Spatial scales of habitat selection decisions: implications for telemetry-based movement modelling

Movement influences a myriad of ecological processes operating at multiple spatial and temporal scales. Yet our understanding of animal movement is limited by the resolution of data that can be obtained from individuals. Traditional approaches implicitly assume that movement decisions are made at th...

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Published in:Ecography
Main Authors: Bastille-Rousseau, G., Murray, D.L., Schaefer, J.A., Lewis, M.A., Mahoney, S., Potts, J.R.
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2017
Subjects:
Online Access:https://eprints.whiterose.ac.uk/115033/
https://eprints.whiterose.ac.uk/115033/1/bastillerousseauetal2017_accepted.pdf
https://doi.org/10.1111/ecog.02655
id ftleedsuniv:oai:eprints.whiterose.ac.uk:115033
record_format openpolar
spelling ftleedsuniv:oai:eprints.whiterose.ac.uk:115033 2023-05-15T15:53:29+02:00 Spatial scales of habitat selection decisions: implications for telemetry-based movement modelling Bastille-Rousseau, G. Murray, D.L. Schaefer, J.A. Lewis, M.A. Mahoney, S. Potts, J.R. 2017-06-13 text https://eprints.whiterose.ac.uk/115033/ https://eprints.whiterose.ac.uk/115033/1/bastillerousseauetal2017_accepted.pdf https://doi.org/10.1111/ecog.02655 en eng Wiley https://eprints.whiterose.ac.uk/115033/1/bastillerousseauetal2017_accepted.pdf Bastille-Rousseau, G., Murray, D.L., Schaefer, J.A. et al. (3 more authors) (2017) Spatial scales of habitat selection decisions: implications for telemetry-based movement modelling. Ecography. ISSN 0906-7590 Article PeerReviewed 2017 ftleedsuniv https://doi.org/10.1111/ecog.02655 2023-01-30T21:53:50Z Movement influences a myriad of ecological processes operating at multiple spatial and temporal scales. Yet our understanding of animal movement is limited by the resolution of data that can be obtained from individuals. Traditional approaches implicitly assume that movement decisions are made at the spatial and temporal scales of observation, although this scale is typically an artifact of data-gathering technology rather than biological realism. To address this limitation, we used telemetry-based movement data for caribou Rangifer tarandus in Newfoundland, Canada, and compared movement decisions estimated at the temporal resolution of GPS relocations (2 h) to a novel model describing directional movement to areas reachable over an extended period. We showed that this newer model is a better predictor of movement decisions by caribou, with decisions made at the scale of ∼2 km, including the strong avoidance of dense coniferous forest, an outcome not detectable at the scale of GPS relocations. These results illustrate the complexity of factors affecting animal movement decisions and the analytical challenges associated with their interpretation. Our novel modelling framework will help support increased accuracy in predictive models of animal space-use, and thereby aid in determining biologically meaningful scales for collecting movement and habitat data. Article in Journal/Newspaper caribou Newfoundland Rangifer tarandus White Rose Research Online (Universities of Leeds, Sheffield & York) Canada Ecography 41 3 437 443
institution Open Polar
collection White Rose Research Online (Universities of Leeds, Sheffield & York)
op_collection_id ftleedsuniv
language English
description Movement influences a myriad of ecological processes operating at multiple spatial and temporal scales. Yet our understanding of animal movement is limited by the resolution of data that can be obtained from individuals. Traditional approaches implicitly assume that movement decisions are made at the spatial and temporal scales of observation, although this scale is typically an artifact of data-gathering technology rather than biological realism. To address this limitation, we used telemetry-based movement data for caribou Rangifer tarandus in Newfoundland, Canada, and compared movement decisions estimated at the temporal resolution of GPS relocations (2 h) to a novel model describing directional movement to areas reachable over an extended period. We showed that this newer model is a better predictor of movement decisions by caribou, with decisions made at the scale of ∼2 km, including the strong avoidance of dense coniferous forest, an outcome not detectable at the scale of GPS relocations. These results illustrate the complexity of factors affecting animal movement decisions and the analytical challenges associated with their interpretation. Our novel modelling framework will help support increased accuracy in predictive models of animal space-use, and thereby aid in determining biologically meaningful scales for collecting movement and habitat data.
format Article in Journal/Newspaper
author Bastille-Rousseau, G.
Murray, D.L.
Schaefer, J.A.
Lewis, M.A.
Mahoney, S.
Potts, J.R.
spellingShingle Bastille-Rousseau, G.
Murray, D.L.
Schaefer, J.A.
Lewis, M.A.
Mahoney, S.
Potts, J.R.
Spatial scales of habitat selection decisions: implications for telemetry-based movement modelling
author_facet Bastille-Rousseau, G.
Murray, D.L.
Schaefer, J.A.
Lewis, M.A.
Mahoney, S.
Potts, J.R.
author_sort Bastille-Rousseau, G.
title Spatial scales of habitat selection decisions: implications for telemetry-based movement modelling
title_short Spatial scales of habitat selection decisions: implications for telemetry-based movement modelling
title_full Spatial scales of habitat selection decisions: implications for telemetry-based movement modelling
title_fullStr Spatial scales of habitat selection decisions: implications for telemetry-based movement modelling
title_full_unstemmed Spatial scales of habitat selection decisions: implications for telemetry-based movement modelling
title_sort spatial scales of habitat selection decisions: implications for telemetry-based movement modelling
publisher Wiley
publishDate 2017
url https://eprints.whiterose.ac.uk/115033/
https://eprints.whiterose.ac.uk/115033/1/bastillerousseauetal2017_accepted.pdf
https://doi.org/10.1111/ecog.02655
geographic Canada
geographic_facet Canada
genre caribou
Newfoundland
Rangifer tarandus
genre_facet caribou
Newfoundland
Rangifer tarandus
op_relation https://eprints.whiterose.ac.uk/115033/1/bastillerousseauetal2017_accepted.pdf
Bastille-Rousseau, G., Murray, D.L., Schaefer, J.A. et al. (3 more authors) (2017) Spatial scales of habitat selection decisions: implications for telemetry-based movement modelling. Ecography. ISSN 0906-7590
op_doi https://doi.org/10.1111/ecog.02655
container_title Ecography
container_volume 41
container_issue 3
container_start_page 437
op_container_end_page 443
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