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Classification Model of Slopeland Soil Erosion Degree in Taiwan
Authors: Chao-Wen Wang, Che-Wei Shen, Yeh-Hsiu Chiang
Number of views: 263
Given that Taiwan did not undertake any form of comprehensive planning with regards to the utilization of slopelands in the early days, the country’s agricultural resources have been adversely affected by the by changes in the economic structure. Consequently, in 1976, the promulgation of the Slopeland Conservation and Utilization Act allowed the government to clarify the scope of slopelands. At the same time, the “Classification Standards of Slopeland Utilization Limitation” was developed to classify slopelands into land suitable for agricultural, animal husbandry or forestry purposes or as land subject to strengthened conservation. The classification was done based on a number of factors including average slope, soil depth, soil erosion degree and parent rock. Among the factors, the degree of soil erosion is considered the most difficult to determine. To avoid false determination, this study selected 13,403 cadastral units from 15 land sections in 9 townships as sample areas to analyze the classification of slopeland in terms of degree of soil erosion: Da-an Section, Sun-tzu-lin Section, Li-yu-wei Section (of Chushan Township in Nantou County), Bei-shan-keng Section (of Guoxing Township in Nantou County), Jun-keng Section (of Shuili Township in Nantou County), Xin-wei Section, Liu-guei Section (of Liuguei District in Kaohsiung City), Jia-shian Section, Gong-Guan Section (of Jiashian District in Kaohsiung City), Ji-mo-lo Section (of Namasia District in Kaohsiung City), Sheng-mao-shu Section, Ko-tzu-lin Section (of Meishan Township in Chiayi County), Fan-lu Section, Gong-tian Section (of Fanlu Township in Chiayi County), and Da-pu Section (of Dapu Township in Chiayi County).
This study selected 15 soil erosion factors, including standard deviation of slope, standard deviation of aspect, terrain roughness, terrain curvature, landslide ratio of Fanapi typhoon, area ratio of badland, area ratio of dip slope, rockfall area ratio, debris slide area ratio, debris flow track area ratio, rainfall erosivity index, soil erodibility index, slope length factor, land coverage and management index, and normalized difference vegetation index (NDVI), to establish a classification model of slopeland soil erosion degree by discriminant analysis. According to receiver operating characteristic (ROC), the area under curve (AUC) of up to 0.785, suggesting that the classification model of slopeland soil erosion degree established in this study can be a useful reference for onsite investigators, enhancing the administrative efficiency of soil erosion degree determination.