Ensemble machine-learning-based geospatial approach for flood risk assessment using multi-sensor remote-sensing data and GIS
Author:
Affiliation:
1. Department of Civil Engineering, Faculty of Engineering, University Putra Malaysia, Serdang, Selangor, Malaysia
2. Department of Energy and Mineral Resources Engineering, Sejong University, Seoul, Republic of Korea
Publisher
Informa UK Limited
Subject
General Earth and Planetary Sciences,General Environmental Science
Link
https://tandfonline.com/doi/pdf/10.1080/19475705.2017.1294113
Reference40 articles.
1. Landslide susceptibility mapping for a landslide-prone area (Findikli, NE of Turkey) by likelihood-frequency ratio and weighted linear combination models
2. Application of an evidential belief function model in landslide susceptibility mapping
3. Flood risk analyses—how detailed do we need to be?
4. The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan
5. Individual preferences for reducing flood risk to near zero through elevation
Cited by 273 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. Improving the model robustness of flood hazard mapping based on hyperparameter optimization of random forest;Expert Systems with Applications;2024-05
2. Investigation and Evaluation of Land Use–Land Cover Change Effects on Current and Future Flood Susceptibility;Natural Hazards Review;2024-02
3. A study of road closure due to rainfall and flood zone based on logistic regression;International Journal of Disaster Risk Reduction;2024-02
4. Estimation of MFFPI for flood hazards assessment using geospatial technology in the Tawi Basin, India;Geosystems and Geoenvironment;2024-02
5. Entropy-Based Modelling for Flash Flood Hazard Mapping in Uttarakhand Himalaya;Journal of the Indian Society of Remote Sensing;2024-01-25
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