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Soil erosion modeling in terraced landscapes-examples from the Three-Gorges-Area, China

机译:土壤侵蚀在梯田景观中建模 - 中国三峡地区的实例

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The construction and impoundment of the Three-Gorges-Dam in China fosters an extremely high land-use dynamic. Soil erosion is expected to increase dramatically. In the mountainous landscape farming is mainly practiced on terraced land. Thus, the conceptual TerraCE model (Terrace-Condition-Erosion) was developed to assess the spatial variability of terrace condition and the resulting soil erosion risk potential. Our investigations in the Xiangxi catchment confirm the model assumptions. The conditionsof terraces were found as a key factor to determine soil erosion. They can be classified in 4 clusters, (a) well maintained (20 %), (b) badly maintained (48%), (c) partially collapsed (15%), and (d) completely collapsed (6%). Further, our investigationsshow that the distance to the inundated area and to the road network are significant covariates to predict the spatial distribution of soil erosion risk. The mean distances to the new shoreline vary between 614 m (well maintained) and 128 m (completely collapsed). The mean distances to the main roads are 588 m and 148 m respectively. A first spatial prediction of the terrace condition of the TerraCE model combined with a random forests multi-regression approach show promising results with a spatial accuracy of 70%.
机译:中国三峡大坝的建设和蓄积促进了极高的土地使用动态。预计土壤侵蚀将急剧增加。在山区景观农业主要在梯田上练习。因此,开发了概念露台模型(露台 - 条件侵蚀),以评估露台条件的空间变异性和由此产生的土壤侵蚀风险潜力。我们对湘西集水区的调查确认了模型假设。发现梯田的条件是确定土壤侵蚀的关键因素。它们可以分类为4个簇,(a)维持良好(20%),(b)严重维持(48%),(c)部分折叠(15%),(d)完全折叠(6%)。此外,我们的调查显示与淹没区域和道路网络的距离是重要的协调因子,以预测土壤侵蚀风险的空间分布。新海岸线的平均距离在614米(保持良好)和128米(完全折叠)之间变化。主要道路的平均距离分别为588米和148米。露台模型的露台条件的第一空间预测与随机森林的多元回归方法相结合,表现出具有70%的空间精度的有前途的结果。

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