机器学习在滑坡智能防灾减灾中的应用与发展趋势

Author:

Dou Jie,Xiang Zilin,Xu Qiang,Zheng Penglin,Wang Xiekang,Su Aijun,Liu Junqi,Luo Wanqi

Publisher

Editorial Office of Earth Science

Subject

General Earth and Planetary Sciences,Computer Science Applications,Building and Construction

Reference139 articles.

1. Ayalew, L., Yamagishi, H., Marui, H., et al., 2005. Landslides in Sado Island of Japan: Part I. Case Studies, Monitoring Techniques and Environmental Considerations. Engineering Geology, 81(4): 419-431. https://doi.org/10.1016/j.enggeo.2005.08.005

2. Bai, S. B., Wang, J., Lu, G. N., et al., 2008. GIS-Based Landslide Susceptibility Mapping with Comparisons of Results from Machine Learning Methods Process versus Logistic Regression in Bailongjiang River Basin, China. EGU, Vienna.

3. Bai, X., Zhang, X. N., 2018. Application of Artificial Intelligence in Remote Sensing of Disaster Reduction. City and Disaster Reduction, (6): 82-87 (in Chinese with English abstract).

4. Brabb, E. E., 1985. Innovative Approaches to Landslide Hazard and Risk Mapping. International Landslide Symposium Proceedings, Toronto.

5. Cao, Y., Yin, K. L., Alexander, D. E., et al., 2016. Using an Extreme Learning Machine to Predict the Displacement of Step-Like Landslides in Relation to Controlling Factors. Landslides, 13(4): 725-736. https://doi.org/10.1007/s10346-015-0596-z

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