Predicting hedgehog mortality risks on British roads using habitat suitability modelling

Road vehicle collisions are likely to be an important contributory factor in the decline of the European hedgehog (Erinaceus europaeus) in Britain. Here, a collaborative roadkill dataset collected from multiple projects across Britain was used to assess when, where and why hedgehog roadkill are more...

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Main Authors: Patrick G.R. Wright, Frazer G. Coomber, Chloe C. Bellamy, Sarah E. Perkins, Fiona Mathews
Format: Article
Language:English
Published: PeerJ Inc. 2020-01-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/8154.pdf
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spelling doaj-a84d206ce2ec4b16b5cbbe5764f0031d2020-11-25T02:04:56ZengPeerJ Inc.PeerJ2167-83592020-01-017e815410.7717/peerj.8154Predicting hedgehog mortality risks on British roads using habitat suitability modellingPatrick G.R. Wright0Frazer G. Coomber1Chloe C. Bellamy2Sarah E. Perkins3Fiona Mathews4Life Sciences, University of Sussex, Brighton, UKLife Sciences, University of Sussex, Brighton, UKCentre for Ecosystems, Forest Research, Roslin, UKSchool of Biosciences, Cardiff University, Cardiff, UKLife Sciences, University of Sussex, Brighton, UKRoad vehicle collisions are likely to be an important contributory factor in the decline of the European hedgehog (Erinaceus europaeus) in Britain. Here, a collaborative roadkill dataset collected from multiple projects across Britain was used to assess when, where and why hedgehog roadkill are more likely to occur. Seasonal trends were assessed using a Generalized Additive Model. There were few casualties in winter—the hibernation season for hedgehogs—with a gradual increase from February that reached a peak in July before declining thereafter. A sequential multi-level Habitat Suitability Modelling (HSM) framework was then used to identify areas showing a high probability of hedgehog roadkill occurrence throughout the entire British road network (∼400,000 km) based on multi-scale environmental determinants. The HSM predicted that grassland and urban habitat coverage were important in predicting the probability of roadkill at a national scale. Probabilities peaked at approximately 50% urban cover at a one km scale and increased linearly with grassland cover (improved and rough grassland). Areas predicted to experience high probabilities of hedgehog roadkill occurrence were therefore in urban and suburban environments, that is, where a mix of urban and grassland habitats occur. These areas covered 9% of the total British road network. In combination with information on the frequency with which particular locations have hedgehog road casualties, the framework can help to identify priority areas for mitigation measures.https://peerj.com/articles/8154.pdfErinaceus europaeusWildlife-vehicle collisionsPopulation declineMitigationRoadkillMaxent
collection DOAJ
language English
format Article
sources DOAJ
author Patrick G.R. Wright
Frazer G. Coomber
Chloe C. Bellamy
Sarah E. Perkins
Fiona Mathews
spellingShingle Patrick G.R. Wright
Frazer G. Coomber
Chloe C. Bellamy
Sarah E. Perkins
Fiona Mathews
Predicting hedgehog mortality risks on British roads using habitat suitability modelling
PeerJ
Erinaceus europaeus
Wildlife-vehicle collisions
Population decline
Mitigation
Roadkill
Maxent
author_facet Patrick G.R. Wright
Frazer G. Coomber
Chloe C. Bellamy
Sarah E. Perkins
Fiona Mathews
author_sort Patrick G.R. Wright
title Predicting hedgehog mortality risks on British roads using habitat suitability modelling
title_short Predicting hedgehog mortality risks on British roads using habitat suitability modelling
title_full Predicting hedgehog mortality risks on British roads using habitat suitability modelling
title_fullStr Predicting hedgehog mortality risks on British roads using habitat suitability modelling
title_full_unstemmed Predicting hedgehog mortality risks on British roads using habitat suitability modelling
title_sort predicting hedgehog mortality risks on british roads using habitat suitability modelling
publisher PeerJ Inc.
series PeerJ
issn 2167-8359
publishDate 2020-01-01
description Road vehicle collisions are likely to be an important contributory factor in the decline of the European hedgehog (Erinaceus europaeus) in Britain. Here, a collaborative roadkill dataset collected from multiple projects across Britain was used to assess when, where and why hedgehog roadkill are more likely to occur. Seasonal trends were assessed using a Generalized Additive Model. There were few casualties in winter—the hibernation season for hedgehogs—with a gradual increase from February that reached a peak in July before declining thereafter. A sequential multi-level Habitat Suitability Modelling (HSM) framework was then used to identify areas showing a high probability of hedgehog roadkill occurrence throughout the entire British road network (∼400,000 km) based on multi-scale environmental determinants. The HSM predicted that grassland and urban habitat coverage were important in predicting the probability of roadkill at a national scale. Probabilities peaked at approximately 50% urban cover at a one km scale and increased linearly with grassland cover (improved and rough grassland). Areas predicted to experience high probabilities of hedgehog roadkill occurrence were therefore in urban and suburban environments, that is, where a mix of urban and grassland habitats occur. These areas covered 9% of the total British road network. In combination with information on the frequency with which particular locations have hedgehog road casualties, the framework can help to identify priority areas for mitigation measures.
topic Erinaceus europaeus
Wildlife-vehicle collisions
Population decline
Mitigation
Roadkill
Maxent
url https://peerj.com/articles/8154.pdf
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