Debris Flow Risk Assessment Method Based on Combination Weight of Probability Analysis
Risk assessment of debris flow is conducted by multicriteria decisions. Based on the shortcomings of the existing methods in determining the weight of assessment factors, this paper proposes a new approach to conduct a risk assessment of debris flow. This new approach regards the weight of factors a...
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Series: | Advances in Civil Engineering |
Online Access: | http://dx.doi.org/10.1155/2021/6640614 |
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doaj-b49bcfd4be254ee6a57e4e247f6e6ae62021-02-15T12:52:54ZengHindawi LimitedAdvances in Civil Engineering1687-80861687-80942021-01-01202110.1155/2021/66406146640614Debris Flow Risk Assessment Method Based on Combination Weight of Probability AnalysisLi Li0Shi Xin Zhang1Shao Hong Li2Yue Qiang3Zhou Zheng4Dong Sheng Zhao5Department of Civil Engineering, School of Civil Engineering, Chongqing Three Gorges University, Wanzhou 404100, Chongqing, ChinaDepartment of Civil Engineering, School of Civil Engineering, Chongqing Three Gorges University, Wanzhou 404100, Chongqing, ChinaDepartment of Civil Engineering, School of Civil Engineering, Chongqing Three Gorges University, Wanzhou 404100, Chongqing, ChinaDepartment of Civil Engineering, School of Civil Engineering, Chongqing Three Gorges University, Wanzhou 404100, Chongqing, ChinaDepartment of Civil Engineering, School of Civil Engineering, Chongqing Three Gorges University, Wanzhou 404100, Chongqing, ChinaDepartment of Civil Engineering, School of Civil Engineering, Chongqing Three Gorges University, Wanzhou 404100, Chongqing, ChinaRisk assessment of debris flow is conducted by multicriteria decisions. Based on the shortcomings of the existing methods in determining the weight of assessment factors, this paper proposes a new approach to conduct a risk assessment of debris flow. This new approach regards the weight of factors as a uniform random variable, whose bounds could be determined by the equal weight method, maximal deviation method, and entropy method. The results of this new approach are obtained by Monte Carlo simulation. According to the risk of 72 debris flows collected in Beichuan, Sichuan, China, this new approach proves convergent. It is suggested that the minimum sample amount of Monte Carlo simulation should be 63095. The result also demonstrates that sorted results with different weights of factors vary a lot, so it is not convincing to sort samples with a specific weight.http://dx.doi.org/10.1155/2021/6640614 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Li Li Shi Xin Zhang Shao Hong Li Yue Qiang Zhou Zheng Dong Sheng Zhao |
spellingShingle |
Li Li Shi Xin Zhang Shao Hong Li Yue Qiang Zhou Zheng Dong Sheng Zhao Debris Flow Risk Assessment Method Based on Combination Weight of Probability Analysis Advances in Civil Engineering |
author_facet |
Li Li Shi Xin Zhang Shao Hong Li Yue Qiang Zhou Zheng Dong Sheng Zhao |
author_sort |
Li Li |
title |
Debris Flow Risk Assessment Method Based on Combination Weight of Probability Analysis |
title_short |
Debris Flow Risk Assessment Method Based on Combination Weight of Probability Analysis |
title_full |
Debris Flow Risk Assessment Method Based on Combination Weight of Probability Analysis |
title_fullStr |
Debris Flow Risk Assessment Method Based on Combination Weight of Probability Analysis |
title_full_unstemmed |
Debris Flow Risk Assessment Method Based on Combination Weight of Probability Analysis |
title_sort |
debris flow risk assessment method based on combination weight of probability analysis |
publisher |
Hindawi Limited |
series |
Advances in Civil Engineering |
issn |
1687-8086 1687-8094 |
publishDate |
2021-01-01 |
description |
Risk assessment of debris flow is conducted by multicriteria decisions. Based on the shortcomings of the existing methods in determining the weight of assessment factors, this paper proposes a new approach to conduct a risk assessment of debris flow. This new approach regards the weight of factors as a uniform random variable, whose bounds could be determined by the equal weight method, maximal deviation method, and entropy method. The results of this new approach are obtained by Monte Carlo simulation. According to the risk of 72 debris flows collected in Beichuan, Sichuan, China, this new approach proves convergent. It is suggested that the minimum sample amount of Monte Carlo simulation should be 63095. The result also demonstrates that sorted results with different weights of factors vary a lot, so it is not convincing to sort samples with a specific weight. |
url |
http://dx.doi.org/10.1155/2021/6640614 |
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