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In situ adaptive response to climate and habitat quality variation: spatial and temporal variation in European badger (Meles meles) body weight
Authors:Andrew W Byrne  Ursula Fogarty  James O'Keeffe  Chris Newman
Institution:1. Veterinary Sciences Division, Agri‐Food and Biosciences Institute, Belfast, County Antrim, UK;2. Centre for Veterinary Epidemiology and Risk Analysis, School of Veterinary Medicine, University College Dublin, Belfield, Dublin 4, Ireland;3. Irish Equine Centre, Johnstown, Kildare, Ireland;4. Department of Agriculture, Food and the Marine, Agriculture House, Dublin 2, Ireland;5. Wildlife Conservation Research Unit, Department of Zoology, University of Oxford, Tubney, Abingdon, UK
Abstract:Variation in climatic and habitat conditions can affect populations through a variety of mechanisms, and these relationships can act at different temporal and spatial scales. Using post‐mortem badger body weight records from 15 878 individuals captured across the Republic of Ireland (7224 setts across ca. 15 000 km2; 2009–2012), we employed a hierarchical multilevel mixed model to evaluate the effects of climate (rainfall and temperature) and habitat quality (landscape suitability), while controlling for local abundance (unique badgers caught/sett/year). Body weight was affected strongly by temperature across a number of temporal scales (preceding month or season), with badgers being heavier if preceding temperatures (particularly during winter/spring) were warmer than the long‐term seasonal mean. There was less support for rainfall across different temporal scales, although badgers did exhibit heavier weights when greater rainfall occurred one or 2 months prior to capture. Badgers were also heavier in areas with higher landscape habitat quality, modulated by the number of individuals captured per sett, consistent with density‐dependent effects reducing weights. Overall, the mean badger body weight of culled individuals rose during the study period (2009–2012), more so for males than for females. With predicted increases in temperature, and rainfall, augmented by ongoing agricultural land conversion in this region, we project heavier individual badger body weights in the future. Increased body weight has been associated with higher fecundity, recruitment and survival rates in badgers, due to improved food availability and energetic budgets. We thus predict that climate change could increase the badger population across the Republic of Ireland. Nevertheless, we emphasize that, locally, populations could still be vulnerable to extreme weather variability coupled with detrimental agricultural practice, including population management.
Keywords:Body mass  climate change  farming practice  habitat suitability  hierarchical modelling  scale dependencies  weather variability
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