At present particulate matter (PM2.5) pollution represents a serious threat to the public health and the national economic system in China. This paper optimizes the whitening coefficient in a grey Markov model by a genetic algorithm, predicts the concentration of fine particulate matter (PM2.5), and then quantifies the health effects of PM2.5 pollution by utilizing the predicted concentration, computable general equilibrium (CGE), and a carefully designed exposure-response model. Further, the authors establish a social accounting matrix (SAM), calibrate the parameter values in the CGE model, and construct a recursive dynamic CGE model under closed economy conditions to assess the long-term economic losses incurred by PM2.5 pollution. Subsequently, an empirical analysis was conducted for the Beijing area: Despite the reduced concentration trend, PM2.5 pollution continued to cause serious damage to human health and the economic system from 2013 to 2020, as illustrated by various facts, including: (1) the estimated premature deaths and individuals suffering haze pollution-related diseases are 156,588 (95% confidence intervals (CI): 43,335-248,914)) and six million, respectively; and (2) the accumulated labor loss and the medical expenditure negatively impact the regional gross domestic product, with an estimated loss of 3062.63 (95% CI: 1,168.77-4671.13) million RMB. These findings can provide useful information for governmental agencies to formulate relevant environmental policies and for communities to promote prevention and rescue strategies.
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Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Liu, Junli
Cai, Panli
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Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Cai, Panli
Dong, Jin
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Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Dong, Jin
Wang, Junshun
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Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Wang, Junshun
Li, Runkui
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Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China
Chinese Acad Sci, Ctr Ocean Megares Sci, Beijing 100101, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Li, Runkui
Song, Xianfeng
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Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Sino Danish Coll, Beijing 100049, Peoples R China
Univ Chinese Acad Sci, Sino Danish Educ & Res Ctr, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
机构:
Capital Normal Univ, Sch Management, Beijing 100089, Peoples R China
Beijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R ChinaCapital Normal Univ, Sch Management, Beijing 100089, Peoples R China
Zhou, Zhen
Tan, Zhibin
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Capital Normal Univ, Sch Management, Beijing 100089, Peoples R China
Beijing Jiaotong Univ, Sch Econ & Management, Beijing 100044, Peoples R ChinaCapital Normal Univ, Sch Management, Beijing 100089, Peoples R China
Tan, Zhibin
Yu, Xiaohui
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Beijing Wuzi Univ, Beijing 101149, Peoples R ChinaCapital Normal Univ, Sch Management, Beijing 100089, Peoples R China
Yu, Xiaohui
Zhang, Runtong
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Beijing Jiaotong Univ, Sch Econ & Management, Beijing 100044, Peoples R ChinaCapital Normal Univ, Sch Management, Beijing 100089, Peoples R China
Zhang, Runtong
Wei, Yi-Ming
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Beijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R ChinaCapital Normal Univ, Sch Management, Beijing 100089, Peoples R China
Wei, Yi-Ming
Zhang, Meijia
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Capital Normal Univ, Sch Management, Beijing 100089, Peoples R ChinaCapital Normal Univ, Sch Management, Beijing 100089, Peoples R China
Zhang, Meijia
Sun, Hongxia
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Beijing Technol & Business Univ, Business Sch, Beijing 100048, Peoples R ChinaCapital Normal Univ, Sch Management, Beijing 100089, Peoples R China
Sun, Hongxia
Meng, Jing
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UCL, Bartlett Sch Construct & Project Management, London WC1E 7HB, EnglandCapital Normal Univ, Sch Management, Beijing 100089, Peoples R China
Meng, Jing
Mi, Zhifu
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UCL, Bartlett Sch Construct & Project Management, London WC1E 7HB, EnglandCapital Normal Univ, Sch Management, Beijing 100089, Peoples R China
机构:
Chinese Acad Environm Planning, Big Goat Sq 8, Beijing 100012, Peoples R China
Nankai Univ, Coll Environm Sci & Engn, Tianjin 300350, Peoples R ChinaChinese Acad Environm Planning, Big Goat Sq 8, Beijing 100012, Peoples R China
Guan, Yang
Kang, Lei
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Univ Calif Berkeley, Dept Civil & Environm Engn, Berkeley, CA 94720 USAChinese Acad Environm Planning, Big Goat Sq 8, Beijing 100012, Peoples R China
Kang, Lei
Wang, Yi
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Chinese Acad Environm Planning, Big Goat Sq 8, Beijing 100012, Peoples R ChinaChinese Acad Environm Planning, Big Goat Sq 8, Beijing 100012, Peoples R China
Wang, Yi
Zhang, Nan-Nan
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Chinese Acad Environm Planning, Big Goat Sq 8, Beijing 100012, Peoples R China
Harbin Inst Technol, Sch Environm, Harbin 150090, Heilongjiang, Peoples R ChinaChinese Acad Environm Planning, Big Goat Sq 8, Beijing 100012, Peoples R China
Zhang, Nan-Nan
Ju, Mei-Ting
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Nankai Univ, Coll Environm Sci & Engn, Tianjin 300350, Peoples R ChinaChinese Acad Environm Planning, Big Goat Sq 8, Beijing 100012, Peoples R China