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
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Total article views: 2,609 (including HTML, PDF, and XML)
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2,228
263
118
2,609
44
41
41
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PDF: 263
XML: 118
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BibTeX: 41
EndNote: 41
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Cumulative views and downloads
(calculated since 13 Oct 2025)
Total article views: 955 (including HTML, PDF, and XML)
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EndNote
593
263
99
955
44
41
41
HTML: 593
PDF: 263
XML: 99
Total: 955
Supplement: 44
BibTeX: 41
EndNote: 41
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Cumulative views and downloads
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Total article views: 1,654 (including HTML, PDF, and XML)
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1,635
0
19
1,654
0
0
HTML: 1,635
PDF: 0
XML: 19
Total: 1,654
BibTeX: 0
EndNote: 0
Views and downloads (calculated since 13 Oct 2025)
Cumulative views and downloads
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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: 2,609 (including HTML, PDF, and XML)
Thereof 2,535 with geography defined
and 74 with unknown origin.
Total article views: 955 (including HTML, PDF, and XML)
Thereof 882 with geography defined
and 73 with unknown origin.
Total article views: 1,654 (including HTML, PDF, and XML)
Thereof 1,653 with geography defined
and 1 with unknown origin.