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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9222629 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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