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A fresh look at an old concept: home-range estimation in a tidy world

A rich set of statistical techniques has been developed over the last several decades to estimate the spatial extent of animal home ranges from telemetry data, and new methods to estimate home ranges continue to be developed. Here we investigate home-range estimation from a computational point of vi...

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Autores principales: Signer, Johannes, Fieberg, John R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8048401/
https://www.ncbi.nlm.nih.gov/pubmed/33954027
http://dx.doi.org/10.7717/peerj.11031
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author Signer, Johannes
Fieberg, John R.
author_facet Signer, Johannes
Fieberg, John R.
author_sort Signer, Johannes
collection PubMed
description A rich set of statistical techniques has been developed over the last several decades to estimate the spatial extent of animal home ranges from telemetry data, and new methods to estimate home ranges continue to be developed. Here we investigate home-range estimation from a computational point of view and aim to provide a general framework for computing home ranges, independent of specific estimators. We show how such a workflow can help to make home-range estimation easier and more intuitive, and we provide a series of examples illustrating how different estimators can be compared easily. This allows one to perform a sensitivity analysis to determine the degree to which the choice of estimator influences qualitative and quantitative conclusions. By providing a standardized implementation of home-range estimators, we hope to equip researchers with the tools needed to explore how estimator choice influences answers to biologically meaningful questions.
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spelling pubmed-80484012021-05-04 A fresh look at an old concept: home-range estimation in a tidy world Signer, Johannes Fieberg, John R. PeerJ Conservation Biology A rich set of statistical techniques has been developed over the last several decades to estimate the spatial extent of animal home ranges from telemetry data, and new methods to estimate home ranges continue to be developed. Here we investigate home-range estimation from a computational point of view and aim to provide a general framework for computing home ranges, independent of specific estimators. We show how such a workflow can help to make home-range estimation easier and more intuitive, and we provide a series of examples illustrating how different estimators can be compared easily. This allows one to perform a sensitivity analysis to determine the degree to which the choice of estimator influences qualitative and quantitative conclusions. By providing a standardized implementation of home-range estimators, we hope to equip researchers with the tools needed to explore how estimator choice influences answers to biologically meaningful questions. PeerJ Inc. 2021-03-19 /pmc/articles/PMC8048401/ /pubmed/33954027 http://dx.doi.org/10.7717/peerj.11031 Text en ©2021 Signer and Fieberg https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Conservation Biology
Signer, Johannes
Fieberg, John R.
A fresh look at an old concept: home-range estimation in a tidy world
title A fresh look at an old concept: home-range estimation in a tidy world
title_full A fresh look at an old concept: home-range estimation in a tidy world
title_fullStr A fresh look at an old concept: home-range estimation in a tidy world
title_full_unstemmed A fresh look at an old concept: home-range estimation in a tidy world
title_short A fresh look at an old concept: home-range estimation in a tidy world
title_sort fresh look at an old concept: home-range estimation in a tidy world
topic Conservation Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8048401/
https://www.ncbi.nlm.nih.gov/pubmed/33954027
http://dx.doi.org/10.7717/peerj.11031
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