Review on landslide susceptibility mapping using support vector machines
Author:
Funder
National Key R&D Program of China
National Science Fund for Distinguished Young Scholars of China
Publisher
Elsevier BV
Subject
Earth-Surface Processes
Reference85 articles.
1. Automatic Parameter Selection for Polynomial Kernel;Ali,2003
2. The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan;Ayalew;Geomorphology,2005
3. Support vector machines for landslide susceptibility mapping: the Staffora river basin case study, Italy;Ballabio;Math. Geosci.,2012
4. Characterising performance of environmental models;Bennett;Environ. Model Softw.,2013
5. Random forests;Breiman;Mach. Learn.,2001
Cited by 474 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. A novel multi-step ahead prediction method for landslide displacement based on autoregressive integrated moving average and intelligent algorithm;Engineering Applications of Artificial Intelligence;2024-11
2. Shifting from traditional landslide occurrence modeling to scenario estimation with a “glass-box” machine learning;Science of The Total Environment;2024-11
3. Landslide dynamic susceptibility mapping in urban expansion area considering spatiotemporal land use and land cover change;Science of The Total Environment;2024-11
4. A SHAP-enhanced XGBoost model for interpretable prediction of coseismic landslides;Advances in Space Research;2024-10
5. Analyzing spatial non-stationarity effects of driving factors on landslides: a multiscale geographically weighted regression approach based on slope units;Bulletin of Engineering Geology and the Environment;2024-09-11
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3