Difference between revisions of "Movement Analysis"

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We have create a toolbox for the free GIS software [http://www.openjump.org OpenJUMP] that allows to analyse movement data, called '''OpenJUMP HoRAE''' - '''Ho'''me '''R'''ange '''A'''nalysis and '''E'''stimation.  
 
We have create a toolbox for the free GIS software [http://www.openjump.org OpenJUMP] that allows to analyse movement data, called '''OpenJUMP HoRAE''' - '''Ho'''me '''R'''ange '''A'''nalysis and '''E'''stimation.  
  
== Background ==
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== About the Home Range Analysis Toolbox ==
 
[[image:Figure2_screenshot_asympote_150dpi_grey.jpg|thumb|right|200px|OpenJUMP HoRAE Screenshot]]
 
[[image:Figure2_screenshot_asympote_150dpi_grey.jpg|thumb|right|200px|OpenJUMP HoRAE Screenshot]]
The toolbox contains functions for '''visualization''' of movement tracks and allows the creation and '''analysis''' of animal '''home ranges'''. Home range estimation methods that have been implemented are (i) Minimum Convex Polygon (MCP), (ii) Kernel Density Estimation (KDE), (iii) Line-based KDE, (iv) Brownian Bridges, (v) Local Convex Hulls (see the article below). The toolbox was originally developed to analyse location data from grizzly bears (ursus arctos) collected with GPS collars within the Grizzly Bear Programm of the [http://foothillsresearchinstitute.ca/ Foothills Research Institute] (FRI, Alberta, Canada). Funding was provided by [http://www.geoide.ulaval.ca/home.aspx GEOIDE].
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The toolbox contains functions for '''visualization''' of movement tracks and allows the creation and '''analysis''' of animal '''home ranges'''. Home range estimation methods that have been implemented are (see also the article below):
 +
* Minimum Convex Polygon (MCP),  
 +
* Kernel Density Estimation (KDE), methods: (a) href, (b) LSCV, and (c) ad-hoc (region split)
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* Line-based KDE, scaled and un-scaled
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* Brownian Bridges
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* Line Buffer
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* Local Convex Hulls (LoCoH), methods: radius r, k-1 nearest neighbors, alpha region.
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Additionally one can:
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* perform an Asymptote analysis for MCP, Point-KDE, Line-Buffer
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* Calculate core areas
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* Classify home range parts
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* derive the Skeleton for a home range region.
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* analyze the daily travel
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The toolbox was originally developed to analyse location data from grizzly bears (ursus arctos) collected with GPS collars within the Grizzly Bear Programm of the [http://foothillsresearchinstitute.ca/ Foothills Research Institute] (FRI, Alberta, Canada). Funding was provided by Canadian Phase IV [http://www.geoide.ulaval.ca/home.aspx GEOIDE] grant (#3).
  
 
== Download ==
 
== Download ==

Revision as of 16:02, 27 October 2010

We have create a toolbox for the free GIS software OpenJUMP that allows to analyse movement data, called OpenJUMP HoRAE - Home Range Analysis and Estimation.

About the Home Range Analysis Toolbox

OpenJUMP HoRAE Screenshot

The toolbox contains functions for visualization of movement tracks and allows the creation and analysis of animal home ranges. Home range estimation methods that have been implemented are (see also the article below):

  • Minimum Convex Polygon (MCP),
  • Kernel Density Estimation (KDE), methods: (a) href, (b) LSCV, and (c) ad-hoc (region split)
  • Line-based KDE, scaled and un-scaled
  • Brownian Bridges
  • Line Buffer
  • Local Convex Hulls (LoCoH), methods: radius r, k-1 nearest neighbors, alpha region.

Additionally one can:

  • perform an Asymptote analysis for MCP, Point-KDE, Line-Buffer
  • Calculate core areas
  • Classify home range parts
  • derive the Skeleton for a home range region.
  • analyze the daily travel

The toolbox was originally developed to analyse location data from grizzly bears (ursus arctos) collected with GPS collars within the Grizzly Bear Programm of the Foothills Research Institute (FRI, Alberta, Canada). Funding was provided by Canadian Phase IV GEOIDE grant (#3).

Download

Documentation

We work on a wiki page with some more online documentation.

Contact

You can contact me, Stefan Steiniger, writing an email to sstein(=at=)geo.uzh.ch. Alternatively you may contact Andrew Hunter.