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Method and apparatus for landslide susceptibility mapping using machine-learning architecture
Method and apparatus for landslide susceptibility mapping using machine-learning architecture
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机译：利用机器学习架构进行滑坡敏感性测绘的方法和装置
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摘要
According to the present invention, a method of mapping the landslide vulnerability comprises the steps of: receiving a result of a preliminary investigation of a target area where a landslide vulnerability map should be prepared; selecting environmental factors required to calculate the landslide vulnerability; and establishing a landslide vulnerability model using a machine learning algorithm in consideration of data of the preliminary investigation and the environmental factors and creating the landslide vulnerability map of the target area based on the landslide vulnerability model. According to the present invention, by applying various machine learning techniques in creating a landslide vulnerability map, it is possible to improve the accuracy and prediction performance.
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