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• Who we are and what we do
• Challenges in ecology research
• Solutions we’ve developed
• Case examples
• Summary
• Future directions
2
Who We Area & What We Do
http://www.biology.ualberta.ca/facilities/gis
Each year 40-80 researchers integrate:
• GIS
• remote sensing
• satellite telemetry
to improve or develop alternative methods used in their
ecosystem and wildlife investigations
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ACCRU
Associated with the Alberta Cooperative
Conservation Research Unit (ACCRU) –
a multi-disciplinary and multi-institutional research and
learning centre
http://www.biology.ualberta.ca/accru
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Terrestrial & Aquatic Research
Simply visualize spatial patterns of collected field data
Complex modelling in conservation biology
and landscape ecology methodologies
Quantity of data that must be quantified
necessitates automated batch solutions
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Challenges in Ecology
ResearchBasic out-of-the-box functionality of the GIS
software often needs to be taken one step
further to:
• fully address the specialized applications
• increase productivity
Although other custom applications (MGET, GME, and
HRT) are excellent free third-party extensions… they do
not allow modification
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http://code.env.duke.edu/projects/mget
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http://www.spatialecology.com/gme
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http://flash.lakeheadu.ca/~arodgers/hre
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Solutions: Open Flexible
ApplicationsModelBuilder and Python:
• are free
• tools are easily reconfigurable with different
parameters/arguments/variables
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ACCRU Tools
http://www.biology.ualberta.ca/facilities/gis
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Licensing Requirements
Majority accessible with ArcView
Several require Spatial Analyst
Tools requiring ArcInfo:
• Measures Per Area (polygon input)
• Percent Contours From ASCII (polygon output)
• Date Matched Contours (near tool)
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ArcGIS
9.3+
The Toolbox
Easily
accessible
Model and
Script tools
Grouped by
categories of
common use – but
may be applied to
alternate use
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Structure
The label of each tool is
prefixed by a categorical
numbering system
Allows for efficient
indexing and searching
in ArcToolbox
The numbering is not meant to
be followed in a linear fashion
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How To Use
Command Line and Python
scripting references the basic
tool name (i.e. does not have
the numbering prefix)
Recommend accessing
tools via ArcCatalog
Documentation via tool
dialog side-panel help
15
Workflows
To use ACCRU tools fit the custom tools
together (along with any built-in tools) for complete
conservation ecology workflows
Which bird nesting locations would be affected by the density of new
roads to simulated forest cut blocks?
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Case 1
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Wetland surroundings:
life history of wood frog (Rana sylvatica)
in storm water wetlands
Brett Scheffers and Cindy Paszkowski
Case 1 Tools
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Case 1 Tools
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Case 1 Tools
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Case 2
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Catchments:
heavy metal concentrations in water
Erin Kelly and David Schindler
Case 2 Tools
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Case 2 Tools
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Case 3
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Dynamic sea ice habitat:
temporal habitat of polar bears(Ursus maritimus)
Jodie Pongracz, Seth Cherry, Andy Derocher
Case 3 Tools
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Case 3 Tools
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Case 4
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Home ranges:
minimum convex polygons for caribou (Rangifer tarandus caribou)
Nick Pilford and Stan Boutin
Case 4 Tools
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Dinu Gherman
http://code.activestate.com/recipes/66527/
Case 5
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Home ranges:
kernel density estimation of black bears (Ursus americanus)
Lori Homstol and Colleen St. Clair
Case 5 Tools
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Case 6
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Habitat selection models:
elk summer and winter survival(Cervus elaphus)
Jacqui Frair and Evelyn Merrill
Case 6 Tools
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Case 6 Tools
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Case 6 Tools
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Case 6 Tools
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ID Grid_Name Grid_Name2 WolfSum WolfWin ElkSum ElkWin
1 cv10km 1 4.8738 13.7372 -5.1983 11.9238
2 degslope cv10km -0.5828 -0.6730 -0.8217 -0.7859
3 icebare5k 1 0.0001 -0.0011 -0.0001 -0.0002
4 wsws 1 0.0000 0.0000 0.2478 0.4774
5 treedbog cv10km 25.1864 0.0000 19.6153 0.0000
6 opencon 1 -0.1183 0.0468 0.5820 0.2102
7 decidmixed 1 -0.2375 0.2869 0.6910 1.3523
8 burned 1 -0.0953 -1.1044 -1.2497 -0.5089
9 cutblock 1 0.2225 0.2240 1.5306 1.4006
10 reclaimed 1 -2.0099 0.8379 1.1458 1.6329
11 dryherbshrub 1 1.6603 1.3971 1.8915 1.6033
12 subalpine 1 0.8827 0.5499 1.4760 1.2488
13 wetherb 1 -0.4897 1.0564 1.1787 -0.2331
14 water cv10km 0.0000 -13.8390 0.0000 0.0000
15 gravelbar 1 0.4676 1.2180 0.7795 0.0272
16 distedge500 1 -0.0025 -0.0005 0.0000 0.0000
17 distedge250 cv10km 0.0000 0.0000 0.0000 -0.0489
18 wolfsum 1 0.0000 0.0000 -0.0184 0.0000
19 wolfsum cv10km 0.0000 0.0000 0.1159 0.0000
20 wolfwin 1 0.0000 0.0000 0.0000 -0.0205
21 seis50 1 0.0418 0.0000 -0.2697 -0.7301
22 droad1k 1 0.0010 0.0006 0.0000 0.0000
23 droad2k cv10km 0.0000 0.0000 0.0060 -0.0052
24 distwell250 1 0.0058 -0.0014 0.0000 0.0000
25 dnseis5k 1 -0.3626 -0.0461 1.4060 0.3601
26 dnseis5k dnseis5k 7.4732 1.6302 -0.1746 -0.1208
27 dnroad5k 1 6.5703 4.7765 -1.6209 2.1195
28 dnroad5k dnroad5k -5.4047 -2.7749 -0.4025 -2.6187
29 dnwell5k 1 2.6265 -0.0740 10.9429 0.0000
30 dnwell5k dnwell5k 0.0000 0.0000 -38.1265 0.0000
Summary
The ACCRU Tools
toolbox is the ever-
evolving collection
of tools designed
and redesigned for
specific applications
in conservation
ecology
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Future Directions
Rewrite to remove any ArcInfo requirements
Update to ArcGIS Desktop 10
New tools are always under development
37
Acknowledgements
All the talented corporate and public folks associated with:
http://support.esri.com
http://forums.esri.com
http://forums.arcgis.com
Since 2001, the 440+ students, faculty, and
colleagues associated with ACCRU who continue
to provide interesting challenges and inspirations
for the GIS solutions shared here
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Questions
Specific acknowledgements: Erin Kelly, Seth Cherry, Jodie Pongracz,
Vicki Sahanatien, Brett Scheffers, Rebecca Rooney, Scott Nielsen,
Cameron Aldridge, Kyle Knopff, Evelyn Merrill, Jacqui Frair, Barry
Robinson, Nick Pilford, Lori Homstol, Kerri Lappin, Simon Slater,
Chris Carli, and Kim Dawe…
www.biology.ualberta.ca/facilities/gisCharlene Nielsen
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