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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Cited
36 citations as recorded by crossref.
- 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
- Impact of fine particulate matter on latent tuberculosis infection and active tuberculosis in older adults: a population-based multicentre cohort study T. Guo et al. 10.1080/22221751.2024.2302852
- 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
- Exposure to PM2.5, seminal plasma metabolome, and semen quality among Chinese adult men: Association and potential mediation analyses Y. Zhang et al. 10.1016/j.jhazmat.2023.132602
- 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
- Associations of long-term exposure to fine particulate matter and its constituents with gynecologic cancer incidence: A prospective cohort study from Beijing J. Guo et al. 10.1016/j.medp.2024.100058
- Evaluating urban and nonurban PM 2.5 variability under clean air actions in China during 2010–2022 based on a new high-quality dataset B. Liu et al. 10.1080/17538947.2024.2310734
- 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
- Accuracy assessment on eight public PM2.5 concentration datasets across China Y. Di et al. 10.1016/j.atmosenv.2024.120799
- 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
- A similarity distance-based space-time random forest model for estimating PM2.5 concentrations over China S. Guan et al. 10.1016/j.atmosenv.2023.120043
- Prenatal exposure to fine particulate matter chemical constituents and the risk of stillbirth and the mediating role of pregnancy complications: A cohort study T. Shi et al. 10.1016/j.chemosphere.2023.140858
- Projecting heat-related cardiovascular mortality burden attributable to human-induced climate change in China Q. Zhu et al. 10.1016/j.ebiom.2024.105119
- The changing health effects of air pollution exposure for respiratory diseases: a multicity study during 2017–2022 S. Jiang et al. 10.1186/s12940-024-01083-1
- 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
- Periovulatory PM2.5 constituent exposures and human clinically recognized early pregnancy loss: Susceptible exposure time windows and high–risk constituents M. Wang et al. 10.1016/j.envpol.2024.125238
- Using a novel strategy to identify the clustered regions of associations between short-term exposure to temperature and mortality and evaluate the inequality of heat- and cold-attributable burdens: A case study in the Sichuan Basin, China W. Wang et al. 10.1016/j.jenvman.2023.119402
- Ambient PM2.5, ozone and mortality in Chinese older adults: A nationwide cohort analysis (2005–2018) Y. Zhang et al. 10.1016/j.jhazmat.2023.131539
- Simulating daily PM2.5 concentrations using wavelet analysis and artificial neural network with remote sensing and surface observation data Q. Guo et al. 10.1016/j.chemosphere.2023.139886
- 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
- The 2022 Summer record-breaking heatwave and health information-seeking behaviours: an infodemiology study in Mainland China Z. Li et al. 10.1136/bmjgh-2023-013231
- 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
- The Associations of Prenatal Exposure to Fine Particulate Matter and Its Chemical Components with Allergic Rhinitis in Children and the Modification Effect of Polyunsaturated Fatty Acids: A Birth Cohort Study Y. Chen et al. 10.1289/EHP13524
- High Spatial Resolution Nighttime PM2.5 Datasets in the Beijing–Tianjin–Hebei Region from 2015 to 2021 Using VIIRS/DNB and Deep Learning Model Y. Ma et al. 10.3390/rs15174271
- Nonoptimum Temperatures Are More Closely Associated With Fatal Myocardial Infarction Than With Nonfatal Events P. Hu et al. 10.1016/j.cjca.2023.08.026
- Short-term effects of fine particulate matter constituents on mortality considering the mortality displacement in Zhejiang province, China J. Fu et al. 10.1016/j.jhazmat.2023.131723
- Sex differences and dietary patterns in the association of air pollutants and hypertension C. Zhang et al. 10.1186/s12889-024-18620-9
- Using a novel strategy to investigate the spatially autocorrelated and clustered associations between short-term exposure to PM2.5 and mortality and the attributable burden: A case study in the Sichuan Basin, China W. Wang et al. 10.1016/j.ecoenv.2023.115405
36 citations as recorded by crossref.
- 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
- Impact of fine particulate matter on latent tuberculosis infection and active tuberculosis in older adults: a population-based multicentre cohort study T. Guo et al. 10.1080/22221751.2024.2302852
- 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
- Exposure to PM2.5, seminal plasma metabolome, and semen quality among Chinese adult men: Association and potential mediation analyses Y. Zhang et al. 10.1016/j.jhazmat.2023.132602
- 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
- Associations of long-term exposure to fine particulate matter and its constituents with gynecologic cancer incidence: A prospective cohort study from Beijing J. Guo et al. 10.1016/j.medp.2024.100058
- Evaluating urban and nonurban PM 2.5 variability under clean air actions in China during 2010–2022 based on a new high-quality dataset B. Liu et al. 10.1080/17538947.2024.2310734
- 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
- Accuracy assessment on eight public PM2.5 concentration datasets across China Y. Di et al. 10.1016/j.atmosenv.2024.120799
- 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
- A similarity distance-based space-time random forest model for estimating PM2.5 concentrations over China S. Guan et al. 10.1016/j.atmosenv.2023.120043
- Prenatal exposure to fine particulate matter chemical constituents and the risk of stillbirth and the mediating role of pregnancy complications: A cohort study T. Shi et al. 10.1016/j.chemosphere.2023.140858
- Projecting heat-related cardiovascular mortality burden attributable to human-induced climate change in China Q. Zhu et al. 10.1016/j.ebiom.2024.105119
- The changing health effects of air pollution exposure for respiratory diseases: a multicity study during 2017–2022 S. Jiang et al. 10.1186/s12940-024-01083-1
- 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
- Periovulatory PM2.5 constituent exposures and human clinically recognized early pregnancy loss: Susceptible exposure time windows and high–risk constituents M. Wang et al. 10.1016/j.envpol.2024.125238
- Using a novel strategy to identify the clustered regions of associations between short-term exposure to temperature and mortality and evaluate the inequality of heat- and cold-attributable burdens: A case study in the Sichuan Basin, China W. Wang et al. 10.1016/j.jenvman.2023.119402
- Ambient PM2.5, ozone and mortality in Chinese older adults: A nationwide cohort analysis (2005–2018) Y. Zhang et al. 10.1016/j.jhazmat.2023.131539
- Simulating daily PM2.5 concentrations using wavelet analysis and artificial neural network with remote sensing and surface observation data Q. Guo et al. 10.1016/j.chemosphere.2023.139886
- 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
- The 2022 Summer record-breaking heatwave and health information-seeking behaviours: an infodemiology study in Mainland China Z. Li et al. 10.1136/bmjgh-2023-013231
- 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
- The Associations of Prenatal Exposure to Fine Particulate Matter and Its Chemical Components with Allergic Rhinitis in Children and the Modification Effect of Polyunsaturated Fatty Acids: A Birth Cohort Study Y. Chen et al. 10.1289/EHP13524
- High Spatial Resolution Nighttime PM2.5 Datasets in the Beijing–Tianjin–Hebei Region from 2015 to 2021 Using VIIRS/DNB and Deep Learning Model Y. Ma et al. 10.3390/rs15174271
- Nonoptimum Temperatures Are More Closely Associated With Fatal Myocardial Infarction Than With Nonfatal Events P. Hu et al. 10.1016/j.cjca.2023.08.026
- Short-term effects of fine particulate matter constituents on mortality considering the mortality displacement in Zhejiang province, China J. Fu et al. 10.1016/j.jhazmat.2023.131723
- Sex differences and dietary patterns in the association of air pollutants and hypertension C. Zhang et al. 10.1186/s12889-024-18620-9
- Using a novel strategy to investigate the spatially autocorrelated and clustered associations between short-term exposure to PM2.5 and mortality and the attributable burden: A case study in the Sichuan Basin, China W. Wang et al. 10.1016/j.ecoenv.2023.115405
Latest update: 23 Nov 2024
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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