Analysis of soil erosion characteristics in small watersheds with particle swarm optimization, support vector machine, and artificial neuronal networks

Sand production by soil erosion in small watershed is a complex physical process. There are few physical models suitable to describe the characteristics of the intense erosion in domestic loess plateau. Introducing support vector machine (SVM) oriented to small sample data and possessing good extens...

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Veröffentlicht in:Environmental earth sciences 2010-06, Vol.60 (7), p.1559-1568
Hauptverfasser: Yunkai, Li, Yingjie, Tian, Zhiyun, Ouyang, Lingyan, Wang, Tingwu, Xu, Peiling, Yang, Huanxun, Zhao
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Sprache:eng
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