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: 3,617 (including HTML, PDF, and XML)
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EndNote
2,792
549
276
3,617
213
248
203
HTML: 2,792
PDF: 549
XML: 276
Total: 3,617
Supplement: 213
BibTeX: 248
EndNote: 203
Views and downloads (calculated since 13 Oct 2025)
Cumulative views and downloads
(calculated since 13 Oct 2025)
Total article views: 1,818 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
Supplement
BibTeX
EndNote
1,013
549
256
1,818
213
248
203
HTML: 1,013
PDF: 549
XML: 256
Total: 1,818
Supplement: 213
BibTeX: 248
EndNote: 203
Views and downloads (calculated since 23 Apr 2026)
Cumulative views and downloads
(calculated since 23 Apr 2026)
Total article views: 1,799 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
1,779
0
20
1,799
0
0
HTML: 1,779
PDF: 0
XML: 20
Total: 1,799
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: 3,617 (including HTML, PDF, and XML)
Thereof 3,525 with geography defined
and 92 with unknown origin.
Total article views: 1,818 (including HTML, PDF, and XML)
Thereof 1,729 with geography defined
and 89 with unknown origin.
Total article views: 1,799 (including HTML, PDF, and XML)
Thereof 1,796 with geography defined
and 3 with unknown origin.