Literature DB >> 18047525

A general framework for the analysis of animal resource selection from telemetry data.

Devin S Johnson1, Dana L Thomas2, Jay M Ver Hoef1, Aaron Christ3.   

Abstract

We propose a general framework for the analysis of animal telemetry data through the use of weighted distributions. It is shown that several interpretations of resource selection functions arise when constructed from the ratio of a use and availability distribution. Through the proposed general framework, several popular resource selection models are shown to be special cases of the general model by making assumptions about animal movement and behavior. The weighted distribution framework is shown to be easily extended to readily account for telemetry data that are highly autocorrelated; as is typical with use of new technology such as global positioning systems animal relocations. An analysis of simulated data using several models constructed within the proposed framework is also presented to illustrate the possible gains from the flexible modeling framework. The proposed model is applied to a brown bear data set from southeast Alaska.

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Year:  2007        PMID: 18047525     DOI: 10.1111/j.1541-0420.2007.00943.x

Source DB:  PubMed          Journal:  Biometrics        ISSN: 0006-341X            Impact factor:   2.571


  18 in total

Review 1.  Correlation and studies of habitat selection: problem, red herring or opportunity?

Authors:  John Fieberg; Jason Matthiopoulos; Mark Hebblewhite; Mark S Boyce; Jacqueline L Frair
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

2.  Animal ecology meets GPS-based radiotelemetry: a perfect storm of opportunities and challenges.

Authors:  Francesca Cagnacci; Luigi Boitani; Roger A Powell; Mark S Boyce
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

Review 3.  The interpretation of habitat preference metrics under use-availability designs.

Authors:  Hawthorne L Beyer; Daniel T Haydon; Juan M Morales; Jacqueline L Frair; Mark Hebblewhite; Michael Mitchell; Jason Matthiopoulos
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2010-07-27       Impact factor: 6.237

4.  Machine learning for modeling animal movement.

Authors:  Dhanushi A Wijeyakulasuriya; Elizabeth W Eisenhauer; Benjamin A Shaby; Ephraim M Hanks
Journal:  PLoS One       Date:  2020-07-27       Impact factor: 3.240

Review 5.  Conceptual and methodological advances in habitat-selection modeling: guidelines for ecology and evolution.

Authors:  Joseph M Northrup; Eric Vander Wal; Maegwin Bonar; John Fieberg; Michel P Laforge; Martin Leclerc; Christina M Prokopenko; Brian D Gerber
Journal:  Ecol Appl       Date:  2021-11-28       Impact factor: 6.105

6.  Velocity-based movement modeling for individual and population level inference.

Authors:  Ephraim M Hanks; Mevin B Hooten; Devin S Johnson; Jeremy T Sterling
Journal:  PLoS One       Date:  2011-08-11       Impact factor: 3.240

7.  Dynamic approach to space and habitat use based on biased random bridges.

Authors:  Simon Benhamou
Journal:  PLoS One       Date:  2011-01-26       Impact factor: 3.240

8.  Extending the Functionality of Behavioural Change-Point Analysis with k-Means Clustering: A Case Study with the Little Penguin (Eudyptula minor).

Authors:  Jingjing Zhang; Kathleen M O'Reilly; George L W Perry; Graeme A Taylor; Todd E Dennis
Journal:  PLoS One       Date:  2015-04-29       Impact factor: 3.240

9.  Anthropogenic resource subsidies determine space use by Australian arid zone dingoes: an improved resource selection modelling approach.

Authors:  Thomas M Newsome; Guy-Anthony Ballard; Christopher R Dickman; Peter J S Fleming; Chris Howden
Journal:  PLoS One       Date:  2013-05-30       Impact factor: 3.240

10.  Memory Effects on Movement Behavior in Animal Foraging.

Authors:  Chloe Bracis; Eliezer Gurarie; Bram Van Moorter; R Andrew Goodwin
Journal:  PLoS One       Date:  2015-08-19       Impact factor: 3.240

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