A novel combination approach for karst collapse susceptibility assessment using the analytic hierarchy process, catastro
- PDF / 3,724,252 Bytes
- 26 Pages / 439.37 x 666.142 pts Page_size
- 56 Downloads / 230 Views
A novel combination approach for karst collapse susceptibility assessment using the analytic hierarchy process, catastrophe, and entropy model Aihua Wei1,2,3 · Duo Li1,2,3 · Yahong Zhou1,2,3 · Qinghai Deng4 · Liangdong Yan1,2,3 Received: 22 April 2020 / Accepted: 9 September 2020 © Springer Nature B.V. 2020
Abstract The evolution of cover collapse is a severe hazard in karst regions. The main objective of the present work was to develop a novel approach that combined both subjective and objective methodologies to evaluate sinkhole susceptibility. Based on the comprehensive analysis of the mechanisms for sinkholes, a typical subjective method was first built using the analytic hierarchy process (AHP) with a hierarchical structure that included nine factors. Considering the apparent disadvantage of AHP, the catastrophe theory was integrated to determine the weight of the criterion factors. To further improve and avoid the bias of the assignment of weights, the entropy method was then integrated into the model to objectively and reasonably determine the order of the index factors and weights of the sub-factors in the index layer during the calculation of the catastrophe model. The verification results showed that the combination of the subjective and objective approaches was indeed suitable to indicate collapse susceptibility. The sensitivity analysis results indicated that the thickness of the overlying layer and karst development were the most sensitive parameters, as indicated by the high rate value using the subjective method. The karst collapse area was then classified into very high-, high-, medium-, and low-susceptibility areas, which accounted for 20.09%, 19.82%, 38.58%, and 21.51% of the total area in the study region. The extraction of groundwater, especially mine draining, was the most important factor, causing more severe hazards, especially in the very high- and high-susceptibility areas. Keywords Cover collapse · Susceptibility · AHP · Catastrophe model · Entropy theory
* Aihua Wei [email protected] 1
School of Water Resources and Environment, Hebei GEO University, Shijiazhuang 050031, China
2
Hebei Province Key Laboratory of Sustained Utilization and Development of Water Resources, Shijiazhuang 050031, China
3
Hebei Province Collaborative Innovation Center for Sustainable Utilization of Water Resources and Optimization of Industrial Structure, Shijiazhuang 050031, China
4
College of Earth Science and Engineering, Shandong University of Science and Technology, Qingdao 266590, Shandong, China
13
Vol.:(0123456789)
Natural Hazards
1 Introduction Sinkholes are a common geological hazard in karst regions and are known as one of the most dangerous natural hazards (Yechieli et al. 2006). There are six basic types of sinkholes: solution, soluble bedrock collapse, caprock collapse, cover subsidence, buried, and cover collapse. Cover collapse sinkholes are the most destructive geological hazards among sinkholes and generally result from the development of soil cavities in areas underlain by
Data Loading...
