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Ministerie van Verkeer en Waterstaat 325 oktober 2011 Data collection Member StateLCB1 LCB2LCB3 BE514 DK EE13 11 FR3 GE3218 UK2139 LT521 LV NL1436 PL7726 total Data collection
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25 oktober 2011
2nd phase intercalibration
CBGIG Macrophytes
Rob Portielje
2 25 oktober 2011Ministerie van Verkeer en Waterstaat
Steps in intercalibration
• Data collection
• National methods development
• Choice of intercalibration option
• Reference sites / benchmark standardisation
• Relationships with pressure
• Harmonisation
• Issues remaining
3 25 oktober 2011Ministerie van Verkeer en Waterstaat
Data collectionMember State LCB1 LCB2 LCB3BE 5 14
DK 25 62 24
EE 13 13 11
FR 3
GE 32 18
UK 21 39
LT 5 21
LV 67 45 26
NL 14 36
PL 77 26
total 259 274 64
Data collection
4 25 oktober 2011Ministerie van Verkeer en Waterstaat
Lake typology
Common IC type Type characteristics MS sharing IC common type
LCB1 Shallow (3-15 m), alkalinity > 1 meq/l
All countries except FR
LCB2 Very shallow (<3 m), alkalinity > 1 meq/l
All countries except FR
LCB3 Shallow (3-15 m), alkalinity < 1 meq/l
EE, LV & DK. UK has lakes of similar type in NGIG. FR has LCB3 lakes not comparable to the others due to large geographic differences. Intercalibration for LCB3 not possible due to large geographical differences and lack of data.
5 25 oktober 2011Ministerie van Verkeer en Waterstaat
National methods
Member State Status Belgium Fl 1a
Denmark 2 (draft boundaries within range)
Estonia 1a
France 1b (LCB3)
Germany 1b
Latvia 1b
Lithuania 1b
Netherlands 1b
Poland 1b
UK 1b (draft boundaries within range)
1a: finalized formally agreed national method, 1b intercalibrated but not formally agreed (NOTE: we added this category)2: intercalibration-ready finalized method3: method under development4: no method developed
6 25 oktober 2011Ministerie van Verkeer en Waterstaat
Compliance and feasibility checks• Different methods use variety of indicators for taxonomic composition
as well as macrophytes abundance
• All methods respond to eutrophication
• Several method were adjusted because of insufficient correlation (R<0.5) with the (pseudo) common metric
• FR method was not taken into account for comparisons (decision at June 2011 meeting Amsterdam)
• Nine methods to be intercalibrated:– BE-FL, DK, EE, GE, LT, LV, NL, PL, UK
7 25 oktober 2011Ministerie van Verkeer en Waterstaat
GIG explored options 2 and 3a
Option 2• Common metric was developed based on (WISER):
– trophic index for species composition– Max depth or cover for macrophyte abundance
• Attempts for boundary setting for the common metric• Not all countries could apply common metric• Not all countries have sufficient number of lakes for both LCB1 and LCB2Option 2 comparison was not possible
Option 3a All methods could be applied to sufficient number of lakes for LCB1/LCB2 PL method was applied only to PL lakes (77 LCB1, 26 LCB2) Option 3a was chosen
Choice of intercalibration option
8 25 oktober 2011Ministerie van Verkeer en Waterstaat
LCB1 LCB2 LCB3 totalLV 4 1 4 9LT 2 2PL 4 1 5NL 1 1EE 2 1 3UK 1 1FR 2 2
total 9 7 7 23
BE no reference lakesGE no reference lakesDK no reference lakes
Reference lakes/ benchmark standardisation
Conclusion:
-Insufficient number of true reference sites
-Same problem for alternative benchmark sites
Choice for continuous benchmark standardisation
9 25 oktober 2011Ministerie van Verkeer en Waterstaat
Benchmark sites
total LCB1 LCB2BE 8 4 4DK 63 20 43EE 22 12 10GE 45 30 15GB 31 13 18LT 21 0 21LV 105 64 41NL 38 10 28PL 93 69 24
Sites for continuous benchmarking standardisation based on range of total-P from 0 to 0.2 mg P/l
10 25 oktober 2011Ministerie van Verkeer en Waterstaat
Benchmark standardisation factors
methodlakes GB GE PL LV NL BE LT EE DK
GB -0.03 -0.03 -0.05 -0.01 -0.09 -0.02 0.03 -0.01
GE -0.05 0.05 0.05 0.03 0.05 0.05
PL -0.01 -0.03 0.00 -0.01 -0.03 0.15 -0.04 -0.03 -0.03
LV 0.07 0.09 -0.01 0.01 -0.01 0.10 0.07 0.09
NL -0.09 -0.01 0.01 -0.01 -0.09 0.04 -0.09 -0.05
BE -0.05 -0.03 0.01 0.05 0.00 -0.18 0.05 0.01
LT 0.07 0.01 -0.17 -0.07 0.06 -0.05
EE 0.09 -0.03 0.03 0.09 0.05 -0.04 -0.01 0.09
DK -0.03 -0.05 0.05 -0.01 -0.15 -0.10 -0.05
11 25 oktober 2011Ministerie van Verkeer en Waterstaat
Relationships with pressures
Relationship with pressure
Pearson R
Ln UK GE PL LV NL BE-FL
LT EE DK
LCB1 TP -0.53 -0.42 -0.52 -0.39 -0.48 -0.33 -0.41 -0.64 -0.52
TN -0.32 -0.51 -0.57 -0.41 -0.48 -0.29 -0.39 -0.60 -0.50
Chl-a -0.47 -0.46 -0.71 -0.52 -0.57 -0.28 -0.41 -0.58 -0.61
LCB2 TP -0.50 -0.29 -0.32 -0.47 -0.38 -0.36 -0.34 -0.51 -0.39
TN -0.35 -0.30 -0.70 -0.37 -0.31 -0.29 -0.46 -0.50 -0.28
Chl-a -0.53 -0.39 -0.64 -0.52 -0.54 -0.36 -0.47 -0.55 -0.50
All relationships significant at p<0.001, except PL for LCB2 with TP (R=-0.32, n=26, p=0.112)
12 25 oktober 2011Ministerie van Verkeer en Waterstaat
Relationship of PCM with pressures
Pearson RLCB1 LCB2
ln(TP) -0.57 -0.56ln(TN) -0.50 -0.45ln(Chl-a) -0.59 -0.62 LCB1 EQR = -0.08ln(TP) + 0.33
R2 = 0.32
0
0.2
0.4
0.6
0.8
1
-5 -4 -3 -2 -1 0 1
ln(TP)
EQR
PC
M
LCB2 EQR = -0.09ln(TP) + 0.31R2 = 0.32
0
0.2
0.4
0.6
0.8
1
-5 -4 -3 -2 -1 0 1
ln(TP)
EQR
PC
M
13 25 oktober 2011Ministerie van Verkeer en Waterstaat
Harmonisation
• MS with largest deviations from accepted range of comparability criteria were adjusted first several iterations
• This was achieved in two ways:– Adjustment of class boundaries for individual indicators
(preferable from ecological point of view, but cannot be achieved for all member states)
– Adjusting of standardised EQR class boundaries
• Band width was fixed at the CBGIG macrophytes Copenhagen meeting in September 2011
14 25 oktober 2011Ministerie van Verkeer en Waterstaat
Results Copenhagen meeting 26-27 September 2011
LCB1 UK GE PL LV NL BE-FL LT EE DKR >0.5 0.62 0.72 0.74 0.64 0.79 0.50 0.60 0.75 0.75Class agreement <1.0 0.71 0.69 0.65 0.73 0.61 0.78 0.83 0.64 0.66HG_Bias -0.25 +0.25 0.52 0.20 -0.11 -0.22 0.07 -0.46 -0.33 -0.21 0.19GM_Bias -0.25 +0.25 0.40 0.02 -0.13 -0.24 -0.05 -0.06 -0.03 -0.12 0.13
LCB2UK GE PL LV NL BE-FL LT EE DK
R >0.5 0.71 0.62 0.73 0.58 0.85 0.60 0.70 0.71 0.82Class agreement <1.0 0.72 0.66 0.67 0.77 0.66 0.80 0.75 0.69 0.70HG_Bias -0.25 +0.25 0.00 -0.13 0.07 0.21 0.08 -0.32 -0.27 0.02 0.23GM_Bias -0.25 +0.25 -0.02 -0.24 -0.08 0.14 0.07 -0.08 -0.14 0.20 0.16
LCB1 & LCB2 combined UK GE PL LV NL BE-FL LT EE DKR >0.5 0.66 0.64 0.75 0.60 0.83 0.57 0.65 0.73 0.80Class agreement <1.0 0.72 0.67 0.66 0.75 0.64 0.79 0.79 0.67 0.68HG_Bias -0.25 +0.25 0.22 -0.05 0.02 0.00 0.10 -0.32 -0.28 -0.08 0.25GM_Bias -0.25 +0.25 0.17 -0.18 -0.07 -0.03 0.03 -0.07 -0.07 0.06 0.16
15 25 oktober 2011Ministerie van Verkeer en Waterstaat
LCB2
-0.75
-0.50
-0.25
0.00
0.25
0.50
0.75
UK GE PL LV NL BE-FL LT EE DK
GM
bou
ndar
y bi
as
LCB2
-0.75
-0.50
-0.25
0.00
0.25
0.50
0.75
UK GE PL LV NL BE-FL LT EE DK
HG b
ound
ary
bias
LCB1
-0.75
-0.50
-0.25
0.00
0.25
0.50
0.75
UK GE PL LV NL BE-FL LT EE DK
GM
bou
ndar
y bi
as
LCB1
-0.75
-0.50
-0.25
0.00
0.25
0.50
0.75
UK GE PL LV NL BE-FL LT EE DK
HG b
ound
ary
bias
16 25 oktober 2011Ministerie van Verkeer en Waterstaat
Adjustments after Copenhagen meeting
BE-FL: - review of indicator species used in BE-FL metric - review of BE-FL lake types assigned to PL LCB1 lakes further improve correlation with PCM and bring HG boundary bias
within range for LCB2 and very close for LCB1
19/10/11 Copenhagen LCB1 R >0.5 0.57 0.50
Class agreement <1.0 0.75 0.78HG_Bias -0.25 +0.25 -0.27 -0.46GM_Bias -0.25 +0.25 -0.05 -0.06
LCB2 R >0.5 0.65 0.60Class agreement <1.0 0.78 0.80HG_Bias -0.25 +0.25 -0.19 -0.32GM_Bias -0.25 +0.25 -0.03 -0.08
17 25 oktober 2011Ministerie van Verkeer en Waterstaat
Classification Ecological Quality Ratios Member State Method High-good
boundary Good-moderate
boundary UK LCB1 0.80 0.67 LCB2 0.80 0.67 GE* LCB1 0.80 0.60 LCB2 0.80 0.60 PL stratified 0.68 0.41 non-stratified 0.68 0.41 LV LCB1 0.80 0.60 LCB2 0.78 0.59 NL LCB1 0.80 0.60 LCB2 0.80 0.60 BE-FL LCB1 0.80 0.60 LCB2 0.80 0.60 EE LCB1 0.78 0.52 LCB2 0.76 0.50 DK LCB1 0.80 0.60 LCB2 0.80 0.60
18 25 oktober 2011Ministerie van Verkeer en Waterstaat
Issues remaining
• LV: did not attend meetings, no representative was present to approve suggested (minor) changes in class boundaries
• LT: did not attend meetings, HG boundary bias not within range (GIG could not adjust method)
• Several MS need approval from national authorities for adjustments made during harmonisation phase adjustment within agreed band width is still possible
• Narrative description of macrophytes communities at high, good, less than good status is in progress