Evaluation of Atmospheric Pollutant Emission Efficiency Based on SBM-Undesirable Model —— Taking PM2.5 as an Example

At present, China's haze is becoming more and more serious. How to reduce haze emission is an urgent problem in China's environmental governance. This paper uses the SBM-Undesirable model, adopting 5 inputs indexes(coal, oil, gas, labor and capital), and 2 outputs indexes(GDP and PM2.5 emi...

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Main Authors: xiaohe She, Yingying Wang, Haimin Cao, Fangying Yuan, Wei Ai, Qi He, Xiaoyan Yang, Juan Sun
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/03/e3sconf_arfee2020_02038.pdf
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spelling doaj-95c08e4a0c48425bbe6d7d0730641bde2021-04-02T12:57:49ZengEDP SciencesE3S Web of Conferences2267-12422020-01-011430203810.1051/e3sconf/202014302038e3sconf_arfee2020_02038Evaluation of Atmospheric Pollutant Emission Efficiency Based on SBM-Undesirable Model —— Taking PM2.5 as an Examplexiaohe She0Yingying Wang1Haimin Cao2Fangying Yuan3Wei Ai4Qi He5Xiaoyan Yang6Juan Sun7School of Management Studies, Shanghai University of Engineering ScienceDepartment of philosophy, Nanjing UniversitySchool of Management Studies, Shanghai University of Engineering ScienceSchool of Management Studies, Shanghai University of Engineering ScienceSchool of Management Studies, Shanghai University of Engineering ScienceSchool of Management Studies, Shanghai University of Engineering ScienceSchool of Management Studies, Shanghai University of Engineering ScienceSchool of Management Studies, Shanghai University of Engineering ScienceAt present, China's haze is becoming more and more serious. How to reduce haze emission is an urgent problem in China's environmental governance. This paper uses the SBM-Undesirable model, adopting 5 inputs indexes(coal, oil, gas, labor and capital), and 2 outputs indexes(GDP and PM2.5 emissions)as expected output and unexpected output respectively, to calculate the emission efficiency of PM2.5 in China's 29 provinces. Based on the efficiency evaluation results of SBM-Undesirable model, the reasons for the inefficiency of PM2.5 emission are analyzed. The redundancy rate of investment, the insufficient rate of expected output and the redundancy rate of undesirable outputs are calculated. Results showed that: (1) Most provinces with high PM2.5 emission efficiency are concentrated in the eastern region, while the PM2.5 emission efficiency in the central and western regions is relatively low. (2) The redundancy rate of input variables and undesirable output of the eastern region is lower than that of the western and based on SBM-Undesirable model central regions. This is likely to have a great relationship with the economic development and the high level of technology in the eastern region. This study provides a reference for reducing the haze theory and providing empirical support for the government's haze reduction.https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/03/e3sconf_arfee2020_02038.pdf
collection DOAJ
language English
format Article
sources DOAJ
author xiaohe She
Yingying Wang
Haimin Cao
Fangying Yuan
Wei Ai
Qi He
Xiaoyan Yang
Juan Sun
spellingShingle xiaohe She
Yingying Wang
Haimin Cao
Fangying Yuan
Wei Ai
Qi He
Xiaoyan Yang
Juan Sun
Evaluation of Atmospheric Pollutant Emission Efficiency Based on SBM-Undesirable Model —— Taking PM2.5 as an Example
E3S Web of Conferences
author_facet xiaohe She
Yingying Wang
Haimin Cao
Fangying Yuan
Wei Ai
Qi He
Xiaoyan Yang
Juan Sun
author_sort xiaohe She
title Evaluation of Atmospheric Pollutant Emission Efficiency Based on SBM-Undesirable Model —— Taking PM2.5 as an Example
title_short Evaluation of Atmospheric Pollutant Emission Efficiency Based on SBM-Undesirable Model —— Taking PM2.5 as an Example
title_full Evaluation of Atmospheric Pollutant Emission Efficiency Based on SBM-Undesirable Model —— Taking PM2.5 as an Example
title_fullStr Evaluation of Atmospheric Pollutant Emission Efficiency Based on SBM-Undesirable Model —— Taking PM2.5 as an Example
title_full_unstemmed Evaluation of Atmospheric Pollutant Emission Efficiency Based on SBM-Undesirable Model —— Taking PM2.5 as an Example
title_sort evaluation of atmospheric pollutant emission efficiency based on sbm-undesirable model —— taking pm2.5 as an example
publisher EDP Sciences
series E3S Web of Conferences
issn 2267-1242
publishDate 2020-01-01
description At present, China's haze is becoming more and more serious. How to reduce haze emission is an urgent problem in China's environmental governance. This paper uses the SBM-Undesirable model, adopting 5 inputs indexes(coal, oil, gas, labor and capital), and 2 outputs indexes(GDP and PM2.5 emissions)as expected output and unexpected output respectively, to calculate the emission efficiency of PM2.5 in China's 29 provinces. Based on the efficiency evaluation results of SBM-Undesirable model, the reasons for the inefficiency of PM2.5 emission are analyzed. The redundancy rate of investment, the insufficient rate of expected output and the redundancy rate of undesirable outputs are calculated. Results showed that: (1) Most provinces with high PM2.5 emission efficiency are concentrated in the eastern region, while the PM2.5 emission efficiency in the central and western regions is relatively low. (2) The redundancy rate of input variables and undesirable output of the eastern region is lower than that of the western and based on SBM-Undesirable model central regions. This is likely to have a great relationship with the economic development and the high level of technology in the eastern region. This study provides a reference for reducing the haze theory and providing empirical support for the government's haze reduction.
url https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/03/e3sconf_arfee2020_02038.pdf
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