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首页> 外文期刊>Ecological informatics: an international journal on ecoinformatics and computational ecology >The response of shrubland patterns' properties to rainfall changes and to the catastrophic removal of plants in semi-arid regions predicted by Reaction-Diffusion simulations
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The response of shrubland patterns' properties to rainfall changes and to the catastrophic removal of plants in semi-arid regions predicted by Reaction-Diffusion simulations

机译:反应扩散模拟预测半干旱地区灌木丛格局特性对降雨变化和植物的灾难性去除的响应

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摘要

Extended areas of the Mediterranean and semi-arid ecosystems are predicted to face decreased water availability, alongside increased human disturbances owing to an increase in population during this century. The use of geosimulations is instrumental for studying the expected ecosystem's response to predicted changes in habitat conditions due to the lack of field data at appropriate spatial and temporal resolutions over wide regional extents throughout sufficient time spans. Computational simulations, based on reaction-diffusion equations (RDE), were performed in order to quantitatively assess the form of shrubland pattern changes in response to decreasing and increasing rainfall regimes and during recovery following catastrophic removal of plants, which would result from fires or droughts. Patch pattern properties were analyzed using the Shannon Wiener fragmentation (SW) metric (= Sigma Si Ln Si, where Si is the area fraction of patch i of n patches) and the edge ratio (ER) metric (= sum of edge area/sum of patches' area). The SW fragmentation change during pattern formation is characterized by 3 phases, where in the first phase there is decreased fragmentation, and the third phase represents the evolution of equilibrium. The second phase is the most interesting one, where we have observed pattern regularization obtained by rearranging the shrubs' patches while increasing the fragmentation of the shrub patches. Such regularization phases seem to be a primary characteristic of self-organized behavior in these ecosystems. The general form of pattern properties change with decreasing or increasing rainfall according to SW fragmentation levels reached at equilibrium, which revealed a non-linear configuration with three divergence points. At these divergence points, the pattern evolution trajectories diverge according to the rainfall change rates. The most important divergence point occurs when rainfall drops below the critical desertification level. Whereas a slow reduction in rainfall would allow the shrub patches to be maintained below this critical rainfall level, rapid changes would cause immediate desertification. Edge ratios are closely linked to rainfall levels, and thus, they may provide early warnings and allow changes in the habitat conditions to be monitored due to climate changes. (C) 2016 Elsevier B.V. All rights reserved.
机译:预计地中海和半干旱生态系统的扩展区域将面临水资源短缺,同时由于本世纪人口增加而引起的人为干扰增加。地理模拟的使用有助于研究预期的生态系统对栖息地条件的预测变化的响应,这是由于缺乏足够的时空分辨率,在足够长的时间范围内,在较大的区域范围内缺乏野外数据所致。进行了基于反应扩散方程式(RDE)的计算模拟,以便定量评估灌木丛格局变化的形式,以响应因降雨和降雨增加而造成的情况,以及在灾难性地移走植物后(由于火灾或干旱而导致的恢复过程中) 。使用Shannon Wiener片段化(SW)度量标准(= Sigma Si Ln Si,其中Si是n个补丁的第i个补丁的面积分数)和边缘比率(ER)度量标准(=边缘面积/总和)分析了补丁图案特性补丁区域)。图案形成过程中的SW碎裂变化以三个阶段为特征,其中在第一阶段中碎裂减少,而第三阶段代表平衡的演变。第二阶段是最有趣的阶段,在该阶段中,我们观察到通过重新排列灌木斑块同时增加灌木斑块的碎片化而获得的图案正则化。这种规范化阶段似乎是这些生态系统中自组织行为的主要特征。形态特征的一般形式随着达到平衡的西南破碎水平而随着降雨的减少或增加而变化,这揭示了具有三个发散点的非线性结构。在这些分歧点,模式演变轨迹根据降雨变化率而分歧。最重要的发散点出现在降雨降至关键荒漠化水平以下时。降雨的缓慢减少将使灌木丛保持在该临界降雨水平以下,而迅速的变化将导致沙漠化。边际比率与降雨水平密切相关,因此,它们可以提供预警,并允许监测由于气候变化引起的栖息地条件的变化。 (C)2016 Elsevier B.V.保留所有权利。

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