Cargando…

Research on Evaluation of Meteorological Disaster Governance Capabilities in Mainland China Based on Generalized λ-Shapley Choquet Integral

According to the United Nations report, climate disasters have intensified in the past 20 years, and China has the largest number of disasters in the world. So the study of meteorological disaster governance capacities is critically important for China. We designed a meteorological disaster governan...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Yajun, Xiao, Fang, Zhang, Lijie, Gong, Zaiwu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8069057/
https://www.ncbi.nlm.nih.gov/pubmed/33921197
http://dx.doi.org/10.3390/ijerph18084015
_version_ 1783683148047974400
author Wang, Yajun
Xiao, Fang
Zhang, Lijie
Gong, Zaiwu
author_facet Wang, Yajun
Xiao, Fang
Zhang, Lijie
Gong, Zaiwu
author_sort Wang, Yajun
collection PubMed
description According to the United Nations report, climate disasters have intensified in the past 20 years, and China has the largest number of disasters in the world. So the study of meteorological disaster governance capacities is critically important for China. We designed a meteorological disaster governance capacity evaluation system to calculate the evaluation values by using the generalized λ-Shapley Choquet integral, a method that considers the interaction between indicators. We used various official statistical yearbooks and internal data of China Meteorological Administration (CMA) and weight intervals set by meteorologists for each level of indicators to calculate the evaluation values of meteorological disaster governance capacity in mainland provinces, from 2014 to 2018. We compared them with other methods (entropy weight method, Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS), and Analytic Hierarchy Process (AHP)), and the results showed that the results calculated by the designed interaction method provided in this paper are more stable and differentiated. The results show that provincial meteorological disaster governance capacities in Mainland China are characterized by uneven development and a pro-slight polarization phenomenon. This leads to policy recommendations: Provinces should strengthen the construction of meteorological disaster information; provinces with outstanding capacity must strengthen the experience sharing with provinces with lower capacity.
format Online
Article
Text
id pubmed-8069057
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-80690572021-04-26 Research on Evaluation of Meteorological Disaster Governance Capabilities in Mainland China Based on Generalized λ-Shapley Choquet Integral Wang, Yajun Xiao, Fang Zhang, Lijie Gong, Zaiwu Int J Environ Res Public Health Article According to the United Nations report, climate disasters have intensified in the past 20 years, and China has the largest number of disasters in the world. So the study of meteorological disaster governance capacities is critically important for China. We designed a meteorological disaster governance capacity evaluation system to calculate the evaluation values by using the generalized λ-Shapley Choquet integral, a method that considers the interaction between indicators. We used various official statistical yearbooks and internal data of China Meteorological Administration (CMA) and weight intervals set by meteorologists for each level of indicators to calculate the evaluation values of meteorological disaster governance capacity in mainland provinces, from 2014 to 2018. We compared them with other methods (entropy weight method, Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS), and Analytic Hierarchy Process (AHP)), and the results showed that the results calculated by the designed interaction method provided in this paper are more stable and differentiated. The results show that provincial meteorological disaster governance capacities in Mainland China are characterized by uneven development and a pro-slight polarization phenomenon. This leads to policy recommendations: Provinces should strengthen the construction of meteorological disaster information; provinces with outstanding capacity must strengthen the experience sharing with provinces with lower capacity. MDPI 2021-04-12 /pmc/articles/PMC8069057/ /pubmed/33921197 http://dx.doi.org/10.3390/ijerph18084015 Text en © 2021 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
Wang, Yajun
Xiao, Fang
Zhang, Lijie
Gong, Zaiwu
Research on Evaluation of Meteorological Disaster Governance Capabilities in Mainland China Based on Generalized λ-Shapley Choquet Integral
title Research on Evaluation of Meteorological Disaster Governance Capabilities in Mainland China Based on Generalized λ-Shapley Choquet Integral
title_full Research on Evaluation of Meteorological Disaster Governance Capabilities in Mainland China Based on Generalized λ-Shapley Choquet Integral
title_fullStr Research on Evaluation of Meteorological Disaster Governance Capabilities in Mainland China Based on Generalized λ-Shapley Choquet Integral
title_full_unstemmed Research on Evaluation of Meteorological Disaster Governance Capabilities in Mainland China Based on Generalized λ-Shapley Choquet Integral
title_short Research on Evaluation of Meteorological Disaster Governance Capabilities in Mainland China Based on Generalized λ-Shapley Choquet Integral
title_sort research on evaluation of meteorological disaster governance capabilities in mainland china based on generalized λ-shapley choquet integral
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8069057/
https://www.ncbi.nlm.nih.gov/pubmed/33921197
http://dx.doi.org/10.3390/ijerph18084015
work_keys_str_mv AT wangyajun researchonevaluationofmeteorologicaldisastergovernancecapabilitiesinmainlandchinabasedongeneralizedlshapleychoquetintegral
AT xiaofang researchonevaluationofmeteorologicaldisastergovernancecapabilitiesinmainlandchinabasedongeneralizedlshapleychoquetintegral
AT zhanglijie researchonevaluationofmeteorologicaldisastergovernancecapabilitiesinmainlandchinabasedongeneralizedlshapleychoquetintegral
AT gongzaiwu researchonevaluationofmeteorologicaldisastergovernancecapabilitiesinmainlandchinabasedongeneralizedlshapleychoquetintegral