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Comparison of soil erosion models used to study the Chinese Loess Plateau

机译:中国黄土高原土壤侵蚀模型比较研究

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摘要

The Loess Plateau suffers from severe soil erosion that leads to a series of ecological and economic problems such as reduced land productivity, exacerbated rural poverty, decreased biodiversity and sedimentation of the riverbed in the lower reaches of the Yellow River. Soil erosion models are commonly used on the Loess Plateau to help target sustainable land management strategies to control soil erosion. In this study, we compared eleven soil erosion models that were previously used on the Loess Plateau. We studied their prediction accuracy, process representation, data and calibration requirements, and potential application in scenario studies. The selected models consisted of a broad range of model types, structures and scales. The comparison showed that process-based and empirical models did not necessarily yield more accurate results over one another for the Loess Plateau. Among the process-based models, Si’ model, WEPP and MMF had the highest prediction accuracy. However, some of the selected models were tested with total sediment load while others were tested with suspended sediment load (i.e. bedload is not included), which is subject to several drawbacks. Research questions that each of the models can address on the Loess Plateau were suggested. Further improvement of soil erosion models for the Loess Plateau should concentrate on enhancing the quality of data for model implementation and testing, incorporating key processes into process-based models according to their aims and scales, comparing models that address the same research questions, and implementing internal and spatial model testing.
机译:黄土高原水土流失严重,导致一系列生态和经济问题,例如土地生产力下降,农村贫困加剧,生物多样性下降以及黄河下游河床的沉积。黄土高原地区普遍使用土壤侵蚀模型,以帮助制定可持续的土地管理策略来控制土壤侵蚀。在这项研究中,我们比较了黄土高原先前使用的11种土壤侵蚀模型。我们研究了它们的预测准确性,过程表示,数据和校准要求以及在方案研究中的潜在应用。所选模型包括各种模型类型,结构和比例。比较结果表明,基于过程的模型和经验模型并不一定能得出更准确的结果。在基于过程的模型中,Si’模型,WEPP和MMF的预测精度最高。但是,某些选定的模型是在总泥沙负荷下进行测试的,而另一些模型是在悬浮泥沙负荷下进行测试的(即不包括河床负荷),这有很多缺点。提出了每个模型可以在黄土高原上解决的研究问题。黄土高原土壤侵蚀模型的进一步改进应集中于提高模型实施和测试的数据质量,根据其目标和规模将关键过程纳入基于过程的模型中,比较解决相同研究问题的模型并实施内部和空间模型测试。

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