A comparative study on machine learning modeling for mass movement susceptibility mapping (a case study of Iran)
Author:
Funder
Shiraz University
Publisher
Springer Science and Business Media LLC
Subject
Geology,Geotechnical Engineering and Engineering Geology
Link
http://link.springer.com/content/pdf/10.1007/s10064-020-01915-7.pdf
Reference156 articles.
1. Abdollahi S, Pourghasemi HR, Ghanbarian GA, Safaeian R (2019) Prioritization of effective factors in the occurrence of land subsidence and its susceptibility mapping using an SVM model and their different kernel functions. Bull Eng Geol Environ 78:4017–4034
2. Abdulelah Al-Sudani Z, Salih SQ, Sharafati A, Yaseen ZM (2019) Development of multivariate adaptive regression spline integrated with differential evolution model for streamflow simulation. J Hydrol 573:1–12. https://doi.org/10.1016/j.jhydrol.2019.03.004
3. Achour Y, Pourghasemi HR (2019) How do machine learning techniques help in increasing accuracy of landslide susceptibility maps? Geosci Front. https://doi.org/10.1016/j.gsf.2019.10.001
4. Adnan RM, Liang Z, Heddam S et al (2019) Least square support vector machine and multivariate adaptive regression splines for streamflow prediction in mountainous basin using hydro-meteorological data as inputs. J Hydrol 124371. https://doi.org/10.1016/J.JHYDROL.2019.124371
5. Ahmed B, Dewan A (2017) Application of bivariate and multivariate statistical techniques in landslide susceptibility modeling in Chittagong City Corporation, Bangladesh. Remote Sens 9:304. https://doi.org/10.3390/rs9040304
Cited by 26 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. Seismically induced hillslope disturbance, sediment connectivity and mass wasting: Insights from the 2008 Wenchuan earthquake;Geomorphology;2024-03
2. Novel optimized deep learning algorithms and explainable artificial intelligence for storm surge susceptibility modeling and management in a flood-prone island;Natural Hazards;2024-02-02
3. Modeling landslides hazard along Amman–Jerash–Irbid Highway, Jordan by integrating open street map (OSM) and weighted linear combination (WLC) techniques;Modeling Earth Systems and Environment;2023-12-28
4. SINIRLARIN ÖTESİNDEKİ DİJİTAL İZLER: GÖÇ KRİZİ ÜZERİNE SİSTEMATİK BİR DERLEME;Sosyoloji Araştırmaları Dergisi;2023-10-28
5. Integrating predictive modeling techniques with geospatial data for landslide susceptibility assessment in northern Pakistan;Journal of Mountain Science;2023-09
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