Investigation of winter habitat selection by woodland caribou in relation to forage abundance and snow accumulation

Imprecision and misclassification of land cover types are two issues commonly encountered in habitat selection studies using satellite land cover classifications and telemetry data. Here, the utility of broad land cover types is explored in a study of habitat selection by woodland caribou (Rangifer...

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Main Author: MacNearney, Douglas
Format: Thesis
Language:English
Published: 2013
Subjects:
Online Access:http://knowledgecommons.lakeheadu.ca/handle/2453/470
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author MacNearney, Douglas
author_facet MacNearney, Douglas
author_sort MacNearney, Douglas
collection Lakehead University Knowledge Commons
description Imprecision and misclassification of land cover types are two issues commonly encountered in habitat selection studies using satellite land cover classifications and telemetry data. Here, the utility of broad land cover types is explored in a study of habitat selection by woodland caribou (Rangifer tarandus caribou). Broad land cover types have potential to reduce the misclassification error associated with finer land cover types, while remaining relevant to the factors influencing habitat selection in the species of interest. Lichen abundance and snow accumulation are two factors important in explaining the selection of land cover types by woodland caribou in winter, and they are used here to predict the probability of occupation by caribou of land cover types in three regions of the boreal forest in Eastern Canada. Land cover types were initially categorized using Landsat EOSD land cover data, and field surveys were conducted to measure terrestrial and arboreal lichen abundance in each land cover type. The relative accumulation of snow was modeled for land cover types using documented patterns of snow distribution in the boreal forest as well as data collected in the Greater Gros Morne Ecosystem, Newfoundland, and the Côte-Nord region, Quebec. Subsequently, land cover types were collapsed into three (dense forest, sparse-open forest, and non forest) that reflected differences in lichen abundance and snow accumulation while reducing misclassification errors. Resource selection functions were estimated using logistic regression where GPS and Argos satellite telemetry data existed for caribou in the Greater Gros Morne Ecosystem and Middle Ridge regions of Newfoundland and the Côte-Nord region of Quebec. In all regions, telemetry-monitored caribou selected nonforested areas, where lichen abundance was high and snow accumulation was low, more than expected by chance. The similarities in selection of non-forested areas across regions despite variation in landscape composition indicates that there are congruencies both in the factors influencing winter habitat selection and in the relative value of land cover types on a given landscape. These findings support the argument that resource selection functions with parameters based on broadly defined land cover types are applicable among different regions of caribou occurrence and are therefore a valuable tool for understanding patterns of space use in caribou throughout the boreal forest.
format Thesis
genre Gros Morne National Park
Newfoundland
Rangifer tarandus
genre_facet Gros Morne National Park
Newfoundland
Rangifer tarandus
geographic Canada
Gros Morne National Park
geographic_facet Canada
Gros Morne National Park
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institution Open Polar
language English
long_lat ENVELOPE(-57.531,-57.531,49.613,49.613)
op_collection_id ftlakeheaduniv
op_relation http://knowledgecommons.lakeheadu.ca/handle/2453/470
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spelling ftlakeheaduniv:oai:knowledgecommons.lakeheadu.ca:2453/470 2025-01-16T22:15:26+00:00 Investigation of winter habitat selection by woodland caribou in relation to forage abundance and snow accumulation MacNearney, Douglas 2013-09 application/pdf http://knowledgecommons.lakeheadu.ca/handle/2453/470 en_US eng http://knowledgecommons.lakeheadu.ca/handle/2453/470 Arboreal lichen Generalized linear mixed model Gros Morne National Park Habitat selection Migration Rangifer tarandus caribou Satellite telemetry Terrestrial lichen Woodland caribou Thesis 2013 ftlakeheaduniv 2022-05-01T17:24:56Z Imprecision and misclassification of land cover types are two issues commonly encountered in habitat selection studies using satellite land cover classifications and telemetry data. Here, the utility of broad land cover types is explored in a study of habitat selection by woodland caribou (Rangifer tarandus caribou). Broad land cover types have potential to reduce the misclassification error associated with finer land cover types, while remaining relevant to the factors influencing habitat selection in the species of interest. Lichen abundance and snow accumulation are two factors important in explaining the selection of land cover types by woodland caribou in winter, and they are used here to predict the probability of occupation by caribou of land cover types in three regions of the boreal forest in Eastern Canada. Land cover types were initially categorized using Landsat EOSD land cover data, and field surveys were conducted to measure terrestrial and arboreal lichen abundance in each land cover type. The relative accumulation of snow was modeled for land cover types using documented patterns of snow distribution in the boreal forest as well as data collected in the Greater Gros Morne Ecosystem, Newfoundland, and the Côte-Nord region, Quebec. Subsequently, land cover types were collapsed into three (dense forest, sparse-open forest, and non forest) that reflected differences in lichen abundance and snow accumulation while reducing misclassification errors. Resource selection functions were estimated using logistic regression where GPS and Argos satellite telemetry data existed for caribou in the Greater Gros Morne Ecosystem and Middle Ridge regions of Newfoundland and the Côte-Nord region of Quebec. In all regions, telemetry-monitored caribou selected nonforested areas, where lichen abundance was high and snow accumulation was low, more than expected by chance. The similarities in selection of non-forested areas across regions despite variation in landscape composition indicates that there are congruencies both in the factors influencing winter habitat selection and in the relative value of land cover types on a given landscape. These findings support the argument that resource selection functions with parameters based on broadly defined land cover types are applicable among different regions of caribou occurrence and are therefore a valuable tool for understanding patterns of space use in caribou throughout the boreal forest. Thesis Gros Morne National Park Newfoundland Rangifer tarandus Lakehead University Knowledge Commons Canada Gros Morne National Park ENVELOPE(-57.531,-57.531,49.613,49.613)
spellingShingle Arboreal lichen
Generalized linear mixed model
Gros Morne National Park
Habitat selection
Migration
Rangifer tarandus caribou
Satellite telemetry
Terrestrial lichen
Woodland caribou
MacNearney, Douglas
Investigation of winter habitat selection by woodland caribou in relation to forage abundance and snow accumulation
title Investigation of winter habitat selection by woodland caribou in relation to forage abundance and snow accumulation
title_full Investigation of winter habitat selection by woodland caribou in relation to forage abundance and snow accumulation
title_fullStr Investigation of winter habitat selection by woodland caribou in relation to forage abundance and snow accumulation
title_full_unstemmed Investigation of winter habitat selection by woodland caribou in relation to forage abundance and snow accumulation
title_short Investigation of winter habitat selection by woodland caribou in relation to forage abundance and snow accumulation
title_sort investigation of winter habitat selection by woodland caribou in relation to forage abundance and snow accumulation
topic Arboreal lichen
Generalized linear mixed model
Gros Morne National Park
Habitat selection
Migration
Rangifer tarandus caribou
Satellite telemetry
Terrestrial lichen
Woodland caribou
topic_facet Arboreal lichen
Generalized linear mixed model
Gros Morne National Park
Habitat selection
Migration
Rangifer tarandus caribou
Satellite telemetry
Terrestrial lichen
Woodland caribou
url http://knowledgecommons.lakeheadu.ca/handle/2453/470