Journal of Wildlife Management · 2014 · 48 citations · 39 references
Natural ResourcesAnimal SciencesTransportation PlanningWildlife Habitat ManagementWildlife ManagementWildlife PolicyCollision AvoidanceRoad SafetyTraffic SafetyWildlife ConservationWildlife Management DecisionsAnimal Welfare EconomicsCollision RiskMitigationMitigation Measures AssessmentOptimal Location ModelingSpeed Limit ReductionTransportation Accident RiskWildlife Collision Risk
ABSTRACT Deer–vehicle collisions (DVCs) have major social, economic, and animal welfare costs. Modeling of accident risk relative to environmental characteristics could enable managers to plan the layout of new roads or determine optimal location of mitigation measures to reduce the number of accidents on existing roads. We analyzed position data providing road crossings from 67 global positioning system (GPS)‐marked red deer ( Cervus elaphus ) and location data of 271 car killed deer within the home ranges of the GPS‐marked red deer. We modeled collision risk as a function of speed limit, season, road characteristics, and habitat features. For a subset of the data, we tested if vegetation clearance along a highway reduced the collision frequency of red deer. The relative risk for DVCs increased with speed limit. We found a higher risk for DVCs during winter compared to the other seasons. Forest cover, distance to pasture, and terrain ruggedness substantially affected risk of DVCs. Road edge clearance reduced the frequency of DVCs, but the effect appeared in the winter season only with a decrease of 53%. Our study highlights that speed limit reduction and road edge clearance are both powerful mitigation tools to reduce the number of DVCs. © 2014 The Wildlife Society.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Ungulate Traffic Collisions in Europe
G.W.T.A. Groot Bruinderink, E. Hazebroek · Conservation Biology · 1996 · 478 citations
Life Sciences, Ecology, Zoology +14