A probabilistic method for mapping earth fissure hazards

被引:17
作者
Zang, Mingdong [1 ]
Peng, Jianbing [2 ,3 ]
Xu, Nengxiong [1 ]
Jia, Zhijie [2 ]
机构
[1] China Univ Geosci Beijing, Sch Engn & Technol, Beijing 100083, Peoples R China
[2] Changan Univ, Sch Geol Engn & Geomat, Xian 710054, Peoples R China
[3] Minist Educ, Key Lab Western Chinas Mineral Resources & Geol E, Xian 710054, Peoples R China
基金
中国国家自然科学基金;
关键词
ANALYTIC HIERARCHY PROCESS; GROUND FISSURES; LANDSLIDE HAZARD; PREDICTION MODELS; LAND SUBSIDENCE; NORTH CHINA; WEIHE BASIN; MECHANISM; VALLEY; PLAIN;
D O I
10.1038/s41598-021-87995-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Earth fissures caused by tectonic forces, human activities, or both seriously threaten the safety of people's lives and properties. The Taiyuan Basin, a Cenozoic downfaulted basin located in the centre of the Fen-Wei Basin tectonic belt, in northwestern China, presents the ideal study area for a hazard assessment of earth fissures. A total of 104 earth fissures have been observed in the Taiyuan Basin, with a total length of approximately 128 km. In this paper, we proposed a probabilistic method for mapping earth fissure hazards by integrating the analytic hierarchy process (AHP), the area under the curve (AUC), and the certainty factor model (CFM). Geomorphic units, geologic formations, active faults and land subsidence zones of the Taiyuan Basin were mapped in detail. Correlations between these factors and earth fissures were evaluated through spatial modelling in ArcGIS. The AUC was introduced into the AHP to weight each factor and thus, to derive an earth fissure susceptibility map. Finally, the modelled earth fissure susceptibility was compared with a digital inventory of earth fissures to develop a probability function and map the spatial variability in failure probability through the CFM. The study indicates that active faults have the greatest contribution to the generation of earth fissures. Earth fissures are prone to develop in the piedmont alluvial-diluvial clinoplain and the transitional zone near the geomorphic boundary. This mapping procedure can assist in making rational decisions regarding urban planning and infrastructure development in areas susceptible to earth fissures.
引用
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页数:15
相关论文
共 82 条
[1]   Review of subsidence at Wairakei field, New Zealand [J].
Allis, RG .
GEOTHERMICS, 2000, 29 (4-5) :455-478
[2]  
[Anonymous], 1979, Seismol. Geol
[3]   Environmental hazard from fissures in the Main Ethiopian Rift [J].
Asfaw, LM .
JOURNAL OF AFRICAN EARTH SCIENCES, 1998, 27 (3-4) :481-490
[4]   Ground cracks in Ethiopian rift valley: facts and uncertainties [J].
Ayalew, L ;
Yamagishi, H ;
Reik, G .
ENGINEERING GEOLOGY, 2004, 75 (3-4) :309-324
[5]   Statistics review 13: Receiver operating characteristic curves [J].
Bewick, V ;
Cheek, L ;
Ball, J .
CRITICAL CARE, 2004, 8 (06) :508-512
[6]   Mechanics of Earth Fissures Using the Mohr-Coulomb Failure Criterion [J].
Budhu, Muniram .
ENVIRONMENTAL & ENGINEERING GEOSCIENCE, 2008, 14 (04) :281-295
[7]   GIS-based analytic hierarchy process as a multicriteria decision analysis instrument: a review [J].
Chandio, Imtiaz Ahmed ;
Matori, Abd Nasir B. ;
WanYusof, Khamaruzaman B. ;
Talpur, Mir Aftab Hussain ;
Balogun, Abdul-Lateef ;
Lawal, Dano Umar .
ARABIAN JOURNAL OF GEOSCIENCES, 2013, 6 (08) :3059-3066
[8]   Land subsidence in central Mexico detected by ALOS InSAR time-series [J].
Chaussard, Estelle ;
Wdowinski, Shimon ;
Cabral-Cano, Enrique ;
Amelung, Falk .
REMOTE SENSING OF ENVIRONMENT, 2014, 140 :94-106
[9]   Analyzing hazard potential of typhoon damage by applying grey analytic hierarchy process [J].
Cheng, SP ;
Wang, RY .
NATURAL HAZARDS, 2004, 33 (01) :77-103
[10]   Earth fissure hazard prediction using machine learning models [J].
Choubin, Bahram ;
Mosavi, Amir ;
Alamdarloo, Esmail Heydari ;
Hosseini, Farzaneh Sajedi ;
Shamshirband, Shahaboddin ;
Dashtekian, Kazem ;
Ghamisi, Pedram .
ENVIRONMENTAL RESEARCH, 2019, 179