Randomized shortest paths for Grizzly Bear dispersal between the GYE and NCDE

The Randomized Shortest Path (RSP) raster delineates potential dispersal paths for male-mediated gene flow between grizzly bear (Ursus arctos) populations in the Greater Yellowstone Ecosystem (GYE) and the Northern Continental Divide Ecosystem (NCDE). A RSP algorithm was used to estimate the average...

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Main Authors: Christopher P. Peck, Frank T. van Manen, Cecily M. Costello, Mark A. Haroldson, Lisa A. Landenburger, Lori L. Roberts, Daniel D. Bjornlie, Richard D. Mace
Format: Dataset
Language:unknown
Published: USGS Science Data Catalog 2017
Subjects:
Online Access:https://search.dataone.org/view/90119b9a-ec14-4990-bf28-788e73b293c5
id dataone:90119b9a-ec14-4990-bf28-788e73b293c5
record_format openpolar
spelling dataone:90119b9a-ec14-4990-bf28-788e73b293c5 2023-11-08T14:15:00+01:00 Randomized shortest paths for Grizzly Bear dispersal between the GYE and NCDE Christopher P. Peck Frank T. van Manen Cecily M. Costello Mark A. Haroldson Lisa A. Landenburger Lori L. Roberts Daniel D. Bjornlie Richard D. Mace Geographic extent includes portions of Montana, Idaho, and Wyoming extending from the Canadian border to the north to Yellowstone National Park to the south. ENVELOPE(-117.1451,-106.69583,49.110065,41.45115) BEGINDATE: 2000-05-01T00:00:00Z ENDDATE: 2015-10-31T00:00:00Z 2017-01-01T00:00:00Z https://search.dataone.org/view/90119b9a-ec14-4990-bf28-788e73b293c5 unknown USGS Science Data Catalog grizzly bear dispersal connectivity movement corridor random shortest path step-selection model Yellowstone Ecosytem Northern Continental Divide Ecosystem biota bears ecology Grizzly Bears Glacier National Park Montana Idaho Wyoming Yellowstone Ursus Ursus arctos Dataset 2017 dataone:urn:node:USGS_SDC 2023-11-08T13:40:43Z The Randomized Shortest Path (RSP) raster delineates potential dispersal paths for male-mediated gene flow between grizzly bear (Ursus arctos) populations in the Greater Yellowstone Ecosystem (GYE) and the Northern Continental Divide Ecosystem (NCDE). A RSP algorithm was used to estimate the average number of net passages for all grid cells at a spatial resolution of 300 m in the study region which spans parts of Montana, Idaho, and Wyoming. RSP rasters identify potential movement paths for 3 levels of random deviation determined by the parameter Θ (i.e., Θ = 0.01, 0.001, and 0.0001) for bears moving from an origin to a destination node. Lower values of Θ result in greater exploration and more random deviation around the shortest path (Θ = 0 equivalent to pure random walk), whereas larger values approach the equivalent of a least-cost path. Broad-scale concordance between model predictions was found for paths originating in the NCDE and those originating in the GYE for all 3 levels of movement exploration. The resulting RSP rasters provide evidence that landscape features concentrate movement paths into corridors (e.g., because of anthropogenic influence), and delineate paths that typically follow neighboring mountain ranges. Movement paths that converge at junctions between several ranges may serve as pivotal stepping stones for grizzly bear movement and successful dispersal. Dataset Ursus arctos Stepping Stones USGS Science Data Catalog (via DataONE) Stepping Stones ENVELOPE(-63.992,-63.992,-64.786,-64.786) ENVELOPE(-117.1451,-106.69583,49.110065,41.45115)
institution Open Polar
collection USGS Science Data Catalog (via DataONE)
op_collection_id dataone:urn:node:USGS_SDC
language unknown
topic grizzly bear
dispersal
connectivity
movement
corridor
random shortest path
step-selection model
Yellowstone Ecosytem
Northern Continental Divide Ecosystem
biota
bears
ecology
Grizzly Bears
Glacier National Park
Montana
Idaho
Wyoming
Yellowstone
Ursus
Ursus arctos
spellingShingle grizzly bear
dispersal
connectivity
movement
corridor
random shortest path
step-selection model
Yellowstone Ecosytem
Northern Continental Divide Ecosystem
biota
bears
ecology
Grizzly Bears
Glacier National Park
Montana
Idaho
Wyoming
Yellowstone
Ursus
Ursus arctos
Christopher P. Peck
Frank T. van Manen
Cecily M. Costello
Mark A. Haroldson
Lisa A. Landenburger
Lori L. Roberts
Daniel D. Bjornlie
Richard D. Mace
Randomized shortest paths for Grizzly Bear dispersal between the GYE and NCDE
topic_facet grizzly bear
dispersal
connectivity
movement
corridor
random shortest path
step-selection model
Yellowstone Ecosytem
Northern Continental Divide Ecosystem
biota
bears
ecology
Grizzly Bears
Glacier National Park
Montana
Idaho
Wyoming
Yellowstone
Ursus
Ursus arctos
description The Randomized Shortest Path (RSP) raster delineates potential dispersal paths for male-mediated gene flow between grizzly bear (Ursus arctos) populations in the Greater Yellowstone Ecosystem (GYE) and the Northern Continental Divide Ecosystem (NCDE). A RSP algorithm was used to estimate the average number of net passages for all grid cells at a spatial resolution of 300 m in the study region which spans parts of Montana, Idaho, and Wyoming. RSP rasters identify potential movement paths for 3 levels of random deviation determined by the parameter Θ (i.e., Θ = 0.01, 0.001, and 0.0001) for bears moving from an origin to a destination node. Lower values of Θ result in greater exploration and more random deviation around the shortest path (Θ = 0 equivalent to pure random walk), whereas larger values approach the equivalent of a least-cost path. Broad-scale concordance between model predictions was found for paths originating in the NCDE and those originating in the GYE for all 3 levels of movement exploration. The resulting RSP rasters provide evidence that landscape features concentrate movement paths into corridors (e.g., because of anthropogenic influence), and delineate paths that typically follow neighboring mountain ranges. Movement paths that converge at junctions between several ranges may serve as pivotal stepping stones for grizzly bear movement and successful dispersal.
format Dataset
author Christopher P. Peck
Frank T. van Manen
Cecily M. Costello
Mark A. Haroldson
Lisa A. Landenburger
Lori L. Roberts
Daniel D. Bjornlie
Richard D. Mace
author_facet Christopher P. Peck
Frank T. van Manen
Cecily M. Costello
Mark A. Haroldson
Lisa A. Landenburger
Lori L. Roberts
Daniel D. Bjornlie
Richard D. Mace
author_sort Christopher P. Peck
title Randomized shortest paths for Grizzly Bear dispersal between the GYE and NCDE
title_short Randomized shortest paths for Grizzly Bear dispersal between the GYE and NCDE
title_full Randomized shortest paths for Grizzly Bear dispersal between the GYE and NCDE
title_fullStr Randomized shortest paths for Grizzly Bear dispersal between the GYE and NCDE
title_full_unstemmed Randomized shortest paths for Grizzly Bear dispersal between the GYE and NCDE
title_sort randomized shortest paths for grizzly bear dispersal between the gye and ncde
publisher USGS Science Data Catalog
publishDate 2017
url https://search.dataone.org/view/90119b9a-ec14-4990-bf28-788e73b293c5
op_coverage Geographic extent includes portions of Montana, Idaho, and Wyoming extending from the Canadian border to the north to Yellowstone National Park to the south.
ENVELOPE(-117.1451,-106.69583,49.110065,41.45115)
BEGINDATE: 2000-05-01T00:00:00Z ENDDATE: 2015-10-31T00:00:00Z
long_lat ENVELOPE(-63.992,-63.992,-64.786,-64.786)
ENVELOPE(-117.1451,-106.69583,49.110065,41.45115)
geographic Stepping Stones
geographic_facet Stepping Stones
genre Ursus arctos
Stepping Stones
genre_facet Ursus arctos
Stepping Stones
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