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Spatial-Temporal Sensitivity Analysis of Flood Control Capability in China Based on MADM-GIS Model

To facilitate better implementation of flood control and risk mitigation strategies, a model for evaluating the flood defense capability of China is proposed in this study. First, nine indicators such as slope and precipitation intensity are extracted from four aspects: objective inclusiveness, subj...

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Detalles Bibliográficos
Autores principales: Zhang, Weihan, Liu, Xianghe, Yu, Weihua, Cui, Chenfeng, Zheng, Ailei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9222629/
https://www.ncbi.nlm.nih.gov/pubmed/35741493
http://dx.doi.org/10.3390/e24060772
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author Zhang, Weihan
Liu, Xianghe
Yu, Weihua
Cui, Chenfeng
Zheng, Ailei
author_facet Zhang, Weihan
Liu, Xianghe
Yu, Weihua
Cui, Chenfeng
Zheng, Ailei
author_sort Zhang, Weihan
collection PubMed
description To facilitate better implementation of flood control and risk mitigation strategies, a model for evaluating the flood defense capability of China is proposed in this study. First, nine indicators such as slope and precipitation intensity are extracted from four aspects: objective inclusiveness, subjective prevention, etc. Secondly, the entropy weight method in the multi-attribute decision making (MADM) model and the improved three-dimensional technique for order preference by similarity to ideal solution (3D-TOPSIS) method were combined to construct a flood defense capacity index evaluation system. Finally, the receiver operating characteristic (ROC) curve and the Taylor plot method were innovatively used to test the model and indicators. The results show that nationwide, there is fine flood defense performance in Shandong, Jiangsu and room for improvement in Guangxi, Chongqing, Tibet and Qinghai. The good representativity of nine indicators selected by the model was verified by the Taylor plot. Simultaneously, the ROC calculated area under the curve (AUC) was 70%, which proved the good problem-solving ability of the MADM-GIS model. An accurate assessment of the sensitivity of flood control capacity in China was achieved, and it is suitable for situations where data is scarce or discontinuous. It provided scientific reference value for the planning and implementation of China’s flood defense and disaster reduction projects and emergency safety strategies.
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spelling pubmed-92226292022-06-24 Spatial-Temporal Sensitivity Analysis of Flood Control Capability in China Based on MADM-GIS Model Zhang, Weihan Liu, Xianghe Yu, Weihua Cui, Chenfeng Zheng, Ailei Entropy (Basel) Article To facilitate better implementation of flood control and risk mitigation strategies, a model for evaluating the flood defense capability of China is proposed in this study. First, nine indicators such as slope and precipitation intensity are extracted from four aspects: objective inclusiveness, subjective prevention, etc. Secondly, the entropy weight method in the multi-attribute decision making (MADM) model and the improved three-dimensional technique for order preference by similarity to ideal solution (3D-TOPSIS) method were combined to construct a flood defense capacity index evaluation system. Finally, the receiver operating characteristic (ROC) curve and the Taylor plot method were innovatively used to test the model and indicators. The results show that nationwide, there is fine flood defense performance in Shandong, Jiangsu and room for improvement in Guangxi, Chongqing, Tibet and Qinghai. The good representativity of nine indicators selected by the model was verified by the Taylor plot. Simultaneously, the ROC calculated area under the curve (AUC) was 70%, which proved the good problem-solving ability of the MADM-GIS model. An accurate assessment of the sensitivity of flood control capacity in China was achieved, and it is suitable for situations where data is scarce or discontinuous. It provided scientific reference value for the planning and implementation of China’s flood defense and disaster reduction projects and emergency safety strategies. MDPI 2022-05-30 /pmc/articles/PMC9222629/ /pubmed/35741493 http://dx.doi.org/10.3390/e24060772 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhang, Weihan
Liu, Xianghe
Yu, Weihua
Cui, Chenfeng
Zheng, Ailei
Spatial-Temporal Sensitivity Analysis of Flood Control Capability in China Based on MADM-GIS Model
title Spatial-Temporal Sensitivity Analysis of Flood Control Capability in China Based on MADM-GIS Model
title_full Spatial-Temporal Sensitivity Analysis of Flood Control Capability in China Based on MADM-GIS Model
title_fullStr Spatial-Temporal Sensitivity Analysis of Flood Control Capability in China Based on MADM-GIS Model
title_full_unstemmed Spatial-Temporal Sensitivity Analysis of Flood Control Capability in China Based on MADM-GIS Model
title_short Spatial-Temporal Sensitivity Analysis of Flood Control Capability in China Based on MADM-GIS Model
title_sort spatial-temporal sensitivity analysis of flood control capability in china based on madm-gis model
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9222629/
https://www.ncbi.nlm.nih.gov/pubmed/35741493
http://dx.doi.org/10.3390/e24060772
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