Comparison of convolutional neural networks for landslide susceptibility mapping in Yanshan County, China

• Published in: The Science of the total environment Vol. 666; pp. 975 - 993
• Main Authors: Wang, Yi, Fang, Zhice, Hong, Haoyuan
• Format: Journal Article
• Language: English
• Published: Netherlands Elsevier B.V 20.05.2019
• Subjects: China; Convolutional neural network; Data presentation algorithm; Deep learning; disasters; Landslide susceptibility; landslides; neural networks; prediction; support vector machines; Yanshan County; China; Deep learning; Data presentation algorithm; Landslide susceptibility; Yanshan County; Convolutional neural network

Assessments of landslide disasters are becoming increasingly urgent. The aim of this study is to investigate a convolutional neural network (CNN) framework for landslide susceptibility mapping (LSM) in Yanshan County, China. The two primary contributions of this study are summarized as follows. Firs...