Delineating demographic units of woodland caribou (Rangifer tarandus caribou) in Ontario: cautions and insights

Delineating demographic structure across an organism’s range can reveal the extent to which population dynamics in different geographic areas are driven by local or external factors and can be crucial for effective conservation and management. Obtaining optimal data for such analyses can be time and...

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Published in:Rangifer
Main Authors: Shuter, Jennifer L., Rodgers, Arthur R.
Format: Article in Journal/Newspaper
Language:English
Published: Septentrio Academic Publishing 2012
Subjects:
Online Access:https://septentrio.uit.no/index.php/rangifer/article/view/2267
https://doi.org/10.7557/2.32.2.2267
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spelling ftunitroemsoe:oai:ojs.henry.ub.uit.no:article/2267 2023-05-15T18:03:55+02:00 Delineating demographic units of woodland caribou (Rangifer tarandus caribou) in Ontario: cautions and insights Shuter, Jennifer L. Rodgers, Arthur R. 2012-03-08 application/pdf https://septentrio.uit.no/index.php/rangifer/article/view/2267 https://doi.org/10.7557/2.32.2.2267 eng eng Septentrio Academic Publishing https://septentrio.uit.no/index.php/rangifer/article/view/2267/2108 https://septentrio.uit.no/index.php/rangifer/article/view/2267 doi:10.7557/2.32.2.2267 Copyright (c) 2015 Jennifer L. Shuter, Arthur R. Rodgers http://creativecommons.org/licenses/by/3.0/ CC-BY Rangifer; Vol 32 (2012): Special Issue No. 20; 159-181 1890-6729 cluster analysis demographic units Ontario population delineation population monitoring Rangifer tarandus caribou woodland caribou info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion 2012 ftunitroemsoe https://doi.org/10.7557/2.32.2.2267 2021-08-16T15:11:17Z Delineating demographic structure across an organism’s range can reveal the extent to which population dynamics in different geographic areas are driven by local or external factors and can be crucial for effective conservation and management. Obtaining optimal data for such analyses can be time and resource-intensive and impending development and resource extraction pressures may necessitate the examination of existing data, even when they are less than ideal. We analyzed a historic telemetry dataset containing satellite radio-collar locations of 73 forest-dwelling woodland caribou in northern Ontario to determine demographic structure. We applied several clustering methods (i.e., agglomerative, divisive and fuzzy k-means) to median seasonal locations. Results were used to distinguish demographic units and minimum convex polygons and fixed-kernel density estimates were used to delineate unit boundaries and core areas. For areas where sampling was considered representative of the distribution of caribou on the landscape, we assessed demographic distinctness by evaluating intra-individual variation in cluster membership, membership strength and distance between boundaries and core areas of adjacent units. The number and composition of clusters identified was similar among methods and caribou were grouped into 6 general clusters. The distinctions between the three clusters identified in the central portion of the province (i.e., Lac Seul, Wabakimi, Geraldton) and the two clusters identified in the eastern portion of the province (i.e., Cochrane and Cochrane-Quebec) were determined to represent demographic structuring. Additional distinctions in other areas (i.e., between The Red Lake and Lac Seul clusters in the west and between the central and eastern clusters) may just be artifacts of the original sampling effort. Amongst demographic units, there was no evidence of individual flexibility in cluster membership and average membership strength was very high. There was little to no overlap between boundaries and core areas of adjacent units, but distances between adjacent unit boundaries were relatively low. Additional sampling effort is needed to further delineate demographic structure in Ontario caribou. Article in Journal/Newspaper Rangifer Rangifer tarandus University of Tromsø: Septentrio Academic Publishing Red Lake ENVELOPE(-113.118,-113.118,63.267,63.267) Rangifer 159 181
institution Open Polar
collection University of Tromsø: Septentrio Academic Publishing
op_collection_id ftunitroemsoe
language English
topic cluster analysis
demographic units
Ontario
population delineation
population monitoring
Rangifer tarandus caribou
woodland caribou
spellingShingle cluster analysis
demographic units
Ontario
population delineation
population monitoring
Rangifer tarandus caribou
woodland caribou
Shuter, Jennifer L.
Rodgers, Arthur R.
Delineating demographic units of woodland caribou (Rangifer tarandus caribou) in Ontario: cautions and insights
topic_facet cluster analysis
demographic units
Ontario
population delineation
population monitoring
Rangifer tarandus caribou
woodland caribou
description Delineating demographic structure across an organism’s range can reveal the extent to which population dynamics in different geographic areas are driven by local or external factors and can be crucial for effective conservation and management. Obtaining optimal data for such analyses can be time and resource-intensive and impending development and resource extraction pressures may necessitate the examination of existing data, even when they are less than ideal. We analyzed a historic telemetry dataset containing satellite radio-collar locations of 73 forest-dwelling woodland caribou in northern Ontario to determine demographic structure. We applied several clustering methods (i.e., agglomerative, divisive and fuzzy k-means) to median seasonal locations. Results were used to distinguish demographic units and minimum convex polygons and fixed-kernel density estimates were used to delineate unit boundaries and core areas. For areas where sampling was considered representative of the distribution of caribou on the landscape, we assessed demographic distinctness by evaluating intra-individual variation in cluster membership, membership strength and distance between boundaries and core areas of adjacent units. The number and composition of clusters identified was similar among methods and caribou were grouped into 6 general clusters. The distinctions between the three clusters identified in the central portion of the province (i.e., Lac Seul, Wabakimi, Geraldton) and the two clusters identified in the eastern portion of the province (i.e., Cochrane and Cochrane-Quebec) were determined to represent demographic structuring. Additional distinctions in other areas (i.e., between The Red Lake and Lac Seul clusters in the west and between the central and eastern clusters) may just be artifacts of the original sampling effort. Amongst demographic units, there was no evidence of individual flexibility in cluster membership and average membership strength was very high. There was little to no overlap between boundaries and core areas of adjacent units, but distances between adjacent unit boundaries were relatively low. Additional sampling effort is needed to further delineate demographic structure in Ontario caribou.
format Article in Journal/Newspaper
author Shuter, Jennifer L.
Rodgers, Arthur R.
author_facet Shuter, Jennifer L.
Rodgers, Arthur R.
author_sort Shuter, Jennifer L.
title Delineating demographic units of woodland caribou (Rangifer tarandus caribou) in Ontario: cautions and insights
title_short Delineating demographic units of woodland caribou (Rangifer tarandus caribou) in Ontario: cautions and insights
title_full Delineating demographic units of woodland caribou (Rangifer tarandus caribou) in Ontario: cautions and insights
title_fullStr Delineating demographic units of woodland caribou (Rangifer tarandus caribou) in Ontario: cautions and insights
title_full_unstemmed Delineating demographic units of woodland caribou (Rangifer tarandus caribou) in Ontario: cautions and insights
title_sort delineating demographic units of woodland caribou (rangifer tarandus caribou) in ontario: cautions and insights
publisher Septentrio Academic Publishing
publishDate 2012
url https://septentrio.uit.no/index.php/rangifer/article/view/2267
https://doi.org/10.7557/2.32.2.2267
long_lat ENVELOPE(-113.118,-113.118,63.267,63.267)
geographic Red Lake
geographic_facet Red Lake
genre Rangifer
Rangifer tarandus
genre_facet Rangifer
Rangifer tarandus
op_source Rangifer; Vol 32 (2012): Special Issue No. 20; 159-181
1890-6729
op_relation https://septentrio.uit.no/index.php/rangifer/article/view/2267/2108
https://septentrio.uit.no/index.php/rangifer/article/view/2267
doi:10.7557/2.32.2.2267
op_rights Copyright (c) 2015 Jennifer L. Shuter, Arthur R. Rodgers
http://creativecommons.org/licenses/by/3.0/
op_rightsnorm CC-BY
op_doi https://doi.org/10.7557/2.32.2.2267
container_title Rangifer
container_start_page 159
op_container_end_page 181
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