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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

机译:对气候和栖息地质量变化的原地适应性响应:欧洲badge体重的时空变化

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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 km(2); 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.
机译:气候和栖息地条件的变化可以通过多种机制影响种群,这些关系可以在不同的时空尺度上起作用。使用从爱尔兰共和国捕获的15878名个体的死后badge体重记录(在约15 000 km(2); 2009-2012年,共7224套),我们采用了分层的多层次混合模型来评估气候的影响(降雨和温度)和栖息地质量(景观适宜性),同时控制本地丰度(捕获的唯一rs /栖息/年)。体重在许多时间范围内(前一个月或一个季节)受温度的强烈影响,如果先前的温度(特别是在冬季/春季)比长期的季节性平均温度更高,则rs的体重会增加。尽管在捕获前一两个月出现更大的降雨时,badge的体重确实增加了,但在不同时间尺度上对降雨的支持却较少。在较高的景观栖息地质量的地区,也较重,这取决于每定居点捕获的个体数量,这与密度相关的减轻体重的作用一致。总体而言,在研究期间(2009-2012年),被剔除个体的r平均体重有所上升,男性比女性多。随着温度和降雨的预计增加,以及该地区正在进行的农用土地转换,我们预计未来individual的体重将增加。由于改善了食物供应和精力充沛的预算,体重增加与higher的繁殖力,募集和存活率有关。因此,我们预测气候变化可能会增加整个爱尔兰共和国的r种群。然而,我们强调,在当地,人口仍然可能易受极端天气多变以及有害的农业实践(包括人口管理)的影响。

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