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Treatment-based Markov chain models clarify mechanisms of invasion in an invaded grassland community

机译:基于治疗的马尔可夫链模型阐明了入侵草原社区的入侵机制

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摘要

What are the relative roles of mechanisms underlying plant responses in grassland communities invaded by both plants and mammals? What type of community can we expect in the future given current or novel conditions? We address these questions by comparing Markov chain community models among treatments from a field experiment on invasive species on Robinson Crusoe Island, Chile. Because of seed dispersal, grazing and disturbance, we predicted that the exotic European rabbit (Oryctolagus cuniculus) facilitates epizoochorous exotic plants (plants with seeds that stick to the skin an animal) at the expense of native plants. To test our hypothesis, we crossed rabbit exclosure treatments with disturbance treatments, and sampled the plant community in permanent plots over 3 years. We then estimated Markov chain model transition probabilities and found significant differences among treatments. As hypothesized, this modelling revealed that exotic plants survive better in disturbed areas, while natives prefer no rabbits or disturbance. Surprisingly, rabbits negatively affect epizoochorous plants. Markov chain dynamics indicate that an overall replacement of native plants by exotic plants is underway. Using a treatment-based approach to multi-species Markov chain models allowed us to examine the changes in the importance of mechanisms in response to experimental impacts on communities.
机译:在植物和哺乳动物共同入侵的草地群落中,植物反应机制的相对作用是什么?在当前或新颖的条件下,我们将来可以期望什么样的社区?我们通过比较智利罗宾逊漂流记岛上入侵物种的田间实验的处理之间的马尔可夫链社区模型来解决这些问题。由于种子的散布,放牧和干扰,我们预测外来的欧洲兔子(穴兔(Oryctolagus cuniculus))会促进表生的外来植物(带有种子附着在动物皮肤上的植物),而以天然植物为代价。为了检验我们的假设,我们将兔排泄治疗与干扰治疗相结合,并在3年​​的永久性地块中对植物群落进行了采样。然后,我们估算了马尔可夫链模型的转移概率,并发现治疗之间存在显着差异。如所假设的那样,该模型表明外来植物在受灾地区的生存状况更好,而当地人则不喜欢兔子或受灾地区。出人意料的是,兔子对附生植物有负面影响。马尔可夫链动力学表明,外来植物正在全面取代本土植物。使用基于治疗的方法对多物种进行马尔可夫链模型,使我们能够研究机制的重要性变化,以响应实验对社区的影响。

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