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The Effect of Map Boundary on Estimates of Landscape Resistance to Animal Movement

BACKGROUND: Artificial boundaries on a map occur when the map extent does not cover the entire area of study; edges on the map do not exist on the ground. These artificial boundaries might bias the results of animal dispersal models by creating artificial barriers to movement for model organisms whe...

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Autores principales: Koen, Erin L., Garroway, Colin J., Wilson, Paul J., Bowman, Jeff
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2909918/
https://www.ncbi.nlm.nih.gov/pubmed/20668690
http://dx.doi.org/10.1371/journal.pone.0011785
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author Koen, Erin L.
Garroway, Colin J.
Wilson, Paul J.
Bowman, Jeff
author_facet Koen, Erin L.
Garroway, Colin J.
Wilson, Paul J.
Bowman, Jeff
author_sort Koen, Erin L.
collection PubMed
description BACKGROUND: Artificial boundaries on a map occur when the map extent does not cover the entire area of study; edges on the map do not exist on the ground. These artificial boundaries might bias the results of animal dispersal models by creating artificial barriers to movement for model organisms where there are no barriers for real organisms. Here, we characterize the effects of artificial boundaries on calculations of landscape resistance to movement using circuit theory. We then propose and test a solution to artificially inflated resistance values whereby we place a buffer around the artificial boundary as a substitute for the true, but unknown, habitat. METHODOLOGY/PRINCIPAL FINDINGS: We randomly assigned landscape resistance values to map cells in the buffer in proportion to their occurrence in the known map area. We used circuit theory to estimate landscape resistance to organism movement and gene flow, and compared the output across several scenarios: a habitat-quality map with artificial boundaries and no buffer, a map with a buffer composed of randomized habitat quality data, and a map with a buffer composed of the true habitat quality data. We tested the sensitivity of the randomized buffer to the possibility that the composition of the real but unknown buffer is biased toward high or low quality. We found that artificial boundaries result in an overestimate of landscape resistance. CONCLUSIONS/SIGNIFICANCE: Artificial map boundaries overestimate resistance values. We recommend the use of a buffer composed of randomized habitat data as a solution to this problem. We found that resistance estimated using the randomized buffer did not differ from estimates using the real data, even when the composition of the real data was varied. Our results may be relevant to those interested in employing Circuitscape software in landscape connectivity and landscape genetics studies.
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spelling pubmed-29099182010-07-28 The Effect of Map Boundary on Estimates of Landscape Resistance to Animal Movement Koen, Erin L. Garroway, Colin J. Wilson, Paul J. Bowman, Jeff PLoS One Research Article BACKGROUND: Artificial boundaries on a map occur when the map extent does not cover the entire area of study; edges on the map do not exist on the ground. These artificial boundaries might bias the results of animal dispersal models by creating artificial barriers to movement for model organisms where there are no barriers for real organisms. Here, we characterize the effects of artificial boundaries on calculations of landscape resistance to movement using circuit theory. We then propose and test a solution to artificially inflated resistance values whereby we place a buffer around the artificial boundary as a substitute for the true, but unknown, habitat. METHODOLOGY/PRINCIPAL FINDINGS: We randomly assigned landscape resistance values to map cells in the buffer in proportion to their occurrence in the known map area. We used circuit theory to estimate landscape resistance to organism movement and gene flow, and compared the output across several scenarios: a habitat-quality map with artificial boundaries and no buffer, a map with a buffer composed of randomized habitat quality data, and a map with a buffer composed of the true habitat quality data. We tested the sensitivity of the randomized buffer to the possibility that the composition of the real but unknown buffer is biased toward high or low quality. We found that artificial boundaries result in an overestimate of landscape resistance. CONCLUSIONS/SIGNIFICANCE: Artificial map boundaries overestimate resistance values. We recommend the use of a buffer composed of randomized habitat data as a solution to this problem. We found that resistance estimated using the randomized buffer did not differ from estimates using the real data, even when the composition of the real data was varied. Our results may be relevant to those interested in employing Circuitscape software in landscape connectivity and landscape genetics studies. Public Library of Science 2010-07-26 /pmc/articles/PMC2909918/ /pubmed/20668690 http://dx.doi.org/10.1371/journal.pone.0011785 Text en Koen et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Koen, Erin L.
Garroway, Colin J.
Wilson, Paul J.
Bowman, Jeff
The Effect of Map Boundary on Estimates of Landscape Resistance to Animal Movement
title The Effect of Map Boundary on Estimates of Landscape Resistance to Animal Movement
title_full The Effect of Map Boundary on Estimates of Landscape Resistance to Animal Movement
title_fullStr The Effect of Map Boundary on Estimates of Landscape Resistance to Animal Movement
title_full_unstemmed The Effect of Map Boundary on Estimates of Landscape Resistance to Animal Movement
title_short The Effect of Map Boundary on Estimates of Landscape Resistance to Animal Movement
title_sort effect of map boundary on estimates of landscape resistance to animal movement
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2909918/
https://www.ncbi.nlm.nih.gov/pubmed/20668690
http://dx.doi.org/10.1371/journal.pone.0011785
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