Impact of the Chinese Spring Festival on PM2.5 air quality in the Beijing-Tianjin-Hebei and surrounding region: a machine learning-based counterfactual modeling approach
Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
Tianjin Key Laboratory of Software Experience and Human Computer Interaction, Tianjin 300457, China
Wubin Zhu
Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
Xuan Liu
Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
Jiandong Shen
Hangzhou Ecological Environment Monitoring Center, Hangzhou 310007, China
Renchang Yan
Hangzhou Ecological Environment Monitoring Center, Hangzhou 310007, China
Yunshan Li
Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
Jing Ding
Tianjin Environmental Meteorological Center, Qixiangtai Road, Tianjin 300074, China
Department of Environment and Energy, Sejong University, 209 Neungdong-ro, Gwangjin-gu, Seoul 05006, Republic of Korea
Yufen Zhang
Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
Key Laboratory of Urban Air Particulate Pollution Prevention and Control of Ministry of Ecology and Environment, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China
Viewed
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Total article views: 2,988 (including HTML, PDF, and XML)
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XML
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EndNote
2,412
381
195
2,988
110
151
132
HTML: 2,412
PDF: 381
XML: 195
Total: 2,988
Supplement: 110
BibTeX: 151
EndNote: 132
Views and downloads (calculated since 13 Oct 2025)
Cumulative views and downloads
(calculated since 13 Oct 2025)
Total article views: 1,317 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
Supplement
BibTeX
EndNote
760
381
176
1,317
110
151
132
HTML: 760
PDF: 381
XML: 176
Total: 1,317
Supplement: 110
BibTeX: 151
EndNote: 132
Views and downloads (calculated since 23 Apr 2026)
Cumulative views and downloads
(calculated since 23 Apr 2026)
Total article views: 1,671 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
1,652
0
19
1,671
0
0
HTML: 1,652
PDF: 0
XML: 19
Total: 1,671
BibTeX: 0
EndNote: 0
Views and downloads (calculated since 13 Oct 2025)
Cumulative views and downloads
(calculated since 13 Oct 2025)
Viewed (geographical distribution)
Since the preprint corresponding to this journal article was posted outside of Copernicus Publications, the preprint-related metrics are limited to HTML views.
Total article views: 2,988 (including HTML, PDF, and XML)
Thereof 2,896 with geography defined
and 92 with unknown origin.
Total article views: 1,317 (including HTML, PDF, and XML)
Thereof 1,228 with geography defined
and 89 with unknown origin.
Total article views: 1,671 (including HTML, PDF, and XML)
Thereof 1,668 with geography defined
and 3 with unknown origin.