 848 1064 688 927 510 29 2039 2014 1986 1955 1922 1885 1845 1801 1752 1699 1640 1567 1487 1397 1297 1186 1064 927 29 1960 1927 1891 1851 1807 1759 1707 1649 1585 1516 1440 1345 1239 1122 993 848 688 510
30 22505 1997 1997 1968 1967 1935 1935 1900 1900 1861 1861 1818 1818 1771 1771 1720 1720 1663 1663 1601 1601 1533 1533 1449 1449 1355 1355 1251 1250 1135 1135 1006 1006 864 863 705 705 30 1997 1968 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1251 1135 1006 864 705 30 1997 1967 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1250 1135 1006 863 705
31 23255 1960 2039 1927 2014 1891 1986 1851 1955 1807 1922 1759 1885 1707 1845 1649 1800 1586 1752 1516 1698 1440 1640 1345 1567 1240 1486 1123 1396 993 1297 849 1186 689 1063 511 927 31 1960 1927 1891 1851 1807 1759 1707 1649 1586 1516 1440 1345 1240 1123 993 849 689 511 31 2039 2014 1986 1955 1922 1885 1845 1800 1752 1698 1640 1567 1486 1396 1297 1186 1063 927
32 24005 1929 2086 1893 2065 1853 2042 1810 2017 1762 1989 1710 1959 1652 1926 1589 1890 1520 1850 1444 1806 1361 1758 1258 1698 1143 1632 1015 1558 873 1476 716 1385 541 1284 347 1172 32 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1258 1143 1015 873 716 541 347 32 2086 2065 2042 2017 1989 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1385 1284 1172
33 24755 1904 2136 1866 2120 1823 2103 1777 2083 1726 2062 1670 2039 1609 2014 1542 1986 1468 1955 1387 1922 1298 1885 1188 1839 1065 1788 929 1732 778 1669 610 1600 423 1522 216 1437 33 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 778 610 423 216 33 2136 2120 2103 2083 2062 2039 2014 1986 1955 1922 1885 1839 1788 1732 1669 1600 1522 1437
34 25505 1886 2189 1846 2178 1802 2166 1753 2153 1700 2139 1642 2124 1578 2106 1507 2088 1430 2067 1346 2044 1253 2019 1137 1988 1009 1954 867 1916 708 1873 533 1826 338 1774 121 1716 34 1886 1846 1802 1753 1700 1642 1578 1507 1430 1346 1253 1137 1009 867 708 533 338 121 34 2189 2178 2166 2153 2139 2124 2106 2088 2067 2044 2019 1988 1954 1916 1873 1826 1774 1716
35 26255 1875 2244 1834 2239 1788 2233 1739 2226 1684 2219 1624 2211 1558 2202 1486 2193 1407 2182 1320 2171 1225 2158 1106 2143 975 2126 829 2106 666 2085 486 2061 286 2035 64 2006 35 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64 35 2244 2239 2233 2226 2219 2211 2202 2193 2182 2171 2158 2143 2126 2106 2085 2061 2035 2006
36 27005 1871 2300 1830 2300 1784 2300 1734 2300 1679 2300 1618 2300 1552 2300 1479 2300 1399 2300 1312 2300 1216 2300 1096 2300 963 2300 816 2300 652 2300 470 2300 269 2300 44 2300 36 1871 1830 1784 1734 1679 1618 1552 1479 1399 1312 1216 1096 963 816 652 470 269 44 36 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300
37 27756 1875 2356 1834 2361 1788 2367 1739 2374 1684 2381 1624 2389 1558 2398 1486 2407 1407 2418 1320 2429 1225 2442 1106 2457 975 2474 829 2494 666 2515 486 2539 286 2565 64 2594 37 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64 37 2356 2361 2367 2374 2381 2389 2398 2407 2418 2429 2442 2457 2474 2494 2515 2539 2565 2594
38 28506 1886 2411 1846 2422 1802 2434 1753 2447 1700 2461 1642 2476 1578 2494 1507 2512 1430 2533 1346 2556 1253 2581 1137 2612 1009 2646 867 2684 708 2727 533 2774 338 2826 121 2884 38 1886 1846 1802 1753 1700 1642 1578 1507 1430 1346 1253 1137 1009 867 708 533 338 121 38 2411 2422 2434 2447 2461 2476 2494 2512 2533 2556 2581 2612 2646 2684 2727 2774 2826 2884
39 29256 1904 2464 1866 2480 1823 2497 1777 2517 1726 2538 1670 2561 1609 2586 1542 2614 1468 2645 1387 2678 1298 2715 1188 2761 1065 2812 929 2868 778 2931 610 3000 423 3078 216 3163 39 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 778 610 423 216 39 2464 2480 2497 2517 2538 2561 2586 2614 2645 2678 2715 2761 2812 2868 2931 3000 3078 3163
40 30006 1929 2514 1893 2535 1853 2558 1810 2583 1762 2611 1710 2641 1652 2674 1589 2710 1520 2750 1444 2794 1361 2842 1258 2902 1143 2968 1015 3042 873 3124 716 3215 541 3316 347 3428 40 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1258 1143 1015 873 716 541 347 40 2514 2535 2558 2583 2611 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3215 3316 3428
41 30756 1960 2561 1927 2586 1891 2614 1851 2645 1807 2678 1759 2715 1707 2755 1649 2800 1586 2848 1516 2902 1440 2960 1345 3033 1240 3114 1123 3204 993 3303 849 3414 689 3537 511 3673 41 1960 1927 1891 1851 1807 1759 1707 1649 1586 1516 1440 1345 1240 1123 993 849 689 511 41 2561 2586 2614 2645 2678 2715 2755 2800 2848 2902 2960 3033 3114 3204 3303 3414 3537 3673
42 31506 1997 2603 1968 2633 1935 2665 1900 2700 1861 2739 1818 2782 1771 2829 1720 2880 1663 2937 1601 2999 1533 3067 1449 3151 1355 3245 1251 3350 1135 3465 1006 3594 864 3737 705 3895 42 1997 1968 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1251 1135 1006 864 705 42 2603 2633 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3350 3465 3594 3737 3895
43 32256 2039 2640 2014 2673 1986 2709 1955 2749 1922 2793 1885 2841 1845 2893 1801 2951 1752 3015 1699 3084 1640 3160 1567 3255 1487 3361 1397 3478 1297 3607 1186 3752 1064 3912 927 4090 43 2039 2014 1986 1955 1922 1885 1845 1801 1752 1699 1640 1567 1487 1397 1297 1186 1064 927 43 2640 2673 2709 2749 2793 2841 2893 2951 3015 3084 3160 3255 3361 3478 3607 3752 3912 4090
44 33007 2086 2671 2065 2707 2042 2747 2017 2790 1990 2838 1959 2890 1926 2948 1890 3011 1850 3080 1806 3156 1758 3239 1698 3343 1632 3458 1558 3585 1476 3727 1386 3885 1285 4059 1173 4254 44 2086 2065 2042 2017 1990 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1386 1285 1173 44 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3343 3458 3585 3727 3885 4059 4254
45 33757 2136 2696 2120 2734 2103 2777 2083 2823 2062 2874 2039 2930 2014 2991 1986 3058 1956 3132 1922 3213 1885 3302 1840 3412 1789 3535 1732 3671 1670 3823 1600 3990 1523 4177 1437 4384 45 2136 2120 2103 2083 2062 2039 2014 1986 1956 1922 1885 1840 1789 1732 1670 1600 1523 1437 45 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3823 3990 4177 4384
46 34507 2189 2714 2178 2754 2167 2798 2154 2847 2139 2900 2124 2958 2107 3023 2088 3093 2067 3170 2045 3255 2020 3347 1989 3463 1954 3591 1916 3734 1874 3892 1827 4067 1775 4262 1717 4479 46 2189 2178 2167 2154 2139 2124 2107 2088 2067 2045 2020 1989 1954 1916 1874 1827 1775 1717 46 2714 2754 2798 2847 2900 2958 3023 3093 3170 3255 3347 3463 3591 3734 3892 4067 4262 4479
47 35257 2244 2725 2239 2766 2233 2812 2226 2861 2219 2916 2211 2976 2203 3042 2193 3114 2183 3193 2171 3280 2159 3375 2143 3494 2126 3625 2107 3771 2085 3934 2062 4114 2035 4314 2006 4536 47 2244 2239 2233 2226 2219 2211 2203 2193 2183 2171 2159 2143 2126 2107 2085 2062 2035 2006 47 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536
48 36007 2300 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2299 3948 2299 4130 2299 4331 2299 4556 48 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 48 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556
Nelder Plot Designs
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt
0 000 -00 429 -00 470 -00 516 -00 566 -00 621 -00 682 -00 748 -00 821 -00 901 -00 988 -00 1084 -00 1204 -00 1337 -00 1484 -01 1648 -01 1830 -01 2031 -01 2256
1 750 56 425 61 466 67 512 74 561 81 616 89 676 97 742 107 814 117 893 129 980 141 1075 157 1194 174 1325 193 1471 215 1634 238 1814 265 2014 294 2236
2 1500 111 414 122 454 133 498 146 547 161 600 176 658 193 723 212 793 233 870 255 955 280 1047 311 1163 346 1291 384 1434 426 1592 473 1767 525 1962 583 2179
3 2250 164 396 180 434 197 477 217 523 238 574 261 630 286 691 314 758 344 832 378 913 415 1002 460 1112 511 1235 568 1371 630 1523 700 1690 777 1877 863 2084
4 3001 214 371 235 407 258 447 283 490 310 538 341 590 374 648 410 711 450 780 494 856 542 939 602 1043 668 1158 742 1285 824 1427 914 1585 1015 1759 1127 1954
5 3751 261 340 286 373 314 409 345 449 378 493 415 541 455 593 499 651 548 715 601 784 660 860 733 955 813 1061 903 1178 1003 1307 1114 1452 1236 1612 1373 1790
6 4501 303 303 332 333 365 365 400 400 439 439 482 482 529 529 580 580 637 637 699 699 767 767 851 851 945 945 1049 1050 1165 1165 1294 1294 1436 1437 1595 1595
7 5251 340 261 373 286 409 314 449 345 493 378 541 415 593 455 651 500 714 548 784 602 860 660 955 733 1060 814 1177 904 1307 1003 1451 1114 1611 1237 1789 1373
8 6001 371 214 407 235 447 258 490 283 538 311 590 341 648 374 711 410 780 450 856 494 939 542 1042 602 1157 668 1285 742 1427 824 1584 915 1759 1016 1953 1128
9 6751 396 164 434 180 477 197 523 217 574 238 630 261 691 286 758 314 832 345 913 378 1002 415 1112 461 1235 512 1371 568 1522 631 1690 700 1877 778 2084 863
10 7502 414 111 454 122 498 134 547 147 600 161 658 176 722 194 793 212 870 233 954 256 1047 281 1163 312 1291 346 1433 384 1592 427 1767 474 1962 526 2179 584
11 8252 425 56 466 61 512 67 561 74 616 81 676 89 742 98 814 107 893 118 980 129 1075 142 1194 157 1325 174 1471 194 1634 215 1814 239 2014 265 2236 294
12 9002 429 00 470 00 516 00 566 00 621 00 682 00 748 00 821 00 901 00 988 00 1084 00 1204 00 1337 00 1484 00 1648 00 1830 00 2031 00 2256 00
13 9752 425 -56 466 -61 512 -67 561 -74 616 -81 676 -89 742 -98 814 -107 893 -118 980 -129 1075 -142 1194 -157 1325 -174 1471 -194 1634 -215 1814 -239 2014 -265 2236 -294
14 10502 414 -111 454 -122 498 -134 547 -147 600 -161 658 -176 722 -194 793 -212 870 -233 954 -256 1047 -281 1163 -312 1291 -346 1433 -384 1592 -427 1767 -474 1962 -526 2179 -584
15 11252 396 -164 434 -180 477 -197 523 -217 574 -238 630 -261 691 -286 758 -314 832 -345 913 -378 1002 -415 1112 -461 1235 -512 1371 -568 1522 -631 1690 -700 1877 -778 2084 -863
16 12002 371 -214 407 -235 447 -258 490 -283 538 -311 590 -341 648 -374 711 -410 780 -450 856 -494 939 -542 1042 -602 1157 -668 1285 -742 1427 -824 1584 -915 1759 -1016 1953 -1128
17 12753 340 -261 373 -286 409 -314 449 -345 493 -378 541 -415 593 -455 651 -500 714 -548 784 -602 860 -660 955 -733 1060 -814 1177 -904 1307 -1003 1451 -1114 1611 -1237 1789 -1373
18 13503 303 -303 332 -333 365 -365 400 -400 439 -439 482 -482 529 -529 580 -580 637 -637 699 -699 767 -767 851 -851 945 -945 1049 -1050 1165 -1165 1294 -1294 1436 -1437 1595 -1595
19 14253 261 -340 286 -373 314 -409 345 -449 378 -493 415 -541 455 -593 499 -651 548 -715 601 -784 660 -860 733 -955 813 -1061 903 -1178 1003 -1307 1114 -1452 1236 -1612 1373 -1790
20 15003 214 -371 235 -407 258 -447 283 -490 310 -538 341 -590 374 -648 410 -711 450 -780 494 -856 542 -939 602 -1043 668 -1158 742 -1285 824 -1427 914 -1585 1015 -1759 1127 -1954
21 15753 164 -396 180 -434 197 -477 217 -523 238 -574 261 -630 286 -691 314 -758 344 -832 378 -913 415 -1002 460 -1112 511 -1235 568 -1371 630 -1523 700 -1690 777 -1877 863 -2084
22 16503 111 -414 122 -454 133 -498 146 -547 161 -600 176 -658 193 -723 212 -793 233 -870 255 -955 280 -1047 311 -1163 346 -1291 384 -1434 426 -1592 473 -1767 525 -1962 583 -2179
23 17253 56 -425 61 -466 67 -512 74 -561 81 -616 89 -676 97 -742 107 -814 117 -893 129 -980 141 -1075 157 -1194 174 -1325 193 -1471 215 -1634 238 -1814 265 -2014 294 -2236
24 18004 -00 -429 -00 -470 -00 -516 -00 -566 -00 -621 -00 -682 -00 -748 -00 -821 -00 -901 -00 -988 -00 -1084 -00 -1204 -00 -1337 -00 -1484 -01 -1648 -01 -1830 -01 -2031 -01 -2256
25 18754 -56 -425 -61 -466 -67 -512 -74 -561 -81 -616 -89 -676 -97 -742 -107 -814 -117 -893 -129 -980 -141 -1075 -157 -1194 -174 -1325 -193 -1471 -215 -1634 -238 -1814 -265 -2014 -294 -2236
26 19504 -111 -414 -122 -454 -133 -498 -146 -547 -161 -600 -176 -658 -193 -723 -212 -793 -233 -870 -255 -955 -280 -1047 -311 -1163 -346 -1291 -384 -1434 -426 -1592 -473 -1767 -525 -1962 -583 -2179
27 20254 -164 -396 -180 -434 -197 -477 -217 -523 -238 -574 -261 -630 -286 -691 -314 -758 -344 -832 -378 -913 -415 -1002 -460 -1112 -511 -1235 -568 -1371 -630 -1523 -700 -1690 -777 -1877 -863 -2084
28 21004 -214 -371 -235 -407 -258 -447 -283 -490 -310 -538 -341 -590 -374 -648 -410 -711 -450 -780 -494 -856 -542 -939 -602 -1043 -668 -1158 -742 -1285 -824 -1427 -914 -1585 -1015 -1759 -1127 -1954
29 21754 -261 -340 -286 -373 -314 -409 -345 -449 -378 -493 -415 -541 -455 -593 -499 -651 -548 -715 -601 -784 -660 -860 -733 -955 -813 -1061 -903 -1178 -1003 -1307 -1114 -1452 -1236 -1612 -1373 -1790
30 22505 -303 -303 -332 -333 -365 -365 -400 -400 -439 -439 -482 -482 -529 -529 -580 -580 -637 -637 -699 -699 -767 -767 -851 -851 -945 -945 -1049 -1050 -1165 -1165 -1294 -1294 -1436 -1437 -1595 -1595
31 23255 -340 -261 -373 -286 -409 -314 -449 -345 -493 -378 -541 -415 -593 -455 -651 -500 -714 -548 -784 -602 -860 -660 -955 -733 -1060 -814 -1177 -904 -1307 -1003 -1451 -1114 -1611 -1237 -1789 -1373
32 24005 -371 -214 -407 -235 -447 -258 -490 -283 -538 -311 -590 -341 -648 -374 -711 -410 -780 -450 -856 -494 -939 -542 -1042 -602 -1157 -668 -1285 -742 -1427 -824 -1584 -915 -1759 -1016 -1953 -1128
33 24755 -396 -164 -434 -180 -477 -197 -523 -217 -574 -238 -630 -261 -691 -286 -758 -314 -832 -345 -913 -378 -1002 -415 -1112 -461 -1235 -512 -1371 -568 -1522 -631 -1690 -700 -1877 -778 -2084 -863
34 25505 -414 -111 -454 -122 -498 -134 -547 -147 -600 -161 -658 -176 -722 -194 -793 -212 -870 -233 -954 -256 -1047 -281 -1163 -312 -1291 -346 -1433 -384 -1592 -427 -1767 -474 -1962 -526 -2179 -584
35 26255 -425 -56 -466 -61 -512 -67 -561 -74 -616 -81 -676 -89 -742 -98 -814 -107 -893 -118 -980 -129 -1075 -142 -1194 -157 -1325 -174 -1471 -194 -1634 -215 -1814 -239 -2014 -265 -2236 -294
36 27005 -429 00 -470 00 -516 00 -566 00 -621 00 -682 00 -748 00 -821 00 -901 00 -988 00 -1084 00 -1204 00 -1337 00 -1484 00 -1648 00 -1830 00 -2031 00 -2256 00
37 27756 -425 56 -466 61 -512 67 -561 74 -616 81 -676 89 -742 98 -814 107 -893 118 -980 129 -1075 142 -1194 157 -1325 174 -1471 194 -1634 215 -1814 239 -2014 265 -2236 294
38 28506 -414 111 -454 122 -498 134 -547 147 -600 161 -658 176 -722 194 -793 212 -870 233 -954 256 -1047 281 -1163 312 -1291 346 -1433 384 -1592 427 -1767 474 -1962 526 -2179 584
39 29256 -396 164 -434 180 -477 197 -523 217 -574 238 -630 261 -691 286 -758 314 -832 345 -913 378 -1002 415 -1112 461 -1235 512 -1371 568 -1522 631 -1690 700 -1877 778 -2084 863
40 30006 -371 214 -407 235 -447 258 -490 283 -538 311 -590 341 -648 374 -711 410 -780 450 -856 494 -939 542 -1042 602 -1157 668 -1285 742 -1427 824 -1584 915 -1759 1016 -1953 1128
41 30756 -340 261 -373 286 -409 314 -449 345 -493 378 -541 415 -593 455 -651 500 -714 548 -784 602 -860 660 -955 733 -1060 814 -1177 904 -1307 1003 -1451 1114 -1611 1237 -1789 1373
42 31506 -303 303 -332 333 -365 365 -400 400 -439 439 -482 482 -529 529 -580 580 -637 637 -699 699 -767 767 -851 851 -945 945 -1049 1050 -1165 1165 -1294 1294 -1436 1437 -1595 1595
43 32256 -261 340 -286 373 -314 409 -345 449 -378 493 -415 541 -455 593 -499 651 -548 715 -601 784 -660 860 -733 955 -813 1061 -903 1178 -1003 1307 -1114 1452 -1236 1612 -1373 1790
44 33007 -214 371 -235 407 -258 447 -283 490 -310 538 -341 590 -374 648 -410 711 -450 780 -494 856 -542 939 -602 1043 -668 1158 -742 1285 -824 1427 -914 1585 -1015 1759 -1127 1954
45 33757 -164 396 -180 434 -197 477 -217 523 -238 574 -261 630 -286 691 -314 758 -344 832 -378 913 -415 1002 -460 1112 -511 1235 -568 1371 -630 1523 -700 1690 -777 1877 -863 2084
46 34507 -111 414 -122 454 -133 498 -146 547 -161 600 -176 658 -193 723 -212 793 -233 870 -255 955 -280 1047 -311 1163 -346 1291 -384 1434 -426 1592 -473 1767 -525 1962 -583 2179
47 35257 -56 425 -61 466 -67 512 -74 561 -81 616 -89 676 -97 742 -107 814 -117 893 -129 980 -141 1075 -157 1194 -174 1325 -193 1471 -215 1634 -238 1814 -265 2014 -294 2236
48 36007 -00 429 -00 470 -00 516 -00 566 -00 621 -00 682 -00 748 -00 821 -00 901 -00 988 -00 1084 -00 1204 -00 1337 -00 1484 -01 1648 -01 1830 -01 2031 -01 2256
Nelder Plot Designs
of Arcs 16 MinDens 247 per hect
Rectangularity 141 MaxDens 4000 per hect
Rate of Change 10972664521
Angle between Spokes 01309260715 First 130619356715
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
Spoke Treeshec 4816 4000 3322 2759 2292 1904 1581 1313 1091 906 752 610 495 402 326 264 214 174
Area (sqm) 208 250 301 362 436 525 633 762 917 1104 1329 1639 2020 2490 3070 3785 4666 5752
Side (m) 144 158 173 190 209 229 251 276 303 332 365 405 449 499 554 615 683 758
7502 Radius (m) 1306 1433 1573 1726 1893 2078 2280 2501 2745 3012 3305 3669 4074 4523 5022 5577 6192 6875
Radius (feet) 429 470 516 566 621 682 748 821 901 988 1084 1204 1337 1484 1648 1830 2031 2256
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt
0 00 4285 000 4702 000 5160 000 5661 000 6212 000 6816 000 7479 000 8207 000 9005 000 9881 000 10842 000 12038 000 13366 000 14841 000 16478 000 18296 000 20314 000 22555 000
1 75 4249 559 4662 614 5115 674 5613 739 6159 811 6758 890 7415 976 8137 1071 8928 1176 9796 1290 10749 1415 11935 1572 13252 1745 14714 1937 16337 2151 18139 2389 20140 2652 22362 2945
2 150 4139 1109 4542 1217 4984 1336 5468 1466 6000 1608 6584 1765 7224 1936 7927 2125 8698 2331 9544 2558 10473 2807 11628 3116 12911 3460 14335 3842 15916 4266 17672 4736 19622 5259 21786 5839
3 225 3959 1640 4344 1800 4767 1975 5230 2167 5739 2378 6297 2609 6910 2863 7582 3141 8319 3447 9129 3782 10016 4150 11121 4608 12348 5116 13711 5680 15223 6307 16903 7003 18767 7775 20838 8633
4 300 3711 2143 4072 2352 4468 2580 4903 2831 5380 3107 5903 3409 6477 3740 7107 4104 7798 4503 8557 4941 9389 5422 10425 6020 11575 6684 12852 7422 14270 8241 15844 9150 17592 10159 19532 11280
5 375 3400 2609 3730 2863 4093 3142 4491 3447 4928 3782 5407 4150 5933 4554 6510 4997 7144 5483 7838 6016 8601 6601 9550 7330 10603 8138 11773 9036 13072 10033 14514 11140 16115 12369 17892 13733
6 450 3030 3031 3324 3326 3648 3649 4003 4004 4392 4393 4819 4821 5288 5290 5802 5804 6367 6369 6986 6988 7665 7668 8511 8514 9450 9453 10492 10496 11650 11654 12935 12939 14362 14367 15946 15952
7 525 2608 3400 2862 3731 3140 4094 3446 4492 3781 4929 4149 5409 4552 5935 4995 6512 5481 7145 6014 7840 6599 8603 7327 9552 8135 10606 9032 11776 10029 13075 11135 14517 12364 16119 13727 17897
8 600 2142 3712 2350 4073 2579 4469 2830 4904 3105 5381 3407 5904 3738 6478 4102 7108 4501 7800 4939 8558 5419 9391 6017 10427 6681 11577 7418 12854 8236 14272 9145 15847 10153 17595 11274 19536
9 675 1639 3960 1798 4345 1973 4767 2165 5231 2376 5740 2607 6298 2861 6911 3139 7583 3444 8320 3779 9130 4147 10018 4604 11123 5112 12350 5676 13712 6302 15225 6998 16905 7769 18770 8627 20840
10 750 1108 4140 1216 4542 1334 4984 1464 5469 1606 6001 1762 6585 1934 7225 2122 7928 2328 8699 2555 9545 2803 10473 3113 11629 3456 12912 3837 14336 4261 15918 4731 17674 5253 19623 5832 21788
11 825 558 4249 612 4662 672 5116 737 5613 809 6159 888 6758 974 7416 1069 8137 1173 8928 1287 9797 1412 10750 1568 11936 1741 13252 1933 14714 2146 16338 2383 18140 2646 20141 2938 22363
12 900181 -001 4285 -001 4702 -002 5160 -002 5661 -002 6212 -002 6816 -002 7479 -003 8207 -003 9005 -003 9881 -003 10842 -004 12038 -004 13366 -005 14841 -005 16478 -006 18296 -006 20314 -007 22555
Treesacre 1949 1619 1344 1117 927 770 640 531 441 367 304 247 200 163 132 107 87 70
Acres 015 018 022 026 031 037 044 053 063 075 090 110 135 166 204 250 307 378
6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6
8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8
11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11
14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14
17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17
19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19
25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25
28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28
31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31
Page 4: Systematic Planting Designs for Assessing the Controls of

Use of Planting Trials in ForestryBlock Replicated Experimentsbull There is extensive literature about

the use of block replicated spacing studies

bull Guiding many silvicultural systems in western forests

400 TPH

800 TPH

Use of Planting Trials in ForestryBlock Replicated Experimentsbull These approaches utilize an area based approach to define

the sampling unit (ie each block is 1 sample)bull This study of 2 species

bull ~5 acres per block setbull 6 replicatesbull 12 densitiesbull 110 trees in each

6 x 12 x 110 = 7920 trees to track

~30 acres invested

Add a second species double everything

Understanding Nelder PlotsIndividual Focused ndash Systematic Experimentsbull John Nelder ndash a British Statistician trying to identify

ideal agricultural plant spacingbull Nelder JA 1962 New kinds of systematic designs for spacing

experiments Biometrics 18 283-307

bull Proposed 5 designs for varying spacing and rectangularity

Ia Ib Ic Id II

Density Rectangularity Both Both Both

Understanding Nelder PlotsIndividual Focused ndash Systematic Experimentsbull The Ia design has been the most widely adapted for

forestry applicationsIa

Density

bull Maintains rectangularity at ~11 while varying spacing

bull Each tree along a spoke represents a different density

bull Each spoke represents a replicatebull While this shows one quadrant these are

commonly installed as full circles

Individual Focused ndash Systematic Experiments

Understanding Nelder Plots

bull Full plots can be divided to investigate site prep species providence etc

bull Effects are separated by guard spokes

bull Density is maintained by guard archesbull This scenario produces 4

replicates of 9 densitiesbull Depending on spacing this could

take as little as 1 acre

bull Multiple plots could be used to investigate across site index

Individual Focused ndash Systematic Experiments

Understanding Nelder Plots

bull Example of mixed species planting for assessing intra-species competition

14 densities5 replicates0325 acres

625 ndash 25267 TPH

Individual Focused ndash Systematic Experiments

Understanding NelderPlots

bull Replicated Douglas-fir plots in Oregonbull Done with a modified Nelder Ia design

Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots

000

200

400

600

800

1000

1200

1400

1600

1800

0 5 10 15 20 25 30 35

Age (years)

Dia

met

er (i

nche

s)

DF 17DF 16DF 15DF 14DF 13DF 12DF 11DF 10DF 9DF 8DF 7DF 6DF 5DF 4DF 3DF 2DF 1

36 years old16 Densities48 Replicates

5 plots

Chart7

DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Diameter (inches)
Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
08879221451
088441858
08840087766
09021935304
09432154464
09894118788
10184185902
10272518345
10237903437
10032543518
0963510934
09260855676
09127484432
09179795184
09274672257
09449261647
09722764851
23582445146
23471941558
23594257372
2387346104
24194343964
24587560745
24935491371
24885572688
24322481268
23456399305
22311432468
20953457902
19796119405
18960065573
18353704902
18269409618
18731288925
52386478781
5209638449
52085542777
51971245275
51293513843
50162237233
48630849638
46339642433
43397526122
40337054028
37221136636
34149934861
31617716346
2966501578
28325916798
28417702315
29868715123
80356163346
78611346984
76720923034
74209859711
70800039827
67094971887
6319145007
58621133795
53758850954
49288905519
44973181312
40836102132
37636928623
35281322894
33756388063
34425716206
37061887307
102727386361
99643186647
95588245945
90452563203
8452301835
7854674068
72454622878
6600447733
60019483865
55140563529
50652427931
4631372927
42942650898
4041041084
38729215793
39659416724
42987790716
116965575263
112481683669
106637238298
99649357798
92003879643
8469050307
7780974203
71040201554
64803125364
59569475142
54951362753
5061620616
4693302392
43971315138
42293400094
43837433222
48038239757
146847752901
139454491639
129749989232
118919470297
10801175212
9856446837
90748900902
83270642161
76038922306
70222015501
65731878119
61587521242
57835233432
55141469348
54308806423
56567049368
61019669569
156963206704
148536553635
13755958162
125408285759
113383859011
103345973707
95309580573
87625280868
80516230661
75620598051
72158581102
6804304435
63835221826
61711997118
62338599962
65091907145
68519620887
165340219651
156059149201
14414212317
131501047574
119310334103
108926449997
10028826524
91981296568
84611105449
80175431209
7753197576
7363065886
68647071345
655423052
66051246095
69618692409
73971146986

Design

Design

70
87
107
132
163
200
247
304
367
441
531
640
770
927
1117
1344
1619
1949
Nelder Plot Design - Arc TreesAcreDimensions in feet

Plot Center

Plot Square

Plot Square

70
87
107
132
163
200
247
304
367
441
531
640
770
927
1117
1344
1619
1949
Nelder Research Plot DesignTrees per Acre in each Arc

TreeList

DoH

DoH

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
8333 Dbh(Ht-45)
Douglas-fir DbhHeight Ratios (cmm) at 31 YearsNewton amp Cole Nelder Plots

Height

GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
8333 Dbh(Ht-45)
Grand fir DbhHeight Ratios (cmm) at 31 YearsNewton amp Cole Nelder Plots

Dbh

Douglas-fir
Grand Fir
Arc Position
8333 Dbh(Ht-45)
Douglas-fir and Grand fir - DbhHeight Ratios (cmm)Newton amp Cole Nelder Plots

DoH_Arc

DoH_Arc

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
Height (feet)
Douglas-fir Heights (feet) - Msmt at 31 YearsNewton amp Cole Nelder Plots

Htt_Arc

GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
Height (feet)
Grand fir Heights (feet) - Msmt at 31 YearsNewton amp Cole Nelder Plots

Dbh_Arc

Grand Fir
Douglas-fir
Arc Position
Height (feet)
Douglas-fir and Grand fir - Heights at 31 YearsNewton amp Cole Nelder Plots

Vol_Arc

Vol_Arc

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
Dbh (inches)
Douglas-fir Dbh - Msmt at 31 YearsNewton amp Cole Nelder Plots
GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
Dbh (inches)
Grand fir Dbh - Msmt at 31 YearsNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc Position
Dbh (inches)
Douglas-fir and Grand fir - Dbh at 31 YearsNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
8333 Dbh(Ht-45)
Douglas-fir DbhHeight Ratios (cmm) by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
8333 Dbh(Ht-45)
Grand fir DbhHeight Ratios (cmm) by Age and ArcNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Age (years)
8333 Dbh(Ht-45)
Douglas-fir and Grand fir - DbhHeight Ratios (cmm)Newton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Height (feet)
Douglas-fir Heights by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Height (feet)
Grand fir Heights by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Total Height (feet)
Douglas-fir and Grand fir - HeightsNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Competitive Stress Index (density level)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Initial Dbh (Height-45) (cmm)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Competitive Stress Index (density level)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Diameter (inches)
Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Diameter (inches)
Grand fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Diameter BH (inches)
Douglas-fir and Grand fir - Dbh by AgeNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
Height Increment (feet)
Douglas-fir and Grand fir - Height Increment by DensityNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Hinc Sinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
Dbh Increment (inches)
Douglas-fir and Grand fir - Dbh Increment by DensityNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Dinc Sinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Hinc Tinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Dinc Tinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Competitive Stress Index (density level)
Hinc Tinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Competitive Stress Index (density level)
Dinc Tinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Cubic feet Tree
Douglas-fir - Tree Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Cubic feet Tree
Grand fir - Tree Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Total Cubic feet Tree
Douglas-fir and Grand fir - Tree Cubic Volume by AgeNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Cubic feet Acre
Douglas-fir - Stand Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Cubic feet Acre
Grand fir - Stand Cubic Volume by Age and ArcNewton amp Cole Nelder Plots

Analytical Challenges

8 trees

8 trees

Block Replicated Experimentsbull Independent blocks representing density

levels with sets of blocks creating replicationbull Randomizing block arrangements ensures their

independence and allows us to meet common analysis assumptions

bull Designed for analysis of variance for deriving inference (ie ANOVA and linear regression)

bull Each set of blocks represents a single sample

Analytical ChallengesIndividual Focused ndash Systematic Experimentbull Each arch represents a density level with trees in the arch

creating replicationbull Since there is no way to randomize this we donrsquot meet the assumptions

for analysis of variance

bull Designed for model-based inference approachesbull Each spoke provides a single sample for each density level

Black Hills Nelder Plots

bull ponderosa pinebull 21 acres per plotbull 16 densitiesbull 52 spokes 24 replicatesbull 2 ndash site preparations

Photo Curtesy of Mike Battaglia RMRS

1 year after planting

Photo Curtesy of Mike Battaglia RMRS

Study Designbull 3 ndash Nelder Ia design plots at SI of 50-60bull Planted in 1969 with 2 year old seedlings

bull Implemented by Charles Boldt of Rocky Mountain Forest and Range Experiment Station USDA Forest Service

bull Spacing from 3x3 ft to 19x19 ftbull Or 4808 to 118 trees per acre

bull Each plot has 24 replicates of each spacing and treatmentbull 2304 possible sample trees each time step

bull Inventories of DBH and height at agesbull 3 6 8 9 11 and 12 then again at age 45bull Increment cores collected from 3 trees at each

density in each plot ndash 144 cores

Half Plot Schematic

Plot Locations in the Black Hillrsquos Experimental Forest

45 year after planting

Objectives amp Methods

ObjectivesHow does spacing and site preparation impact tree size and growth incrementDoes FVS accurately represent small tree growthHow does spacing impact growth during drought periods

Methodsbull Trees filtered for alive local neighborhoodsbull Tree size ndash DBH and heightbull Growth increment - Periodic Annual Basal Area

Increment per treebull Compared against bareground FVS simulationsbull Increment cores to evaluate growth during droughts

Results

Spacingbull Optimal spacing increases with agebull This informs the timing of thinning to

capture growth

USDA FS ndash Black Hills Experimental Forest Virtual Tour

12 years old25 years old

24rdquo68rdquo

Results

Site Preparationbull The effect of spacing is

overwhelmed by grass competition

Herbicide and Tilling 12rdquo Scalps

Photo Curtesy of Mike Battaglia RMRS

Plantation Age 12

ImplicationsSilviculturebull Informing the

timing of thinningWood Qualitybull Impacts on wood

density and knotsGrowth amp Yieldbull Validatingrefining

modeling of tree growth

3rsquo x 3rsquo 7rsquo x 7rsquo 12rsquo x 12rsquo 17rsquo x 17rsquo SpacingRelative Size at Age 45

Herbicide and Tilling

Growth Rate12rdquo Scalps

USDA FS ndash Black Hills Experimental Forest

Virtual Tour No significant treatment effect at age 45

Validating FVSDirect evaluation of Central Rockies variant small tree growth modelbull Bareground simulations at 50 55 and 60

for site indexbull Treelist output at age 3 6 9 and 12

Initiating Bareground Simulations

Year 12 of Bareground Simulations

Photo Curtesy of Mike Battaglia RMRS

Direct Evaluation of FVS BiasDBHbull Underprediction that gets worse with agebull Under accounts for the effect of site index in small treesbull Under accounts for the effect of densitybull Good reason to incorporate site preparation into FVS

DBH Bias at Age 12bull Scalped ndash FVS biasrsquos

were -8 -42 and -86 for SI of 50 55 and 60 respectively

bull Herbicide ndash FVS biasrsquos were -167 -179 and -231 for SI of 50 55 and 60 respectively

Direct Evaluation of FVS BiasHeightbull Generally capture the rate of height growthbull Under accounts for the effect of planting densitybull Under accounts for the effect of site index in small treesbull Good reason to incorporate site preparation into FVS

Height Bias at Age 12bull Scalped ndash FVS biasrsquos

were +7 -8 and -39 for SI of 50 55 and 60 respectively

bull Herbicide ndash FVS biass were -48 -57 and -97 for SI of 50 55 and 60 respectively

Further analysis will evaluate model drift

Evaluating Drought Impact on GrowthCompetition impact on resistance resilience to drought

=119861119861119861119861119861119861119889119889119889119889119889119889119889119889119889119889119889119889119861119861119861119861119861119861119901119901119889119889119901119901

=119861119861119861119861119861119861119901119901119901119901119901119901119901119901119861119861119861119861119861119861119901119901119889119889119901119901

Resilience

bull Competition evaluated as relative stand density index (r-SDI)

Trees Per Acre

1985 Drought 2002 Droughtn DBH (in) r-SDI n DBH (in) r-SDI

120 7 29 (10) 003 8 74 (17) 015

195 8 24 (13) 004 8 60 (13) 017

316 7 29 (13) 009 8 60 (11) 028

512 7 19 (06) 007 8 49 (09) 032

830 9 22 (11) 016 9 46 (12) 049

1347 8 16 (06) 014 8 37 (08) 056

2185 8 17 (07) 028 8 37 (06) 089

3551 7 15 (07) 035 8 30 (07) 102

Resistance

bull Droughts identified as periods of PDSI below -25

Mean PDSI -33

Mean PDSI -28

Only showing 8 of 16 densities

Evaluating Drought Impact on GrowthCompetition impact on resistance resilience to droughtbull Strong density dependent

response during 1985 eventbull Many trees above 1 meaning

accelerating growth

bull No significant effect during 2002 eventbull Most trees below 1 meaning

reduced growth

Similar responses have been seen to these droughts in other datasets

But the 1985 drought was more severe so what is going on

Evaluating Drought Impact on GrowthStand development stage impact on resistance resilience researchbull Density dependent growth research makes it

clear that trees follow a sigmoidal curvebull First drought occurred during the up swing of the

sigmoidal curvebull Second drought occurred afterwhile trees began

declining on the sigmoidal curve

bull This provides similar resistanceresilience values to those observed

FVS Bareground Simulations

FVS Simulated Values

Acknowledgements

Jonah Rampini ndash UndergraduateSam Chaplin ndash Undergraduate Mike Battaglia ndash RMRS Seth Ex ndash CSU Chad Hoffman ndash CSU Questions

  • Systematic Planting Designs for Assessing the Controls of Forest Density on Growth
  • Outline
  • Use of Planting Trials in Forestry
  • Use of Planting Trials in Forestry
  • Use of Planting Trials in Forestry
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Analytical Challenges
  • Analytical Challenges
  • Black Hills Nelder Plots
  • Slide Number 14
  • Study Design
  • Plot Locations in the Black Hillrsquos Experimental Forest
  • Objectives amp Methods
  • Results
  • Results
  • Growth Rate
  • Validating FVS
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
00625 025 0375 025 00625 Cubic foot Volumes
6 8 11 14 17 19 25 28 31 Plantation Age Cubic Volume per Acre by Plantation Age
Species Arc Aveage Dbh 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 Tpa 6 8 11 14 17 19 25 28 31
DF 1 405 002 011 046 095 159 225 482 618 787 002 010 042 084 140 196 432 582 732 1949 0 0 0 0 0 0 0 0 0
DF 2 274 001 008 030 058 095 129 312 496 609 002 010 037 073 121 167 381 541 667 1619 0 0 0 0 0 0 0 0 0
DF 3 305 002 009 037 066 110 150 363 529 628 001 010 037 071 119 161 362 514 622 1344 0 0 0 0 0 0 0 0 0
DF 4 335 001 010 041 081 138 182 366 479 567 001 010 041 079 132 179 384 516 633 1117 0 0 0 0 0 0 0 0 0
DF 5 354 001 011 047 089 147 202 424 528 688 001 011 048 091 152 209 432 564 715 927 0 0 0 0 0 0 0 0 0
DF 6 386 001 012 053 100 166 238 490 658 851 001 013 057 110 181 247 497 653 837 770 0 0 0 0 0 0 0 0 6448
DF 7 449 002 015 071 141 226 298 576 783 1007 002 014 068 136 220 295 572 742 936 640 0 0 0 0 0 0 0 4746 5989
DF 8 483 002 016 081 165 262 344 644 785 949 002 016 081 165 262 350 658 819 1006 531 0 0 0 0 0 0 3496 4347 5341
DF 9 520 002 017 091 189 293 401 731 868 1044 002 017 094 198 313 417 780 937 1131 441 0 0 0 0 0 0 3441 4131 4990
DF 10 578 002 019 109 236 372 492 954 1127 1346 002 018 107 236 382 505 942 1118 1349 367 0 0 0 0 0 1853 3456 4103 4953
DF 11 645 002 018 122 285 478 621 1130 1353 1652 002 018 117 274 462 608 1117 1322 1608 304 0 0 0 0 1403 1848 3397 4019 4888
DF 12 680 002 017 120 298 528 699 1252 1461 1780 002 017 123 306 540 718 1315 1551 1898 247 0 0 0 0 1335 1774 3247 3832 4687
DF 13 748 001 016 129 340 624 837 1543 1817 2260 001 016 126 337 622 845 1577 1872 2281 200 0 0 0 675 1245 1690 3154 3743 4562
DF 14 803 001 015 129 369 701 977 1876 2249 2685 001 015 128 367 708 987 1909 2295 2775 163 0 0 0 598 1155 1608 3112 3741 4523
DF 15 877 001 015 131 405 823 1172 2331 2849 3422 001 015 127 389 786 1125 2269 2764 3340 132 0 0 0 513 1038 1484 2996 3649 4409
DF 16 895 001 013 119 382 816 1194 2535 3106 3780 001 014 126 407 854 1252 2630 3235 3938 107 0 0 0 436 914 1340 2814 3462 4213
DF 17 972 001 015 131 446 955 1442 3133 3897 4790 001 015 128 428 912 1363 2933 3634 4452 87 0 0 0 372 794 1186 2552 3161 3873
GF 1 362 001 006 030 062 118 189 370 416 590 001 006 026 054 107 166 338 386 555 1949 0 0 0 0 0 0 0 0 0
GF 2 236 001 005 018 038 081 110 263 307 454 001 005 023 047 098 146 306 368 538 1619 0 0 0 0 0 0 0 0 0
GF 3 257 001 005 020 041 097 146 286 368 572 001 005 021 044 098 143 298 392 569 1344 0 0 0 0 0 0 0 0 0
GF 4 280 001 006 024 050 110 157 318 487 641 001 005 024 049 106 154 327 450 637 1117 0 0 0 0 0 0 0 0 0
GF 5 290 001 005 025 052 101 156 359 469 699 001 006 029 060 121 177 389 525 726 927 0 0 0 0 0 0 0 0 0
GF 6 368 001 007 038 079 157 212 483 621 806 001 007 035 076 146 216 482 640 863 770 0 0 0 0 0 0 0 0 6647
GF 7 410 001 008 042 094 167 275 589 792 1063 001 007 040 092 176 262 586 785 1052 640 0 0 0 0 0 0 0 5027 6731
GF 8 439 001 007 041 101 214 305 708 985 1290 001 007 046 110 206 299 671 903 1227 531 0 0 0 0 0 0 3561 4792 6514
GF 9 479 001 008 054 132 225 312 718 925 1370 001 008 054 135 246 342 746 993 1355 441 0 0 0 0 0 0 3289 4379 5975
GF 10 532 001 009 066 168 296 397 774 1041 1350 001 009 063 164 301 409 864 1133 1502 367 0 0 0 0 0 0 3171 4158 5511
GF 11 607 001 010 073 198 389 525 1111 1441 1834 001 009 067 184 353 482 1027 1317 1701 304 0 0 0 0 0 1464 3121 4004 5170
GF 12 613 001 007 063 186 368 511 1156 1431 1818 001 008 065 193 391 546 1193 1496 1932 247 0 0 0 0 0 1349 2947 3695 4772
GF 13 663 001 007 062 202 433 613 1318 1612 2166 001 007 060 195 424 614 1379 1722 2228 200 0 0 0 0 848 1228 2758 3444 4456
GF 14 728 001 006 056 199 474 723 1664 2097 2657 001 006 053 187 441 672 1584 2011 2569 163 0 0 0 0 719 1095 2582 3277 4188
GF 15 746 000 005 042 163 428 691 1767 2330 2917 001 006 045 169 435 699 1767 2283 2888 132 0 0 0 0 574 922 2332 3013 3812
GF 16 774 001 005 036 143 405 690 1867 2390 3016 001 005 040 154 426 718 1942 2544 3228 107 0 0 0 0 456 768 2078 2722 3454
GF 17 818 001 006 040 149 440 773 2228 2990 3844 001 006 039 149 430 747 2109 2799 3579 87 0 0 0 0 374 650 1835 2435 3114
Douglas-fir 571 001 014 087 220 406 565 1126 1388 1697
Grand Fir 506 001 007 043 121 265 399 940 1218 1593
00625 025 0375 025 00625 Plantation Dbh
6 8 11 14 17 19 25 28 31 Plantation Age Dbh and Height Growth for Period 11 to 17 (six years) Dbh and Height Growth for Period 19 to 25 (six years)
Species Arc Aveage Dbh 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 Dbh Inc Htt Inc Rdinc Rhinc Tpa CSI_11 DoH_11 Dbh Inc Htt Inc Rdinc Rhinc Tpa CSI_19 DoH_19
DF 1 405 100 193 315 397 463 520 651 712 772 097 187 299 371 430 480 610 685 740 131 1504 0562 0773 1949 337 1266 130 1637 0587 0889 1949 605 1013
DF 2 274 091 174 260 310 354 389 516 627 671 094 183 284 344 397 438 566 651 696 112 1591 0481 0818 1619 265 1211 127 1695 0576 0920 1619 446 0900
DF 3 305 094 181 280 327 374 409 540 624 656 093 184 283 338 387 423 543 623 661 104 1688 0445 0868 1344 219 1197 120 1748 0544 0949 1344 354 0835
DF 4 335 091 191 296 357 413 444 540 598 624 092 190 297 353 404 440 551 617 655 107 1768 0460 0909 1117 192 1235 112 1773 0505 0963 1117 309 0838
DF 5 354 091 196 314 372 422 462 573 620 675 091 198 316 376 429 469 578 638 686 113 1819 0485 0935 927 171 1297 109 1790 0493 0972 927 279 0872
DF 6 386 089 205 333 394 449 500 614 684 744 093 210 341 408 463 506 616 680 736 122 1848 0521 0949 770 156 1376 110 1808 0496 0982 770 256 0925
DF 7 449 098 229 377 459 516 554 662 740 803 096 223 372 450 507 550 657 722 775 134 1873 0575 0962 640 144 1469 108 1818 0488 0987 640 237 0990
DF 8 483 101 234 404 492 551 591 694 741 779 100 235 403 493 551 596 702 756 802 148 1894 0634 0973 531 132 1573 107 1829 0482 0993 531 220 1062
DF 9 520 105 243 430 529 587 640 742 781 819 102 243 434 538 600 648 760 805 846 166 1909 0712 0981 441 120 1686 112 1848 0508 1003 441 205 1148
DF 10 578 101 254 469 589 657 706 840 881 921 103 249 463 586 660 710 833 876 920 197 1938 0842 0996 367 109 1799 122 1858 0553 1009 367 194 1250
DF 11 645 105 252 495 643 736 786 914 965 1019 102 249 486 632 725 778 907 953 1003 238 1980 1020 1017 304 96 1897 129 1847 0585 1002 304 183 1361
DF 12 680 100 245 497 664 779 839 965 1006 1058 099 246 502 671 785 847 986 1033 1089 284 2011 1215 1033 247 81 1986 139 1828 0628 0992 247 167 1481
DF 13 748 094 242 519 712 848 919 1076 1127 1195 094 242 513 708 845 920 1080 1134 1193 332 2027 1423 1041 200 68 2069 160 1821 0724 0988 200 152 1616
DF 14 803 089 238 522 745 902 994 1184 1248 1302 090 239 520 742 905 996 1189 1254 1315 385 2034 1648 1045 163 56 2128 193 1830 0872 0994 163 139 1757
DF 15 877 087 237 525 781 978 1089 1318 1399 1462 088 236 521 767 956 1066 1297 1376 1441 435 2042 1863 1049 132 46 2163 231 1852 1046 1005 132 124 1886
DF 16 895 089 230 512 770 982 1109 1381 1469 1545 088 235 521 786 996 1125 1395 1485 1561 475 2057 2036 1057 107 37 2183 270 1876 1220 1018 107 109 1987
DF 17 972 089 238 528 818 1048 1199 1514 1622 1710 089 236 524 804 1027 1170 1468 1570 1653 503 2076 2156 1067 87 30 2188 299 1895 1352 1029 87 94 2049
GF 1 362 073 156 267 344 413 479 634 688 738 073 152 252 323 390 444 585 633 689 138 1532 0565 0753 1949 279 1233 141 873 0521 0388 1949 546 0943
GF 2 236 072 143 217 277 334 359 474 504 570 073 148 236 302 367 411 529 578 642 131 1711 0536 0841 1619 217 1197 118 1296 0438 0576 1619 411 0846
GF 3 257 074 144 224 285 357 401 486 541 627 072 147 232 294 361 401 502 564 631 129 1854 0528 0911 1344 177 1200 100 1595 0371 0708 1344 331 0802
GF 4 280 070 153 247 309 381 421 512 619 659 071 151 243 306 372 414 515 590 654 129 1901 0529 0934 1117 154 1247 100 1731 0372 0769 1117 287 0814
GF 5 290 070 152 250 313 366 415 535 596 677 071 158 263 329 394 439 552 625 689 131 1907 0538 0937 927 139 1308 113 1841 0419 0818 927 256 0850
GF 6 368 070 172 295 367 444 480 609 669 722 073 168 287 361 428 479 604 674 738 141 1936 0576 0951 770 128 1381 125 1960 0463 0871 770 238 0904
GF 7 410 079 180 315 397 456 532 658 738 806 076 174 310 395 467 524 658 737 803 157 1984 0645 0975 640 116 1478 134 2070 0496 0919 640 223 0972
GF 8 439 077 170 319 423 517 570 722 823 886 078 177 331 430 506 561 701 786 861 175 2013 0717 0990 531 103 1585 140 2166 0517 0962 531 203 1039
GF 9 479 081 181 357 468 531 579 724 795 907 081 183 356 471 549 599 736 820 900 193 2022 0789 0994 441 94 1684 137 2224 0506 0988 441 184 1107
GF 10 532 084 196 389 519 598 641 749 835 894 082 192 382 514 603 652 786 868 942 220 2040 0902 1002 367 85 1777 135 2253 0499 1001 367 172 1196
GF 11 607 084 204 411 564 683 738 889 974 1037 081 194 397 548 656 710 857 935 1002 259 2054 1062 1010 304 74 1870 146 2292 0542 1018 304 161 1308
GF 12 613 076 182 393 561 681 743 917 981 1045 077 189 397 569 699 764 929 1000 1072 302 2045 1236 1005 247 60 1954 165 2323 0611 1032 247 144 1433
GF 13 663 073 187 397 594 747 820 988 1048 1142 073 182 390 580 736 816 1004 1077 1155 346 2035 1418 1000 200 48 2013 188 2321 0694 1031 200 129 1560
GF 14 728 070 174 379 589 778 884 1106 1192 1267 069 174 374 577 760 863 1084 1171 1249 386 2031 1583 0998 163 37 2058 221 2315 0818 1028 163 113 1684
GF 15 746 061 161 349 557 766 893 1159 1275 1345 067 168 355 561 769 894 1158 1261 1336 414 2005 1695 0986 132 28 2115 263 2320 0975 1030 132 97 1804
GF 16 774 072 166 332 537 764 910 1210 1312 1387 069 168 343 546 772 918 1224 1341 1421 430 1966 1761 0966 107 22 2157 306 2319 1131 1030 107 81 1907
GF 17 818 072 174 343 540 786 955 1315 1460 1555 071 171 340 540 780 940 1279 1411 1500 439 1943 1798 0955 87 18 2155 339 2312 1256 1027 87 68 1969
Douglas-fir 571 095 222 416 550 650 715 866 932 986
Grand Fir 506 074 170 323 450 565 636 805 885 957
00625 025 0375 025 00625 Plantation Heights
6 8 11 14 17 19 25 28 31 Plantation Age
Species Arc Total Of Height 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 10m Site Smooth 10mReg Smooth Tpa CSI_14 DoH_14 10m Site Tinc 11-17 Tinc 19-25
DF 1 3428 919 1503 2439 3155 3884 4354 5961 6388 6914 916 1492 2416 3159 3920 4403 6041 6489 7000 704 725 98 95 1949 436 1140 867 1946 1842
DF 2 2793 908 1460 2346 3146 3969 4467 6141 6608 7078 912 1487 2406 3184 3997 4511 6206 6694 7201 754 764 92 91 1619 331 1049 867 1946 1842
DF 3 3178 912 1505 2443 3243 4120 4689 6519 7121 7638 903 1490 2423 3238 4111 4669 6417 6928 7466 844 804 84 88 1344 268 1009 867 1946 1842
DF 4 3421 890 1494 2450 3312 4241 4847 6568 7029 7625 890 1492 2452 3301 4221 4822 6595 7088 7690 809 825 89 87 1117 235 1031 867 1946 1842
DF 5 3530 870 1487 2482 3362 4328 4961 6767 7195 7907 877 1493 2481 3355 4300 4933 6723 7207 7871 835 839 88 87 927 211 1080 867 1946 1842
DF 6 3680 864 1490 2491 3377 4322 4999 6822 7358 8043 875 1502 2518 3416 4366 5012 6820 7336 8027 867 854 86 87 770 194 1147 867 1946 1842
DF 7 3959 890 1534 2592 3519 4460 5085 6888 7482 8182 880 1515 2561 3485 4434 5077 6894 7432 8130 863 860 88 88 640 182 1235 867 1946 1842
DF 8 4172 885 1520 2597 3561 4524 5157 6992 7487 8192 882 1522 2587 3531 4481 5123 6952 7474 8176 855 859 90 90 531 170 1333 867 1946 1842
DF 9 4222 874 1518 2590 3531 4467 5128 6954 7442 8144 882 1522 2594 3550 4503 5153 7001 7507 8213 852 862 91 90 441 159 1445 867 1946 1842
DF 10 4313 886 1530 2593 3559 4519 5173 7088 7606 8315 881 1517 2596 3564 4535 5187 7045 7554 8270 881 869 88 89 367 149 1569 867 1946 1842
DF 11 4483 887 1512 2620 3611 4622 5268 7084 7604 8335 870 1494 2587 3572 4566 5215 7062 7576 8313 870 872 89 89 304 136 1687 867 1946 1842
DF 12 4491 841 1448 2548 3548 4560 5207 7048 7556 8325 847 1454 2555 3553 4566 5214 7042 7558 8317 873 872 89 89 247 120 1802 867 1946 1842
DF 13 4502 820 1404 2511 3521 4543 5192 6988 7500 8293 823 1415 2516 3520 4543 5195 7016 7545 8311 867 876 88 87 200 105 1922 867 1946 1842
DF 14 4493 800 1386 2476 3482 4514 5175 7005 7565 8302 808 1388 2485 3487 4519 5177 7007 7562 8322 889 887 85 86 163 92 2037 867 1946 1842
DF 15 4525 804 1374 2482 3470 4513 5179 7030 7624 8385 800 1369 2456 3456 4498 5161 7013 7590 8349 905 900 83 84 132 78 2127 867 1946 1842
DF 16 4404 786 1328 2383 3382 4435 5089 6963 7543 8301 800 1368 2439 3445 4496 5168 7044 7633 8408 906 912 83 82 107 65 2187 867 1946 1842
DF 17 4570 814 1409 2464 3495 4552 5254 7160 7762 8577 806 1386 2445 3465 4521 5208 7103 7698 8496 929 922 81 82 87 55 2221 867 1946 1842
GF 1 2911 775 1300 2204 2733 3609 4312 4827 4600 5672 773 1285 2152 2686 3683 4375 5248 5156 6205 407 538 144 109 1949 370 1205 1003 2035 2251
GF 2 2551 775 1254 2030 2566 3807 4454 6129 6324 7320 765 1266 2095 2652 3805 4496 5793 5873 6904 818 701 71 82 1619 284 1142 1003 2035 2251
GF 3 2740 741 1244 2063 2658 4010 4753 6351 6592 7615 752 1251 2063 2668 3918 4622 6217 6437 7472 857 821 68 71 1344 229 1106 1003 2035 2251
GF 4 2895 750 1254 2060 2741 3957 4642 6366 6659 7732 740 1245 2074 2741 3975 4693 6424 6724 7764 853 867 70 69 1117 199 1112 1003 2035 2251
GF 5 2971 715 1221 2069 2786 3955 4737 6557 6918 7988 732 1249 2126 2859 4033 4757 6598 6964 7966 900 894 69 70 927 180 1139 1003 2035 2251
GF 6 3580 738 1288 2266 3069 4187 4820 6824 7271 8103 725 1254 2185 2984 4120 4861 6821 7250 8201 915 929 71 70 770 167 1187 1003 2035 2251
GF 7 3762 725 1255 2231 3125 4209 5088 7122 7604 8576 713 1244 2197 3048 4181 4944 7014 7488 8438 975 967 68 69 640 155 1268 1003 2035 2251
GF 8 3654 671 1184 2101 2951 4191 4920 7116 7628 8610 702 1234 2188 3074 4201 4954 7120 7621 8612 1019 990 66 68 531 143 1367 1003 2035 2251
GF 9 3977 711 1266 2234 3159 4178 4881 7170 7667 8717 705 1243 2213 3139 4234 4958 7182 7710 8730 982 995 70 69 441 133 1460 1003 2035 2251
GF 10 4336 722 1269 2273 3269 4335 5054 7232 7821 8858 712 1244 2242 3211 4282 4990 7243 7802 8816 991 1000 71 70 367 125 1552 1003 2035 2251
GF 11 4370 720 1223 2271 3269 4362 5058 7372 7955 8927 703 1212 2218 3203 4272 4974 7266 7845 8832 1020 1011 68 69 304 112 1659 1003 2035 2251
GF 12 4252 667 1147 2121 3099 4152 4842 7211 7788 8728 679 1163 2145 3121 4190 4892 7214 7802 8774 1021 1019 67 67 247 96 1776 1003 2035 2251
GF 13 4240 655 1116 2052 2998 4061 4772 7078 7683 8696 656 1120 2063 3028 4098 4811 7132 7728 8697 1020 1024 65 64 200 80 1876 1003 2035 2251
GF 14 4354 644 1102 2033 3010 4099 4844 7134 7735 8672 633 1074 1964 2924 3995 4720 7035 7641 8597 1029 1027 62 62 163 65 1944 1003 2035 2251
GF 15 4127 601 1003 1800 2759 3823 4540 6889 7512 8448 609 1026 1849 2793 3854 4581 6900 7509 8454 1035 1027 59 59 132 50 1997 1003 2035 2251
GF 16 4000 572 952 1701 2601 3636 4365 6677 7274 8217 600 1007 1773 2694 3739 4462 6781 7385 8337 1018 1022 58 57 107 39 2029 1003 2035 2251
GF 17 4050 623 1056 1787 2690 3725 4440 6749 7347 8324 609 1027 1766 2672 3709 4428 6740 7339 8305 1014 1017 57 57 87 32 2026 1003 2035 2251
Douglas-fir 4010 862 1465 2500 3428 4387 5013 6822 7345 8033
Grand Fir 3692 694 1184 2076 2911 4017 4737 6753 7199 8188
00625 025 0375 025 00625
6 8 11 14 17 19 25 28 31
Species Arc Total Of DoH 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31
DF 1 126 173 152 130 120 111 110 098 100 100 171 149 124 112 102 101 091 095 094
DF 2 116 167 143 112 094 083 080 075 085 085 171 146 119 103 092 090 082 087 086
DF 3 114 172 142 115 096 084 079 074 078 076 172 147 118 099 087 083 075 080 079
DF 4 116 176 153 122 103 089 083 073 075 072 176 151 122 101 088 083 074 077 075
DF 5 118 181 156 127 105 089 084 075 076 075 181 158 128 106 091 086 076 078 077
DF 6 123 185 165 135 110 095 090 079 082 081 184 166 136 113 097 091 080 082 080
DF 7 128 185 176 146 123 105 098 085 087 085 186 174 146 122 104 098 084 085 083
DF 8 130 187 182 156 131 112 104 088 087 083 190 182 157 132 113 105 089 089 086
DF 9 138 198 187 167 142 121 113 094 092 088 194 188 168 143 122 114 096 094 090
DF 10 147 196 197 183 157 133 123 105 102 097 198 194 179 156 133 124 104 102 097
DF 11 153 201 196 189 168 146 135 114 111 106 200 198 189 168 145 135 113 110 105
DF 12 159 203 202 197 177 157 145 121 117 111 203 202 197 179 158 147 124 120 114
DF 13 171 206 208 205 192 172 161 136 132 126 202 207 205 191 171 161 136 132 126
DF 14 180 199 213 213 204 184 174 150 145 137 200 211 211 203 185 175 151 146 138
DF 15 190 193 212 214 214 200 192 167 162 153 200 213 215 211 197 188 165 160 152
DF 16 199 212 217 219 218 206 200 177 173 164 203 213 216 217 205 199 177 172 164
DF 17 202 201 209 216 221 212 207 189 186 176 203 211 216 220 210 204 185 181 172
GF 1 134 182 155 127 121 107 103 125 146 125 184 153 123 114 100 094 107 122 107
GF 2 123 188 151 114 099 083 074 069 070 068 186 153 119 106 091 084 087 095 088
GF 3 120 186 152 115 098 082 077 069 073 074 189 155 119 102 086 080 074 079 076
GF 4 127 192 162 127 107 091 084 073 079 076 193 161 124 105 088 081 072 076 074
GF 5 126 199 168 130 107 087 080 072 074 074 199 168 131 109 091 084 074 077 076
GF 6 128 206 175 135 116 099 091 079 079 078 204 176 139 115 096 090 078 079 078
GF 7 130 202 182 153 122 099 095 081 083 081 209 183 151 124 103 096 082 084 082
GF 8 143 223 195 163 134 113 105 088 092 089 212 191 162 134 111 103 086 088 087
GF 9 140 208 193 170 145 118 108 089 090 092 213 197 171 145 120 109 090 091 090
GF 10 143 213 203 180 155 128 115 091 091 088 214 204 180 155 130 118 095 096 093
GF 11 154 217 215 189 166 143 131 105 106 101 218 213 188 167 142 129 103 103 099
GF 12 160 224 221 196 177 152 139 111 109 103 224 221 196 179 155 142 113 111 106
GF 13 173 233 230 206 196 172 157 123 119 114 227 226 202 189 167 155 124 121 115
GF 14 175 225 225 201 192 177 167 136 134 126 228 229 207 196 178 168 137 134 126
GF 15 186 226 234 215 202 188 181 151 149 139 229 231 212 200 188 180 149 148 138
GF 16 194 238 236 220 207 200 194 161 160 148 229 231 216 202 195 190 160 160 149
GF 17 195 223 224 216 198 197 196 172 173 163 227 228 217 201 198 195 168 168 158
Douglas-fir 148 190 183 167 151 135 128 112 111 107
Grand Fir 150 211 195 168 150 132 123 106 107 102
00625 025 0375 025 00625
Species Plot AvgDbh 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 1260 713 1010 723 740 745 800 1043 797 975 1275 1267 1230 1415 1695 1558 1900 1940
DF 6 1123 796 580 599 603 699 707 849 761 780 986 997 1061 1197 1294 1463 1538 1801
DF 7 1045 678 523 638 601 610 666 708 719 759 858 929 970 1111 1293 1446 1589 1764
DF 8 1138 829 667 658 611 686 838 893 763 889 867 1082 1160 1242 1337 1451 1533 1650
DF 9 1109 734 710 692 750 666 683 735 877 821 905 1041 1000 1193 1194 1446 1461 1579
DF 10 1215 1210 7 770 660 68 1240 460 900 843 1058 1058 1180 1203 1448 1625 1573 1837
GF 5 1006 642 480 435 750 1000 777 875 666 898 770 1204 1047 1120 1597 1332 1248 1189
GF 6 1163 570 455 430 65 540 890 862 1020 845 915 1066 1046 1210 1354 1370 1410 1872
GF 7 1084 785 755 765 480 720 672 681 955 660 1044 1186 1049 1273 1254 1166 1535 1546
GF 8 1096 702 545 540 600 7 810 1200 907 997 960 1010 1001 1020 1114 1473 1305 1409
GF 9 1144 828 56 64 640 603 753 816 1200 1187 828 926 1276 1159 1172 1316 1394 1650
GF 10 1046 990 56 1020 763 660 475 780 832 942 840 859 930 978 1310 1422 1293 1706
Douglas-fir 1148 827 698 680 661 681 822 781 803 845 992 1062 1100 1227 1377 1498 1599 1762
Grand Fir 1090 753 559 638 647 704 730 869 930 921 893 1042 1058 1127 1300 1347 1364 1562
Smooth DF 866 731 689 683 718 765 795 821 881 967 1051 1133 1239 1366 1493 1611 1705
Smooth GF 782 645 632 659 702 765 842 898 921 950 1006 1076 1161 1257 1339 1418 1499
00625 025 0375 025 00625
Species Plot AvgHtt 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 8492 7249 8102 7867 8482 8276 8333 8853 8332 8620 8758 8546 8666 9017 8783 8162 8491 9162
DF 6 8418 7176 6991 7770 7592 8228 8415 8545 8642 8351 8648 8383 8569 8543 8570 8602 8266 8894
DF 7 7979 6518 6735 7240 7383 7471 7829 7964 8025 7950 8363 8284 7948 7854 8171 8204 8289 8396
DF 8 8151 7094 6830 7782 7796 8065 8360 8513 7938 8006 7951 8255 8579 8278 8302 8171 8051 8409
DF 9 8099 6573 7046 7494 7465 7549 7452 7565 8073 8074 8142 8357 8182 8305 7976 8460 8500 8452
DF 10 8533 7947 71 8151 8216 79 8837 6681 8416 8389 8785 8542 8274 8768 8735 9200 8393 8635
GF 5 7439 4680 6710 7251 7159 7981 7158 7799 7025 7533 7480 8425 8049 8212 8464 7989 7514 7343
GF 6 8991 4564 7235 7825 77 7827 9204 9036 9532 9210 9358 9372 9191 9221 9375 8529 8463 9191
GF 7 8425 5219 7669 8175 7956 8481 8156 8386 9040 8336 9449 9447 8898 9136 8292 7861 8493 8057
GF 8 8229 6388 7360 7746 8315 80 8508 9580 8965 8961 8938 8719 8347 7946 8103 8729 8002 7908
GF 9 8423 7182 72 76 7699 7686 8146 8340 9388 8777 8485 8346 8890 8698 8256 8648 8456 8607
GF 10 8681 4644 72 6885 7587 8017 7156 8724 8775 9394 9109 8776 8702 8605 9408 8980 7944 8986
Douglas-fir 8279 7093 7134 7717 7822 7915 8204 8020 8238 8232 8441 8394 8370 8461 8423 8467 8332 8658
Grand Fir 8365 5446 7229 7580 7736 7999 8055 8644 8787 8702 8803 8848 8679 8636 8650 8456 8145 8349
Smooth DF 7439 7310 7571 7800 7958 8064 8127 8192 8283 8360 8394 8406 8425 8434 8434 8473 8564
Smooth GF 6755 6791 7424 7751 7961 8214 8496 8685 8754 8780 8772 8717 8652 8568 8431 8318 8305
00625 025 0375 025 00625
Species Plot Total Of DoH 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 128 087 110 080 077 079 083 103 084 099 128 127 125 137 169 167 203 185
DF 6 116 099 073 068 070 076 074 087 077 082 100 103 108 122 131 149 163 178
DF 7 114 094 070 078 072 072 075 078 078 083 089 098 107 125 139 156 170 184
DF 8 122 104 086 075 069 073 087 091 084 097 096 114 117 131 141 156 170 177
DF 9 119 101 088 081 089 078 080 085 096 089 098 109 107 126 131 150 151 165
DF 10 124 133 086 083 071 076 123 062 094 088 106 108 125 121 144 155 164 186
GF 5 119 137 064 054 093 111 095 097 084 106 091 125 109 118 170 145 146 144
GF 6 112 115 056 049 074 061 084 082 094 080 085 099 099 114 123 141 148 178
GF 7 113 139 084 083 053 073 072 070 091 069 096 109 101 121 132 131 157 169
GF 8 116 103 065 062 061 077 084 110 087 096 094 099 105 112 119 148 145 153
GF 9 117 100 067 076 074 069 081 086 110 122 085 098 125 117 120 130 143 168
GF 10 106 197 067 132 090 072 059 078 083 088 081 086 092 100 122 138 143 167
Douglas-fir 121 103 086 078 075 076 087 084 086 090 103 110 115 127 143 155 170 179
Grand Fir 114 132 067 076 074 077 079 087 091 093 089 103 105 114 131 139 147 163
Smooth DF 1015 0884 0804 0771 0790 0827 0851 0875 0929 1010 1092 1176 1286 1419 1557 1676 1755
Smooth GF 1078 0900 0769 0752 0774 0810 0858 0898 0918 0945 0998 1072 1168 1280 1389 1490 1575
Spoke Arc Tree Xpt Ypt
0 1 1 2300 2729
0 2 2 2300 2770
0 3 3 2300 2816
0 4 4 2300 2866
0 5 5 2300 2921
0 6 6 2300 2982
0 7 7 2300 3048
0 8 8 2300 3121
0 9 9 2300 3201
0 10 10 2300 3288
0 11 11 2300 3384
0 12 12 2300 3504
0 13 13 2300 3637
0 14 14 2300 3784
0 15 15 2299 3948
0 16 16 2299 4130
0 17 17 2299 4331
0 18 18 2299 4556
1 1 101 2356 2725
1 2 102 2361 2766
1 3 103 2367 2812
1 4 104 2374 2861
1 5 105 2381 2916
1 6 106 2389 2976
1 7 107 2397 3042
1 8 108 2407 3114
1 9 109 2417 3193
1 10 110 2429 3280
1 11 111 2441 3375
1 12 112 2457 3494
1 13 113 2474 3625
1 14 114 2493 3771
1 15 115 2515 3934
1 16 116 2538 4114
1 17 117 2565 4314
1 18 118 2594 4536
2 1 201 2411 2714
2 2 202 2422 2754
2 3 203 2433 2798
2 4 204 2446 2847
2 5 205 2461 2900
2 6 206 2476 2958
2 7 207 2493 3023
2 8 208 2512 3093
2 9 209 2533 3170
2 10 210 2555 3255
2 11 211 2580 3347
2 12 212 2611 3463
2 13 213 2646 3591
2 14 214 2684 3734
2 15 215 2726 3892
2 16 216 2773 4067
2 17 217 2825 4262
2 18 218 2883 4479
3 1 301 2464 2696
3 2 302 2480 2734
3 3 303 2497 2777
3 4 304 2517 2823
3 5 305 2538 2874
3 6 306 2561 2930
3 7 307 2586 2991
3 8 308 2614 3058
3 9 309 2644 3132
3 10 310 2678 3213
3 11 311 2715 3302
3 12 312 2760 3412
3 13 313 2811 3535
3 14 314 2868 3671
3 15 315 2930 3823
3 16 316 3000 3990
3 17 317 3077 4177
3 18 318 3163 4384
4 1 401 2514 2671
4 2 402 2535 2707
4 3 403 2558 2747
4 4 404 2583 2790
4 5 405 2610 2838
4 6 406 2641 2890
4 7 407 2674 2948
4 8 408 2710 3011
4 9 409 2750 3080
4 10 410 2794 3156
4 11 411 2842 3239
4 12 412 2902 3343
4 13 413 2968 3458
4 14 414 3042 3585
4 15 415 3124 3727
4 16 416 3214 3885
4 17 417 3315 4059
4 18 418 3427 4254
5 1 501 2561 2640
5 2 502 2586 2673
5 3 503 2614 2709
5 4 504 2645 2749
5 5 505 2678 2793
5 6 506 2715 2841
5 7 507 2755 2893
5 8 508 2799 2951
5 9 509 2848 3015
5 10 510 2901 3084
5 11 511 2960 3160
5 12 512 3033 3255
5 13 513 3113 3361
5 14 514 3203 3478
5 15 515 3303 3607
5 16 516 3414 3752
5 17 517 3536 3912
5 18 518 3673 4090
6 1 601 2603 2603
6 2 602 2632 2633
6 3 603 2665 2665
6 4 604 2700 2700
6 5 605 2739 2739
6 6 606 2782 2782
6 7 607 2829 2829
6 8 608 2880 2880
6 9 609 2937 2937
6 10 610 2999 2999
6 11 611 3067 3067
6 12 612 3151 3151
6 13 613 3245 3245
6 14 614 3349 3350
6 15 615 3465 3465
6 16 616 3594 3594
6 17 617 3736 3737
6 18 618 3895 3895
7 1 701 2640 2561
7 2 702 2673 2586
7 3 703 2709 2614
7 4 704 2749 2645
7 5 705 2793 2678
7 6 706 2841 2715
7 7 707 2893 2755
7 8 708 2951 2800
7 9 709 3014 2848
7 10 710 3084 2902
7 11 711 3160 2960
7 12 712 3255 3033
7 13 713 3360 3114
7 14 714 3477 3204
7 15 715 3607 3303
7 16 716 3751 3414
7 17 717 3911 3537
7 18 718 4089 3673
8 1 801 2671 2514
8 2 802 2707 2535
8 3 803 2747 2558
8 4 804 2790 2583
8 5 805 2838 2611
8 6 806 2890 2641
8 7 807 2948 2674
8 8 808 3011 2710
8 9 809 3080 2750
8 10 810 3156 2794
8 11 811 3239 2842
8 12 812 3342 2902
8 13 813 3457 2968
8 14 814 3585 3042
8 15 815 3727 3124
8 16 816 3884 3215
8 17 817 4059 3316
8 18 818 4253 3428
9 1 901 2696 2464
9 2 902 2734 2480
9 3 903 2777 2497
9 4 904 2823 2517
9 5 905 2874 2538
9 6 906 2930 2561
9 7 907 2991 2586
9 8 908 3058 2614
9 9 909 3132 2645
9 10 910 3213 2678
9 11 911 3302 2715
9 12 912 3412 2761
9 13 913 3535 2812
9 14 914 3671 2868
9 15 915 3822 2931
9 16 916 3990 3000
9 17 917 4177 3078
9 18 918 4384 3163
10 1 1001 2714 2411
10 2 1002 2754 2422
10 3 1003 2798 2434
10 4 1004 2847 2447
10 5 1005 2900 2461
10 6 1006 2958 2476
10 7 1007 3022 2494
10 8 1008 3093 2512
10 9 1009 3170 2533
10 10 1010 3254 2556
10 11 1011 3347 2581
10 12 1012 3463 2612
10 13 1013 3591 2646
10 14 1014 3733 2684
10 15 1015 3892 2727
10 16 1016 4067 2774
10 17 1017 4262 2826
10 18 1018 4479 2884
11 1 1101 2725 2356
11 2 1102 2766 2361
11 3 1103 2812 2367
11 4 1104 2861 2374
11 5 1105 2916 2381
11 6 1106 2976 2389
11 7 1107 3042 2398
11 8 1108 3114 2407
11 9 1109 3193 2418
11 10 1110 3280 2429
11 11 1111 3375 2442
11 12 1112 3494 2457
11 13 1113 3625 2474
11 14 1114 3771 2494
11 15 1115 3934 2515
11 16 1116 4114 2539
11 17 1117 4314 2565
11 18 1118 4536 2594
12 1 1201 2729 2300
12 2 1202 2770 2300
12 3 1203 2816 2300
12 4 1204 2866 2300
12 5 1205 2921 2300
12 6 1206 2982 2300
12 7 1207 3048 2300
12 8 1208 3121 2300
12 9 1209 3201 2300
12 10 1210 3288 2300
12 11 1211 3384 2300
12 12 1212 3504 2300
12 13 1213 3637 2300
12 14 1214 3784 2300
12 15 1215 3948 2300
12 16 1216 4130 2300
12 17 1217 4331 2300
12 18 1218 4556 2300
13 1 1301 2725 2244
13 2 1302 2766 2239
13 3 1303 2812 2233
13 4 1304 2861 2226
13 5 1305 2916 2219
13 6 1306 2976 2211
13 7 1307 3042 2202
13 8 1308 3114 2193
13 9 1309 3193 2182
13 10 1310 3280 2171
13 11 1311 3375 2158
13 12 1312 3494 2143
13 13 1313 3625 2126
13 14 1314 3771 2106
13 15 1315 3934 2085
13 16 1316 4114 2061
13 17 1317 4314 2035
13 18 1318 4536 2006
14 1 1401 2714 2189
14 2 1402 2754 2178
14 3 1403 2798 2166
14 4 1404 2847 2153
14 5 1405 2900 2139
14 6 1406 2958 2124
14 7 1407 3022 2106
14 8 1408 3093 2088
14 9 1409 3170 2067
14 10 1410 3254 2044
14 11 1411 3347 2019
14 12 1412 3463 1988
14 13 1413 3591 1954
14 14 1414 3733 1916
14 15 1415 3892 1873
14 16 1416 4067 1826
14 17 1417 4262 1774
14 18 1418 4479 1716
15 1 1501 2696 2136
15 2 1502 2734 2120
15 3 1503 2777 2103
15 4 1504 2823 2083
15 5 1505 2874 2062
15 6 1506 2930 2039
15 7 1507 2991 2014
15 8 1508 3058 1986
15 9 1509 3132 1955
15 10 1510 3213 1922
15 11 1511 3302 1885
15 12 1512 3412 1839
15 13 1513 3535 1788
15 14 1514 3671 1732
15 15 1515 3822 1669
15 16 1516 3990 1600
15 17 1517 4177 1522
15 18 1518 4384 1437
16 1 1601 2671 2086
16 2 1602 2707 2065
16 3 1603 2747 2042
16 4 1604 2790 2017
16 5 1605 2838 1989
16 6 1606 2890 1959
16 7 1607 2948 1926
16 8 1608 3011 1890
16 9 1609 3080 1850
16 10 1610 3156 1806
16 11 1611 3239 1758
16 12 1612 3342 1698
16 13 1613 3457 1632
16 14 1614 3585 1558
16 15 1615 3727 1476
16 16 1616 3884 1385
16 17 1617 4059 1284
16 18 1618 4253 1172
17 1 1701 2640 2039
17 2 1702 2673 2014
17 3 1703 2709 1986
17 4 1704 2749 1955
17 5 1705 2793 1922
17 6 1706 2841 1885
17 7 1707 2893 1845
17 8 1708 2951 1800
17 9 1709 3014 1752
17 10 1710 3084 1698
17 11 1711 3160 1640
17 12 1712 3255 1567
17 13 1713 3360 1486
17 14 1714 3477 1396
17 15 1715 3607 1297
17 16 1716 3751 1186
17 17 1717 3911 1063
17 18 1718 4089 927
18 1 1801 2603 1997
18 2 1802 2632 1967
18 3 1803 2665 1935
18 4 1804 2700 1900
18 5 1805 2739 1861
18 6 1806 2782 1818
18 7 1807 2829 1771
18 8 1808 2880 1720
18 9 1809 2937 1663
18 10 1810 2999 1601
18 11 1811 3067 1533
18 12 1812 3151 1449
18 13 1813 3245 1355
18 14 1814 3349 1250
18 15 1815 3465 1135
18 16 1816 3594 1006
18 17 1817 3736 863
18 18 1818 3895 705
19 1 1901 2561 1960
19 2 1902 2586 1927
19 3 1903 2614 1891
19 4 1904 2645 1851
19 5 1905 2678 1807
19 6 1906 2715 1759
19 7 1907 2755 1707
19 8 1908 2799 1649
19 9 1909 2848 1585
19 10 1910 2901 1516
19 11 1911 2960 1440
19 12 1912 3033 1345
19 13 1913 3113 1239
19 14 1914 3203 1122
19 15 1915 3303 993
19 16 1916 3414 848
19 17 1917 3536 688
19 18 1918 3673 510
20 1 2001 2514 1929
20 2 2002 2535 1893
20 3 2003 2558 1853
20 4 2004 2583 1810
20 5 2005 2610 1762
20 6 2006 2641 1710
20 7 2007 2674 1652
20 8 2008 2710 1589
20 9 2009 2750 1520
20 10 2010 2794 1444
20 11 2011 2842 1361
20 12 2012 2902 1257
20 13 2013 2968 1142
20 14 2014 3042 1015
20 15 2015 3124 873
20 16 2016 3214 715
20 17 2017 3315 541
20 18 2018 3427 346
21 1 2101 2464 1904
21 2 2102 2480 1866
21 3 2103 2497 1823
21 4 2104 2517 1777
21 5 2105 2538 1726
21 6 2106 2561 1670
21 7 2107 2586 1609
21 8 2108 2614 1542
21 9 2109 2644 1468
21 10 2110 2678 1387
21 11 2111 2715 1298
21 12 2112 2760 1188
21 13 2113 2811 1065
21 14 2114 2868 929
21 15 2115 2930 777
21 16 2116 3000 610
21 17 2117 3077 423
21 18 2118 3163 216
22 1 2201 2411 1886
22 2 2202 2422 1846
22 3 2203 2433 1802
22 4 2204 2446 1753
22 5 2205 2461 1700
22 6 2206 2476 1642
22 7 2207 2493 1577
22 8 2208 2512 1507
22 9 2209 2533 1430
22 10 2210 2555 1345
22 11 2211 2580 1253
22 12 2212 2611 1137
22 13 2213 2646 1009
22 14 2214 2684 866
22 15 2215 2726 708
22 16 2216 2773 533
22 17 2217 2825 338
22 18 2218 2883 121
23 1 2301 2356 1875
23 2 2302 2361 1834
23 3 2303 2367 1788
23 4 2304 2374 1739
23 5 2305 2381 1684
23 6 2306 2389 1624
23 7 2307 2397 1558
23 8 2308 2407 1486
23 9 2309 2417 1407
23 10 2310 2429 1320
23 11 2311 2441 1225
23 12 2312 2457 1106
23 13 2313 2474 975
23 14 2314 2493 829
23 15 2315 2515 666
23 16 2316 2538 486
23 17 2317 2565 286
23 18 2318 2594 64
24 1 2401 2300 1871
24 2 2402 2300 1830
24 3 2403 2300 1784
24 4 2404 2300 1734
24 5 2405 2300 1679
24 6 2406 2300 1618
24 7 2407 2300 1552
24 8 2408 2300 1479
24 9 2409 2300 1399
24 10 2410 2300 1312
24 11 2411 2300 1216
24 12 2412 2300 1096
24 13 2413 2300 963
24 14 2414 2300 816
24 15 2415 2299 652
24 16 2416 2299 470
24 17 2417 2299 269
24 18 2418 2299 44
25 1 2501 2244 1875
25 2 2502 2239 1834
25 3 2503 2233 1788
25 4 2504 2226 1739
25 5 2505 2219 1684
25 6 2506 2211 1624
25 7 2507 2203 1558
25 8 2508 2193 1486
25 9 2509 2183 1407
25 10 2510 2171 1320
25 11 2511 2159 1225
25 12 2512 2143 1106
25 13 2513 2126 975
25 14 2514 2107 829
25 15 2515 2085 666
25 16 2516 2062 486
25 17 2517 2035 286
25 18 2518 2006 64
26 1 2601 2189 1886
26 2 2602 2178 1846
26 3 2603 2167 1802
26 4 2604 2154 1753
26 5 2605 2139 1700
26 6 2606 2124 1642
26 7 2607 2107 1577
26 8 2608 2088 1507
26 9 2609 2067 1430
26 10 2610 2045 1345
26 11 2611 2020 1253
26 12 2612 1989 1137
26 13 2613 1954 1009
26 14 2614 1916 866
26 15 2615 1874 708
26 16 2616 1827 533
26 17 2617 1775 338
26 18 2618 1717 121
27 1 2701 2136 1904
27 2 2702 2120 1866
27 3 2703 2103 1823
27 4 2704 2083 1777
27 5 2705 2062 1726
27 6 2706 2039 1670
27 7 2707 2014 1609
27 8 2708 1986 1542
27 9 2709 1956 1468
27 10 2710 1922 1387
27 11 2711 1885 1298
27 12 2712 1840 1188
27 13 2713 1789 1065
27 14 2714 1732 929
27 15 2715 1670 777
27 16 2716 1600 610
27 17 2717 1523 423
27 18 2718 1437 216
28 1 2801 2086 1929
28 2 2802 2065 1893
28 3 2803 2042 1853
28 4 2804 2017 1810
28 5 2805 1990 1762
28 6 2806 1959 1710
28 7 2807 1926 1652
28 8 2808 1890 1589
28 9 2809 1850 1520
28 10 2810 1806 1444
28 11 2811 1758 1361
28 12 2812 1698 1257
28 13 2813 1632 1142
28 14 2814 1558 1015
28 15 2815 1476 873
28 16 2816 1386 715
28 17 2817 1285 541
28 18 2818 1173 346
29 1 2901 2039 1960
29 2 2902 2014 1927
29 3 2903 1986 1891
29 4 2904 1955 1851
29 5 2905 1922 1807
29 6 2906 1885 1759
29 7 2907 1845 1707
29 8 2908 1801 1649
29 9 2909 1752 1585
29 10 2910 1699 1516
29 11 2911 1640 1440
29 12 2912 1567 1345
29 13 2913 1487 1239
29 14 2914 1397 1122
29 15 2915 1297 993
29 16 2916 1186 848
29 17 2917 1064 688
29 18 2918 927 510
30 1 3001 1997 1997
30 2 3002 1968 1967
30 3 3003 1935 1935
30 4 3004 1900 1900
30 5 3005 1861 1861
30 6 3006 1818 1818
30 7 3007 1771 1771
30 8 3008 1720 1720
30 9 3009 1663 1663
30 10 3010 1601 1601
30 11 3011 1533 1533
30 12 3012 1449 1449
30 13 3013 1355 1355
30 14 3014 1251 1250
30 15 3015 1135 1135
30 16 3016 1006 1006
30 17 3017 864 863
30 18 3018 705 705
31 1 3101 1960 2039
31 2 3102 1927 2014
31 3 3103 1891 1986
31 4 3104 1851 1955
31 5 3105 1807 1922
31 6 3106 1759 1885
31 7 3107 1707 1845
31 8 3108 1649 1800
31 9 3109 1586 1752
31 10 3110 1516 1698
31 11 3111 1440 1640
31 12 3112 1345 1567
31 13 3113 1240 1486
31 14 3114 1123 1396
31 15 3115 993 1297
31 16 3116 849 1186
31 17 3117 689 1063
31 18 3118 511 927
32 1 3201 1929 2086
32 2 3202 1893 2065
32 3 3203 1853 2042
32 4 3204 1810 2017
32 5 3205 1762 1989
32 6 3206 1710 1959
32 7 3207 1652 1926
32 8 3208 1589 1890
32 9 3209 1520 1850
32 10 3210 1444 1806
32 11 3211 1361 1758
32 12 3212 1258 1698
32 13 3213 1143 1632
32 14 3214 1015 1558
32 15 3215 873 1476
32 16 3216 716 1385
32 17 3217 541 1284
32 18 3218 347 1172
33 1 3301 1904 2136
33 2 3302 1866 2120
33 3 3303 1823 2103
33 4 3304 1777 2083
33 5 3305 1726 2062
33 6 3306 1670 2039
33 7 3307 1609 2014
33 8 3308 1542 1986
33 9 3309 1468 1955
33 10 3310 1387 1922
33 11 3311 1298 1885
33 12 3312 1188 1839
33 13 3313 1065 1788
33 14 3314 929 1732
33 15 3315 778 1669
33 16 3316 610 1600
33 17 3317 423 1522
33 18 3318 216 1437
34 1 3401 1886 2189
34 2 3402 1846 2178
34 3 3403 1802 2166
34 4 3404 1753 2153
34 5 3405 1700 2139
34 6 3406 1642 2124
34 7 3407 1578 2106
34 8 3408 1507 2088
34 9 3409 1430 2067
34 10 3410 1346 2044
34 11 3411 1253 2019
34 12 3412 1137 1988
34 13 3413 1009 1954
34 14 3414 867 1916
34 15 3415 708 1873
34 16 3416 533 1826
34 17 3417 338 1774
34 18 3418 121 1716
35 1 3501 1875 2244
35 2 3502 1834 2239
35 3 3503 1788 2233
35 4 3504 1739 2226
35 5 3505 1684 2219
35 6 3506 1624 2211
35 7 3507 1558 2202
35 8 3508 1486 2193
35 9 3509 1407 2182
35 10 3510 1320 2171
35 11 3511 1225 2158
35 12 3512 1106 2143
35 13 3513 975 2126
35 14 3514 829 2106
35 15 3515 666 2085
35 16 3516 486 2061
35 17 3517 286 2035
35 18 3518 64 2006
36 1 3601 1871 2300
36 2 3602 1830 2300
36 3 3603 1784 2300
36 4 3604 1734 2300
36 5 3605 1679 2300
36 6 3606 1618 2300
36 7 3607 1552 2300
36 8 3608 1479 2300
36 9 3609 1399 2300
36 10 3610 1312 2300
36 11 3611 1216 2300
36 12 3612 1096 2300
36 13 3613 963 2300
36 14 3614 816 2300
36 15 3615 652 2300
36 16 3616 470 2300
36 17 3617 269 2300
36 18 3618 44 2300
37 1 3701 1875 2356
37 2 3702 1834 2361
37 3 3703 1788 2367
37 4 3704 1739 2374
37 5 3705 1684 2381
37 6 3706 1624 2389
37 7 3707 1558 2398
37 8 3708 1486 2407
37 9 3709 1407 2418
37 10 3710 1320 2429
37 11 3711 1225 2442
37 12 3712 1106 2457
37 13 3713 975 2474
37 14 3714 829 2494
37 15 3715 666 2515
37 16 3716 486 2539
37 17 3717 286 2565
37 18 3718 64 2594
38 1 3801 1886 2411
38 2 3802 1846 2422
38 3 3803 1802 2434
38 4 3804 1753 2447
38 5 3805 1700 2461
38 6 3806 1642 2476
38 7 3807 1578 2494
38 8 3808 1507 2512
38 9 3809 1430 2533
38 10 3810 1346 2556
38 11 3811 1253 2581
38 12 3812 1137 2612
38 13 3813 1009 2646
38 14 3814 867 2684
38 15 3815 708 2727
38 16 3816 533 2774
38 17 3817 338 2826
38 18 3818 121 2884
39 1 3901 1904 2464
39 2 3902 1866 2480
39 3 3903 1823 2497
39 4 3904 1777 2517
39 5 3905 1726 2538
39 6 3906 1670 2561
39 7 3907 1609 2586
39 8 3908 1542 2614
39 9 3909 1468 2645
39 10 3910 1387 2678
39 11 3911 1298 2715
39 12 3912 1188 2761
39 13 3913 1065 2812
39 14 3914 929 2868
39 15 3915 778 2931
39 16 3916 610 3000
39 17 3917 423 3078
39 18 3918 216 3163
40 1 4001 1929 2514
40 2 4002 1893 2535
40 3 4003 1853 2558
40 4 4004 1810 2583
40 5 4005 1762 2611
40 6 4006 1710 2641
40 7 4007 1652 2674
40 8 4008 1589 2710
40 9 4009 1520 2750
40 10 4010 1444 2794
40 11 4011 1361 2842
40 12 4012 1258 2902
40 13 4013 1143 2968
40 14 4014 1015 3042
40 15 4015 873 3124
40 16 4016 716 3215
40 17 4017 541 3316
40 18 4018 347 3428
41 1 4101 1960 2561
41 2 4102 1927 2586
41 3 4103 1891 2614
41 4 4104 1851 2645
41 5 4105 1807 2678
41 6 4106 1759 2715
41 7 4107 1707 2755
41 8 4108 1649 2800
41 9 4109 1586 2848
41 10 4110 1516 2902
41 11 4111 1440 2960
41 12 4112 1345 3033
41 13 4113 1240 3114
41 14 4114 1123 3204
41 15 4115 993 3303
41 16 4116 849 3414
41 17 4117 689 3537
41 18 4118 511 3673
42 1 4201 1997 2603
42 2 4202 1968 2633
42 3 4203 1935 2665
42 4 4204 1900 2700
42 5 4205 1861 2739
42 6 4206 1818 2782
42 7 4207 1771 2829
42 8 4208 1720 2880
42 9 4209 1663 2937
42 10 4210 1601 2999
42 11 4211 1533 3067
42 12 4212 1449 3151
42 13 4213 1355 3245
42 14 4214 1251 3350
42 15 4215 1135 3465
42 16 4216 1006 3594
42 17 4217 864 3737
42 18 4218 705 3895
43 1 4301 2039 2640
43 2 4302 2014 2673
43 3 4303 1986 2709
43 4 4304 1955 2749
43 5 4305 1922 2793
43 6 4306 1885 2841
43 7 4307 1845 2893
43 8 4308 1801 2951
43 9 4309 1752 3015
43 10 4310 1699 3084
43 11 4311 1640 3160
43 12 4312 1567 3255
43 13 4313 1487 3361
43 14 4314 1397 3478
43 15 4315 1297 3607
43 16 4316 1186 3752
43 17 4317 1064 3912
43 18 4318 927 4090
44 1 4401 2086 2671
44 2 4402 2065 2707
44 3 4403 2042 2747
44 4 4404 2017 2790
44 5 4405 1990 2838
44 6 4406 1959 2890
44 7 4407 1926 2948
44 8 4408 1890 3011
44 9 4409 1850 3080
44 10 4410 1806 3156
44 11 4411 1758 3239
44 12 4412 1698 3343
44 13 4413 1632 3458
44 14 4414 1558 3585
44 15 4415 1476 3727
44 16 4416 1386 3885
44 17 4417 1285 4059
44 18 4418 1173 4254
45 1 4501 2136 2696
45 2 4502 2120 2734
45 3 4503 2103 2777
45 4 4504 2083 2823
45 5 4505 2062 2874
45 6 4506 2039 2930
45 7 4507 2014 2991
45 8 4508 1986 3058
45 9 4509 1956 3132
45 10 4510 1922 3213
45 11 4511 1885 3302
45 12 4512 1840 3412
45 13 4513 1789 3535
45 14 4514 1732 3671
45 15 4515 1670 3823
45 16 4516 1600 3990
45 17 4517 1523 4177
45 18 4518 1437 4384
46 1 4601 2189 2714
46 2 4602 2178 2754
46 3 4603 2167 2798
46 4 4604 2154 2847
46 5 4605 2139 2900
46 6 4606 2124 2958
46 7 4607 2107 3023
46 8 4608 2088 3093
46 9 4609 2067 3170
46 10 4610 2045 3255
46 11 4611 2020 3347
46 12 4612 1989 3463
46 13 4613 1954 3591
46 14 4614 1916 3734
46 15 4615 1874 3892
46 16 4616 1827 4067
46 17 4617 1775 4262
46 18 4618 1717 4479
47 1 4701 2244 2725
47 2 4702 2239 2766
47 3 4703 2233 2812
47 4 4704 2226 2861
47 5 4705 2219 2916
47 6 4706 2211 2976
47 7 4707 2203 3042
47 8 4708 2193 3114
47 9 4709 2183 3193
47 10 4710 2171 3280
47 11 4711 2159 3375
47 12 4712 2143 3494
47 13 4713 2126 3625
47 14 4714 2107 3771
47 15 4715 2085 3934
47 16 4716 2062 4114
47 17 4717 2035 4314
47 18 4718 2006 4536
48 1 4801 2300 2729
48 2 4802 2300 2770
48 3 4803 2300 2816
48 4 4804 2300 2866
48 5 4805 2300 2921
48 6 4806 2300 2982
48 7 4807 2300 3048
48 8 4808 2300 3121
48 9 4809 2300 3201
48 10 4810 2300 3288
48 11 4811 2300 3384
48 12 4812 2300 3504
48 13 4813 2300 3637
48 14 4814 2300 3784
48 15 4815 2299 3948
48 16 4816 2299 4130
48 17 4817 2299 4331
48 18 4818 2299 4556
Nelder Plot Designs
West East
Xpost Ypost Xpost Ypost
North 0 180 180 180
South 0 0 180 0
Xoffset 230
Yoffset 230
Treesacre 1949 1619 1344 1117 927 770 640 531 441 367 304 247 200 163 132 107 87 70
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Spoke Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Spoke Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt
0 000 2300 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2299 3948 2299 4130 2299 4331 2299 4556 0 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 0 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556
1 750 2356 2725 2361 2766 2367 2812 2374 2861 2381 2916 2389 2976 2397 3042 2407 3114 2417 3193 2429 3280 2441 3375 2457 3494 2474 3625 2493 3771 2515 3934 2538 4114 2565 4314 2594 4536 1 2356 2361 2367 2374 2381 2389 2397 2407 2417 2429 2441 2457 2474 2493 2515 2538 2565 2594 1 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536
2 1500 2411 2714 2422 2754 2433 2798 2446 2847 2461 2900 2476 2958 2493 3023 2512 3093 2533 3170 2555 3255 2580 3347 2611 3463 2646 3591 2684 3734 2726 3892 2773 4067 2825 4262 2883 4479 2 2411 2422 2433 2446 2461 2476 2493 2512 2533 2555 2580 2611 2646 2684 2726 2773 2825 2883 2 2714 2754 2798 2847 2900 2958 3023 3093 3170 3255 3347 3463 3591 3734 3892 4067 4262 4479
3 2250 2464 2696 2480 2734 2497 2777 2517 2823 2538 2874 2561 2930 2586 2991 2614 3058 2644 3132 2678 3213 2715 3302 2760 3412 2811 3535 2868 3671 2930 3823 3000 3990 3077 4177 3163 4384 3 2464 2480 2497 2517 2538 2561 2586 2614 2644 2678 2715 2760 2811 2868 2930 3000 3077 3163 3 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3823 3990 4177 4384
4 3001 2514 2671 2535 2707 2558 2747 2583 2790 2610 2838 2641 2890 2674 2948 2710 3011 2750 3080 2794 3156 2842 3239 2902 3343 2968 3458 3042 3585 3124 3727 3214 3885 3315 4059 3427 4254 4 2514 2535 2558 2583 2610 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3214 3315 3427 4 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3343 3458 3585 3727 3885 4059 4254
5 3751 2561 2640 2586 2673 2614 2709 2645 2749 2678 2793 2715 2841 2755 2893 2799 2951 2848 3015 2901 3084 2960 3160 3033 3255 3113 3361 3203 3478 3303 3607 3414 3752 3536 3912 3673 4090 5 2561 2586 2614 2645 2678 2715 2755 2799 2848 2901 2960 3033 3113 3203 3303 3414 3536 3673 5 2640 2673 2709 2749 2793 2841 2893 2951 3015 3084 3160 3255 3361 3478 3607 3752 3912 4090
6 4501 2603 2603 2632 2633 2665 2665 2700 2700 2739 2739 2782 2782 2829 2829 2880 2880 2937 2937 2999 2999 3067 3067 3151 3151 3245 3245 3349 3350 3465 3465 3594 3594 3736 3737 3895 3895 6 2603 2632 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3349 3465 3594 3736 3895 6 2603 2633 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3350 3465 3594 3737 3895
7 5251 2640 2561 2673 2586 2709 2614 2749 2645 2793 2678 2841 2715 2893 2755 2951 2800 3014 2848 3084 2902 3160 2960 3255 3033 3360 3114 3477 3204 3607 3303 3751 3414 3911 3537 4089 3673 7 2640 2673 2709 2749 2793 2841 2893 2951 3014 3084 3160 3255 3360 3477 3607 3751 3911 4089 7 2561 2586 2614 2645 2678 2715 2755 2800 2848 2902 2960 3033 3114 3204 3303 3414 3537 3673
8 6001 2671 2514 2707 2535 2747 2558 2790 2583 2838 2611 2890 2641 2948 2674 3011 2710 3080 2750 3156 2794 3239 2842 3342 2902 3457 2968 3585 3042 3727 3124 3884 3215 4059 3316 4253 3428 8 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3342 3457 3585 3727 3884 4059 4253 8 2514 2535 2558 2583 2611 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3215 3316 3428
9 6751 2696 2464 2734 2480 2777 2497 2823 2517 2874 2538 2930 2561 2991 2586 3058 2614 3132 2645 3213 2678 3302 2715 3412 2761 3535 2812 3671 2868 3822 2931 3990 3000 4177 3078 4384 3163 9 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3822 3990 4177 4384 9 2464 2480 2497 2517 2538 2561 2586 2614 2645 2678 2715 2761 2812 2868 2931 3000 3078 3163
10 7502 2714 2411 2754 2422 2798 2434 2847 2447 2900 2461 2958 2476 3022 2494 3093 2512 3170 2533 3254 2556 3347 2581 3463 2612 3591 2646 3733 2684 3892 2727 4067 2774 4262 2826 4479 2884 10 2714 2754 2798 2847 2900 2958 3022 3093 3170 3254 3347 3463 3591 3733 3892 4067 4262 4479 10 2411 2422 2434 2447 2461 2476 2494 2512 2533 2556 2581 2612 2646 2684 2727 2774 2826 2884
11 8252 2725 2356 2766 2361 2812 2367 2861 2374 2916 2381 2976 2389 3042 2398 3114 2407 3193 2418 3280 2429 3375 2442 3494 2457 3625 2474 3771 2494 3934 2515 4114 2539 4314 2565 4536 2594 11 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536 11 2356 2361 2367 2374 2381 2389 2398 2407 2418 2429 2442 2457 2474 2494 2515 2539 2565 2594
12 9002 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2300 3948 2300 4130 2300 4331 2300 4556 2300 12 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556 12 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300
13 9752 2725 2244 2766 2239 2812 2233 2861 2226 2916 2219 2976 2211 3042 2202 3114 2193 3193 2182 3280 2171 3375 2158 3494 2143 3625 2126 3771 2106 3934 2085 4114 2061 4314 2035 4536 2006 13 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536 13 2244 2239 2233 2226 2219 2211 2202 2193 2182 2171 2158 2143 2126 2106 2085 2061 2035 2006
14 10502 2714 2189 2754 2178 2798 2166 2847 2153 2900 2139 2958 2124 3022 2106 3093 2088 3170 2067 3254 2044 3347 2019 3463 1988 3591 1954 3733 1916 3892 1873 4067 1826 4262 1774 4479 1716 14 2714 2754 2798 2847 2900 2958 3022 3093 3170 3254 3347 3463 3591 3733 3892 4067 4262 4479 14 2189 2178 2166 2153 2139 2124 2106 2088 2067 2044 2019 1988 1954 1916 1873 1826 1774 1716
15 11252 2696 2136 2734 2120 2777 2103 2823 2083 2874 2062 2930 2039 2991 2014 3058 1986 3132 1955 3213 1922 3302 1885 3412 1839 3535 1788 3671 1732 3822 1669 3990 1600 4177 1522 4384 1437 15 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3822 3990 4177 4384 15 2136 2120 2103 2083 2062 2039 2014 1986 1955 1922 1885 1839 1788 1732 1669 1600 1522 1437
16 12002 2671 2086 2707 2065 2747 2042 2790 2017 2838 1989 2890 1959 2948 1926 3011 1890 3080 1850 3156 1806 3239 1758 3342 1698 3457 1632 3585 1558 3727 1476 3884 1385 4059 1284 4253 1172 16 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3342 3457 3585 3727 3884 4059 4253 16 2086 2065 2042 2017 1989 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1385 1284 1172
17 12753 2640 2039 2673 2014 2709 1986 2749 1955 2793 1922 2841 1885 2893 1845 2951 1800 3014 1752 3084 1698 3160 1640 3255 1567 3360 1486 3477 1396 3607 1297 3751 1186 3911 1063 4089 927 17 2640 2673 2709 2749 2793 2841 2893 2951 3014 3084 3160 3255 3360 3477 3607 3751 3911 4089 17 2039 2014 1986 1955 1922 1885 1845 1800 1752 1698 1640 1567 1486 1396 1297 1186 1063 927
18 13503 2603 1997 2632 1967 2665 1935 2700 1900 2739 1861 2782 1818 2829 1771 2880 1720 2937 1663 2999 1601 3067 1533 3151 1449 3245 1355 3349 1250 3465 1135 3594 1006 3736 863 3895 705 18 2603 2632 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3349 3465 3594 3736 3895 18 1997 1967 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1250 1135 1006 863 705
19 14253 2561 1960 2586 1927 2614 1891 2645 1851 2678 1807 2715 1759 2755 1707 2799 1649 2848 1585 2901 1516 2960 1440 3033 1345 3113 1239 3203 1122 3303 993 3414 848 3536 688 3673 510 19 2561 2586 2614 2645 2678 2715 2755 2799 2848 2901 2960 3033 3113 3203 3303 3414 3536 3673 19 1960 1927 1891 1851 1807 1759 1707 1649 1585 1516 1440 1345 1239 1122 993 848 688 510
20 15003 2514 1929 2535 1893 2558 1853 2583 1810 2610 1762 2641 1710 2674 1652 2710 1589 2750 1520 2794 1444 2842 1361 2902 1257 2968 1142 3042 1015 3124 873 3214 715 3315 541 3427 346 20 2514 2535 2558 2583 2610 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3214 3315 3427 20 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1257 1142 1015 873 715 541 346
21 15753 2464 1904 2480 1866 2497 1823 2517 1777 2538 1726 2561 1670 2586 1609 2614 1542 2644 1468 2678 1387 2715 1298 2760 1188 2811 1065 2868 929 2930 777 3000 610 3077 423 3163 216 21 2464 2480 2497 2517 2538 2561 2586 2614 2644 2678 2715 2760 2811 2868 2930 3000 3077 3163 21 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 777 610 423 216
22 16503 2411 1886 2422 1846 2433 1802 2446 1753 2461 1700 2476 1642 2493 1577 2512 1507 2533 1430 2555 1345 2580 1253 2611 1137 2646 1009 2684 866 2726 708 2773 533 2825 338 2883 121 22 2411 2422 2433 2446 2461 2476 2493 2512 2533 2555 2580 2611 2646 2684 2726 2773 2825 2883 22 1886 1846 1802 1753 1700 1642 1577 1507 1430 1345 1253 1137 1009 866 708 533 338 121
23 17253 2356 1875 2361 1834 2367 1788 2374 1739 2381 1684 2389 1624 2397 1558 2407 1486 2417 1407 2429 1320 2441 1225 2457 1106 2474 975 2493 829 2515 666 2538 486 2565 286 2594 64 23 2356 2361 2367 2374 2381 2389 2397 2407 2417 2429 2441 2457 2474 2493 2515 2538 2565 2594 23 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64
24 18004 2300 1871 2300 1830 2300 1784 2300 1734 2300 1679 2300 1618 2300 1552 2300 1479 2300 1399 2300 1312 2300 1216 2300 1096 2300 963 2300 816 2299 652 2299 470 2299 269 2299 44 24 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 24 1871 1830 1784 1734 1679 1618 1552 1479 1399 1312 1216 1096 963 816 652 470 269 44
25 18754 2244 1875 2239 1834 2233 1788 2226 1739 2219 1684 2211 1624 2203 1558 2193 1486 2183 1407 2171 1320 2159 1225 2143 1106 2126 975 2107 829 2085 666 2062 486 2035 286 2006 64 25 2244 2239 2233 2226 2219 2211 2203 2193 2183 2171 2159 2143 2126 2107 2085 2062 2035 2006 25 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64
26 19504 2189 1886 2178 1846 2167 1802 2154 1753 2139 1700 2124 1642 2107 1577 2088 1507 2067 1430 2045 1345 2020 1253 1989 1137 1954 1009 1916 866 1874 708 1827 533 1775 338 1717 121 26 2189 2178 2167 2154 2139 2124 2107 2088 2067 2045 2020 1989 1954 1916 1874 1827 1775 1717 26 1886 1846 1802 1753 1700 1642 1577 1507 1430 1345 1253 1137 1009 866 708 533 338 121
27 20254 2136 1904 2120 1866 2103 1823 2083 1777 2062 1726 2039 1670 2014 1609 1986 1542 1956 1468 1922 1387 1885 1298 1840 1188 1789 1065 1732 929 1670 777 1600 610 1523 423 1437 216 27 2136 2120 2103 2083 2062 2039 2014 1986 1956 1922 1885 1840 1789 1732 1670 1600 1523 1437 27 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 777 610 423 216
28 21004 2086 1929 2065 1893 2042 1853 2017 1810 1990 1762 1959 1710 1926 1652 1890 1589 1850 1520 1806 1444 1758 1361 1698 1257 1632 1142 1558 1015 1476 873 1386 715 1285 541 1173 346 28 2086 2065 2042 2017 1990 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1386 1285 1173 28 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1257 1142 1015 873 715 541 346
29 21754 2039 1960 2014 1927 1986 1891 1955 1851 1922 1807 1885 1759 1845 1707 1801 1649 1752 1585 1699 1516 1640 1440 1567 1345 1487 1239 1397 1122 1297 993 1186 848 1064 688 927 510 29 2039 2014 1986 1955 1922 1885 1845 1801 1752 1699 1640 1567 1487 1397 1297 1186 1064 927 29 1960 1927 1891 1851 1807 1759 1707 1649 1585 1516 1440 1345 1239 1122 993 848 688 510
30 22505 1997 1997 1968 1967 1935 1935 1900 1900 1861 1861 1818 1818 1771 1771 1720 1720 1663 1663 1601 1601 1533 1533 1449 1449 1355 1355 1251 1250 1135 1135 1006 1006 864 863 705 705 30 1997 1968 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1251 1135 1006 864 705 30 1997 1967 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1250 1135 1006 863 705
31 23255 1960 2039 1927 2014 1891 1986 1851 1955 1807 1922 1759 1885 1707 1845 1649 1800 1586 1752 1516 1698 1440 1640 1345 1567 1240 1486 1123 1396 993 1297 849 1186 689 1063 511 927 31 1960 1927 1891 1851 1807 1759 1707 1649 1586 1516 1440 1345 1240 1123 993 849 689 511 31 2039 2014 1986 1955 1922 1885 1845 1800 1752 1698 1640 1567 1486 1396 1297 1186 1063 927
32 24005 1929 2086 1893 2065 1853 2042 1810 2017 1762 1989 1710 1959 1652 1926 1589 1890 1520 1850 1444 1806 1361 1758 1258 1698 1143 1632 1015 1558 873 1476 716 1385 541 1284 347 1172 32 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1258 1143 1015 873 716 541 347 32 2086 2065 2042 2017 1989 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1385 1284 1172
33 24755 1904 2136 1866 2120 1823 2103 1777 2083 1726 2062 1670 2039 1609 2014 1542 1986 1468 1955 1387 1922 1298 1885 1188 1839 1065 1788 929 1732 778 1669 610 1600 423 1522 216 1437 33 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 778 610 423 216 33 2136 2120 2103 2083 2062 2039 2014 1986 1955 1922 1885 1839 1788 1732 1669 1600 1522 1437
34 25505 1886 2189 1846 2178 1802 2166 1753 2153 1700 2139 1642 2124 1578 2106 1507 2088 1430 2067 1346 2044 1253 2019 1137 1988 1009 1954 867 1916 708 1873 533 1826 338 1774 121 1716 34 1886 1846 1802 1753 1700 1642 1578 1507 1430 1346 1253 1137 1009 867 708 533 338 121 34 2189 2178 2166 2153 2139 2124 2106 2088 2067 2044 2019 1988 1954 1916 1873 1826 1774 1716
35 26255 1875 2244 1834 2239 1788 2233 1739 2226 1684 2219 1624 2211 1558 2202 1486 2193 1407 2182 1320 2171 1225 2158 1106 2143 975 2126 829 2106 666 2085 486 2061 286 2035 64 2006 35 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64 35 2244 2239 2233 2226 2219 2211 2202 2193 2182 2171 2158 2143 2126 2106 2085 2061 2035 2006
36 27005 1871 2300 1830 2300 1784 2300 1734 2300 1679 2300 1618 2300 1552 2300 1479 2300 1399 2300 1312 2300 1216 2300 1096 2300 963 2300 816 2300 652 2300 470 2300 269 2300 44 2300 36 1871 1830 1784 1734 1679 1618 1552 1479 1399 1312 1216 1096 963 816 652 470 269 44 36 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300
37 27756 1875 2356 1834 2361 1788 2367 1739 2374 1684 2381 1624 2389 1558 2398 1486 2407 1407 2418 1320 2429 1225 2442 1106 2457 975 2474 829 2494 666 2515 486 2539 286 2565 64 2594 37 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64 37 2356 2361 2367 2374 2381 2389 2398 2407 2418 2429 2442 2457 2474 2494 2515 2539 2565 2594
38 28506 1886 2411 1846 2422 1802 2434 1753 2447 1700 2461 1642 2476 1578 2494 1507 2512 1430 2533 1346 2556 1253 2581 1137 2612 1009 2646 867 2684 708 2727 533 2774 338 2826 121 2884 38 1886 1846 1802 1753 1700 1642 1578 1507 1430 1346 1253 1137 1009 867 708 533 338 121 38 2411 2422 2434 2447 2461 2476 2494 2512 2533 2556 2581 2612 2646 2684 2727 2774 2826 2884
39 29256 1904 2464 1866 2480 1823 2497 1777 2517 1726 2538 1670 2561 1609 2586 1542 2614 1468 2645 1387 2678 1298 2715 1188 2761 1065 2812 929 2868 778 2931 610 3000 423 3078 216 3163 39 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 778 610 423 216 39 2464 2480 2497 2517 2538 2561 2586 2614 2645 2678 2715 2761 2812 2868 2931 3000 3078 3163
40 30006 1929 2514 1893 2535 1853 2558 1810 2583 1762 2611 1710 2641 1652 2674 1589 2710 1520 2750 1444 2794 1361 2842 1258 2902 1143 2968 1015 3042 873 3124 716 3215 541 3316 347 3428 40 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1258 1143 1015 873 716 541 347 40 2514 2535 2558 2583 2611 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3215 3316 3428
41 30756 1960 2561 1927 2586 1891 2614 1851 2645 1807 2678 1759 2715 1707 2755 1649 2800 1586 2848 1516 2902 1440 2960 1345 3033 1240 3114 1123 3204 993 3303 849 3414 689 3537 511 3673 41 1960 1927 1891 1851 1807 1759 1707 1649 1586 1516 1440 1345 1240 1123 993 849 689 511 41 2561 2586 2614 2645 2678 2715 2755 2800 2848 2902 2960 3033 3114 3204 3303 3414 3537 3673
42 31506 1997 2603 1968 2633 1935 2665 1900 2700 1861 2739 1818 2782 1771 2829 1720 2880 1663 2937 1601 2999 1533 3067 1449 3151 1355 3245 1251 3350 1135 3465 1006 3594 864 3737 705 3895 42 1997 1968 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1251 1135 1006 864 705 42 2603 2633 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3350 3465 3594 3737 3895
43 32256 2039 2640 2014 2673 1986 2709 1955 2749 1922 2793 1885 2841 1845 2893 1801 2951 1752 3015 1699 3084 1640 3160 1567 3255 1487 3361 1397 3478 1297 3607 1186 3752 1064 3912 927 4090 43 2039 2014 1986 1955 1922 1885 1845 1801 1752 1699 1640 1567 1487 1397 1297 1186 1064 927 43 2640 2673 2709 2749 2793 2841 2893 2951 3015 3084 3160 3255 3361 3478 3607 3752 3912 4090
44 33007 2086 2671 2065 2707 2042 2747 2017 2790 1990 2838 1959 2890 1926 2948 1890 3011 1850 3080 1806 3156 1758 3239 1698 3343 1632 3458 1558 3585 1476 3727 1386 3885 1285 4059 1173 4254 44 2086 2065 2042 2017 1990 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1386 1285 1173 44 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3343 3458 3585 3727 3885 4059 4254
45 33757 2136 2696 2120 2734 2103 2777 2083 2823 2062 2874 2039 2930 2014 2991 1986 3058 1956 3132 1922 3213 1885 3302 1840 3412 1789 3535 1732 3671 1670 3823 1600 3990 1523 4177 1437 4384 45 2136 2120 2103 2083 2062 2039 2014 1986 1956 1922 1885 1840 1789 1732 1670 1600 1523 1437 45 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3823 3990 4177 4384
46 34507 2189 2714 2178 2754 2167 2798 2154 2847 2139 2900 2124 2958 2107 3023 2088 3093 2067 3170 2045 3255 2020 3347 1989 3463 1954 3591 1916 3734 1874 3892 1827 4067 1775 4262 1717 4479 46 2189 2178 2167 2154 2139 2124 2107 2088 2067 2045 2020 1989 1954 1916 1874 1827 1775 1717 46 2714 2754 2798 2847 2900 2958 3023 3093 3170 3255 3347 3463 3591 3734 3892 4067 4262 4479
47 35257 2244 2725 2239 2766 2233 2812 2226 2861 2219 2916 2211 2976 2203 3042 2193 3114 2183 3193 2171 3280 2159 3375 2143 3494 2126 3625 2107 3771 2085 3934 2062 4114 2035 4314 2006 4536 47 2244 2239 2233 2226 2219 2211 2203 2193 2183 2171 2159 2143 2126 2107 2085 2062 2035 2006 47 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536
48 36007 2300 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2299 3948 2299 4130 2299 4331 2299 4556 48 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 48 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556
Nelder Plot Designs
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt
0 000 -00 429 -00 470 -00 516 -00 566 -00 621 -00 682 -00 748 -00 821 -00 901 -00 988 -00 1084 -00 1204 -00 1337 -00 1484 -01 1648 -01 1830 -01 2031 -01 2256
1 750 56 425 61 466 67 512 74 561 81 616 89 676 97 742 107 814 117 893 129 980 141 1075 157 1194 174 1325 193 1471 215 1634 238 1814 265 2014 294 2236
2 1500 111 414 122 454 133 498 146 547 161 600 176 658 193 723 212 793 233 870 255 955 280 1047 311 1163 346 1291 384 1434 426 1592 473 1767 525 1962 583 2179
3 2250 164 396 180 434 197 477 217 523 238 574 261 630 286 691 314 758 344 832 378 913 415 1002 460 1112 511 1235 568 1371 630 1523 700 1690 777 1877 863 2084
4 3001 214 371 235 407 258 447 283 490 310 538 341 590 374 648 410 711 450 780 494 856 542 939 602 1043 668 1158 742 1285 824 1427 914 1585 1015 1759 1127 1954
5 3751 261 340 286 373 314 409 345 449 378 493 415 541 455 593 499 651 548 715 601 784 660 860 733 955 813 1061 903 1178 1003 1307 1114 1452 1236 1612 1373 1790
6 4501 303 303 332 333 365 365 400 400 439 439 482 482 529 529 580 580 637 637 699 699 767 767 851 851 945 945 1049 1050 1165 1165 1294 1294 1436 1437 1595 1595
7 5251 340 261 373 286 409 314 449 345 493 378 541 415 593 455 651 500 714 548 784 602 860 660 955 733 1060 814 1177 904 1307 1003 1451 1114 1611 1237 1789 1373
8 6001 371 214 407 235 447 258 490 283 538 311 590 341 648 374 711 410 780 450 856 494 939 542 1042 602 1157 668 1285 742 1427 824 1584 915 1759 1016 1953 1128
9 6751 396 164 434 180 477 197 523 217 574 238 630 261 691 286 758 314 832 345 913 378 1002 415 1112 461 1235 512 1371 568 1522 631 1690 700 1877 778 2084 863
10 7502 414 111 454 122 498 134 547 147 600 161 658 176 722 194 793 212 870 233 954 256 1047 281 1163 312 1291 346 1433 384 1592 427 1767 474 1962 526 2179 584
11 8252 425 56 466 61 512 67 561 74 616 81 676 89 742 98 814 107 893 118 980 129 1075 142 1194 157 1325 174 1471 194 1634 215 1814 239 2014 265 2236 294
12 9002 429 00 470 00 516 00 566 00 621 00 682 00 748 00 821 00 901 00 988 00 1084 00 1204 00 1337 00 1484 00 1648 00 1830 00 2031 00 2256 00
13 9752 425 -56 466 -61 512 -67 561 -74 616 -81 676 -89 742 -98 814 -107 893 -118 980 -129 1075 -142 1194 -157 1325 -174 1471 -194 1634 -215 1814 -239 2014 -265 2236 -294
14 10502 414 -111 454 -122 498 -134 547 -147 600 -161 658 -176 722 -194 793 -212 870 -233 954 -256 1047 -281 1163 -312 1291 -346 1433 -384 1592 -427 1767 -474 1962 -526 2179 -584
15 11252 396 -164 434 -180 477 -197 523 -217 574 -238 630 -261 691 -286 758 -314 832 -345 913 -378 1002 -415 1112 -461 1235 -512 1371 -568 1522 -631 1690 -700 1877 -778 2084 -863
16 12002 371 -214 407 -235 447 -258 490 -283 538 -311 590 -341 648 -374 711 -410 780 -450 856 -494 939 -542 1042 -602 1157 -668 1285 -742 1427 -824 1584 -915 1759 -1016 1953 -1128
17 12753 340 -261 373 -286 409 -314 449 -345 493 -378 541 -415 593 -455 651 -500 714 -548 784 -602 860 -660 955 -733 1060 -814 1177 -904 1307 -1003 1451 -1114 1611 -1237 1789 -1373
18 13503 303 -303 332 -333 365 -365 400 -400 439 -439 482 -482 529 -529 580 -580 637 -637 699 -699 767 -767 851 -851 945 -945 1049 -1050 1165 -1165 1294 -1294 1436 -1437 1595 -1595
19 14253 261 -340 286 -373 314 -409 345 -449 378 -493 415 -541 455 -593 499 -651 548 -715 601 -784 660 -860 733 -955 813 -1061 903 -1178 1003 -1307 1114 -1452 1236 -1612 1373 -1790
20 15003 214 -371 235 -407 258 -447 283 -490 310 -538 341 -590 374 -648 410 -711 450 -780 494 -856 542 -939 602 -1043 668 -1158 742 -1285 824 -1427 914 -1585 1015 -1759 1127 -1954
21 15753 164 -396 180 -434 197 -477 217 -523 238 -574 261 -630 286 -691 314 -758 344 -832 378 -913 415 -1002 460 -1112 511 -1235 568 -1371 630 -1523 700 -1690 777 -1877 863 -2084
22 16503 111 -414 122 -454 133 -498 146 -547 161 -600 176 -658 193 -723 212 -793 233 -870 255 -955 280 -1047 311 -1163 346 -1291 384 -1434 426 -1592 473 -1767 525 -1962 583 -2179
23 17253 56 -425 61 -466 67 -512 74 -561 81 -616 89 -676 97 -742 107 -814 117 -893 129 -980 141 -1075 157 -1194 174 -1325 193 -1471 215 -1634 238 -1814 265 -2014 294 -2236
24 18004 -00 -429 -00 -470 -00 -516 -00 -566 -00 -621 -00 -682 -00 -748 -00 -821 -00 -901 -00 -988 -00 -1084 -00 -1204 -00 -1337 -00 -1484 -01 -1648 -01 -1830 -01 -2031 -01 -2256
25 18754 -56 -425 -61 -466 -67 -512 -74 -561 -81 -616 -89 -676 -97 -742 -107 -814 -117 -893 -129 -980 -141 -1075 -157 -1194 -174 -1325 -193 -1471 -215 -1634 -238 -1814 -265 -2014 -294 -2236
26 19504 -111 -414 -122 -454 -133 -498 -146 -547 -161 -600 -176 -658 -193 -723 -212 -793 -233 -870 -255 -955 -280 -1047 -311 -1163 -346 -1291 -384 -1434 -426 -1592 -473 -1767 -525 -1962 -583 -2179
27 20254 -164 -396 -180 -434 -197 -477 -217 -523 -238 -574 -261 -630 -286 -691 -314 -758 -344 -832 -378 -913 -415 -1002 -460 -1112 -511 -1235 -568 -1371 -630 -1523 -700 -1690 -777 -1877 -863 -2084
28 21004 -214 -371 -235 -407 -258 -447 -283 -490 -310 -538 -341 -590 -374 -648 -410 -711 -450 -780 -494 -856 -542 -939 -602 -1043 -668 -1158 -742 -1285 -824 -1427 -914 -1585 -1015 -1759 -1127 -1954
29 21754 -261 -340 -286 -373 -314 -409 -345 -449 -378 -493 -415 -541 -455 -593 -499 -651 -548 -715 -601 -784 -660 -860 -733 -955 -813 -1061 -903 -1178 -1003 -1307 -1114 -1452 -1236 -1612 -1373 -1790
30 22505 -303 -303 -332 -333 -365 -365 -400 -400 -439 -439 -482 -482 -529 -529 -580 -580 -637 -637 -699 -699 -767 -767 -851 -851 -945 -945 -1049 -1050 -1165 -1165 -1294 -1294 -1436 -1437 -1595 -1595
31 23255 -340 -261 -373 -286 -409 -314 -449 -345 -493 -378 -541 -415 -593 -455 -651 -500 -714 -548 -784 -602 -860 -660 -955 -733 -1060 -814 -1177 -904 -1307 -1003 -1451 -1114 -1611 -1237 -1789 -1373
32 24005 -371 -214 -407 -235 -447 -258 -490 -283 -538 -311 -590 -341 -648 -374 -711 -410 -780 -450 -856 -494 -939 -542 -1042 -602 -1157 -668 -1285 -742 -1427 -824 -1584 -915 -1759 -1016 -1953 -1128
33 24755 -396 -164 -434 -180 -477 -197 -523 -217 -574 -238 -630 -261 -691 -286 -758 -314 -832 -345 -913 -378 -1002 -415 -1112 -461 -1235 -512 -1371 -568 -1522 -631 -1690 -700 -1877 -778 -2084 -863
34 25505 -414 -111 -454 -122 -498 -134 -547 -147 -600 -161 -658 -176 -722 -194 -793 -212 -870 -233 -954 -256 -1047 -281 -1163 -312 -1291 -346 -1433 -384 -1592 -427 -1767 -474 -1962 -526 -2179 -584
35 26255 -425 -56 -466 -61 -512 -67 -561 -74 -616 -81 -676 -89 -742 -98 -814 -107 -893 -118 -980 -129 -1075 -142 -1194 -157 -1325 -174 -1471 -194 -1634 -215 -1814 -239 -2014 -265 -2236 -294
36 27005 -429 00 -470 00 -516 00 -566 00 -621 00 -682 00 -748 00 -821 00 -901 00 -988 00 -1084 00 -1204 00 -1337 00 -1484 00 -1648 00 -1830 00 -2031 00 -2256 00
37 27756 -425 56 -466 61 -512 67 -561 74 -616 81 -676 89 -742 98 -814 107 -893 118 -980 129 -1075 142 -1194 157 -1325 174 -1471 194 -1634 215 -1814 239 -2014 265 -2236 294
38 28506 -414 111 -454 122 -498 134 -547 147 -600 161 -658 176 -722 194 -793 212 -870 233 -954 256 -1047 281 -1163 312 -1291 346 -1433 384 -1592 427 -1767 474 -1962 526 -2179 584
39 29256 -396 164 -434 180 -477 197 -523 217 -574 238 -630 261 -691 286 -758 314 -832 345 -913 378 -1002 415 -1112 461 -1235 512 -1371 568 -1522 631 -1690 700 -1877 778 -2084 863
40 30006 -371 214 -407 235 -447 258 -490 283 -538 311 -590 341 -648 374 -711 410 -780 450 -856 494 -939 542 -1042 602 -1157 668 -1285 742 -1427 824 -1584 915 -1759 1016 -1953 1128
41 30756 -340 261 -373 286 -409 314 -449 345 -493 378 -541 415 -593 455 -651 500 -714 548 -784 602 -860 660 -955 733 -1060 814 -1177 904 -1307 1003 -1451 1114 -1611 1237 -1789 1373
42 31506 -303 303 -332 333 -365 365 -400 400 -439 439 -482 482 -529 529 -580 580 -637 637 -699 699 -767 767 -851 851 -945 945 -1049 1050 -1165 1165 -1294 1294 -1436 1437 -1595 1595
43 32256 -261 340 -286 373 -314 409 -345 449 -378 493 -415 541 -455 593 -499 651 -548 715 -601 784 -660 860 -733 955 -813 1061 -903 1178 -1003 1307 -1114 1452 -1236 1612 -1373 1790
44 33007 -214 371 -235 407 -258 447 -283 490 -310 538 -341 590 -374 648 -410 711 -450 780 -494 856 -542 939 -602 1043 -668 1158 -742 1285 -824 1427 -914 1585 -1015 1759 -1127 1954
45 33757 -164 396 -180 434 -197 477 -217 523 -238 574 -261 630 -286 691 -314 758 -344 832 -378 913 -415 1002 -460 1112 -511 1235 -568 1371 -630 1523 -700 1690 -777 1877 -863 2084
46 34507 -111 414 -122 454 -133 498 -146 547 -161 600 -176 658 -193 723 -212 793 -233 870 -255 955 -280 1047 -311 1163 -346 1291 -384 1434 -426 1592 -473 1767 -525 1962 -583 2179
47 35257 -56 425 -61 466 -67 512 -74 561 -81 616 -89 676 -97 742 -107 814 -117 893 -129 980 -141 1075 -157 1194 -174 1325 -193 1471 -215 1634 -238 1814 -265 2014 -294 2236
48 36007 -00 429 -00 470 -00 516 -00 566 -00 621 -00 682 -00 748 -00 821 -00 901 -00 988 -00 1084 -00 1204 -00 1337 -00 1484 -01 1648 -01 1830 -01 2031 -01 2256
Nelder Plot Designs
of Arcs 16 MinDens 247 per hect
Rectangularity 141 MaxDens 4000 per hect
Rate of Change 10972664521
Angle between Spokes 01309260715 First 130619356715
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
Spoke Treeshec 4816 4000 3322 2759 2292 1904 1581 1313 1091 906 752 610 495 402 326 264 214 174
Area (sqm) 208 250 301 362 436 525 633 762 917 1104 1329 1639 2020 2490 3070 3785 4666 5752
Side (m) 144 158 173 190 209 229 251 276 303 332 365 405 449 499 554 615 683 758
7502 Radius (m) 1306 1433 1573 1726 1893 2078 2280 2501 2745 3012 3305 3669 4074 4523 5022 5577 6192 6875
Radius (feet) 429 470 516 566 621 682 748 821 901 988 1084 1204 1337 1484 1648 1830 2031 2256
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt
0 00 4285 000 4702 000 5160 000 5661 000 6212 000 6816 000 7479 000 8207 000 9005 000 9881 000 10842 000 12038 000 13366 000 14841 000 16478 000 18296 000 20314 000 22555 000
1 75 4249 559 4662 614 5115 674 5613 739 6159 811 6758 890 7415 976 8137 1071 8928 1176 9796 1290 10749 1415 11935 1572 13252 1745 14714 1937 16337 2151 18139 2389 20140 2652 22362 2945
2 150 4139 1109 4542 1217 4984 1336 5468 1466 6000 1608 6584 1765 7224 1936 7927 2125 8698 2331 9544 2558 10473 2807 11628 3116 12911 3460 14335 3842 15916 4266 17672 4736 19622 5259 21786 5839
3 225 3959 1640 4344 1800 4767 1975 5230 2167 5739 2378 6297 2609 6910 2863 7582 3141 8319 3447 9129 3782 10016 4150 11121 4608 12348 5116 13711 5680 15223 6307 16903 7003 18767 7775 20838 8633
4 300 3711 2143 4072 2352 4468 2580 4903 2831 5380 3107 5903 3409 6477 3740 7107 4104 7798 4503 8557 4941 9389 5422 10425 6020 11575 6684 12852 7422 14270 8241 15844 9150 17592 10159 19532 11280
5 375 3400 2609 3730 2863 4093 3142 4491 3447 4928 3782 5407 4150 5933 4554 6510 4997 7144 5483 7838 6016 8601 6601 9550 7330 10603 8138 11773 9036 13072 10033 14514 11140 16115 12369 17892 13733
6 450 3030 3031 3324 3326 3648 3649 4003 4004 4392 4393 4819 4821 5288 5290 5802 5804 6367 6369 6986 6988 7665 7668 8511 8514 9450 9453 10492 10496 11650 11654 12935 12939 14362 14367 15946 15952
7 525 2608 3400 2862 3731 3140 4094 3446 4492 3781 4929 4149 5409 4552 5935 4995 6512 5481 7145 6014 7840 6599 8603 7327 9552 8135 10606 9032 11776 10029 13075 11135 14517 12364 16119 13727 17897
8 600 2142 3712 2350 4073 2579 4469 2830 4904 3105 5381 3407 5904 3738 6478 4102 7108 4501 7800 4939 8558 5419 9391 6017 10427 6681 11577 7418 12854 8236 14272 9145 15847 10153 17595 11274 19536
9 675 1639 3960 1798 4345 1973 4767 2165 5231 2376 5740 2607 6298 2861 6911 3139 7583 3444 8320 3779 9130 4147 10018 4604 11123 5112 12350 5676 13712 6302 15225 6998 16905 7769 18770 8627 20840
10 750 1108 4140 1216 4542 1334 4984 1464 5469 1606 6001 1762 6585 1934 7225 2122 7928 2328 8699 2555 9545 2803 10473 3113 11629 3456 12912 3837 14336 4261 15918 4731 17674 5253 19623 5832 21788
11 825 558 4249 612 4662 672 5116 737 5613 809 6159 888 6758 974 7416 1069 8137 1173 8928 1287 9797 1412 10750 1568 11936 1741 13252 1933 14714 2146 16338 2383 18140 2646 20141 2938 22363
12 900181 -001 4285 -001 4702 -002 5160 -002 5661 -002 6212 -002 6816 -002 7479 -003 8207 -003 9005 -003 9881 -003 10842 -004 12038 -004 13366 -005 14841 -005 16478 -006 18296 -006 20314 -007 22555
Treesacre 1949 1619 1344 1117 927 770 640 531 441 367 304 247 200 163 132 107 87 70
Acres 015 018 022 026 031 037 044 053 063 075 090 110 135 166 204 250 307 378
6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6
8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8
11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11
14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14
17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17
19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19
25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25
28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28
31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31
Page 5: Systematic Planting Designs for Assessing the Controls of

Use of Planting Trials in ForestryBlock Replicated Experimentsbull These approaches utilize an area based approach to define

the sampling unit (ie each block is 1 sample)bull This study of 2 species

bull ~5 acres per block setbull 6 replicatesbull 12 densitiesbull 110 trees in each

6 x 12 x 110 = 7920 trees to track

~30 acres invested

Add a second species double everything

Understanding Nelder PlotsIndividual Focused ndash Systematic Experimentsbull John Nelder ndash a British Statistician trying to identify

ideal agricultural plant spacingbull Nelder JA 1962 New kinds of systematic designs for spacing

experiments Biometrics 18 283-307

bull Proposed 5 designs for varying spacing and rectangularity

Ia Ib Ic Id II

Density Rectangularity Both Both Both

Understanding Nelder PlotsIndividual Focused ndash Systematic Experimentsbull The Ia design has been the most widely adapted for

forestry applicationsIa

Density

bull Maintains rectangularity at ~11 while varying spacing

bull Each tree along a spoke represents a different density

bull Each spoke represents a replicatebull While this shows one quadrant these are

commonly installed as full circles

Individual Focused ndash Systematic Experiments

Understanding Nelder Plots

bull Full plots can be divided to investigate site prep species providence etc

bull Effects are separated by guard spokes

bull Density is maintained by guard archesbull This scenario produces 4

replicates of 9 densitiesbull Depending on spacing this could

take as little as 1 acre

bull Multiple plots could be used to investigate across site index

Individual Focused ndash Systematic Experiments

Understanding Nelder Plots

bull Example of mixed species planting for assessing intra-species competition

14 densities5 replicates0325 acres

625 ndash 25267 TPH

Individual Focused ndash Systematic Experiments

Understanding NelderPlots

bull Replicated Douglas-fir plots in Oregonbull Done with a modified Nelder Ia design

Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots

000

200

400

600

800

1000

1200

1400

1600

1800

0 5 10 15 20 25 30 35

Age (years)

Dia

met

er (i

nche

s)

DF 17DF 16DF 15DF 14DF 13DF 12DF 11DF 10DF 9DF 8DF 7DF 6DF 5DF 4DF 3DF 2DF 1

36 years old16 Densities48 Replicates

5 plots

Chart7

DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Diameter (inches)
Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
08879221451
088441858
08840087766
09021935304
09432154464
09894118788
10184185902
10272518345
10237903437
10032543518
0963510934
09260855676
09127484432
09179795184
09274672257
09449261647
09722764851
23582445146
23471941558
23594257372
2387346104
24194343964
24587560745
24935491371
24885572688
24322481268
23456399305
22311432468
20953457902
19796119405
18960065573
18353704902
18269409618
18731288925
52386478781
5209638449
52085542777
51971245275
51293513843
50162237233
48630849638
46339642433
43397526122
40337054028
37221136636
34149934861
31617716346
2966501578
28325916798
28417702315
29868715123
80356163346
78611346984
76720923034
74209859711
70800039827
67094971887
6319145007
58621133795
53758850954
49288905519
44973181312
40836102132
37636928623
35281322894
33756388063
34425716206
37061887307
102727386361
99643186647
95588245945
90452563203
8452301835
7854674068
72454622878
6600447733
60019483865
55140563529
50652427931
4631372927
42942650898
4041041084
38729215793
39659416724
42987790716
116965575263
112481683669
106637238298
99649357798
92003879643
8469050307
7780974203
71040201554
64803125364
59569475142
54951362753
5061620616
4693302392
43971315138
42293400094
43837433222
48038239757
146847752901
139454491639
129749989232
118919470297
10801175212
9856446837
90748900902
83270642161
76038922306
70222015501
65731878119
61587521242
57835233432
55141469348
54308806423
56567049368
61019669569
156963206704
148536553635
13755958162
125408285759
113383859011
103345973707
95309580573
87625280868
80516230661
75620598051
72158581102
6804304435
63835221826
61711997118
62338599962
65091907145
68519620887
165340219651
156059149201
14414212317
131501047574
119310334103
108926449997
10028826524
91981296568
84611105449
80175431209
7753197576
7363065886
68647071345
655423052
66051246095
69618692409
73971146986

Design

Design

70
87
107
132
163
200
247
304
367
441
531
640
770
927
1117
1344
1619
1949
Nelder Plot Design - Arc TreesAcreDimensions in feet

Plot Center

Plot Square

Plot Square

70
87
107
132
163
200
247
304
367
441
531
640
770
927
1117
1344
1619
1949
Nelder Research Plot DesignTrees per Acre in each Arc

TreeList

DoH

DoH

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
8333 Dbh(Ht-45)
Douglas-fir DbhHeight Ratios (cmm) at 31 YearsNewton amp Cole Nelder Plots

Height

GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
8333 Dbh(Ht-45)
Grand fir DbhHeight Ratios (cmm) at 31 YearsNewton amp Cole Nelder Plots

Dbh

Douglas-fir
Grand Fir
Arc Position
8333 Dbh(Ht-45)
Douglas-fir and Grand fir - DbhHeight Ratios (cmm)Newton amp Cole Nelder Plots

DoH_Arc

DoH_Arc

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
Height (feet)
Douglas-fir Heights (feet) - Msmt at 31 YearsNewton amp Cole Nelder Plots

Htt_Arc

GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
Height (feet)
Grand fir Heights (feet) - Msmt at 31 YearsNewton amp Cole Nelder Plots

Dbh_Arc

Grand Fir
Douglas-fir
Arc Position
Height (feet)
Douglas-fir and Grand fir - Heights at 31 YearsNewton amp Cole Nelder Plots

Vol_Arc

Vol_Arc

DF 5
DF 6
DF 7
DF 8
DF 9
DF 10
Arc Position
Dbh (inches)
Douglas-fir Dbh - Msmt at 31 YearsNewton amp Cole Nelder Plots
GF 5
GF 6
GF 7
GF 8
GF 9
GF 10
Arc Position
Dbh (inches)
Grand fir Dbh - Msmt at 31 YearsNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc Position
Dbh (inches)
Douglas-fir and Grand fir - Dbh at 31 YearsNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
8333 Dbh(Ht-45)
Douglas-fir DbhHeight Ratios (cmm) by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
8333 Dbh(Ht-45)
Grand fir DbhHeight Ratios (cmm) by Age and ArcNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Age (years)
8333 Dbh(Ht-45)
Douglas-fir and Grand fir - DbhHeight Ratios (cmm)Newton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Height (feet)
Douglas-fir Heights by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Height (feet)
Grand fir Heights by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Total Height (feet)
Douglas-fir and Grand fir - HeightsNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Competitive Stress Index (density level)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Initial Dbh (Height-45) (cmm)
10m Site (metersdecade)
Douglas-fir and Grand fir - 10m SiteNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Competitive Stress Index (density level)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Regeneration Rate
Douglas-fir and Grand fir - 10m RegenNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Diameter (inches)
Douglas-fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Diameter (inches)
Grand fir - Diameter Breast Height by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Diameter BH (inches)
Douglas-fir and Grand fir - Dbh by AgeNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
Height Increment (feet)
Douglas-fir and Grand fir - Height Increment by DensityNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Hinc Sinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Grand Fir
Douglas-fir
Arc (density level)
Dbh Increment (inches)
Douglas-fir and Grand fir - Dbh Increment by DensityNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Arc (density level)
Dinc Sinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Hinc Tinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Initial Dbh (Height-45) (cmm)
Dinc Tinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Competitive Stress Index (density level)
Hinc Tinc (feetfeet)
Douglas-fir and Grand fir - Relative Height IncrementNewton amp Cole Nelder Plots
Douglas-fir
Douglas-fir
Grand Fir
Grand Fir
Competitive Stress Index (density level)
Dinc Tinc (cmm)
Douglas-fir and Grand fir - Relative Dbh IncrementNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Cubic feet Tree
Douglas-fir - Tree Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Cubic feet Tree
Grand fir - Tree Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
Douglas-fir
Grand Fir
Age (years)
Total Cubic feet Tree
Douglas-fir and Grand fir - Tree Cubic Volume by AgeNewton amp Cole Nelder Plots
DF 17
DF 16
DF 15
DF 14
DF 13
DF 12
DF 11
DF 10
DF 9
DF 8
DF 7
DF 6
DF 5
DF 4
DF 3
DF 2
DF 1
Age (years)
Total Cubic feet Acre
Douglas-fir - Stand Cubic Volume by Age and ArcNewton amp Cole Nelder Plots
GF 17
GF 16
GF 15
GF 14
GF 13
GF 12
GF 11
GF 10
GF 9
GF 8
GF 7
GF 6
GF 5
GF 4
GF 3
GF 2
GF 1
Age (years)
Total Cubic feet Acre
Grand fir - Stand Cubic Volume by Age and ArcNewton amp Cole Nelder Plots

Analytical Challenges

8 trees

8 trees

Block Replicated Experimentsbull Independent blocks representing density

levels with sets of blocks creating replicationbull Randomizing block arrangements ensures their

independence and allows us to meet common analysis assumptions

bull Designed for analysis of variance for deriving inference (ie ANOVA and linear regression)

bull Each set of blocks represents a single sample

Analytical ChallengesIndividual Focused ndash Systematic Experimentbull Each arch represents a density level with trees in the arch

creating replicationbull Since there is no way to randomize this we donrsquot meet the assumptions

for analysis of variance

bull Designed for model-based inference approachesbull Each spoke provides a single sample for each density level

Black Hills Nelder Plots

bull ponderosa pinebull 21 acres per plotbull 16 densitiesbull 52 spokes 24 replicatesbull 2 ndash site preparations

Photo Curtesy of Mike Battaglia RMRS

1 year after planting

Photo Curtesy of Mike Battaglia RMRS

Study Designbull 3 ndash Nelder Ia design plots at SI of 50-60bull Planted in 1969 with 2 year old seedlings

bull Implemented by Charles Boldt of Rocky Mountain Forest and Range Experiment Station USDA Forest Service

bull Spacing from 3x3 ft to 19x19 ftbull Or 4808 to 118 trees per acre

bull Each plot has 24 replicates of each spacing and treatmentbull 2304 possible sample trees each time step

bull Inventories of DBH and height at agesbull 3 6 8 9 11 and 12 then again at age 45bull Increment cores collected from 3 trees at each

density in each plot ndash 144 cores

Half Plot Schematic

Plot Locations in the Black Hillrsquos Experimental Forest

45 year after planting

Objectives amp Methods

ObjectivesHow does spacing and site preparation impact tree size and growth incrementDoes FVS accurately represent small tree growthHow does spacing impact growth during drought periods

Methodsbull Trees filtered for alive local neighborhoodsbull Tree size ndash DBH and heightbull Growth increment - Periodic Annual Basal Area

Increment per treebull Compared against bareground FVS simulationsbull Increment cores to evaluate growth during droughts

Results

Spacingbull Optimal spacing increases with agebull This informs the timing of thinning to

capture growth

USDA FS ndash Black Hills Experimental Forest Virtual Tour

12 years old25 years old

24rdquo68rdquo

Results

Site Preparationbull The effect of spacing is

overwhelmed by grass competition

Herbicide and Tilling 12rdquo Scalps

Photo Curtesy of Mike Battaglia RMRS

Plantation Age 12

ImplicationsSilviculturebull Informing the

timing of thinningWood Qualitybull Impacts on wood

density and knotsGrowth amp Yieldbull Validatingrefining

modeling of tree growth

3rsquo x 3rsquo 7rsquo x 7rsquo 12rsquo x 12rsquo 17rsquo x 17rsquo SpacingRelative Size at Age 45

Herbicide and Tilling

Growth Rate12rdquo Scalps

USDA FS ndash Black Hills Experimental Forest

Virtual Tour No significant treatment effect at age 45

Validating FVSDirect evaluation of Central Rockies variant small tree growth modelbull Bareground simulations at 50 55 and 60

for site indexbull Treelist output at age 3 6 9 and 12

Initiating Bareground Simulations

Year 12 of Bareground Simulations

Photo Curtesy of Mike Battaglia RMRS

Direct Evaluation of FVS BiasDBHbull Underprediction that gets worse with agebull Under accounts for the effect of site index in small treesbull Under accounts for the effect of densitybull Good reason to incorporate site preparation into FVS

DBH Bias at Age 12bull Scalped ndash FVS biasrsquos

were -8 -42 and -86 for SI of 50 55 and 60 respectively

bull Herbicide ndash FVS biasrsquos were -167 -179 and -231 for SI of 50 55 and 60 respectively

Direct Evaluation of FVS BiasHeightbull Generally capture the rate of height growthbull Under accounts for the effect of planting densitybull Under accounts for the effect of site index in small treesbull Good reason to incorporate site preparation into FVS

Height Bias at Age 12bull Scalped ndash FVS biasrsquos

were +7 -8 and -39 for SI of 50 55 and 60 respectively

bull Herbicide ndash FVS biass were -48 -57 and -97 for SI of 50 55 and 60 respectively

Further analysis will evaluate model drift

Evaluating Drought Impact on GrowthCompetition impact on resistance resilience to drought

=119861119861119861119861119861119861119889119889119889119889119889119889119889119889119889119889119889119889119861119861119861119861119861119861119901119901119889119889119901119901

=119861119861119861119861119861119861119901119901119901119901119901119901119901119901119861119861119861119861119861119861119901119901119889119889119901119901

Resilience

bull Competition evaluated as relative stand density index (r-SDI)

Trees Per Acre

1985 Drought 2002 Droughtn DBH (in) r-SDI n DBH (in) r-SDI

120 7 29 (10) 003 8 74 (17) 015

195 8 24 (13) 004 8 60 (13) 017

316 7 29 (13) 009 8 60 (11) 028

512 7 19 (06) 007 8 49 (09) 032

830 9 22 (11) 016 9 46 (12) 049

1347 8 16 (06) 014 8 37 (08) 056

2185 8 17 (07) 028 8 37 (06) 089

3551 7 15 (07) 035 8 30 (07) 102

Resistance

bull Droughts identified as periods of PDSI below -25

Mean PDSI -33

Mean PDSI -28

Only showing 8 of 16 densities

Evaluating Drought Impact on GrowthCompetition impact on resistance resilience to droughtbull Strong density dependent

response during 1985 eventbull Many trees above 1 meaning

accelerating growth

bull No significant effect during 2002 eventbull Most trees below 1 meaning

reduced growth

Similar responses have been seen to these droughts in other datasets

But the 1985 drought was more severe so what is going on

Evaluating Drought Impact on GrowthStand development stage impact on resistance resilience researchbull Density dependent growth research makes it

clear that trees follow a sigmoidal curvebull First drought occurred during the up swing of the

sigmoidal curvebull Second drought occurred afterwhile trees began

declining on the sigmoidal curve

bull This provides similar resistanceresilience values to those observed

FVS Bareground Simulations

FVS Simulated Values

Acknowledgements

Jonah Rampini ndash UndergraduateSam Chaplin ndash Undergraduate Mike Battaglia ndash RMRS Seth Ex ndash CSU Chad Hoffman ndash CSU Questions

  • Systematic Planting Designs for Assessing the Controls of Forest Density on Growth
  • Outline
  • Use of Planting Trials in Forestry
  • Use of Planting Trials in Forestry
  • Use of Planting Trials in Forestry
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Understanding Nelder Plots
  • Analytical Challenges
  • Analytical Challenges
  • Black Hills Nelder Plots
  • Slide Number 14
  • Study Design
  • Plot Locations in the Black Hillrsquos Experimental Forest
  • Objectives amp Methods
  • Results
  • Results
  • Growth Rate
  • Validating FVS
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
00625 025 0375 025 00625 Cubic foot Volumes
6 8 11 14 17 19 25 28 31 Plantation Age Cubic Volume per Acre by Plantation Age
Species Arc Aveage Dbh 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 Tpa 6 8 11 14 17 19 25 28 31
DF 1 405 002 011 046 095 159 225 482 618 787 002 010 042 084 140 196 432 582 732 1949 0 0 0 0 0 0 0 0 0
DF 2 274 001 008 030 058 095 129 312 496 609 002 010 037 073 121 167 381 541 667 1619 0 0 0 0 0 0 0 0 0
DF 3 305 002 009 037 066 110 150 363 529 628 001 010 037 071 119 161 362 514 622 1344 0 0 0 0 0 0 0 0 0
DF 4 335 001 010 041 081 138 182 366 479 567 001 010 041 079 132 179 384 516 633 1117 0 0 0 0 0 0 0 0 0
DF 5 354 001 011 047 089 147 202 424 528 688 001 011 048 091 152 209 432 564 715 927 0 0 0 0 0 0 0 0 0
DF 6 386 001 012 053 100 166 238 490 658 851 001 013 057 110 181 247 497 653 837 770 0 0 0 0 0 0 0 0 6448
DF 7 449 002 015 071 141 226 298 576 783 1007 002 014 068 136 220 295 572 742 936 640 0 0 0 0 0 0 0 4746 5989
DF 8 483 002 016 081 165 262 344 644 785 949 002 016 081 165 262 350 658 819 1006 531 0 0 0 0 0 0 3496 4347 5341
DF 9 520 002 017 091 189 293 401 731 868 1044 002 017 094 198 313 417 780 937 1131 441 0 0 0 0 0 0 3441 4131 4990
DF 10 578 002 019 109 236 372 492 954 1127 1346 002 018 107 236 382 505 942 1118 1349 367 0 0 0 0 0 1853 3456 4103 4953
DF 11 645 002 018 122 285 478 621 1130 1353 1652 002 018 117 274 462 608 1117 1322 1608 304 0 0 0 0 1403 1848 3397 4019 4888
DF 12 680 002 017 120 298 528 699 1252 1461 1780 002 017 123 306 540 718 1315 1551 1898 247 0 0 0 0 1335 1774 3247 3832 4687
DF 13 748 001 016 129 340 624 837 1543 1817 2260 001 016 126 337 622 845 1577 1872 2281 200 0 0 0 675 1245 1690 3154 3743 4562
DF 14 803 001 015 129 369 701 977 1876 2249 2685 001 015 128 367 708 987 1909 2295 2775 163 0 0 0 598 1155 1608 3112 3741 4523
DF 15 877 001 015 131 405 823 1172 2331 2849 3422 001 015 127 389 786 1125 2269 2764 3340 132 0 0 0 513 1038 1484 2996 3649 4409
DF 16 895 001 013 119 382 816 1194 2535 3106 3780 001 014 126 407 854 1252 2630 3235 3938 107 0 0 0 436 914 1340 2814 3462 4213
DF 17 972 001 015 131 446 955 1442 3133 3897 4790 001 015 128 428 912 1363 2933 3634 4452 87 0 0 0 372 794 1186 2552 3161 3873
GF 1 362 001 006 030 062 118 189 370 416 590 001 006 026 054 107 166 338 386 555 1949 0 0 0 0 0 0 0 0 0
GF 2 236 001 005 018 038 081 110 263 307 454 001 005 023 047 098 146 306 368 538 1619 0 0 0 0 0 0 0 0 0
GF 3 257 001 005 020 041 097 146 286 368 572 001 005 021 044 098 143 298 392 569 1344 0 0 0 0 0 0 0 0 0
GF 4 280 001 006 024 050 110 157 318 487 641 001 005 024 049 106 154 327 450 637 1117 0 0 0 0 0 0 0 0 0
GF 5 290 001 005 025 052 101 156 359 469 699 001 006 029 060 121 177 389 525 726 927 0 0 0 0 0 0 0 0 0
GF 6 368 001 007 038 079 157 212 483 621 806 001 007 035 076 146 216 482 640 863 770 0 0 0 0 0 0 0 0 6647
GF 7 410 001 008 042 094 167 275 589 792 1063 001 007 040 092 176 262 586 785 1052 640 0 0 0 0 0 0 0 5027 6731
GF 8 439 001 007 041 101 214 305 708 985 1290 001 007 046 110 206 299 671 903 1227 531 0 0 0 0 0 0 3561 4792 6514
GF 9 479 001 008 054 132 225 312 718 925 1370 001 008 054 135 246 342 746 993 1355 441 0 0 0 0 0 0 3289 4379 5975
GF 10 532 001 009 066 168 296 397 774 1041 1350 001 009 063 164 301 409 864 1133 1502 367 0 0 0 0 0 0 3171 4158 5511
GF 11 607 001 010 073 198 389 525 1111 1441 1834 001 009 067 184 353 482 1027 1317 1701 304 0 0 0 0 0 1464 3121 4004 5170
GF 12 613 001 007 063 186 368 511 1156 1431 1818 001 008 065 193 391 546 1193 1496 1932 247 0 0 0 0 0 1349 2947 3695 4772
GF 13 663 001 007 062 202 433 613 1318 1612 2166 001 007 060 195 424 614 1379 1722 2228 200 0 0 0 0 848 1228 2758 3444 4456
GF 14 728 001 006 056 199 474 723 1664 2097 2657 001 006 053 187 441 672 1584 2011 2569 163 0 0 0 0 719 1095 2582 3277 4188
GF 15 746 000 005 042 163 428 691 1767 2330 2917 001 006 045 169 435 699 1767 2283 2888 132 0 0 0 0 574 922 2332 3013 3812
GF 16 774 001 005 036 143 405 690 1867 2390 3016 001 005 040 154 426 718 1942 2544 3228 107 0 0 0 0 456 768 2078 2722 3454
GF 17 818 001 006 040 149 440 773 2228 2990 3844 001 006 039 149 430 747 2109 2799 3579 87 0 0 0 0 374 650 1835 2435 3114
Douglas-fir 571 001 014 087 220 406 565 1126 1388 1697
Grand Fir 506 001 007 043 121 265 399 940 1218 1593
00625 025 0375 025 00625 Plantation Dbh
6 8 11 14 17 19 25 28 31 Plantation Age Dbh and Height Growth for Period 11 to 17 (six years) Dbh and Height Growth for Period 19 to 25 (six years)
Species Arc Aveage Dbh 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 Dbh Inc Htt Inc Rdinc Rhinc Tpa CSI_11 DoH_11 Dbh Inc Htt Inc Rdinc Rhinc Tpa CSI_19 DoH_19
DF 1 405 100 193 315 397 463 520 651 712 772 097 187 299 371 430 480 610 685 740 131 1504 0562 0773 1949 337 1266 130 1637 0587 0889 1949 605 1013
DF 2 274 091 174 260 310 354 389 516 627 671 094 183 284 344 397 438 566 651 696 112 1591 0481 0818 1619 265 1211 127 1695 0576 0920 1619 446 0900
DF 3 305 094 181 280 327 374 409 540 624 656 093 184 283 338 387 423 543 623 661 104 1688 0445 0868 1344 219 1197 120 1748 0544 0949 1344 354 0835
DF 4 335 091 191 296 357 413 444 540 598 624 092 190 297 353 404 440 551 617 655 107 1768 0460 0909 1117 192 1235 112 1773 0505 0963 1117 309 0838
DF 5 354 091 196 314 372 422 462 573 620 675 091 198 316 376 429 469 578 638 686 113 1819 0485 0935 927 171 1297 109 1790 0493 0972 927 279 0872
DF 6 386 089 205 333 394 449 500 614 684 744 093 210 341 408 463 506 616 680 736 122 1848 0521 0949 770 156 1376 110 1808 0496 0982 770 256 0925
DF 7 449 098 229 377 459 516 554 662 740 803 096 223 372 450 507 550 657 722 775 134 1873 0575 0962 640 144 1469 108 1818 0488 0987 640 237 0990
DF 8 483 101 234 404 492 551 591 694 741 779 100 235 403 493 551 596 702 756 802 148 1894 0634 0973 531 132 1573 107 1829 0482 0993 531 220 1062
DF 9 520 105 243 430 529 587 640 742 781 819 102 243 434 538 600 648 760 805 846 166 1909 0712 0981 441 120 1686 112 1848 0508 1003 441 205 1148
DF 10 578 101 254 469 589 657 706 840 881 921 103 249 463 586 660 710 833 876 920 197 1938 0842 0996 367 109 1799 122 1858 0553 1009 367 194 1250
DF 11 645 105 252 495 643 736 786 914 965 1019 102 249 486 632 725 778 907 953 1003 238 1980 1020 1017 304 96 1897 129 1847 0585 1002 304 183 1361
DF 12 680 100 245 497 664 779 839 965 1006 1058 099 246 502 671 785 847 986 1033 1089 284 2011 1215 1033 247 81 1986 139 1828 0628 0992 247 167 1481
DF 13 748 094 242 519 712 848 919 1076 1127 1195 094 242 513 708 845 920 1080 1134 1193 332 2027 1423 1041 200 68 2069 160 1821 0724 0988 200 152 1616
DF 14 803 089 238 522 745 902 994 1184 1248 1302 090 239 520 742 905 996 1189 1254 1315 385 2034 1648 1045 163 56 2128 193 1830 0872 0994 163 139 1757
DF 15 877 087 237 525 781 978 1089 1318 1399 1462 088 236 521 767 956 1066 1297 1376 1441 435 2042 1863 1049 132 46 2163 231 1852 1046 1005 132 124 1886
DF 16 895 089 230 512 770 982 1109 1381 1469 1545 088 235 521 786 996 1125 1395 1485 1561 475 2057 2036 1057 107 37 2183 270 1876 1220 1018 107 109 1987
DF 17 972 089 238 528 818 1048 1199 1514 1622 1710 089 236 524 804 1027 1170 1468 1570 1653 503 2076 2156 1067 87 30 2188 299 1895 1352 1029 87 94 2049
GF 1 362 073 156 267 344 413 479 634 688 738 073 152 252 323 390 444 585 633 689 138 1532 0565 0753 1949 279 1233 141 873 0521 0388 1949 546 0943
GF 2 236 072 143 217 277 334 359 474 504 570 073 148 236 302 367 411 529 578 642 131 1711 0536 0841 1619 217 1197 118 1296 0438 0576 1619 411 0846
GF 3 257 074 144 224 285 357 401 486 541 627 072 147 232 294 361 401 502 564 631 129 1854 0528 0911 1344 177 1200 100 1595 0371 0708 1344 331 0802
GF 4 280 070 153 247 309 381 421 512 619 659 071 151 243 306 372 414 515 590 654 129 1901 0529 0934 1117 154 1247 100 1731 0372 0769 1117 287 0814
GF 5 290 070 152 250 313 366 415 535 596 677 071 158 263 329 394 439 552 625 689 131 1907 0538 0937 927 139 1308 113 1841 0419 0818 927 256 0850
GF 6 368 070 172 295 367 444 480 609 669 722 073 168 287 361 428 479 604 674 738 141 1936 0576 0951 770 128 1381 125 1960 0463 0871 770 238 0904
GF 7 410 079 180 315 397 456 532 658 738 806 076 174 310 395 467 524 658 737 803 157 1984 0645 0975 640 116 1478 134 2070 0496 0919 640 223 0972
GF 8 439 077 170 319 423 517 570 722 823 886 078 177 331 430 506 561 701 786 861 175 2013 0717 0990 531 103 1585 140 2166 0517 0962 531 203 1039
GF 9 479 081 181 357 468 531 579 724 795 907 081 183 356 471 549 599 736 820 900 193 2022 0789 0994 441 94 1684 137 2224 0506 0988 441 184 1107
GF 10 532 084 196 389 519 598 641 749 835 894 082 192 382 514 603 652 786 868 942 220 2040 0902 1002 367 85 1777 135 2253 0499 1001 367 172 1196
GF 11 607 084 204 411 564 683 738 889 974 1037 081 194 397 548 656 710 857 935 1002 259 2054 1062 1010 304 74 1870 146 2292 0542 1018 304 161 1308
GF 12 613 076 182 393 561 681 743 917 981 1045 077 189 397 569 699 764 929 1000 1072 302 2045 1236 1005 247 60 1954 165 2323 0611 1032 247 144 1433
GF 13 663 073 187 397 594 747 820 988 1048 1142 073 182 390 580 736 816 1004 1077 1155 346 2035 1418 1000 200 48 2013 188 2321 0694 1031 200 129 1560
GF 14 728 070 174 379 589 778 884 1106 1192 1267 069 174 374 577 760 863 1084 1171 1249 386 2031 1583 0998 163 37 2058 221 2315 0818 1028 163 113 1684
GF 15 746 061 161 349 557 766 893 1159 1275 1345 067 168 355 561 769 894 1158 1261 1336 414 2005 1695 0986 132 28 2115 263 2320 0975 1030 132 97 1804
GF 16 774 072 166 332 537 764 910 1210 1312 1387 069 168 343 546 772 918 1224 1341 1421 430 1966 1761 0966 107 22 2157 306 2319 1131 1030 107 81 1907
GF 17 818 072 174 343 540 786 955 1315 1460 1555 071 171 340 540 780 940 1279 1411 1500 439 1943 1798 0955 87 18 2155 339 2312 1256 1027 87 68 1969
Douglas-fir 571 095 222 416 550 650 715 866 932 986
Grand Fir 506 074 170 323 450 565 636 805 885 957
00625 025 0375 025 00625 Plantation Heights
6 8 11 14 17 19 25 28 31 Plantation Age
Species Arc Total Of Height 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31 10m Site Smooth 10mReg Smooth Tpa CSI_14 DoH_14 10m Site Tinc 11-17 Tinc 19-25
DF 1 3428 919 1503 2439 3155 3884 4354 5961 6388 6914 916 1492 2416 3159 3920 4403 6041 6489 7000 704 725 98 95 1949 436 1140 867 1946 1842
DF 2 2793 908 1460 2346 3146 3969 4467 6141 6608 7078 912 1487 2406 3184 3997 4511 6206 6694 7201 754 764 92 91 1619 331 1049 867 1946 1842
DF 3 3178 912 1505 2443 3243 4120 4689 6519 7121 7638 903 1490 2423 3238 4111 4669 6417 6928 7466 844 804 84 88 1344 268 1009 867 1946 1842
DF 4 3421 890 1494 2450 3312 4241 4847 6568 7029 7625 890 1492 2452 3301 4221 4822 6595 7088 7690 809 825 89 87 1117 235 1031 867 1946 1842
DF 5 3530 870 1487 2482 3362 4328 4961 6767 7195 7907 877 1493 2481 3355 4300 4933 6723 7207 7871 835 839 88 87 927 211 1080 867 1946 1842
DF 6 3680 864 1490 2491 3377 4322 4999 6822 7358 8043 875 1502 2518 3416 4366 5012 6820 7336 8027 867 854 86 87 770 194 1147 867 1946 1842
DF 7 3959 890 1534 2592 3519 4460 5085 6888 7482 8182 880 1515 2561 3485 4434 5077 6894 7432 8130 863 860 88 88 640 182 1235 867 1946 1842
DF 8 4172 885 1520 2597 3561 4524 5157 6992 7487 8192 882 1522 2587 3531 4481 5123 6952 7474 8176 855 859 90 90 531 170 1333 867 1946 1842
DF 9 4222 874 1518 2590 3531 4467 5128 6954 7442 8144 882 1522 2594 3550 4503 5153 7001 7507 8213 852 862 91 90 441 159 1445 867 1946 1842
DF 10 4313 886 1530 2593 3559 4519 5173 7088 7606 8315 881 1517 2596 3564 4535 5187 7045 7554 8270 881 869 88 89 367 149 1569 867 1946 1842
DF 11 4483 887 1512 2620 3611 4622 5268 7084 7604 8335 870 1494 2587 3572 4566 5215 7062 7576 8313 870 872 89 89 304 136 1687 867 1946 1842
DF 12 4491 841 1448 2548 3548 4560 5207 7048 7556 8325 847 1454 2555 3553 4566 5214 7042 7558 8317 873 872 89 89 247 120 1802 867 1946 1842
DF 13 4502 820 1404 2511 3521 4543 5192 6988 7500 8293 823 1415 2516 3520 4543 5195 7016 7545 8311 867 876 88 87 200 105 1922 867 1946 1842
DF 14 4493 800 1386 2476 3482 4514 5175 7005 7565 8302 808 1388 2485 3487 4519 5177 7007 7562 8322 889 887 85 86 163 92 2037 867 1946 1842
DF 15 4525 804 1374 2482 3470 4513 5179 7030 7624 8385 800 1369 2456 3456 4498 5161 7013 7590 8349 905 900 83 84 132 78 2127 867 1946 1842
DF 16 4404 786 1328 2383 3382 4435 5089 6963 7543 8301 800 1368 2439 3445 4496 5168 7044 7633 8408 906 912 83 82 107 65 2187 867 1946 1842
DF 17 4570 814 1409 2464 3495 4552 5254 7160 7762 8577 806 1386 2445 3465 4521 5208 7103 7698 8496 929 922 81 82 87 55 2221 867 1946 1842
GF 1 2911 775 1300 2204 2733 3609 4312 4827 4600 5672 773 1285 2152 2686 3683 4375 5248 5156 6205 407 538 144 109 1949 370 1205 1003 2035 2251
GF 2 2551 775 1254 2030 2566 3807 4454 6129 6324 7320 765 1266 2095 2652 3805 4496 5793 5873 6904 818 701 71 82 1619 284 1142 1003 2035 2251
GF 3 2740 741 1244 2063 2658 4010 4753 6351 6592 7615 752 1251 2063 2668 3918 4622 6217 6437 7472 857 821 68 71 1344 229 1106 1003 2035 2251
GF 4 2895 750 1254 2060 2741 3957 4642 6366 6659 7732 740 1245 2074 2741 3975 4693 6424 6724 7764 853 867 70 69 1117 199 1112 1003 2035 2251
GF 5 2971 715 1221 2069 2786 3955 4737 6557 6918 7988 732 1249 2126 2859 4033 4757 6598 6964 7966 900 894 69 70 927 180 1139 1003 2035 2251
GF 6 3580 738 1288 2266 3069 4187 4820 6824 7271 8103 725 1254 2185 2984 4120 4861 6821 7250 8201 915 929 71 70 770 167 1187 1003 2035 2251
GF 7 3762 725 1255 2231 3125 4209 5088 7122 7604 8576 713 1244 2197 3048 4181 4944 7014 7488 8438 975 967 68 69 640 155 1268 1003 2035 2251
GF 8 3654 671 1184 2101 2951 4191 4920 7116 7628 8610 702 1234 2188 3074 4201 4954 7120 7621 8612 1019 990 66 68 531 143 1367 1003 2035 2251
GF 9 3977 711 1266 2234 3159 4178 4881 7170 7667 8717 705 1243 2213 3139 4234 4958 7182 7710 8730 982 995 70 69 441 133 1460 1003 2035 2251
GF 10 4336 722 1269 2273 3269 4335 5054 7232 7821 8858 712 1244 2242 3211 4282 4990 7243 7802 8816 991 1000 71 70 367 125 1552 1003 2035 2251
GF 11 4370 720 1223 2271 3269 4362 5058 7372 7955 8927 703 1212 2218 3203 4272 4974 7266 7845 8832 1020 1011 68 69 304 112 1659 1003 2035 2251
GF 12 4252 667 1147 2121 3099 4152 4842 7211 7788 8728 679 1163 2145 3121 4190 4892 7214 7802 8774 1021 1019 67 67 247 96 1776 1003 2035 2251
GF 13 4240 655 1116 2052 2998 4061 4772 7078 7683 8696 656 1120 2063 3028 4098 4811 7132 7728 8697 1020 1024 65 64 200 80 1876 1003 2035 2251
GF 14 4354 644 1102 2033 3010 4099 4844 7134 7735 8672 633 1074 1964 2924 3995 4720 7035 7641 8597 1029 1027 62 62 163 65 1944 1003 2035 2251
GF 15 4127 601 1003 1800 2759 3823 4540 6889 7512 8448 609 1026 1849 2793 3854 4581 6900 7509 8454 1035 1027 59 59 132 50 1997 1003 2035 2251
GF 16 4000 572 952 1701 2601 3636 4365 6677 7274 8217 600 1007 1773 2694 3739 4462 6781 7385 8337 1018 1022 58 57 107 39 2029 1003 2035 2251
GF 17 4050 623 1056 1787 2690 3725 4440 6749 7347 8324 609 1027 1766 2672 3709 4428 6740 7339 8305 1014 1017 57 57 87 32 2026 1003 2035 2251
Douglas-fir 4010 862 1465 2500 3428 4387 5013 6822 7345 8033
Grand Fir 3692 694 1184 2076 2911 4017 4737 6753 7199 8188
00625 025 0375 025 00625
6 8 11 14 17 19 25 28 31
Species Arc Total Of DoH 6 8 11 14 17 19 25 28 31 6 8 11 14 17 19 25 28 31
DF 1 126 173 152 130 120 111 110 098 100 100 171 149 124 112 102 101 091 095 094
DF 2 116 167 143 112 094 083 080 075 085 085 171 146 119 103 092 090 082 087 086
DF 3 114 172 142 115 096 084 079 074 078 076 172 147 118 099 087 083 075 080 079
DF 4 116 176 153 122 103 089 083 073 075 072 176 151 122 101 088 083 074 077 075
DF 5 118 181 156 127 105 089 084 075 076 075 181 158 128 106 091 086 076 078 077
DF 6 123 185 165 135 110 095 090 079 082 081 184 166 136 113 097 091 080 082 080
DF 7 128 185 176 146 123 105 098 085 087 085 186 174 146 122 104 098 084 085 083
DF 8 130 187 182 156 131 112 104 088 087 083 190 182 157 132 113 105 089 089 086
DF 9 138 198 187 167 142 121 113 094 092 088 194 188 168 143 122 114 096 094 090
DF 10 147 196 197 183 157 133 123 105 102 097 198 194 179 156 133 124 104 102 097
DF 11 153 201 196 189 168 146 135 114 111 106 200 198 189 168 145 135 113 110 105
DF 12 159 203 202 197 177 157 145 121 117 111 203 202 197 179 158 147 124 120 114
DF 13 171 206 208 205 192 172 161 136 132 126 202 207 205 191 171 161 136 132 126
DF 14 180 199 213 213 204 184 174 150 145 137 200 211 211 203 185 175 151 146 138
DF 15 190 193 212 214 214 200 192 167 162 153 200 213 215 211 197 188 165 160 152
DF 16 199 212 217 219 218 206 200 177 173 164 203 213 216 217 205 199 177 172 164
DF 17 202 201 209 216 221 212 207 189 186 176 203 211 216 220 210 204 185 181 172
GF 1 134 182 155 127 121 107 103 125 146 125 184 153 123 114 100 094 107 122 107
GF 2 123 188 151 114 099 083 074 069 070 068 186 153 119 106 091 084 087 095 088
GF 3 120 186 152 115 098 082 077 069 073 074 189 155 119 102 086 080 074 079 076
GF 4 127 192 162 127 107 091 084 073 079 076 193 161 124 105 088 081 072 076 074
GF 5 126 199 168 130 107 087 080 072 074 074 199 168 131 109 091 084 074 077 076
GF 6 128 206 175 135 116 099 091 079 079 078 204 176 139 115 096 090 078 079 078
GF 7 130 202 182 153 122 099 095 081 083 081 209 183 151 124 103 096 082 084 082
GF 8 143 223 195 163 134 113 105 088 092 089 212 191 162 134 111 103 086 088 087
GF 9 140 208 193 170 145 118 108 089 090 092 213 197 171 145 120 109 090 091 090
GF 10 143 213 203 180 155 128 115 091 091 088 214 204 180 155 130 118 095 096 093
GF 11 154 217 215 189 166 143 131 105 106 101 218 213 188 167 142 129 103 103 099
GF 12 160 224 221 196 177 152 139 111 109 103 224 221 196 179 155 142 113 111 106
GF 13 173 233 230 206 196 172 157 123 119 114 227 226 202 189 167 155 124 121 115
GF 14 175 225 225 201 192 177 167 136 134 126 228 229 207 196 178 168 137 134 126
GF 15 186 226 234 215 202 188 181 151 149 139 229 231 212 200 188 180 149 148 138
GF 16 194 238 236 220 207 200 194 161 160 148 229 231 216 202 195 190 160 160 149
GF 17 195 223 224 216 198 197 196 172 173 163 227 228 217 201 198 195 168 168 158
Douglas-fir 148 190 183 167 151 135 128 112 111 107
Grand Fir 150 211 195 168 150 132 123 106 107 102
00625 025 0375 025 00625
Species Plot AvgDbh 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 1260 713 1010 723 740 745 800 1043 797 975 1275 1267 1230 1415 1695 1558 1900 1940
DF 6 1123 796 580 599 603 699 707 849 761 780 986 997 1061 1197 1294 1463 1538 1801
DF 7 1045 678 523 638 601 610 666 708 719 759 858 929 970 1111 1293 1446 1589 1764
DF 8 1138 829 667 658 611 686 838 893 763 889 867 1082 1160 1242 1337 1451 1533 1650
DF 9 1109 734 710 692 750 666 683 735 877 821 905 1041 1000 1193 1194 1446 1461 1579
DF 10 1215 1210 7 770 660 68 1240 460 900 843 1058 1058 1180 1203 1448 1625 1573 1837
GF 5 1006 642 480 435 750 1000 777 875 666 898 770 1204 1047 1120 1597 1332 1248 1189
GF 6 1163 570 455 430 65 540 890 862 1020 845 915 1066 1046 1210 1354 1370 1410 1872
GF 7 1084 785 755 765 480 720 672 681 955 660 1044 1186 1049 1273 1254 1166 1535 1546
GF 8 1096 702 545 540 600 7 810 1200 907 997 960 1010 1001 1020 1114 1473 1305 1409
GF 9 1144 828 56 64 640 603 753 816 1200 1187 828 926 1276 1159 1172 1316 1394 1650
GF 10 1046 990 56 1020 763 660 475 780 832 942 840 859 930 978 1310 1422 1293 1706
Douglas-fir 1148 827 698 680 661 681 822 781 803 845 992 1062 1100 1227 1377 1498 1599 1762
Grand Fir 1090 753 559 638 647 704 730 869 930 921 893 1042 1058 1127 1300 1347 1364 1562
Smooth DF 866 731 689 683 718 765 795 821 881 967 1051 1133 1239 1366 1493 1611 1705
Smooth GF 782 645 632 659 702 765 842 898 921 950 1006 1076 1161 1257 1339 1418 1499
00625 025 0375 025 00625
Species Plot AvgHtt 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 8492 7249 8102 7867 8482 8276 8333 8853 8332 8620 8758 8546 8666 9017 8783 8162 8491 9162
DF 6 8418 7176 6991 7770 7592 8228 8415 8545 8642 8351 8648 8383 8569 8543 8570 8602 8266 8894
DF 7 7979 6518 6735 7240 7383 7471 7829 7964 8025 7950 8363 8284 7948 7854 8171 8204 8289 8396
DF 8 8151 7094 6830 7782 7796 8065 8360 8513 7938 8006 7951 8255 8579 8278 8302 8171 8051 8409
DF 9 8099 6573 7046 7494 7465 7549 7452 7565 8073 8074 8142 8357 8182 8305 7976 8460 8500 8452
DF 10 8533 7947 71 8151 8216 79 8837 6681 8416 8389 8785 8542 8274 8768 8735 9200 8393 8635
GF 5 7439 4680 6710 7251 7159 7981 7158 7799 7025 7533 7480 8425 8049 8212 8464 7989 7514 7343
GF 6 8991 4564 7235 7825 77 7827 9204 9036 9532 9210 9358 9372 9191 9221 9375 8529 8463 9191
GF 7 8425 5219 7669 8175 7956 8481 8156 8386 9040 8336 9449 9447 8898 9136 8292 7861 8493 8057
GF 8 8229 6388 7360 7746 8315 80 8508 9580 8965 8961 8938 8719 8347 7946 8103 8729 8002 7908
GF 9 8423 7182 72 76 7699 7686 8146 8340 9388 8777 8485 8346 8890 8698 8256 8648 8456 8607
GF 10 8681 4644 72 6885 7587 8017 7156 8724 8775 9394 9109 8776 8702 8605 9408 8980 7944 8986
Douglas-fir 8279 7093 7134 7717 7822 7915 8204 8020 8238 8232 8441 8394 8370 8461 8423 8467 8332 8658
Grand Fir 8365 5446 7229 7580 7736 7999 8055 8644 8787 8702 8803 8848 8679 8636 8650 8456 8145 8349
Smooth DF 7439 7310 7571 7800 7958 8064 8127 8192 8283 8360 8394 8406 8425 8434 8434 8473 8564
Smooth GF 6755 6791 7424 7751 7961 8214 8496 8685 8754 8780 8772 8717 8652 8568 8431 8318 8305
00625 025 0375 025 00625
Species Plot Total Of DoH 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
DF 5 128 087 110 080 077 079 083 103 084 099 128 127 125 137 169 167 203 185
DF 6 116 099 073 068 070 076 074 087 077 082 100 103 108 122 131 149 163 178
DF 7 114 094 070 078 072 072 075 078 078 083 089 098 107 125 139 156 170 184
DF 8 122 104 086 075 069 073 087 091 084 097 096 114 117 131 141 156 170 177
DF 9 119 101 088 081 089 078 080 085 096 089 098 109 107 126 131 150 151 165
DF 10 124 133 086 083 071 076 123 062 094 088 106 108 125 121 144 155 164 186
GF 5 119 137 064 054 093 111 095 097 084 106 091 125 109 118 170 145 146 144
GF 6 112 115 056 049 074 061 084 082 094 080 085 099 099 114 123 141 148 178
GF 7 113 139 084 083 053 073 072 070 091 069 096 109 101 121 132 131 157 169
GF 8 116 103 065 062 061 077 084 110 087 096 094 099 105 112 119 148 145 153
GF 9 117 100 067 076 074 069 081 086 110 122 085 098 125 117 120 130 143 168
GF 10 106 197 067 132 090 072 059 078 083 088 081 086 092 100 122 138 143 167
Douglas-fir 121 103 086 078 075 076 087 084 086 090 103 110 115 127 143 155 170 179
Grand Fir 114 132 067 076 074 077 079 087 091 093 089 103 105 114 131 139 147 163
Smooth DF 1015 0884 0804 0771 0790 0827 0851 0875 0929 1010 1092 1176 1286 1419 1557 1676 1755
Smooth GF 1078 0900 0769 0752 0774 0810 0858 0898 0918 0945 0998 1072 1168 1280 1389 1490 1575
Spoke Arc Tree Xpt Ypt
0 1 1 2300 2729
0 2 2 2300 2770
0 3 3 2300 2816
0 4 4 2300 2866
0 5 5 2300 2921
0 6 6 2300 2982
0 7 7 2300 3048
0 8 8 2300 3121
0 9 9 2300 3201
0 10 10 2300 3288
0 11 11 2300 3384
0 12 12 2300 3504
0 13 13 2300 3637
0 14 14 2300 3784
0 15 15 2299 3948
0 16 16 2299 4130
0 17 17 2299 4331
0 18 18 2299 4556
1 1 101 2356 2725
1 2 102 2361 2766
1 3 103 2367 2812
1 4 104 2374 2861
1 5 105 2381 2916
1 6 106 2389 2976
1 7 107 2397 3042
1 8 108 2407 3114
1 9 109 2417 3193
1 10 110 2429 3280
1 11 111 2441 3375
1 12 112 2457 3494
1 13 113 2474 3625
1 14 114 2493 3771
1 15 115 2515 3934
1 16 116 2538 4114
1 17 117 2565 4314
1 18 118 2594 4536
2 1 201 2411 2714
2 2 202 2422 2754
2 3 203 2433 2798
2 4 204 2446 2847
2 5 205 2461 2900
2 6 206 2476 2958
2 7 207 2493 3023
2 8 208 2512 3093
2 9 209 2533 3170
2 10 210 2555 3255
2 11 211 2580 3347
2 12 212 2611 3463
2 13 213 2646 3591
2 14 214 2684 3734
2 15 215 2726 3892
2 16 216 2773 4067
2 17 217 2825 4262
2 18 218 2883 4479
3 1 301 2464 2696
3 2 302 2480 2734
3 3 303 2497 2777
3 4 304 2517 2823
3 5 305 2538 2874
3 6 306 2561 2930
3 7 307 2586 2991
3 8 308 2614 3058
3 9 309 2644 3132
3 10 310 2678 3213
3 11 311 2715 3302
3 12 312 2760 3412
3 13 313 2811 3535
3 14 314 2868 3671
3 15 315 2930 3823
3 16 316 3000 3990
3 17 317 3077 4177
3 18 318 3163 4384
4 1 401 2514 2671
4 2 402 2535 2707
4 3 403 2558 2747
4 4 404 2583 2790
4 5 405 2610 2838
4 6 406 2641 2890
4 7 407 2674 2948
4 8 408 2710 3011
4 9 409 2750 3080
4 10 410 2794 3156
4 11 411 2842 3239
4 12 412 2902 3343
4 13 413 2968 3458
4 14 414 3042 3585
4 15 415 3124 3727
4 16 416 3214 3885
4 17 417 3315 4059
4 18 418 3427 4254
5 1 501 2561 2640
5 2 502 2586 2673
5 3 503 2614 2709
5 4 504 2645 2749
5 5 505 2678 2793
5 6 506 2715 2841
5 7 507 2755 2893
5 8 508 2799 2951
5 9 509 2848 3015
5 10 510 2901 3084
5 11 511 2960 3160
5 12 512 3033 3255
5 13 513 3113 3361
5 14 514 3203 3478
5 15 515 3303 3607
5 16 516 3414 3752
5 17 517 3536 3912
5 18 518 3673 4090
6 1 601 2603 2603
6 2 602 2632 2633
6 3 603 2665 2665
6 4 604 2700 2700
6 5 605 2739 2739
6 6 606 2782 2782
6 7 607 2829 2829
6 8 608 2880 2880
6 9 609 2937 2937
6 10 610 2999 2999
6 11 611 3067 3067
6 12 612 3151 3151
6 13 613 3245 3245
6 14 614 3349 3350
6 15 615 3465 3465
6 16 616 3594 3594
6 17 617 3736 3737
6 18 618 3895 3895
7 1 701 2640 2561
7 2 702 2673 2586
7 3 703 2709 2614
7 4 704 2749 2645
7 5 705 2793 2678
7 6 706 2841 2715
7 7 707 2893 2755
7 8 708 2951 2800
7 9 709 3014 2848
7 10 710 3084 2902
7 11 711 3160 2960
7 12 712 3255 3033
7 13 713 3360 3114
7 14 714 3477 3204
7 15 715 3607 3303
7 16 716 3751 3414
7 17 717 3911 3537
7 18 718 4089 3673
8 1 801 2671 2514
8 2 802 2707 2535
8 3 803 2747 2558
8 4 804 2790 2583
8 5 805 2838 2611
8 6 806 2890 2641
8 7 807 2948 2674
8 8 808 3011 2710
8 9 809 3080 2750
8 10 810 3156 2794
8 11 811 3239 2842
8 12 812 3342 2902
8 13 813 3457 2968
8 14 814 3585 3042
8 15 815 3727 3124
8 16 816 3884 3215
8 17 817 4059 3316
8 18 818 4253 3428
9 1 901 2696 2464
9 2 902 2734 2480
9 3 903 2777 2497
9 4 904 2823 2517
9 5 905 2874 2538
9 6 906 2930 2561
9 7 907 2991 2586
9 8 908 3058 2614
9 9 909 3132 2645
9 10 910 3213 2678
9 11 911 3302 2715
9 12 912 3412 2761
9 13 913 3535 2812
9 14 914 3671 2868
9 15 915 3822 2931
9 16 916 3990 3000
9 17 917 4177 3078
9 18 918 4384 3163
10 1 1001 2714 2411
10 2 1002 2754 2422
10 3 1003 2798 2434
10 4 1004 2847 2447
10 5 1005 2900 2461
10 6 1006 2958 2476
10 7 1007 3022 2494
10 8 1008 3093 2512
10 9 1009 3170 2533
10 10 1010 3254 2556
10 11 1011 3347 2581
10 12 1012 3463 2612
10 13 1013 3591 2646
10 14 1014 3733 2684
10 15 1015 3892 2727
10 16 1016 4067 2774
10 17 1017 4262 2826
10 18 1018 4479 2884
11 1 1101 2725 2356
11 2 1102 2766 2361
11 3 1103 2812 2367
11 4 1104 2861 2374
11 5 1105 2916 2381
11 6 1106 2976 2389
11 7 1107 3042 2398
11 8 1108 3114 2407
11 9 1109 3193 2418
11 10 1110 3280 2429
11 11 1111 3375 2442
11 12 1112 3494 2457
11 13 1113 3625 2474
11 14 1114 3771 2494
11 15 1115 3934 2515
11 16 1116 4114 2539
11 17 1117 4314 2565
11 18 1118 4536 2594
12 1 1201 2729 2300
12 2 1202 2770 2300
12 3 1203 2816 2300
12 4 1204 2866 2300
12 5 1205 2921 2300
12 6 1206 2982 2300
12 7 1207 3048 2300
12 8 1208 3121 2300
12 9 1209 3201 2300
12 10 1210 3288 2300
12 11 1211 3384 2300
12 12 1212 3504 2300
12 13 1213 3637 2300
12 14 1214 3784 2300
12 15 1215 3948 2300
12 16 1216 4130 2300
12 17 1217 4331 2300
12 18 1218 4556 2300
13 1 1301 2725 2244
13 2 1302 2766 2239
13 3 1303 2812 2233
13 4 1304 2861 2226
13 5 1305 2916 2219
13 6 1306 2976 2211
13 7 1307 3042 2202
13 8 1308 3114 2193
13 9 1309 3193 2182
13 10 1310 3280 2171
13 11 1311 3375 2158
13 12 1312 3494 2143
13 13 1313 3625 2126
13 14 1314 3771 2106
13 15 1315 3934 2085
13 16 1316 4114 2061
13 17 1317 4314 2035
13 18 1318 4536 2006
14 1 1401 2714 2189
14 2 1402 2754 2178
14 3 1403 2798 2166
14 4 1404 2847 2153
14 5 1405 2900 2139
14 6 1406 2958 2124
14 7 1407 3022 2106
14 8 1408 3093 2088
14 9 1409 3170 2067
14 10 1410 3254 2044
14 11 1411 3347 2019
14 12 1412 3463 1988
14 13 1413 3591 1954
14 14 1414 3733 1916
14 15 1415 3892 1873
14 16 1416 4067 1826
14 17 1417 4262 1774
14 18 1418 4479 1716
15 1 1501 2696 2136
15 2 1502 2734 2120
15 3 1503 2777 2103
15 4 1504 2823 2083
15 5 1505 2874 2062
15 6 1506 2930 2039
15 7 1507 2991 2014
15 8 1508 3058 1986
15 9 1509 3132 1955
15 10 1510 3213 1922
15 11 1511 3302 1885
15 12 1512 3412 1839
15 13 1513 3535 1788
15 14 1514 3671 1732
15 15 1515 3822 1669
15 16 1516 3990 1600
15 17 1517 4177 1522
15 18 1518 4384 1437
16 1 1601 2671 2086
16 2 1602 2707 2065
16 3 1603 2747 2042
16 4 1604 2790 2017
16 5 1605 2838 1989
16 6 1606 2890 1959
16 7 1607 2948 1926
16 8 1608 3011 1890
16 9 1609 3080 1850
16 10 1610 3156 1806
16 11 1611 3239 1758
16 12 1612 3342 1698
16 13 1613 3457 1632
16 14 1614 3585 1558
16 15 1615 3727 1476
16 16 1616 3884 1385
16 17 1617 4059 1284
16 18 1618 4253 1172
17 1 1701 2640 2039
17 2 1702 2673 2014
17 3 1703 2709 1986
17 4 1704 2749 1955
17 5 1705 2793 1922
17 6 1706 2841 1885
17 7 1707 2893 1845
17 8 1708 2951 1800
17 9 1709 3014 1752
17 10 1710 3084 1698
17 11 1711 3160 1640
17 12 1712 3255 1567
17 13 1713 3360 1486
17 14 1714 3477 1396
17 15 1715 3607 1297
17 16 1716 3751 1186
17 17 1717 3911 1063
17 18 1718 4089 927
18 1 1801 2603 1997
18 2 1802 2632 1967
18 3 1803 2665 1935
18 4 1804 2700 1900
18 5 1805 2739 1861
18 6 1806 2782 1818
18 7 1807 2829 1771
18 8 1808 2880 1720
18 9 1809 2937 1663
18 10 1810 2999 1601
18 11 1811 3067 1533
18 12 1812 3151 1449
18 13 1813 3245 1355
18 14 1814 3349 1250
18 15 1815 3465 1135
18 16 1816 3594 1006
18 17 1817 3736 863
18 18 1818 3895 705
19 1 1901 2561 1960
19 2 1902 2586 1927
19 3 1903 2614 1891
19 4 1904 2645 1851
19 5 1905 2678 1807
19 6 1906 2715 1759
19 7 1907 2755 1707
19 8 1908 2799 1649
19 9 1909 2848 1585
19 10 1910 2901 1516
19 11 1911 2960 1440
19 12 1912 3033 1345
19 13 1913 3113 1239
19 14 1914 3203 1122
19 15 1915 3303 993
19 16 1916 3414 848
19 17 1917 3536 688
19 18 1918 3673 510
20 1 2001 2514 1929
20 2 2002 2535 1893
20 3 2003 2558 1853
20 4 2004 2583 1810
20 5 2005 2610 1762
20 6 2006 2641 1710
20 7 2007 2674 1652
20 8 2008 2710 1589
20 9 2009 2750 1520
20 10 2010 2794 1444
20 11 2011 2842 1361
20 12 2012 2902 1257
20 13 2013 2968 1142
20 14 2014 3042 1015
20 15 2015 3124 873
20 16 2016 3214 715
20 17 2017 3315 541
20 18 2018 3427 346
21 1 2101 2464 1904
21 2 2102 2480 1866
21 3 2103 2497 1823
21 4 2104 2517 1777
21 5 2105 2538 1726
21 6 2106 2561 1670
21 7 2107 2586 1609
21 8 2108 2614 1542
21 9 2109 2644 1468
21 10 2110 2678 1387
21 11 2111 2715 1298
21 12 2112 2760 1188
21 13 2113 2811 1065
21 14 2114 2868 929
21 15 2115 2930 777
21 16 2116 3000 610
21 17 2117 3077 423
21 18 2118 3163 216
22 1 2201 2411 1886
22 2 2202 2422 1846
22 3 2203 2433 1802
22 4 2204 2446 1753
22 5 2205 2461 1700
22 6 2206 2476 1642
22 7 2207 2493 1577
22 8 2208 2512 1507
22 9 2209 2533 1430
22 10 2210 2555 1345
22 11 2211 2580 1253
22 12 2212 2611 1137
22 13 2213 2646 1009
22 14 2214 2684 866
22 15 2215 2726 708
22 16 2216 2773 533
22 17 2217 2825 338
22 18 2218 2883 121
23 1 2301 2356 1875
23 2 2302 2361 1834
23 3 2303 2367 1788
23 4 2304 2374 1739
23 5 2305 2381 1684
23 6 2306 2389 1624
23 7 2307 2397 1558
23 8 2308 2407 1486
23 9 2309 2417 1407
23 10 2310 2429 1320
23 11 2311 2441 1225
23 12 2312 2457 1106
23 13 2313 2474 975
23 14 2314 2493 829
23 15 2315 2515 666
23 16 2316 2538 486
23 17 2317 2565 286
23 18 2318 2594 64
24 1 2401 2300 1871
24 2 2402 2300 1830
24 3 2403 2300 1784
24 4 2404 2300 1734
24 5 2405 2300 1679
24 6 2406 2300 1618
24 7 2407 2300 1552
24 8 2408 2300 1479
24 9 2409 2300 1399
24 10 2410 2300 1312
24 11 2411 2300 1216
24 12 2412 2300 1096
24 13 2413 2300 963
24 14 2414 2300 816
24 15 2415 2299 652
24 16 2416 2299 470
24 17 2417 2299 269
24 18 2418 2299 44
25 1 2501 2244 1875
25 2 2502 2239 1834
25 3 2503 2233 1788
25 4 2504 2226 1739
25 5 2505 2219 1684
25 6 2506 2211 1624
25 7 2507 2203 1558
25 8 2508 2193 1486
25 9 2509 2183 1407
25 10 2510 2171 1320
25 11 2511 2159 1225
25 12 2512 2143 1106
25 13 2513 2126 975
25 14 2514 2107 829
25 15 2515 2085 666
25 16 2516 2062 486
25 17 2517 2035 286
25 18 2518 2006 64
26 1 2601 2189 1886
26 2 2602 2178 1846
26 3 2603 2167 1802
26 4 2604 2154 1753
26 5 2605 2139 1700
26 6 2606 2124 1642
26 7 2607 2107 1577
26 8 2608 2088 1507
26 9 2609 2067 1430
26 10 2610 2045 1345
26 11 2611 2020 1253
26 12 2612 1989 1137
26 13 2613 1954 1009
26 14 2614 1916 866
26 15 2615 1874 708
26 16 2616 1827 533
26 17 2617 1775 338
26 18 2618 1717 121
27 1 2701 2136 1904
27 2 2702 2120 1866
27 3 2703 2103 1823
27 4 2704 2083 1777
27 5 2705 2062 1726
27 6 2706 2039 1670
27 7 2707 2014 1609
27 8 2708 1986 1542
27 9 2709 1956 1468
27 10 2710 1922 1387
27 11 2711 1885 1298
27 12 2712 1840 1188
27 13 2713 1789 1065
27 14 2714 1732 929
27 15 2715 1670 777
27 16 2716 1600 610
27 17 2717 1523 423
27 18 2718 1437 216
28 1 2801 2086 1929
28 2 2802 2065 1893
28 3 2803 2042 1853
28 4 2804 2017 1810
28 5 2805 1990 1762
28 6 2806 1959 1710
28 7 2807 1926 1652
28 8 2808 1890 1589
28 9 2809 1850 1520
28 10 2810 1806 1444
28 11 2811 1758 1361
28 12 2812 1698 1257
28 13 2813 1632 1142
28 14 2814 1558 1015
28 15 2815 1476 873
28 16 2816 1386 715
28 17 2817 1285 541
28 18 2818 1173 346
29 1 2901 2039 1960
29 2 2902 2014 1927
29 3 2903 1986 1891
29 4 2904 1955 1851
29 5 2905 1922 1807
29 6 2906 1885 1759
29 7 2907 1845 1707
29 8 2908 1801 1649
29 9 2909 1752 1585
29 10 2910 1699 1516
29 11 2911 1640 1440
29 12 2912 1567 1345
29 13 2913 1487 1239
29 14 2914 1397 1122
29 15 2915 1297 993
29 16 2916 1186 848
29 17 2917 1064 688
29 18 2918 927 510
30 1 3001 1997 1997
30 2 3002 1968 1967
30 3 3003 1935 1935
30 4 3004 1900 1900
30 5 3005 1861 1861
30 6 3006 1818 1818
30 7 3007 1771 1771
30 8 3008 1720 1720
30 9 3009 1663 1663
30 10 3010 1601 1601
30 11 3011 1533 1533
30 12 3012 1449 1449
30 13 3013 1355 1355
30 14 3014 1251 1250
30 15 3015 1135 1135
30 16 3016 1006 1006
30 17 3017 864 863
30 18 3018 705 705
31 1 3101 1960 2039
31 2 3102 1927 2014
31 3 3103 1891 1986
31 4 3104 1851 1955
31 5 3105 1807 1922
31 6 3106 1759 1885
31 7 3107 1707 1845
31 8 3108 1649 1800
31 9 3109 1586 1752
31 10 3110 1516 1698
31 11 3111 1440 1640
31 12 3112 1345 1567
31 13 3113 1240 1486
31 14 3114 1123 1396
31 15 3115 993 1297
31 16 3116 849 1186
31 17 3117 689 1063
31 18 3118 511 927
32 1 3201 1929 2086
32 2 3202 1893 2065
32 3 3203 1853 2042
32 4 3204 1810 2017
32 5 3205 1762 1989
32 6 3206 1710 1959
32 7 3207 1652 1926
32 8 3208 1589 1890
32 9 3209 1520 1850
32 10 3210 1444 1806
32 11 3211 1361 1758
32 12 3212 1258 1698
32 13 3213 1143 1632
32 14 3214 1015 1558
32 15 3215 873 1476
32 16 3216 716 1385
32 17 3217 541 1284
32 18 3218 347 1172
33 1 3301 1904 2136
33 2 3302 1866 2120
33 3 3303 1823 2103
33 4 3304 1777 2083
33 5 3305 1726 2062
33 6 3306 1670 2039
33 7 3307 1609 2014
33 8 3308 1542 1986
33 9 3309 1468 1955
33 10 3310 1387 1922
33 11 3311 1298 1885
33 12 3312 1188 1839
33 13 3313 1065 1788
33 14 3314 929 1732
33 15 3315 778 1669
33 16 3316 610 1600
33 17 3317 423 1522
33 18 3318 216 1437
34 1 3401 1886 2189
34 2 3402 1846 2178
34 3 3403 1802 2166
34 4 3404 1753 2153
34 5 3405 1700 2139
34 6 3406 1642 2124
34 7 3407 1578 2106
34 8 3408 1507 2088
34 9 3409 1430 2067
34 10 3410 1346 2044
34 11 3411 1253 2019
34 12 3412 1137 1988
34 13 3413 1009 1954
34 14 3414 867 1916
34 15 3415 708 1873
34 16 3416 533 1826
34 17 3417 338 1774
34 18 3418 121 1716
35 1 3501 1875 2244
35 2 3502 1834 2239
35 3 3503 1788 2233
35 4 3504 1739 2226
35 5 3505 1684 2219
35 6 3506 1624 2211
35 7 3507 1558 2202
35 8 3508 1486 2193
35 9 3509 1407 2182
35 10 3510 1320 2171
35 11 3511 1225 2158
35 12 3512 1106 2143
35 13 3513 975 2126
35 14 3514 829 2106
35 15 3515 666 2085
35 16 3516 486 2061
35 17 3517 286 2035
35 18 3518 64 2006
36 1 3601 1871 2300
36 2 3602 1830 2300
36 3 3603 1784 2300
36 4 3604 1734 2300
36 5 3605 1679 2300
36 6 3606 1618 2300
36 7 3607 1552 2300
36 8 3608 1479 2300
36 9 3609 1399 2300
36 10 3610 1312 2300
36 11 3611 1216 2300
36 12 3612 1096 2300
36 13 3613 963 2300
36 14 3614 816 2300
36 15 3615 652 2300
36 16 3616 470 2300
36 17 3617 269 2300
36 18 3618 44 2300
37 1 3701 1875 2356
37 2 3702 1834 2361
37 3 3703 1788 2367
37 4 3704 1739 2374
37 5 3705 1684 2381
37 6 3706 1624 2389
37 7 3707 1558 2398
37 8 3708 1486 2407
37 9 3709 1407 2418
37 10 3710 1320 2429
37 11 3711 1225 2442
37 12 3712 1106 2457
37 13 3713 975 2474
37 14 3714 829 2494
37 15 3715 666 2515
37 16 3716 486 2539
37 17 3717 286 2565
37 18 3718 64 2594
38 1 3801 1886 2411
38 2 3802 1846 2422
38 3 3803 1802 2434
38 4 3804 1753 2447
38 5 3805 1700 2461
38 6 3806 1642 2476
38 7 3807 1578 2494
38 8 3808 1507 2512
38 9 3809 1430 2533
38 10 3810 1346 2556
38 11 3811 1253 2581
38 12 3812 1137 2612
38 13 3813 1009 2646
38 14 3814 867 2684
38 15 3815 708 2727
38 16 3816 533 2774
38 17 3817 338 2826
38 18 3818 121 2884
39 1 3901 1904 2464
39 2 3902 1866 2480
39 3 3903 1823 2497
39 4 3904 1777 2517
39 5 3905 1726 2538
39 6 3906 1670 2561
39 7 3907 1609 2586
39 8 3908 1542 2614
39 9 3909 1468 2645
39 10 3910 1387 2678
39 11 3911 1298 2715
39 12 3912 1188 2761
39 13 3913 1065 2812
39 14 3914 929 2868
39 15 3915 778 2931
39 16 3916 610 3000
39 17 3917 423 3078
39 18 3918 216 3163
40 1 4001 1929 2514
40 2 4002 1893 2535
40 3 4003 1853 2558
40 4 4004 1810 2583
40 5 4005 1762 2611
40 6 4006 1710 2641
40 7 4007 1652 2674
40 8 4008 1589 2710
40 9 4009 1520 2750
40 10 4010 1444 2794
40 11 4011 1361 2842
40 12 4012 1258 2902
40 13 4013 1143 2968
40 14 4014 1015 3042
40 15 4015 873 3124
40 16 4016 716 3215
40 17 4017 541 3316
40 18 4018 347 3428
41 1 4101 1960 2561
41 2 4102 1927 2586
41 3 4103 1891 2614
41 4 4104 1851 2645
41 5 4105 1807 2678
41 6 4106 1759 2715
41 7 4107 1707 2755
41 8 4108 1649 2800
41 9 4109 1586 2848
41 10 4110 1516 2902
41 11 4111 1440 2960
41 12 4112 1345 3033
41 13 4113 1240 3114
41 14 4114 1123 3204
41 15 4115 993 3303
41 16 4116 849 3414
41 17 4117 689 3537
41 18 4118 511 3673
42 1 4201 1997 2603
42 2 4202 1968 2633
42 3 4203 1935 2665
42 4 4204 1900 2700
42 5 4205 1861 2739
42 6 4206 1818 2782
42 7 4207 1771 2829
42 8 4208 1720 2880
42 9 4209 1663 2937
42 10 4210 1601 2999
42 11 4211 1533 3067
42 12 4212 1449 3151
42 13 4213 1355 3245
42 14 4214 1251 3350
42 15 4215 1135 3465
42 16 4216 1006 3594
42 17 4217 864 3737
42 18 4218 705 3895
43 1 4301 2039 2640
43 2 4302 2014 2673
43 3 4303 1986 2709
43 4 4304 1955 2749
43 5 4305 1922 2793
43 6 4306 1885 2841
43 7 4307 1845 2893
43 8 4308 1801 2951
43 9 4309 1752 3015
43 10 4310 1699 3084
43 11 4311 1640 3160
43 12 4312 1567 3255
43 13 4313 1487 3361
43 14 4314 1397 3478
43 15 4315 1297 3607
43 16 4316 1186 3752
43 17 4317 1064 3912
43 18 4318 927 4090
44 1 4401 2086 2671
44 2 4402 2065 2707
44 3 4403 2042 2747
44 4 4404 2017 2790
44 5 4405 1990 2838
44 6 4406 1959 2890
44 7 4407 1926 2948
44 8 4408 1890 3011
44 9 4409 1850 3080
44 10 4410 1806 3156
44 11 4411 1758 3239
44 12 4412 1698 3343
44 13 4413 1632 3458
44 14 4414 1558 3585
44 15 4415 1476 3727
44 16 4416 1386 3885
44 17 4417 1285 4059
44 18 4418 1173 4254
45 1 4501 2136 2696
45 2 4502 2120 2734
45 3 4503 2103 2777
45 4 4504 2083 2823
45 5 4505 2062 2874
45 6 4506 2039 2930
45 7 4507 2014 2991
45 8 4508 1986 3058
45 9 4509 1956 3132
45 10 4510 1922 3213
45 11 4511 1885 3302
45 12 4512 1840 3412
45 13 4513 1789 3535
45 14 4514 1732 3671
45 15 4515 1670 3823
45 16 4516 1600 3990
45 17 4517 1523 4177
45 18 4518 1437 4384
46 1 4601 2189 2714
46 2 4602 2178 2754
46 3 4603 2167 2798
46 4 4604 2154 2847
46 5 4605 2139 2900
46 6 4606 2124 2958
46 7 4607 2107 3023
46 8 4608 2088 3093
46 9 4609 2067 3170
46 10 4610 2045 3255
46 11 4611 2020 3347
46 12 4612 1989 3463
46 13 4613 1954 3591
46 14 4614 1916 3734
46 15 4615 1874 3892
46 16 4616 1827 4067
46 17 4617 1775 4262
46 18 4618 1717 4479
47 1 4701 2244 2725
47 2 4702 2239 2766
47 3 4703 2233 2812
47 4 4704 2226 2861
47 5 4705 2219 2916
47 6 4706 2211 2976
47 7 4707 2203 3042
47 8 4708 2193 3114
47 9 4709 2183 3193
47 10 4710 2171 3280
47 11 4711 2159 3375
47 12 4712 2143 3494
47 13 4713 2126 3625
47 14 4714 2107 3771
47 15 4715 2085 3934
47 16 4716 2062 4114
47 17 4717 2035 4314
47 18 4718 2006 4536
48 1 4801 2300 2729
48 2 4802 2300 2770
48 3 4803 2300 2816
48 4 4804 2300 2866
48 5 4805 2300 2921
48 6 4806 2300 2982
48 7 4807 2300 3048
48 8 4808 2300 3121
48 9 4809 2300 3201
48 10 4810 2300 3288
48 11 4811 2300 3384
48 12 4812 2300 3504
48 13 4813 2300 3637
48 14 4814 2300 3784
48 15 4815 2299 3948
48 16 4816 2299 4130
48 17 4817 2299 4331
48 18 4818 2299 4556
Nelder Plot Designs
West East
Xpost Ypost Xpost Ypost
North 0 180 180 180
South 0 0 180 0
Xoffset 230
Yoffset 230
Treesacre 1949 1619 1344 1117 927 770 640 531 441 367 304 247 200 163 132 107 87 70
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Spoke Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Xpt Spoke Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt Ypt
0 000 2300 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2299 3948 2299 4130 2299 4331 2299 4556 0 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 0 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556
1 750 2356 2725 2361 2766 2367 2812 2374 2861 2381 2916 2389 2976 2397 3042 2407 3114 2417 3193 2429 3280 2441 3375 2457 3494 2474 3625 2493 3771 2515 3934 2538 4114 2565 4314 2594 4536 1 2356 2361 2367 2374 2381 2389 2397 2407 2417 2429 2441 2457 2474 2493 2515 2538 2565 2594 1 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536
2 1500 2411 2714 2422 2754 2433 2798 2446 2847 2461 2900 2476 2958 2493 3023 2512 3093 2533 3170 2555 3255 2580 3347 2611 3463 2646 3591 2684 3734 2726 3892 2773 4067 2825 4262 2883 4479 2 2411 2422 2433 2446 2461 2476 2493 2512 2533 2555 2580 2611 2646 2684 2726 2773 2825 2883 2 2714 2754 2798 2847 2900 2958 3023 3093 3170 3255 3347 3463 3591 3734 3892 4067 4262 4479
3 2250 2464 2696 2480 2734 2497 2777 2517 2823 2538 2874 2561 2930 2586 2991 2614 3058 2644 3132 2678 3213 2715 3302 2760 3412 2811 3535 2868 3671 2930 3823 3000 3990 3077 4177 3163 4384 3 2464 2480 2497 2517 2538 2561 2586 2614 2644 2678 2715 2760 2811 2868 2930 3000 3077 3163 3 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3823 3990 4177 4384
4 3001 2514 2671 2535 2707 2558 2747 2583 2790 2610 2838 2641 2890 2674 2948 2710 3011 2750 3080 2794 3156 2842 3239 2902 3343 2968 3458 3042 3585 3124 3727 3214 3885 3315 4059 3427 4254 4 2514 2535 2558 2583 2610 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3214 3315 3427 4 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3343 3458 3585 3727 3885 4059 4254
5 3751 2561 2640 2586 2673 2614 2709 2645 2749 2678 2793 2715 2841 2755 2893 2799 2951 2848 3015 2901 3084 2960 3160 3033 3255 3113 3361 3203 3478 3303 3607 3414 3752 3536 3912 3673 4090 5 2561 2586 2614 2645 2678 2715 2755 2799 2848 2901 2960 3033 3113 3203 3303 3414 3536 3673 5 2640 2673 2709 2749 2793 2841 2893 2951 3015 3084 3160 3255 3361 3478 3607 3752 3912 4090
6 4501 2603 2603 2632 2633 2665 2665 2700 2700 2739 2739 2782 2782 2829 2829 2880 2880 2937 2937 2999 2999 3067 3067 3151 3151 3245 3245 3349 3350 3465 3465 3594 3594 3736 3737 3895 3895 6 2603 2632 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3349 3465 3594 3736 3895 6 2603 2633 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3350 3465 3594 3737 3895
7 5251 2640 2561 2673 2586 2709 2614 2749 2645 2793 2678 2841 2715 2893 2755 2951 2800 3014 2848 3084 2902 3160 2960 3255 3033 3360 3114 3477 3204 3607 3303 3751 3414 3911 3537 4089 3673 7 2640 2673 2709 2749 2793 2841 2893 2951 3014 3084 3160 3255 3360 3477 3607 3751 3911 4089 7 2561 2586 2614 2645 2678 2715 2755 2800 2848 2902 2960 3033 3114 3204 3303 3414 3537 3673
8 6001 2671 2514 2707 2535 2747 2558 2790 2583 2838 2611 2890 2641 2948 2674 3011 2710 3080 2750 3156 2794 3239 2842 3342 2902 3457 2968 3585 3042 3727 3124 3884 3215 4059 3316 4253 3428 8 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3342 3457 3585 3727 3884 4059 4253 8 2514 2535 2558 2583 2611 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3215 3316 3428
9 6751 2696 2464 2734 2480 2777 2497 2823 2517 2874 2538 2930 2561 2991 2586 3058 2614 3132 2645 3213 2678 3302 2715 3412 2761 3535 2812 3671 2868 3822 2931 3990 3000 4177 3078 4384 3163 9 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3822 3990 4177 4384 9 2464 2480 2497 2517 2538 2561 2586 2614 2645 2678 2715 2761 2812 2868 2931 3000 3078 3163
10 7502 2714 2411 2754 2422 2798 2434 2847 2447 2900 2461 2958 2476 3022 2494 3093 2512 3170 2533 3254 2556 3347 2581 3463 2612 3591 2646 3733 2684 3892 2727 4067 2774 4262 2826 4479 2884 10 2714 2754 2798 2847 2900 2958 3022 3093 3170 3254 3347 3463 3591 3733 3892 4067 4262 4479 10 2411 2422 2434 2447 2461 2476 2494 2512 2533 2556 2581 2612 2646 2684 2727 2774 2826 2884
11 8252 2725 2356 2766 2361 2812 2367 2861 2374 2916 2381 2976 2389 3042 2398 3114 2407 3193 2418 3280 2429 3375 2442 3494 2457 3625 2474 3771 2494 3934 2515 4114 2539 4314 2565 4536 2594 11 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536 11 2356 2361 2367 2374 2381 2389 2398 2407 2418 2429 2442 2457 2474 2494 2515 2539 2565 2594
12 9002 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2300 3948 2300 4130 2300 4331 2300 4556 2300 12 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556 12 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300
13 9752 2725 2244 2766 2239 2812 2233 2861 2226 2916 2219 2976 2211 3042 2202 3114 2193 3193 2182 3280 2171 3375 2158 3494 2143 3625 2126 3771 2106 3934 2085 4114 2061 4314 2035 4536 2006 13 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536 13 2244 2239 2233 2226 2219 2211 2202 2193 2182 2171 2158 2143 2126 2106 2085 2061 2035 2006
14 10502 2714 2189 2754 2178 2798 2166 2847 2153 2900 2139 2958 2124 3022 2106 3093 2088 3170 2067 3254 2044 3347 2019 3463 1988 3591 1954 3733 1916 3892 1873 4067 1826 4262 1774 4479 1716 14 2714 2754 2798 2847 2900 2958 3022 3093 3170 3254 3347 3463 3591 3733 3892 4067 4262 4479 14 2189 2178 2166 2153 2139 2124 2106 2088 2067 2044 2019 1988 1954 1916 1873 1826 1774 1716
15 11252 2696 2136 2734 2120 2777 2103 2823 2083 2874 2062 2930 2039 2991 2014 3058 1986 3132 1955 3213 1922 3302 1885 3412 1839 3535 1788 3671 1732 3822 1669 3990 1600 4177 1522 4384 1437 15 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3822 3990 4177 4384 15 2136 2120 2103 2083 2062 2039 2014 1986 1955 1922 1885 1839 1788 1732 1669 1600 1522 1437
16 12002 2671 2086 2707 2065 2747 2042 2790 2017 2838 1989 2890 1959 2948 1926 3011 1890 3080 1850 3156 1806 3239 1758 3342 1698 3457 1632 3585 1558 3727 1476 3884 1385 4059 1284 4253 1172 16 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3342 3457 3585 3727 3884 4059 4253 16 2086 2065 2042 2017 1989 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1385 1284 1172
17 12753 2640 2039 2673 2014 2709 1986 2749 1955 2793 1922 2841 1885 2893 1845 2951 1800 3014 1752 3084 1698 3160 1640 3255 1567 3360 1486 3477 1396 3607 1297 3751 1186 3911 1063 4089 927 17 2640 2673 2709 2749 2793 2841 2893 2951 3014 3084 3160 3255 3360 3477 3607 3751 3911 4089 17 2039 2014 1986 1955 1922 1885 1845 1800 1752 1698 1640 1567 1486 1396 1297 1186 1063 927
18 13503 2603 1997 2632 1967 2665 1935 2700 1900 2739 1861 2782 1818 2829 1771 2880 1720 2937 1663 2999 1601 3067 1533 3151 1449 3245 1355 3349 1250 3465 1135 3594 1006 3736 863 3895 705 18 2603 2632 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3349 3465 3594 3736 3895 18 1997 1967 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1250 1135 1006 863 705
19 14253 2561 1960 2586 1927 2614 1891 2645 1851 2678 1807 2715 1759 2755 1707 2799 1649 2848 1585 2901 1516 2960 1440 3033 1345 3113 1239 3203 1122 3303 993 3414 848 3536 688 3673 510 19 2561 2586 2614 2645 2678 2715 2755 2799 2848 2901 2960 3033 3113 3203 3303 3414 3536 3673 19 1960 1927 1891 1851 1807 1759 1707 1649 1585 1516 1440 1345 1239 1122 993 848 688 510
20 15003 2514 1929 2535 1893 2558 1853 2583 1810 2610 1762 2641 1710 2674 1652 2710 1589 2750 1520 2794 1444 2842 1361 2902 1257 2968 1142 3042 1015 3124 873 3214 715 3315 541 3427 346 20 2514 2535 2558 2583 2610 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3214 3315 3427 20 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1257 1142 1015 873 715 541 346
21 15753 2464 1904 2480 1866 2497 1823 2517 1777 2538 1726 2561 1670 2586 1609 2614 1542 2644 1468 2678 1387 2715 1298 2760 1188 2811 1065 2868 929 2930 777 3000 610 3077 423 3163 216 21 2464 2480 2497 2517 2538 2561 2586 2614 2644 2678 2715 2760 2811 2868 2930 3000 3077 3163 21 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 777 610 423 216
22 16503 2411 1886 2422 1846 2433 1802 2446 1753 2461 1700 2476 1642 2493 1577 2512 1507 2533 1430 2555 1345 2580 1253 2611 1137 2646 1009 2684 866 2726 708 2773 533 2825 338 2883 121 22 2411 2422 2433 2446 2461 2476 2493 2512 2533 2555 2580 2611 2646 2684 2726 2773 2825 2883 22 1886 1846 1802 1753 1700 1642 1577 1507 1430 1345 1253 1137 1009 866 708 533 338 121
23 17253 2356 1875 2361 1834 2367 1788 2374 1739 2381 1684 2389 1624 2397 1558 2407 1486 2417 1407 2429 1320 2441 1225 2457 1106 2474 975 2493 829 2515 666 2538 486 2565 286 2594 64 23 2356 2361 2367 2374 2381 2389 2397 2407 2417 2429 2441 2457 2474 2493 2515 2538 2565 2594 23 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64
24 18004 2300 1871 2300 1830 2300 1784 2300 1734 2300 1679 2300 1618 2300 1552 2300 1479 2300 1399 2300 1312 2300 1216 2300 1096 2300 963 2300 816 2299 652 2299 470 2299 269 2299 44 24 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 24 1871 1830 1784 1734 1679 1618 1552 1479 1399 1312 1216 1096 963 816 652 470 269 44
25 18754 2244 1875 2239 1834 2233 1788 2226 1739 2219 1684 2211 1624 2203 1558 2193 1486 2183 1407 2171 1320 2159 1225 2143 1106 2126 975 2107 829 2085 666 2062 486 2035 286 2006 64 25 2244 2239 2233 2226 2219 2211 2203 2193 2183 2171 2159 2143 2126 2107 2085 2062 2035 2006 25 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64
26 19504 2189 1886 2178 1846 2167 1802 2154 1753 2139 1700 2124 1642 2107 1577 2088 1507 2067 1430 2045 1345 2020 1253 1989 1137 1954 1009 1916 866 1874 708 1827 533 1775 338 1717 121 26 2189 2178 2167 2154 2139 2124 2107 2088 2067 2045 2020 1989 1954 1916 1874 1827 1775 1717 26 1886 1846 1802 1753 1700 1642 1577 1507 1430 1345 1253 1137 1009 866 708 533 338 121
27 20254 2136 1904 2120 1866 2103 1823 2083 1777 2062 1726 2039 1670 2014 1609 1986 1542 1956 1468 1922 1387 1885 1298 1840 1188 1789 1065 1732 929 1670 777 1600 610 1523 423 1437 216 27 2136 2120 2103 2083 2062 2039 2014 1986 1956 1922 1885 1840 1789 1732 1670 1600 1523 1437 27 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 777 610 423 216
28 21004 2086 1929 2065 1893 2042 1853 2017 1810 1990 1762 1959 1710 1926 1652 1890 1589 1850 1520 1806 1444 1758 1361 1698 1257 1632 1142 1558 1015 1476 873 1386 715 1285 541 1173 346 28 2086 2065 2042 2017 1990 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1386 1285 1173 28 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1257 1142 1015 873 715 541 346
29 21754 2039 1960 2014 1927 1986 1891 1955 1851 1922 1807 1885 1759 1845 1707 1801 1649 1752 1585 1699 1516 1640 1440 1567 1345 1487 1239 1397 1122 1297 993 1186 848 1064 688 927 510 29 2039 2014 1986 1955 1922 1885 1845 1801 1752 1699 1640 1567 1487 1397 1297 1186 1064 927 29 1960 1927 1891 1851 1807 1759 1707 1649 1585 1516 1440 1345 1239 1122 993 848 688 510
30 22505 1997 1997 1968 1967 1935 1935 1900 1900 1861 1861 1818 1818 1771 1771 1720 1720 1663 1663 1601 1601 1533 1533 1449 1449 1355 1355 1251 1250 1135 1135 1006 1006 864 863 705 705 30 1997 1968 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1251 1135 1006 864 705 30 1997 1967 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1250 1135 1006 863 705
31 23255 1960 2039 1927 2014 1891 1986 1851 1955 1807 1922 1759 1885 1707 1845 1649 1800 1586 1752 1516 1698 1440 1640 1345 1567 1240 1486 1123 1396 993 1297 849 1186 689 1063 511 927 31 1960 1927 1891 1851 1807 1759 1707 1649 1586 1516 1440 1345 1240 1123 993 849 689 511 31 2039 2014 1986 1955 1922 1885 1845 1800 1752 1698 1640 1567 1486 1396 1297 1186 1063 927
32 24005 1929 2086 1893 2065 1853 2042 1810 2017 1762 1989 1710 1959 1652 1926 1589 1890 1520 1850 1444 1806 1361 1758 1258 1698 1143 1632 1015 1558 873 1476 716 1385 541 1284 347 1172 32 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1258 1143 1015 873 716 541 347 32 2086 2065 2042 2017 1989 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1385 1284 1172
33 24755 1904 2136 1866 2120 1823 2103 1777 2083 1726 2062 1670 2039 1609 2014 1542 1986 1468 1955 1387 1922 1298 1885 1188 1839 1065 1788 929 1732 778 1669 610 1600 423 1522 216 1437 33 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 778 610 423 216 33 2136 2120 2103 2083 2062 2039 2014 1986 1955 1922 1885 1839 1788 1732 1669 1600 1522 1437
34 25505 1886 2189 1846 2178 1802 2166 1753 2153 1700 2139 1642 2124 1578 2106 1507 2088 1430 2067 1346 2044 1253 2019 1137 1988 1009 1954 867 1916 708 1873 533 1826 338 1774 121 1716 34 1886 1846 1802 1753 1700 1642 1578 1507 1430 1346 1253 1137 1009 867 708 533 338 121 34 2189 2178 2166 2153 2139 2124 2106 2088 2067 2044 2019 1988 1954 1916 1873 1826 1774 1716
35 26255 1875 2244 1834 2239 1788 2233 1739 2226 1684 2219 1624 2211 1558 2202 1486 2193 1407 2182 1320 2171 1225 2158 1106 2143 975 2126 829 2106 666 2085 486 2061 286 2035 64 2006 35 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64 35 2244 2239 2233 2226 2219 2211 2202 2193 2182 2171 2158 2143 2126 2106 2085 2061 2035 2006
36 27005 1871 2300 1830 2300 1784 2300 1734 2300 1679 2300 1618 2300 1552 2300 1479 2300 1399 2300 1312 2300 1216 2300 1096 2300 963 2300 816 2300 652 2300 470 2300 269 2300 44 2300 36 1871 1830 1784 1734 1679 1618 1552 1479 1399 1312 1216 1096 963 816 652 470 269 44 36 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300
37 27756 1875 2356 1834 2361 1788 2367 1739 2374 1684 2381 1624 2389 1558 2398 1486 2407 1407 2418 1320 2429 1225 2442 1106 2457 975 2474 829 2494 666 2515 486 2539 286 2565 64 2594 37 1875 1834 1788 1739 1684 1624 1558 1486 1407 1320 1225 1106 975 829 666 486 286 64 37 2356 2361 2367 2374 2381 2389 2398 2407 2418 2429 2442 2457 2474 2494 2515 2539 2565 2594
38 28506 1886 2411 1846 2422 1802 2434 1753 2447 1700 2461 1642 2476 1578 2494 1507 2512 1430 2533 1346 2556 1253 2581 1137 2612 1009 2646 867 2684 708 2727 533 2774 338 2826 121 2884 38 1886 1846 1802 1753 1700 1642 1578 1507 1430 1346 1253 1137 1009 867 708 533 338 121 38 2411 2422 2434 2447 2461 2476 2494 2512 2533 2556 2581 2612 2646 2684 2727 2774 2826 2884
39 29256 1904 2464 1866 2480 1823 2497 1777 2517 1726 2538 1670 2561 1609 2586 1542 2614 1468 2645 1387 2678 1298 2715 1188 2761 1065 2812 929 2868 778 2931 610 3000 423 3078 216 3163 39 1904 1866 1823 1777 1726 1670 1609 1542 1468 1387 1298 1188 1065 929 778 610 423 216 39 2464 2480 2497 2517 2538 2561 2586 2614 2645 2678 2715 2761 2812 2868 2931 3000 3078 3163
40 30006 1929 2514 1893 2535 1853 2558 1810 2583 1762 2611 1710 2641 1652 2674 1589 2710 1520 2750 1444 2794 1361 2842 1258 2902 1143 2968 1015 3042 873 3124 716 3215 541 3316 347 3428 40 1929 1893 1853 1810 1762 1710 1652 1589 1520 1444 1361 1258 1143 1015 873 716 541 347 40 2514 2535 2558 2583 2611 2641 2674 2710 2750 2794 2842 2902 2968 3042 3124 3215 3316 3428
41 30756 1960 2561 1927 2586 1891 2614 1851 2645 1807 2678 1759 2715 1707 2755 1649 2800 1586 2848 1516 2902 1440 2960 1345 3033 1240 3114 1123 3204 993 3303 849 3414 689 3537 511 3673 41 1960 1927 1891 1851 1807 1759 1707 1649 1586 1516 1440 1345 1240 1123 993 849 689 511 41 2561 2586 2614 2645 2678 2715 2755 2800 2848 2902 2960 3033 3114 3204 3303 3414 3537 3673
42 31506 1997 2603 1968 2633 1935 2665 1900 2700 1861 2739 1818 2782 1771 2829 1720 2880 1663 2937 1601 2999 1533 3067 1449 3151 1355 3245 1251 3350 1135 3465 1006 3594 864 3737 705 3895 42 1997 1968 1935 1900 1861 1818 1771 1720 1663 1601 1533 1449 1355 1251 1135 1006 864 705 42 2603 2633 2665 2700 2739 2782 2829 2880 2937 2999 3067 3151 3245 3350 3465 3594 3737 3895
43 32256 2039 2640 2014 2673 1986 2709 1955 2749 1922 2793 1885 2841 1845 2893 1801 2951 1752 3015 1699 3084 1640 3160 1567 3255 1487 3361 1397 3478 1297 3607 1186 3752 1064 3912 927 4090 43 2039 2014 1986 1955 1922 1885 1845 1801 1752 1699 1640 1567 1487 1397 1297 1186 1064 927 43 2640 2673 2709 2749 2793 2841 2893 2951 3015 3084 3160 3255 3361 3478 3607 3752 3912 4090
44 33007 2086 2671 2065 2707 2042 2747 2017 2790 1990 2838 1959 2890 1926 2948 1890 3011 1850 3080 1806 3156 1758 3239 1698 3343 1632 3458 1558 3585 1476 3727 1386 3885 1285 4059 1173 4254 44 2086 2065 2042 2017 1990 1959 1926 1890 1850 1806 1758 1698 1632 1558 1476 1386 1285 1173 44 2671 2707 2747 2790 2838 2890 2948 3011 3080 3156 3239 3343 3458 3585 3727 3885 4059 4254
45 33757 2136 2696 2120 2734 2103 2777 2083 2823 2062 2874 2039 2930 2014 2991 1986 3058 1956 3132 1922 3213 1885 3302 1840 3412 1789 3535 1732 3671 1670 3823 1600 3990 1523 4177 1437 4384 45 2136 2120 2103 2083 2062 2039 2014 1986 1956 1922 1885 1840 1789 1732 1670 1600 1523 1437 45 2696 2734 2777 2823 2874 2930 2991 3058 3132 3213 3302 3412 3535 3671 3823 3990 4177 4384
46 34507 2189 2714 2178 2754 2167 2798 2154 2847 2139 2900 2124 2958 2107 3023 2088 3093 2067 3170 2045 3255 2020 3347 1989 3463 1954 3591 1916 3734 1874 3892 1827 4067 1775 4262 1717 4479 46 2189 2178 2167 2154 2139 2124 2107 2088 2067 2045 2020 1989 1954 1916 1874 1827 1775 1717 46 2714 2754 2798 2847 2900 2958 3023 3093 3170 3255 3347 3463 3591 3734 3892 4067 4262 4479
47 35257 2244 2725 2239 2766 2233 2812 2226 2861 2219 2916 2211 2976 2203 3042 2193 3114 2183 3193 2171 3280 2159 3375 2143 3494 2126 3625 2107 3771 2085 3934 2062 4114 2035 4314 2006 4536 47 2244 2239 2233 2226 2219 2211 2203 2193 2183 2171 2159 2143 2126 2107 2085 2062 2035 2006 47 2725 2766 2812 2861 2916 2976 3042 3114 3193 3280 3375 3494 3625 3771 3934 4114 4314 4536
48 36007 2300 2729 2300 2770 2300 2816 2300 2866 2300 2921 2300 2982 2300 3048 2300 3121 2300 3201 2300 3288 2300 3384 2300 3504 2300 3637 2300 3784 2299 3948 2299 4130 2299 4331 2299 4556 48 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2300 2299 2299 2299 2299 48 2729 2770 2816 2866 2921 2982 3048 3121 3201 3288 3384 3504 3637 3784 3948 4130 4331 4556
Nelder Plot Designs
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt
0 000 -00 429 -00 470 -00 516 -00 566 -00 621 -00 682 -00 748 -00 821 -00 901 -00 988 -00 1084 -00 1204 -00 1337 -00 1484 -01 1648 -01 1830 -01 2031 -01 2256
1 750 56 425 61 466 67 512 74 561 81 616 89 676 97 742 107 814 117 893 129 980 141 1075 157 1194 174 1325 193 1471 215 1634 238 1814 265 2014 294 2236
2 1500 111 414 122 454 133 498 146 547 161 600 176 658 193 723 212 793 233 870 255 955 280 1047 311 1163 346 1291 384 1434 426 1592 473 1767 525 1962 583 2179
3 2250 164 396 180 434 197 477 217 523 238 574 261 630 286 691 314 758 344 832 378 913 415 1002 460 1112 511 1235 568 1371 630 1523 700 1690 777 1877 863 2084
4 3001 214 371 235 407 258 447 283 490 310 538 341 590 374 648 410 711 450 780 494 856 542 939 602 1043 668 1158 742 1285 824 1427 914 1585 1015 1759 1127 1954
5 3751 261 340 286 373 314 409 345 449 378 493 415 541 455 593 499 651 548 715 601 784 660 860 733 955 813 1061 903 1178 1003 1307 1114 1452 1236 1612 1373 1790
6 4501 303 303 332 333 365 365 400 400 439 439 482 482 529 529 580 580 637 637 699 699 767 767 851 851 945 945 1049 1050 1165 1165 1294 1294 1436 1437 1595 1595
7 5251 340 261 373 286 409 314 449 345 493 378 541 415 593 455 651 500 714 548 784 602 860 660 955 733 1060 814 1177 904 1307 1003 1451 1114 1611 1237 1789 1373
8 6001 371 214 407 235 447 258 490 283 538 311 590 341 648 374 711 410 780 450 856 494 939 542 1042 602 1157 668 1285 742 1427 824 1584 915 1759 1016 1953 1128
9 6751 396 164 434 180 477 197 523 217 574 238 630 261 691 286 758 314 832 345 913 378 1002 415 1112 461 1235 512 1371 568 1522 631 1690 700 1877 778 2084 863
10 7502 414 111 454 122 498 134 547 147 600 161 658 176 722 194 793 212 870 233 954 256 1047 281 1163 312 1291 346 1433 384 1592 427 1767 474 1962 526 2179 584
11 8252 425 56 466 61 512 67 561 74 616 81 676 89 742 98 814 107 893 118 980 129 1075 142 1194 157 1325 174 1471 194 1634 215 1814 239 2014 265 2236 294
12 9002 429 00 470 00 516 00 566 00 621 00 682 00 748 00 821 00 901 00 988 00 1084 00 1204 00 1337 00 1484 00 1648 00 1830 00 2031 00 2256 00
13 9752 425 -56 466 -61 512 -67 561 -74 616 -81 676 -89 742 -98 814 -107 893 -118 980 -129 1075 -142 1194 -157 1325 -174 1471 -194 1634 -215 1814 -239 2014 -265 2236 -294
14 10502 414 -111 454 -122 498 -134 547 -147 600 -161 658 -176 722 -194 793 -212 870 -233 954 -256 1047 -281 1163 -312 1291 -346 1433 -384 1592 -427 1767 -474 1962 -526 2179 -584
15 11252 396 -164 434 -180 477 -197 523 -217 574 -238 630 -261 691 -286 758 -314 832 -345 913 -378 1002 -415 1112 -461 1235 -512 1371 -568 1522 -631 1690 -700 1877 -778 2084 -863
16 12002 371 -214 407 -235 447 -258 490 -283 538 -311 590 -341 648 -374 711 -410 780 -450 856 -494 939 -542 1042 -602 1157 -668 1285 -742 1427 -824 1584 -915 1759 -1016 1953 -1128
17 12753 340 -261 373 -286 409 -314 449 -345 493 -378 541 -415 593 -455 651 -500 714 -548 784 -602 860 -660 955 -733 1060 -814 1177 -904 1307 -1003 1451 -1114 1611 -1237 1789 -1373
18 13503 303 -303 332 -333 365 -365 400 -400 439 -439 482 -482 529 -529 580 -580 637 -637 699 -699 767 -767 851 -851 945 -945 1049 -1050 1165 -1165 1294 -1294 1436 -1437 1595 -1595
19 14253 261 -340 286 -373 314 -409 345 -449 378 -493 415 -541 455 -593 499 -651 548 -715 601 -784 660 -860 733 -955 813 -1061 903 -1178 1003 -1307 1114 -1452 1236 -1612 1373 -1790
20 15003 214 -371 235 -407 258 -447 283 -490 310 -538 341 -590 374 -648 410 -711 450 -780 494 -856 542 -939 602 -1043 668 -1158 742 -1285 824 -1427 914 -1585 1015 -1759 1127 -1954
21 15753 164 -396 180 -434 197 -477 217 -523 238 -574 261 -630 286 -691 314 -758 344 -832 378 -913 415 -1002 460 -1112 511 -1235 568 -1371 630 -1523 700 -1690 777 -1877 863 -2084
22 16503 111 -414 122 -454 133 -498 146 -547 161 -600 176 -658 193 -723 212 -793 233 -870 255 -955 280 -1047 311 -1163 346 -1291 384 -1434 426 -1592 473 -1767 525 -1962 583 -2179
23 17253 56 -425 61 -466 67 -512 74 -561 81 -616 89 -676 97 -742 107 -814 117 -893 129 -980 141 -1075 157 -1194 174 -1325 193 -1471 215 -1634 238 -1814 265 -2014 294 -2236
24 18004 -00 -429 -00 -470 -00 -516 -00 -566 -00 -621 -00 -682 -00 -748 -00 -821 -00 -901 -00 -988 -00 -1084 -00 -1204 -00 -1337 -00 -1484 -01 -1648 -01 -1830 -01 -2031 -01 -2256
25 18754 -56 -425 -61 -466 -67 -512 -74 -561 -81 -616 -89 -676 -97 -742 -107 -814 -117 -893 -129 -980 -141 -1075 -157 -1194 -174 -1325 -193 -1471 -215 -1634 -238 -1814 -265 -2014 -294 -2236
26 19504 -111 -414 -122 -454 -133 -498 -146 -547 -161 -600 -176 -658 -193 -723 -212 -793 -233 -870 -255 -955 -280 -1047 -311 -1163 -346 -1291 -384 -1434 -426 -1592 -473 -1767 -525 -1962 -583 -2179
27 20254 -164 -396 -180 -434 -197 -477 -217 -523 -238 -574 -261 -630 -286 -691 -314 -758 -344 -832 -378 -913 -415 -1002 -460 -1112 -511 -1235 -568 -1371 -630 -1523 -700 -1690 -777 -1877 -863 -2084
28 21004 -214 -371 -235 -407 -258 -447 -283 -490 -310 -538 -341 -590 -374 -648 -410 -711 -450 -780 -494 -856 -542 -939 -602 -1043 -668 -1158 -742 -1285 -824 -1427 -914 -1585 -1015 -1759 -1127 -1954
29 21754 -261 -340 -286 -373 -314 -409 -345 -449 -378 -493 -415 -541 -455 -593 -499 -651 -548 -715 -601 -784 -660 -860 -733 -955 -813 -1061 -903 -1178 -1003 -1307 -1114 -1452 -1236 -1612 -1373 -1790
30 22505 -303 -303 -332 -333 -365 -365 -400 -400 -439 -439 -482 -482 -529 -529 -580 -580 -637 -637 -699 -699 -767 -767 -851 -851 -945 -945 -1049 -1050 -1165 -1165 -1294 -1294 -1436 -1437 -1595 -1595
31 23255 -340 -261 -373 -286 -409 -314 -449 -345 -493 -378 -541 -415 -593 -455 -651 -500 -714 -548 -784 -602 -860 -660 -955 -733 -1060 -814 -1177 -904 -1307 -1003 -1451 -1114 -1611 -1237 -1789 -1373
32 24005 -371 -214 -407 -235 -447 -258 -490 -283 -538 -311 -590 -341 -648 -374 -711 -410 -780 -450 -856 -494 -939 -542 -1042 -602 -1157 -668 -1285 -742 -1427 -824 -1584 -915 -1759 -1016 -1953 -1128
33 24755 -396 -164 -434 -180 -477 -197 -523 -217 -574 -238 -630 -261 -691 -286 -758 -314 -832 -345 -913 -378 -1002 -415 -1112 -461 -1235 -512 -1371 -568 -1522 -631 -1690 -700 -1877 -778 -2084 -863
34 25505 -414 -111 -454 -122 -498 -134 -547 -147 -600 -161 -658 -176 -722 -194 -793 -212 -870 -233 -954 -256 -1047 -281 -1163 -312 -1291 -346 -1433 -384 -1592 -427 -1767 -474 -1962 -526 -2179 -584
35 26255 -425 -56 -466 -61 -512 -67 -561 -74 -616 -81 -676 -89 -742 -98 -814 -107 -893 -118 -980 -129 -1075 -142 -1194 -157 -1325 -174 -1471 -194 -1634 -215 -1814 -239 -2014 -265 -2236 -294
36 27005 -429 00 -470 00 -516 00 -566 00 -621 00 -682 00 -748 00 -821 00 -901 00 -988 00 -1084 00 -1204 00 -1337 00 -1484 00 -1648 00 -1830 00 -2031 00 -2256 00
37 27756 -425 56 -466 61 -512 67 -561 74 -616 81 -676 89 -742 98 -814 107 -893 118 -980 129 -1075 142 -1194 157 -1325 174 -1471 194 -1634 215 -1814 239 -2014 265 -2236 294
38 28506 -414 111 -454 122 -498 134 -547 147 -600 161 -658 176 -722 194 -793 212 -870 233 -954 256 -1047 281 -1163 312 -1291 346 -1433 384 -1592 427 -1767 474 -1962 526 -2179 584
39 29256 -396 164 -434 180 -477 197 -523 217 -574 238 -630 261 -691 286 -758 314 -832 345 -913 378 -1002 415 -1112 461 -1235 512 -1371 568 -1522 631 -1690 700 -1877 778 -2084 863
40 30006 -371 214 -407 235 -447 258 -490 283 -538 311 -590 341 -648 374 -711 410 -780 450 -856 494 -939 542 -1042 602 -1157 668 -1285 742 -1427 824 -1584 915 -1759 1016 -1953 1128
41 30756 -340 261 -373 286 -409 314 -449 345 -493 378 -541 415 -593 455 -651 500 -714 548 -784 602 -860 660 -955 733 -1060 814 -1177 904 -1307 1003 -1451 1114 -1611 1237 -1789 1373
42 31506 -303 303 -332 333 -365 365 -400 400 -439 439 -482 482 -529 529 -580 580 -637 637 -699 699 -767 767 -851 851 -945 945 -1049 1050 -1165 1165 -1294 1294 -1436 1437 -1595 1595
43 32256 -261 340 -286 373 -314 409 -345 449 -378 493 -415 541 -455 593 -499 651 -548 715 -601 784 -660 860 -733 955 -813 1061 -903 1178 -1003 1307 -1114 1452 -1236 1612 -1373 1790
44 33007 -214 371 -235 407 -258 447 -283 490 -310 538 -341 590 -374 648 -410 711 -450 780 -494 856 -542 939 -602 1043 -668 1158 -742 1285 -824 1427 -914 1585 -1015 1759 -1127 1954
45 33757 -164 396 -180 434 -197 477 -217 523 -238 574 -261 630 -286 691 -314 758 -344 832 -378 913 -415 1002 -460 1112 -511 1235 -568 1371 -630 1523 -700 1690 -777 1877 -863 2084
46 34507 -111 414 -122 454 -133 498 -146 547 -161 600 -176 658 -193 723 -212 793 -233 870 -255 955 -280 1047 -311 1163 -346 1291 -384 1434 -426 1592 -473 1767 -525 1962 -583 2179
47 35257 -56 425 -61 466 -67 512 -74 561 -81 616 -89 676 -97 742 -107 814 -117 893 -129 980 -141 1075 -157 1194 -174 1325 -193 1471 -215 1634 -238 1814 -265 2014 -294 2236
48 36007 -00 429 -00 470 -00 516 -00 566 -00 621 -00 682 -00 748 -00 821 -00 901 -00 988 -00 1084 -00 1204 -00 1337 -00 1484 -01 1648 -01 1830 -01 2031 -01 2256
Nelder Plot Designs
of Arcs 16 MinDens 247 per hect
Rectangularity 141 MaxDens 4000 per hect
Rate of Change 10972664521
Angle between Spokes 01309260715 First 130619356715
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
Spoke Treeshec 4816 4000 3322 2759 2292 1904 1581 1313 1091 906 752 610 495 402 326 264 214 174
Area (sqm) 208 250 301 362 436 525 633 762 917 1104 1329 1639 2020 2490 3070 3785 4666 5752
Side (m) 144 158 173 190 209 229 251 276 303 332 365 405 449 499 554 615 683 758
7502 Radius (m) 1306 1433 1573 1726 1893 2078 2280 2501 2745 3012 3305 3669 4074 4523 5022 5577 6192 6875
Radius (feet) 429 470 516 566 621 682 748 821 901 988 1084 1204 1337 1484 1648 1830 2031 2256
Spoke Angle Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt Xpt Ypt
0 00 4285 000 4702 000 5160 000 5661 000 6212 000 6816 000 7479 000 8207 000 9005 000 9881 000 10842 000 12038 000 13366 000 14841 000 16478 000 18296 000 20314 000 22555 000
1 75 4249 559 4662 614 5115 674 5613 739 6159 811 6758 890 7415 976 8137 1071 8928 1176 9796 1290 10749 1415 11935 1572 13252 1745 14714 1937 16337 2151 18139 2389 20140 2652 22362 2945
2 150 4139 1109 4542 1217 4984 1336 5468 1466 6000 1608 6584 1765 7224 1936 7927 2125 8698 2331 9544 2558 10473 2807 11628 3116 12911 3460 14335 3842 15916 4266 17672 4736 19622 5259 21786 5839
3 225 3959 1640 4344 1800 4767 1975 5230 2167 5739 2378 6297 2609 6910 2863 7582 3141 8319 3447 9129 3782 10016 4150 11121 4608 12348 5116 13711 5680 15223 6307 16903 7003 18767 7775 20838 8633
4 300 3711 2143 4072 2352 4468 2580 4903 2831 5380 3107 5903 3409 6477 3740 7107 4104 7798 4503 8557 4941 9389 5422 10425 6020 11575 6684 12852 7422 14270 8241 15844 9150 17592 10159 19532 11280
5 375 3400 2609 3730 2863 4093 3142 4491 3447 4928 3782 5407 4150 5933 4554 6510 4997 7144 5483 7838 6016 8601 6601 9550 7330 10603 8138 11773 9036 13072 10033 14514 11140 16115 12369 17892 13733
6 450 3030 3031 3324 3326 3648 3649 4003 4004 4392 4393 4819 4821 5288 5290 5802 5804 6367 6369 6986 6988 7665 7668 8511 8514 9450 9453 10492 10496 11650 11654 12935 12939 14362 14367 15946 15952
7 525 2608 3400 2862 3731 3140 4094 3446 4492 3781 4929 4149 5409 4552 5935 4995 6512 5481 7145 6014 7840 6599 8603 7327 9552 8135 10606 9032 11776 10029 13075 11135 14517 12364 16119 13727 17897
8 600 2142 3712 2350 4073 2579 4469 2830 4904 3105 5381 3407 5904 3738 6478 4102 7108 4501 7800 4939 8558 5419 9391 6017 10427 6681 11577 7418 12854 8236 14272 9145 15847 10153 17595 11274 19536
9 675 1639 3960 1798 4345 1973 4767 2165 5231 2376 5740 2607 6298 2861 6911 3139 7583 3444 8320 3779 9130 4147 10018 4604 11123 5112 12350 5676 13712 6302 15225 6998 16905 7769 18770 8627 20840
10 750 1108 4140 1216 4542 1334 4984 1464 5469 1606 6001 1762 6585 1934 7225 2122 7928 2328 8699 2555 9545 2803 10473 3113 11629 3456 12912 3837 14336 4261 15918 4731 17674 5253 19623 5832 21788
11 825 558 4249 612 4662 672 5116 737 5613 809 6159 888 6758 974 7416 1069 8137 1173 8928 1287 9797 1412 10750 1568 11936 1741 13252 1933 14714 2146 16338 2383 18140 2646 20141 2938 22363
12 900181 -001 4285 -001 4702 -002 5160 -002 5661 -002 6212 -002 6816 -002 7479 -003 8207 -003 9005 -003 9881 -003 10842 -004 12038 -004 13366 -005 14841 -005 16478 -006 18296 -006 20314 -007 22555
Treesacre 1949 1619 1344 1117 927 770 640 531 441 367 304 247 200 163 132 107 87 70
Acres 015 018 022 026 031 037 044 053 063 075 090 110 135 166 204 250 307 378
6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6
8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8
11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11
14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14
17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17
19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19
25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25 25
28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28 28
31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31
Page 6: Systematic Planting Designs for Assessing the Controls of
Page 7: Systematic Planting Designs for Assessing the Controls of
Page 8: Systematic Planting Designs for Assessing the Controls of
Page 9: Systematic Planting Designs for Assessing the Controls of
Page 10: Systematic Planting Designs for Assessing the Controls of
Page 11: Systematic Planting Designs for Assessing the Controls of
Page 12: Systematic Planting Designs for Assessing the Controls of
Page 13: Systematic Planting Designs for Assessing the Controls of
Page 14: Systematic Planting Designs for Assessing the Controls of
Page 15: Systematic Planting Designs for Assessing the Controls of
Page 16: Systematic Planting Designs for Assessing the Controls of
Page 17: Systematic Planting Designs for Assessing the Controls of
Page 18: Systematic Planting Designs for Assessing the Controls of
Page 19: Systematic Planting Designs for Assessing the Controls of
Page 20: Systematic Planting Designs for Assessing the Controls of
Page 21: Systematic Planting Designs for Assessing the Controls of
Page 22: Systematic Planting Designs for Assessing the Controls of
Page 23: Systematic Planting Designs for Assessing the Controls of
Page 24: Systematic Planting Designs for Assessing the Controls of
Page 25: Systematic Planting Designs for Assessing the Controls of
Page 26: Systematic Planting Designs for Assessing the Controls of
Page 27: Systematic Planting Designs for Assessing the Controls of
Page 28: Systematic Planting Designs for Assessing the Controls of
Page 29: Systematic Planting Designs for Assessing the Controls of
Page 30: Systematic Planting Designs for Assessing the Controls of
Page 31: Systematic Planting Designs for Assessing the Controls of
Page 32: Systematic Planting Designs for Assessing the Controls of
Page 33: Systematic Planting Designs for Assessing the Controls of
Page 34: Systematic Planting Designs for Assessing the Controls of
Page 35: Systematic Planting Designs for Assessing the Controls of
Page 36: Systematic Planting Designs for Assessing the Controls of
Page 37: Systematic Planting Designs for Assessing the Controls of
Page 38: Systematic Planting Designs for Assessing the Controls of
Page 39: Systematic Planting Designs for Assessing the Controls of
Page 40: Systematic Planting Designs for Assessing the Controls of
Page 41: Systematic Planting Designs for Assessing the Controls of
Page 42: Systematic Planting Designs for Assessing the Controls of
Page 43: Systematic Planting Designs for Assessing the Controls of
Page 44: Systematic Planting Designs for Assessing the Controls of
Page 45: Systematic Planting Designs for Assessing the Controls of
Page 46: Systematic Planting Designs for Assessing the Controls of
Page 47: Systematic Planting Designs for Assessing the Controls of
Page 48: Systematic Planting Designs for Assessing the Controls of
Page 49: Systematic Planting Designs for Assessing the Controls of
Page 50: Systematic Planting Designs for Assessing the Controls of
Page 51: Systematic Planting Designs for Assessing the Controls of
Page 52: Systematic Planting Designs for Assessing the Controls of
Page 53: Systematic Planting Designs for Assessing the Controls of
Page 54: Systematic Planting Designs for Assessing the Controls of
Page 55: Systematic Planting Designs for Assessing the Controls of
Page 56: Systematic Planting Designs for Assessing the Controls of
Page 57: Systematic Planting Designs for Assessing the Controls of
Page 58: Systematic Planting Designs for Assessing the Controls of
Page 59: Systematic Planting Designs for Assessing the Controls of
Page 60: Systematic Planting Designs for Assessing the Controls of
Page 61: Systematic Planting Designs for Assessing the Controls of
Page 62: Systematic Planting Designs for Assessing the Controls of
Page 63: Systematic Planting Designs for Assessing the Controls of
Page 64: Systematic Planting Designs for Assessing the Controls of
Page 65: Systematic Planting Designs for Assessing the Controls of
Page 66: Systematic Planting Designs for Assessing the Controls of
Page 67: Systematic Planting Designs for Assessing the Controls of
Page 68: Systematic Planting Designs for Assessing the Controls of
Page 69: Systematic Planting Designs for Assessing the Controls of
Page 70: Systematic Planting Designs for Assessing the Controls of
Page 71: Systematic Planting Designs for Assessing the Controls of
Page 72: Systematic Planting Designs for Assessing the Controls of
Page 73: Systematic Planting Designs for Assessing the Controls of
Page 74: Systematic Planting Designs for Assessing the Controls of
Page 75: Systematic Planting Designs for Assessing the Controls of
Page 76: Systematic Planting Designs for Assessing the Controls of
Page 77: Systematic Planting Designs for Assessing the Controls of
Page 78: Systematic Planting Designs for Assessing the Controls of