气候变化领域集成服务门户(CCPortal): Landslide susceptibility mapping through continuous fuzzification and geometric average multi-criteria decision-making approaches

CCPortal

DOI	10.1007/s11069-021-04606-y
	Landslide susceptibility mapping through continuous fuzzification and geometric average multi-criteria decision-making approaches
	Ghiasi V.; Ghasemi S.A.R.; Yousefi M.
发表日期	2021
ISSN	0921030X
起始页码	795
结束页码	808
卷号	107 期号:1
英文摘要	Landslide is a type of natural hazards causing many casualties in mountainous and rainy areas. Therefore, recognizing areas those that have potentials for happening such type of hazards is an important task. For this, methods of landslide susceptibility mapping, categorized mainly into two general data- and knowledge-driven approaches, have been widely developed and applied. In this regard, stochastic and systemic errors, respectively, associated with adequacy in the number of known landslide locations and subjectivity of expert judgment applied to assign weights of landslide conditioning factors are two main issues affecting the data- and knowledge-driven approaches. These issues are, in fact, types of bias and uncertainties that adversely affect landslide susceptibility mapping practices. This paper aims to adapt continuous fuzzification and geometric average multi-criteria decision-making approaches to overcome the aforementioned disadvantages of the existing landslide susceptibility mapping methods. In the method proposed weights of landslide conditioning factors are continuously assigned without using known landslide locations as training points, and without using expert opinion in categorization of values of landslide conditioning factors into arbitrary classes and assigning subjective weights. We applied the procedure proposed on a dataset of Oshvand watershed, Hamadan Province, Iran, to demonstrate its effectiveness. The results demonstrated that the continuous weighting method applied is more reliable than the existing methods those which apply classified values of landslide conditioning factors. © 2021, The Author(s), under exclusive licence to Springer Nature B.V. part of Springer Nature.
关键词	Continuous weighting Geographic information system Geometric average integration function Landslide susceptibility mapping
英文关键词	decision making; GIS; landslide; mapping method; multicriteria analysis; Hamadan; Iran; Oshvand
语种	英语
来源期刊	Natural Hazards
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/206237
作者单位	Faculty of Civil and Architecture Engineering, Malayer University, Malayer, Iran; Faculty of Engineering, Malayer University, Malayer, Iran
推荐引用方式 GB/T 7714	Ghiasi V.,Ghasemi S.A.R.,Yousefi M.. Landslide susceptibility mapping through continuous fuzzification and geometric average multi-criteria decision-making approaches[J],2021,107(1).
APA	Ghiasi V.,Ghasemi S.A.R.,&Yousefi M..(2021).Landslide susceptibility mapping through continuous fuzzification and geometric average multi-criteria decision-making approaches.Natural Hazards,107(1).
MLA	Ghiasi V.,et al."Landslide susceptibility mapping through continuous fuzzification and geometric average multi-criteria decision-making approaches".Natural Hazards 107.1(2021).