Brown bear habitat suitability in the Pyrenees: transferability across sites and linking scales to make the most of scarce data

1. Identification of suitable habitats for small, endangered populations is important to preserve key areas for potential augmentation. However, replicated spatial data from a sufficient number of indi- viduals are often unavailable for such populations, leading to unreliable habitat models. This is th...

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Published in:Journal of Applied Ecology
Main Authors: Martin, Jodie, Revilla, Eloy, Quenette, Pierre-Yves, Naves, Javier, Allaine, Dominique, Swenson, Jon E.
Format: Article in Journal/Newspaper
Language:English
Published: 2012
Subjects:
Online Access:http://hdl.handle.net/10261/51723
https://doi.org/10.1111/j.1365-2664.2012.02139.x
id ftcsic:oai:digital.csic.es:10261/51723
record_format openpolar
spelling ftcsic:oai:digital.csic.es:10261/51723 2024-02-11T10:09:19+01:00 Brown bear habitat suitability in the Pyrenees: transferability across sites and linking scales to make the most of scarce data Martin, Jodie Revilla, Eloy Quenette, Pierre-Yves Naves, Javier Allaine, Dominique Swenson, Jon E. 2012 http://hdl.handle.net/10261/51723 https://doi.org/10.1111/j.1365-2664.2012.02139.x en eng http://dx.doi.org/10.1111/j.1365-2664.2012.02139.x Journal of Applied Ecology 2012, 49, 621–631 http://hdl.handle.net/10261/51723 doi:10.1111/j.1365-2664.2012.02139.x open attractive sink habitat Cantabrian mountains Carnivore conservation habitat model nested scales Pyrenees Mountains Source habitat spatial scale transferability Ursus arctos artículo http://purl.org/coar/resource_type/c_6501 2012 ftcsic https://doi.org/10.1111/j.1365-2664.2012.02139.x 2024-01-16T09:38:43Z 1. Identification of suitable habitats for small, endangered populations is important to preserve key areas for potential augmentation. However, replicated spatial data from a sufficient number of indi- viduals are often unavailable for such populations, leading to unreliable habitat models. This is the case for the endangered Pyrenean brown bear Ursus arctos population, with only about 20 individu- als surviving in two isolated groups. 2. We conducted habitat suitability analyses at two spatial scales (coarse and local). Given the lim- ited available data, we used information from the nearby Cantabrian brown bear population in Spain to develop a two-dimensional model (human and natural variables) at a coarse scale, based on logistic regression, which we applied in the Pyrenees. At a local scale, we used bear presence in the Pyrenees to describe the population’s ecological niche and develop a habitat suitability model using presence-only methods. We combined these models to obtain a more integrative understand- ing of bear requirements. 3. The coarse-scale model showed a good transferability to the Pyrenees, identifying preference for areas with high forest connectivity, masting trees, rugged terrain and shrubs and avoidance of areas with anthropogenic structures. The local-scale model was consistent with the coarse-scale model. Bears showed a trade-off between food resources (scarcer at high elevations) and human presence (higher at low elevations). 4. Our models illustrated that there is unoccupied good habitat for bears in the Pyrenees that could host new individuals. Combining two scales allowed us to identify areas that should be prioritized for management actions and also those that should be easier to manage for bears. 5. Synthesis and applications. Our study illustrates how a nested-scale approach, combining coarse data from a different population and fine-scale local data, can aid in the management of small popu- lations with limited data. This was applied to remnant brown bear populations to identify ... Article in Journal/Newspaper Ursus arctos Digital.CSIC (Spanish National Research Council) Journal of Applied Ecology no no
institution Open Polar
collection Digital.CSIC (Spanish National Research Council)
op_collection_id ftcsic
language English
topic attractive sink habitat
Cantabrian mountains
Carnivore conservation
habitat model
nested scales
Pyrenees Mountains
Source habitat
spatial scale
transferability
Ursus arctos
spellingShingle attractive sink habitat
Cantabrian mountains
Carnivore conservation
habitat model
nested scales
Pyrenees Mountains
Source habitat
spatial scale
transferability
Ursus arctos
Martin, Jodie
Revilla, Eloy
Quenette, Pierre-Yves
Naves, Javier
Allaine, Dominique
Swenson, Jon E.
Brown bear habitat suitability in the Pyrenees: transferability across sites and linking scales to make the most of scarce data
topic_facet attractive sink habitat
Cantabrian mountains
Carnivore conservation
habitat model
nested scales
Pyrenees Mountains
Source habitat
spatial scale
transferability
Ursus arctos
description 1. Identification of suitable habitats for small, endangered populations is important to preserve key areas for potential augmentation. However, replicated spatial data from a sufficient number of indi- viduals are often unavailable for such populations, leading to unreliable habitat models. This is the case for the endangered Pyrenean brown bear Ursus arctos population, with only about 20 individu- als surviving in two isolated groups. 2. We conducted habitat suitability analyses at two spatial scales (coarse and local). Given the lim- ited available data, we used information from the nearby Cantabrian brown bear population in Spain to develop a two-dimensional model (human and natural variables) at a coarse scale, based on logistic regression, which we applied in the Pyrenees. At a local scale, we used bear presence in the Pyrenees to describe the population’s ecological niche and develop a habitat suitability model using presence-only methods. We combined these models to obtain a more integrative understand- ing of bear requirements. 3. The coarse-scale model showed a good transferability to the Pyrenees, identifying preference for areas with high forest connectivity, masting trees, rugged terrain and shrubs and avoidance of areas with anthropogenic structures. The local-scale model was consistent with the coarse-scale model. Bears showed a trade-off between food resources (scarcer at high elevations) and human presence (higher at low elevations). 4. Our models illustrated that there is unoccupied good habitat for bears in the Pyrenees that could host new individuals. Combining two scales allowed us to identify areas that should be prioritized for management actions and also those that should be easier to manage for bears. 5. Synthesis and applications. Our study illustrates how a nested-scale approach, combining coarse data from a different population and fine-scale local data, can aid in the management of small popu- lations with limited data. This was applied to remnant brown bear populations to identify ...
format Article in Journal/Newspaper
author Martin, Jodie
Revilla, Eloy
Quenette, Pierre-Yves
Naves, Javier
Allaine, Dominique
Swenson, Jon E.
author_facet Martin, Jodie
Revilla, Eloy
Quenette, Pierre-Yves
Naves, Javier
Allaine, Dominique
Swenson, Jon E.
author_sort Martin, Jodie
title Brown bear habitat suitability in the Pyrenees: transferability across sites and linking scales to make the most of scarce data
title_short Brown bear habitat suitability in the Pyrenees: transferability across sites and linking scales to make the most of scarce data
title_full Brown bear habitat suitability in the Pyrenees: transferability across sites and linking scales to make the most of scarce data
title_fullStr Brown bear habitat suitability in the Pyrenees: transferability across sites and linking scales to make the most of scarce data
title_full_unstemmed Brown bear habitat suitability in the Pyrenees: transferability across sites and linking scales to make the most of scarce data
title_sort brown bear habitat suitability in the pyrenees: transferability across sites and linking scales to make the most of scarce data
publishDate 2012
url http://hdl.handle.net/10261/51723
https://doi.org/10.1111/j.1365-2664.2012.02139.x
genre Ursus arctos
genre_facet Ursus arctos
op_relation http://dx.doi.org/10.1111/j.1365-2664.2012.02139.x
Journal of Applied Ecology 2012, 49, 621–631
http://hdl.handle.net/10261/51723
doi:10.1111/j.1365-2664.2012.02139.x
op_rights open
op_doi https://doi.org/10.1111/j.1365-2664.2012.02139.x
container_title Journal of Applied Ecology
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