Articles | Volume 22, issue 19
https://doi.org/10.5194/acp-22-13229-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-22-13229-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
14 Oct 2022
Research article |
| 14 Oct 2022
| 14 Oct 2022
Spatiotemporal continuous estimates of daily 1 km PM2.5 from 2000 to present under the Tracking Air Pollution in China (TAP) framework
Qingyang Xiao
State Key Joint Laboratory of Environment Simulation and Pollution
Control, School of Environment, Tsinghua University, Beijing 100084, China
State Key Joint Laboratory of Environment Simulation and Pollution
Control, School of Environment, Tsinghua University, Beijing 100084, China
Shigan Liu
Ministry of Education Key Laboratory for Earth System Modelling,
Department of Earth System Science, Tsinghua University, Beijing 100084,
China
Jiajun Liu
State Key Joint Laboratory of Environment Simulation and Pollution
Control, School of Environment, Tsinghua University, Beijing 100084, China
School of Public Health, Key Laboratory of Public Health Safety of the
Ministry of Education and Key Laboratory of Health Technology Assessment of
the Ministry of Health, Fudan University, Shanghai 200032, China
Qiang Zhang
Ministry of Education Key Laboratory for Earth System Modelling,
Department of Earth System Science, Tsinghua University, Beijing 100084,
China
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- National environmental monitoring and local enforcement strategies J. Zhao et al. 10.1038/s44284-024-00173-y
- Long-Term Exposure to Fine Particulate Matter (PM2.5) Components and Precocious Puberty Among School-Aged Children: Cross-Sectional Study X. Zhou et al. 10.2196/62861
61 citations as recorded by crossref.
- Estimating the seasonal and spatial variation of urban vegetation's PM2.5 removal capacity W. Yang et al. 10.1016/j.envpol.2025.125800
- Spatiotemporal estimates and health risks of atmospheric trace metals across Hong Kong during 2016–2020 W. Sun et al. 10.1007/s11869-024-01663-7
- Variations and possible causes of the December PM2.5 in Eastern China during 2000–2020 D. Bai et al. 10.3389/fenvs.2023.1134940
- Assessing the affective quality of soundscape for individuals: Using third-party assessment combined with an artificial intelligence (TPA-AI) model L. Wang et al. 10.1016/j.scitotenv.2024.176083
- Effects of fine particulate matter mass and chemical components on oxidative DNA damage in human early placenta M. Chu et al. 10.1016/j.envres.2024.120136
- Ambient Ozone Exposure, Semen Plasma Metabolites, and Sperm Quality Decline among Adult Men in Wuhan China Y. Zhang et al. 10.1021/envhealth.4c00066
- Historical and future health burden attributable to PM2.5 exposure in China Y. Bai et al. 10.1016/j.atmosenv.2024.120363
- Identifying Key Sources for Air Pollution and CO2 Emission Co-control in China Y. Zheng et al. 10.1021/acs.est.4c03299
- Air pollution deterioration prior to dissipation induced by complex topography: A case study in the Sichuan Basin, southwestern China Y. Liu et al. 10.1016/j.atmosres.2025.108071
- Adaptive high-resolution mapping of air pollution with a novel implicit 3D representation approach T. Zhang et al. 10.1038/s41612-025-01044-6
- Toward an Operational Machine-Learning-Based Model for Deriving the Real-Time Gapless Diurnal Cycle of Ozone Pollution in China with CLDAS Data N. Shang et al. 10.1021/acs.estlett.4c00106
- Accuracy assessment on eight public PM2.5 concentration datasets across China Y. Di et al. 10.1016/j.atmosenv.2024.120799
- Revealing air quality impacts of the clean heating campaign in northern China Y. He et al. 10.1016/j.eneco.2024.108078
- Evaluation of low-temperature-related net mortality in southern urban China during the central-heating period in northern urban China Y. Huang et al. 10.1016/j.uclim.2025.102504
- Projecting heat-related cardiovascular mortality burden attributable to human-induced climate change in China Q. Zhu et al. 10.1016/j.ebiom.2024.105119
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- Specifying the Associations between PM2.5 Constituents and Gastrointestinal Cancer Incidence: Findings from a Prospective Cohort Study in Beijing, China L. Yang et al. 10.1021/acs.est.4c10986
- Exosomal miR-129-2-3p promotes airway epithelial barrier disruption in PM2.5-aggravated asthma C. Wang et al. 10.1016/j.jenvman.2024.123053
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- PM2.5 Concentration Gap Reduction between Typical Urban and Nonurban China from 2000 to 2023 L. Guo et al. 10.1021/acsestair.4c00208
- The mediation effect of asprosin on the association between ambient air pollution and diabetes mellitus in the elderly population in Taiyuan, China L. Song et al. 10.1007/s11356-024-32255-8
- Association between fine particulate matter and fecundability in Henan, China: A prospective cohort study R. Zhang et al. 10.1016/j.envint.2024.108754
- High-precision long time series simulation of toxic metallic and metalloid composition of PM2.5 in the Beijing-Tianjin-Hebei Region and surrounding areas of China: 0.01°× 0.01° spatial resolution Y. Li et al. 10.1016/j.ecoenv.2025.118191
- Gestational and Postpartum Exposure to PM2.5 Components and Glucose Metabolism in Chinese Women: A Prospective Cohort Study Y. Chen et al. 10.1021/acs.est.4c03087
- Assessing the causal effect of long-term exposure to air pollution on cognitive decline in middle-aged and older adults – Empirical evidence from a nationwide longitudinal cohort X. Wang et al. 10.1016/j.ecoenv.2023.114811
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- Evaluating Fine-Scale Winter Nighttime PM2.5 Concentrations and Population Exposure Using SDGSAT-1 Glimmer Imagery X. Liu et al. 10.1109/JSTARS.2024.3503574
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- Health impact assessment on life expectancy gains ascribed to particulate matter reduction X. Lin et al. 10.1038/s41612-025-00953-w
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- Air pollution may increase the sleep apnea severity: A nationwide analysis of smart device-based monitoring Q. Zhang et al. 10.1016/j.xinn.2023.100528
- Association of long-term PM2.5 and its components exposure with ovarian hyperstimulation syndrome risk in assisted reproductive technology patients J. He et al. 10.1016/j.envpol.2025.126569
- A study on identifying synergistic prevention and control regions for PM2.5 and O3 and exploring their spatiotemporal dynamic in China H. Wu et al. 10.1016/j.envpol.2023.122880
- The effects of China’s poverty eradication program on sustainability and inequality Y. Pan et al. 10.1057/s41599-024-02631-3
- Ecological analysis of air particulate matter exposure and depression among adolescents in developing regions of Hubei, China J. Chen et al. 10.1016/j.jpsychires.2024.11.052
- National environmental monitoring and local enforcement strategies J. Zhao et al. 10.1038/s44284-024-00173-y
- Long-Term Exposure to Fine Particulate Matter (PM2.5) Components and Precocious Puberty Among School-Aged Children: Cross-Sectional Study X. Zhou et al. 10.2196/62861
Latest update: 02 Jul 2025
Short summary
We provided complete coverage PM2.5 concentrations at a 1-km resolution from 2000 to the present, carefully considering the significant changes in land use characteristics in China. This high-resolution PM2.5 data successfully revealed the local-scale PM2.5 variations. We noticed changes in PM2.5 spatial patterns in association with the clean air policies, with the pollution hotspots having transferred from urban centers to rural regions with limited air quality monitoring.
We provided complete coverage PM2.5 concentrations at a 1-km resolution from 2000 to the...
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