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Individual‐based movement models reveals sex‐biased effects of landscape fragmentation on animal movement

机译:基于个体的运动模型揭示了景观破碎化对动物运动的性别偏见影响

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Animal movement and behavior may respond to habitat modification or fragmentation in non trivial ways, thereby strongly conditioning the fate of populations. This study aims to understand movement patterns of non‐dispersal animals in both natural and altered landscapes, using the endangered terrestrial tortoise Testudo graeca as example. We used individual‐based simulation models representing competing hypotheses on tortoise movement. Model parameterization and selection was based on radiotracking data and an inverse approach that is able to deal with observation uncertainty, individual variability, and process stochasticity. We find that land use intensification had a strong impact on the movement and behavior of non‐dispersing individuals of T. graeca . In natural landscapes, males and females showed a similar movement and behavior profile with a strong home behavior component, and little individual variability. However, in altered landscapes, movement and behavior greatly varied among individuals, particularly in females, and males and females showed different movement patterns. Females showed a wide range of movement patterns, from strong home behavior to an unbounded movement. Our study shows that population or movement models that assume single behavioral states for animals inhabiting different landscape structures can be strongly misleading and, furthermore, that the impact of landscape modification on movement and behavioral patterns can be strongly sex‐biased. Flexible, individual‐based movement models coupled with inverse parameterization and model selection approaches proved useful in understanding the mechanisms controlling animal movement patterns.
机译:动物的活动和行为可能以微不足道的方式响应栖息地的改变或破碎,从而有力地调节了种群的命运。这项研究旨在以濒临灭绝的陆龟(i)陆龟(Testudo graeca)为例,了解自然和变化景观中非分散性动物的运动方式。我们使用了基于个体的仿真模型,这些模型代表了乌龟运动的竞争假设。模型参数化和选择是基于无线电跟踪数据和一种能够处理观测不确定性,个体差异和过程随机性的逆方法。我们发现,土地利用集约化对 T. graeca的非分散个体的运动和行为产生了强烈影响。在自然景观中,雄性和雌性表现出相似的运动和行为特征,具有很强的家庭行为成分,个体差异很小。然而,在变化的景观中,个体之间的运动和行为差异很大,尤其是女性,男性和女性表现出不同的运动方式。女性表现出各种各样的运动方式,从强势的家庭行为到无限制的运动。我们的研究表明,假设居住在不同景观结构中的动物具有单一行为状态的种群或运动模型可能会产生严重的误导,此外,景观修改对运动和行为方式的影响可能会强烈偏向性别。灵活的基于个体的运动模型与逆参数化和模型选择方法相结合,被证明有助于理解控制动物运动模式的机制。

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