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Using distribution models to test alternative hypotheses about a species' environmental limits and recovery prospects

机译:使用分布模型测试有关物种环境极限和恢复前景的替代假设

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Distribution models are commonly used to generalise across species distributions, to project future potential range changes, and to identify potential areas for species reintroductions and recovery plans. Building several models that incorporate different potential causal factors is a useful way of formalising alternative hypotheses. We developed a series of models to test hypotheses about the factors influencing the distribution of a species of conservation importance - the hen harrier Circus cyaneus. A climate-based model using continental distribution data was consistent with the continental distribution and observational studies in Britain. According to the climate-model the parts of Britain occupied by the hen harrier are the least climatically suitable. Habitat-based models using detailed distribution data from seven Scottish areas explained the recent British distribution well, with birds largely confined to heather dominated areas. These patterns were inconsistent with historical data on the species' distribution, its habitat use in other parts of its range and with the climate-based model. Our burn intensity index of gamekeeper activity was highly correlated with climatic suitability within the best 25% of 10km squares by modelled habitat suitability, negatively associated with the productivity data and associated with a decrease in abundances between 1998 and 2004. Gamekeeper activity may be keeping hen harriers out of the most climatically suitable areas with habitat similar to that which they currently occupy within Britain and or keeping the population numbers too low and isolated for the natural re-expansion of the species into parts of the range where it was historically extirpated.
机译:分布模型通常用于概括物种分布,以预测未来的潜在范围变化,并确定物种再引入和恢复计划的潜在区域。建立包含不同潜在因果因素的几个模型是形式化替代假设的有用方法。我们开发了一系列模型来检验关于影响具有保护意义的物种-母鸡马戏团cyanuss的分布的假设。使用大陆分布数据的基于气候的模型与英国的大陆分布和观测研究一致。根据气候模型,英国的母鸡所占的部分在气候上最不适合。基于栖息地的模型使用了来自七个苏格兰地区的详细分布数据,很好地解释了英国最近的分布情况,其中鸟类主要局限在希瑟地区。这些模式与有关该物种分布的历史数据,其范围其他部分的栖息地使用情况以及基于气候的模型不一致。通过模拟的栖息地适应性,我们的游戏管理员活动的燃烧强度指数与10 km的最佳25%内的气候适应性高度相关,与生产力数据负相关,并且与1998年至2004年之间的丰度降低相关。游戏玩家活动可能使母鸡保持活动of将其栖息地移出最适合气候的地区,其栖息地与他们目前在英国境内所居住的栖息地相似,或者使种群数量过少且与世隔绝,以致该物种无法自然扩展到历史上已灭绝的范围。

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