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: 2,459 (including HTML, PDF, and XML)
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2,133
227
99
2,459
30
25
23
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PDF: 227
XML: 99
Total: 2,459
Supplement: 30
BibTeX: 25
EndNote: 23
Views and downloads (calculated since 13 Oct 2025)
Cumulative views and downloads
(calculated since 13 Oct 2025)
Total article views: 813 (including HTML, PDF, and XML)
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Total
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BibTeX
EndNote
505
227
81
813
30
25
23
HTML: 505
PDF: 227
XML: 81
Total: 813
Supplement: 30
BibTeX: 25
EndNote: 23
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Cumulative views and downloads
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Total article views: 1,646 (including HTML, PDF, and XML)
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XML
Total
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1,628
0
18
1,646
0
0
HTML: 1,628
PDF: 0
XML: 18
Total: 1,646
BibTeX: 0
EndNote: 0
Views and downloads (calculated since 13 Oct 2025)
Cumulative views and downloads
(calculated since 13 Oct 2025)
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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: 2,459 (including HTML, PDF, and XML)
Thereof 2,428 with geography defined
and 31 with unknown origin.
Total article views: 813 (including HTML, PDF, and XML)
Thereof 782 with geography defined
and 31 with unknown origin.
Total article views: 1,646 (including HTML, PDF, and XML)
Thereof 1,646 with geography defined
and 0 with unknown origin.