430 citations as recorded by crossref.

1. Spatial representativeness of PM2.5 monitoring stations and its implication for health assessment H. Bai et al. 10.1007/s11869-022-01202-2
2. Quantifying Individual PM2.5 Exposure with Human Mobility Inferred from Mobile Phone Data Z. Hu et al. 10.3390/su16010184
3. Association between outdoor jogging behavior and PM2.5 exposure: Evidence from massive GPS trajectory data in Beijing W. Guo et al. 10.1016/j.scitotenv.2024.174759
4. The mechanisms and seasonal differences of the impact of aerosols on daytime surface urban heat island effect W. Han et al. 10.5194/acp-20-6479-2020
5. Analyzing the effects of socioeconomic, natural and landscape factors on PM2.5 concentrations from a spatial perspective J. Song et al. 10.1007/s10668-024-05425-4
6. Revealing air quality impacts of the clean heating campaign in northern China Y. He et al. 10.1016/j.eneco.2024.108078
7. Ambient particulate matter and renal function decline in people with HIV/AIDS H. Ma et al. 10.1097/QAD.0000000000003802
8. Cooperative simultaneous inversion of satellite-based real-time PM2.5 and ozone levels using an improved deep learning model with attention mechanism X. Yan et al. 10.1016/j.envpol.2023.121509
9. Improving assessment of population exposure and health impacts to PM 2.5 with high spatial and temporal data X. Zhao et al. 10.1080/15481603.2024.2388921
10. Spatiotemporal Analysis of the Coupling Coordination Degree between Haze Disaster and Urbanization Systems in China from 2000 to 2020 J. Ji et al. 10.3390/systems10050150
11. Effect of gaseous pollutant and greenness exposure on mortality during treatment of newly treated tuberculosis patients: a provincial population-based cohort study J. Zhao et al. 10.1007/s11356-023-29256-4
12. Seasonal and multi-scale difference of the relationship between built-up land landscape pattern and PM2.5 concentration distribution in Nanjing J. Meng et al. 10.1016/j.ecolind.2023.111079
13. Space-Time Machine Learning Models to Analyze COVID-19 Pandemic Lockdown Effects on Aerosol Optical Depth over Europe S. Ibrahim et al. 10.3390/rs13153027
14. Separating Daily 1 km PM2.5 Inorganic Chemical Composition in China since 2000 via Deep Learning Integrating Ground, Satellite, and Model Data J. Wei et al. 10.1021/acs.est.3c00272
15. Maternal Exposure to Extreme Cold Events and Risk of Congenital Heart Defects: A Large Multicenter Study in China J. Guo et al. 10.1021/acs.est.3c10306
16. County-Level Synergy Analysis Between Air Pollution and CO2 Emissions Z. Wang & Z. Di 10.1007/s41810-024-00274-0
17. PM2.5 Exposure and Associated Premature Mortality to 2100 in China Under Climate and Socioeconomic Change Scenarios B. Zou et al. 10.1029/2022EF003416
18. RAV model: Study on urban refined climate environment assessment and ventilation corridors construction Q. Li et al. 10.1016/j.buildenv.2023.111080
19. Role of metabolic risk factors in the relationship between ambient fine particulate matter and depressive symptoms: Evidence from a longitudinal population study H. Xu et al. 10.1016/j.ecoenv.2023.115839
20. Increased allostatic load associated with ambient air pollution acting as a stressor: Cross-sectional evidence from the China multi-ethnic cohort study H. Xu et al. 10.1016/j.scitotenv.2022.155658
21. Effects of urban renewal on green space: Evidence from airborne particulate matter in a mega city cluster Z. Zhang et al. 10.1016/j.jclepro.2024.140811
22. Spatiotemporal Patterns and Equity Analysis of Premature Mortality Due to Ischemic Heart Disease Attributable to PM2.5 Exposure in China: 2007–2022 Y. Zhong et al. 10.3390/toxics12090641
23. Estimating PM2.5 concentrations via random forest method using satellite, auxiliary, and ground-level station dataset at multiple temporal scales across China in 2017 B. Guo et al. 10.1016/j.scitotenv.2021.146288
24. Spatiotemporal Distribution Patterns and Exposure Risks of PM2.5 Pollution in China J. Song et al. 10.3390/rs14133173
25. A homogenized daily in situ PM2.5 concentration dataset from the national air quality monitoring network in China K. Bai et al. 10.5194/essd-12-3067-2020
26. Change of the spatial and temporal pattern of ecological vulnerability: A case study on Cheng-Yu urban agglomeration, Southwest China B. Jiang et al. 10.1016/j.ecolind.2023.110161
27. Dietary Pattern and Long-Term Effects of Particulate Matter on Blood Pressure: A Large Cross-Sectional Study in Chinese Adults H. Xu et al. 10.1161/HYPERTENSIONAHA.121.17205
28. Analysis of spatiotemporal variation and relationship to land use – landscape pattern of PM2.5 and O3 in typical arid zone Z. Chen & Z. Zhang 10.1016/j.scs.2024.105689
29. PM 2.5 estimation and its relationship with NO 2 and SO 2 in China from 2016 to 2020 H. Tan et al. 10.1080/17538947.2024.2398055
30. Associations between long-term exposure to ambient air pollution and renal function in Southwest China: The China Multi-Ethnic Cohort (CMEC) study S. Li et al. 10.1016/j.ecoenv.2022.113851
31. Ambient PM2.5, household environment and preterm birth: A birth cohort study in Shandong, China Y. Shen et al. 10.1016/j.atmosenv.2024.120612
32. Urban overall and visible greenness and diabetes among older adults in China K. Hu et al. 10.1016/j.landurbplan.2023.104881
33. Cumulative and lagged effects of varying-sized particulate matter exposure associates with toddlers’ gut microbiota T. Qiu et al. 10.1016/j.envpol.2023.122389
34. 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
35. High-resolution mapping of regional VOCs using the enhanced space-time extreme gradient boosting machine (XGBoost) in Shanghai B. Lu et al. 10.1016/j.scitotenv.2023.167054
36. The mediating effect of TyG-related indicators between long-term exposure to particulate matter and cardiovascular disease: evidence from a national longitudinal cohort study J. Xu et al. 10.1186/s12944-024-02305-8
37. Association of Ambient Particulate Matter Pollution of Different Sizes With In-Hospital Case Fatality Among Stroke Patients in China M. Cai et al. 10.1212/WNL.0000000000200546
38. Could greenness modify the effects of physical activity and air pollutants on overweight and obesity among children and adolescents? L. Chen et al. 10.1016/j.scitotenv.2022.155117
39. New interpretable deep learning model to monitor real-time PM2.5 concentrations from satellite data X. Yan et al. 10.1016/j.envint.2020.106060
40. An improved dark target method for aerosol optical depth retrieval over China from Himawari-8 L. Gao et al. 10.1016/j.atmosres.2020.105399
41. Spatiotemporal Dynamic Evolution of PM2.5 Exposure from Land Use Changes: A Case Study of Gansu Province, China F. Liu et al. 10.3390/land14040795
42. Effects of temperature anomaly on sperm quality: A multi-center study of 33,234 men L. Xiao et al. 10.1016/j.heliyon.2024.e26765
43. Constructing a spatiotemporally coherent long-term PM2.5 concentration dataset over China during 1980–2019 using a machine learning approach H. Li et al. 10.1016/j.scitotenv.2020.144263
44. A method for improving the estimation of extreme air temperature by satellite R. Yao et al. 10.1016/j.scitotenv.2022.155887
45. Long-term exposure to ambient particulate matter is associated with prognosis in people living with HIV/AIDS: Evidence from a longitudinal study W. Liang et al. 10.1016/j.scitotenv.2024.172453
46. Rainwater chemistry observation in a karst city: variations, influence factors, sources and potential environmental effects J. Zeng & G. Han 10.7717/peerj.11167
47. Comparison of data-driven prediction methods for comprehensive coke ratio of blast furnace X. Zhai & M. Chen 10.1515/htmp-2022-0261
48. Near-real-time estimation of hourly open biomass burning emissions in China using multiple satellite retrievals Y. Xu et al. 10.1016/j.scitotenv.2021.152777
49. Time-Series Forecasting of PM2.5 and PM10 Concentrations Based on the Integration of Surveillance Images Y. Wu et al. 10.3390/s25010095
50. Yearly variations of water-soluble ions over Xi'an, China: Insight into the importance contribution of nitrate to PM2.5 X. Yang et al. 10.1016/j.apr.2024.102296
51. Characteristics of Pre-summer Daytime Cloud Regimes over Coastal South China from the Himawari-8 Satellite M. Li et al. 10.1007/s00376-021-1148-1
52. Can clean heating effectively alleviate air pollution: An empirical study based on the plan for cleaner winter heating in northern China W. Xue et al. 10.1016/j.apenergy.2023.121923
53. How does the upgraded domestic emission control area policy affect PM2.5 concentrations in port cities of China? Y. Zhang et al. 10.1016/j.marpolbul.2025.117755
54. Estimating Socio-Economic Parameters via Machine Learning Methods Using Luojia1-01 Nighttime Light Remotely Sensed Images at Multiple Scales of China in 2018 B. Guo et al. 10.1109/ACCESS.2021.3059865
55. Ground-level gaseous pollutants (NO2, SO2, and CO) in China: daily seamless mapping and spatiotemporal variations J. Wei et al. 10.5194/acp-23-1511-2023
56. Spatiotemporal relationship between Himawari-8 hourly columnar aerosol optical depth (AOD) and ground-level PM2.5 mass concentration in mainland China Q. Xu et al. 10.1016/j.scitotenv.2020.144241
57. Next Generation Air Quality Models: Dynamical Mesh, New Insights into Mechanism, Datasets and Applications J. Li et al. 10.1007/s40726-025-00355-9
58. Greenness, air pollution, and mortality risk: a retrospective cohort study of patients with lung cancer in China C. Zhou et al. 10.1080/09603123.2024.2355278
59. Satellite-Based Mapping of High-Resolution Ground-Level PM2.5 with VIIRS IP AOD in China through Spatially Neural Network Weighted Regression Y. Chen et al. 10.3390/rs13101979
60. The joint effects of physical activity and air pollution on type 2 diabetes in older adults L. Ao et al. 10.1186/s12877-022-03139-8
61. Short-term exposure to ambient particulate matter and mortality among HIV/AIDS patients: Case-crossover evidence from all counties of Hubei province, China F. Zhang et al. 10.1016/j.scitotenv.2022.159410
62. Effects of using different exposure data to estimate changes in premature mortality attributable to PM2.5 and O3 in China C. Wang et al. 10.1016/j.envpol.2021.117242
63. Residential greenspace and childhood asthma: An intra-city study Y. Hu et al. 10.1016/j.scitotenv.2022.159792
64. Hypothetical Behavioral Interventions for Mitigating the Cardiovascular Effects of Long‐Term Fine Particulate Matter Exposure: Analyses From 2 Prospective Cohorts J. Wu et al. 10.1161/JAHA.124.038624
65. Quantifying the Impact and Importance of Natural, Economic, and Mining Activities on Environmental Quality Using the PIE-Engine Cloud Platform: A Case Study of Seven Typical Mining Cities in China J. Zeng et al. 10.3390/su16041447
66. Ambient fine particulate matter constituents and semen quality among adult men in China Y. Zhang et al. 10.1016/j.jhazmat.2023.133313
67. Unequal Health Burden from Air Pollution among Minors in Education Y. Wu et al. 10.1021/acs.est.4c02733
68. Joint exposure to air pollution, ambient temperature and residential greenness and their association with metabolic syndrome (MetS): A large population-based study among Chinese adults S. Feng et al. 10.1016/j.envres.2022.113699
69. Does environmental regulation lessen health risks? Evidence from Chinese cities Q. Xu et al. 10.3389/fpubh.2023.1322666
70. Impact of air pollution on depressive symptoms and the modifying role of physical activity: Evidence from the CHARLS study Q. Zhao et al. 10.1016/j.jhazmat.2024.136507
71. Long-term exposure to particulate matter is associated with elevated blood pressure: Evidence from the Chinese plateau area Y. Li et al. 10.7189/jogh.14.04039
72. Exposure to ambient particulate matter and ovarian reserve impairment among reproductive age women in China Z. Han et al. 10.1016/j.jhazmat.2024.136212
73. Satellite-based estimation of the impacts of summertime wildfires on PM2.5 concentration in the United States Z. Xue et al. 10.5194/acp-21-11243-2021
74. Three-Year Variations in Criteria Atmospheric Pollutants and Their Relationship with Rainwater Chemistry in Karst Urban Region, Southwest China J. Zeng et al. 10.3390/atmos12081073
75. Artificial intelligence applications for accurate geothermal temperature prediction in the lower Friulian Plain (north-eastern Italy) D. Sheini Dashtgoli et al. 10.1016/j.jclepro.2024.142452
76. Ground-Level NO2Surveillance from Space Across China for High Resolution Using Interpretable Spatiotemporally Weighted Artificial Intelligence J. Wei et al. 10.1021/acs.est.2c03834
77. A Simple and Effective Random Forest Refit to Map the Spatial Distribution of NO2 Concentrations Y. Chi & Y. Zhan 10.3390/atmos13111832
78. A Multi-Modal Deep-Learning Air Quality Prediction Method Based on Multi-Station Time-Series Data and Remote-Sensing Images: Case Study of Beijing and Tianjin H. Xia et al. 10.3390/e26010091
79. Premature Deaths and Economic Losses Attributable to Long- and Short-Term PM 2.5 Exposure in China J. Song et al. 10.34133/ehs.0111
80. Himawari-8-derived diurnal variations in ground-level PM2.5 pollution across China using the fast space-time Light Gradient Boosting Machine (LightGBM) J. Wei et al. 10.5194/acp-21-7863-2021
81. Optimizing Urban Green Spaces for Air Quality Improvement: A Multiscale Land Use/Land Cover Synergy Practical Framework in Wuhan, China S. Bi et al. 10.3390/land13071020
82. Full-coverage mapping and spatiotemporal variations of ground-level ozone (O3) pollution from 2013 to 2020 across China J. Wei et al. 10.1016/j.rse.2021.112775
83. Quantitative Estimation of the Impacts of Precursor Emissions on Surface O3 and PM2.5 Collaborative Pollution in Three Typical Regions of China via Multi-Task Learning M. Liu et al. 10.3390/su16062475
84. Association of ambient ozone exposure and greenness exposure with hemorrhagic stroke mortality at different times: A cohort study in Shandong Province, China C. Liu et al. 10.1016/j.ecoenv.2024.116356
85. Machine Learning Prediction of Co-Seismic Landslide with Distance and Azimuth Instead of Peak Ground Acceleration Y. Shi et al. 10.3390/su16198332
86. Interpolation-Based Fusion of Sentinel-5P, SRTM, and Regulatory-Grade Ground Stations Data for Producing Spatially Continuous Maps of PM2.5 Concentrations Nationwide over Thailand S. Han et al. 10.3390/atmos13020161
87. Quantifying the environmental synergistic effect of cooling-air purification-carbon sequestration from urban forest in China R. Feng et al. 10.1016/j.jclepro.2024.141514
88. Determining rainwater chemistry to reveal alkaline rain trend in Southwest China: Evidence from a frequent-rainy karst area with extensive agricultural production J. Zeng et al. 10.1016/j.envpol.2020.115166
89. Cloud detection for Landsat imagery by combining the random forest and superpixels extracted via energy-driven sampling segmentation approaches J. Wei et al. 10.1016/j.rse.2020.112005
90. Prenatal exposure to PM2.5 and its composition on child growth trajectories in the first two years: A prospective birth cohort study R. Ma et al. 10.1016/j.envpol.2024.124896
91. The modifying role of residential greenness on the association between heat waves and adverse birth outcomes: Results from the ELEFANT project Y. Ma et al. 10.1016/j.envres.2025.121118
92. Short-term residential exposure to air pollution and risk of acute myocardial infarction deaths at home in China J. Cheng et al. 10.1007/s11356-023-27813-5
93. Abnormally Shallow Boundary Layer Associated With Severe Air Pollution During the COVID‐19 Lockdown in China T. Su et al. 10.1029/2020GL090041
94. Ambient particulate matter and in-hospital case fatality of acute myocardial infarction: A multi-province cross-sectional study in China X. Lin et al. 10.1016/j.ecoenv.2023.115731
95. Estimating Near-Surface Concentrations of Major Air Pollutants From Space: A Universal Estimation Framework LAPSO S. Zhu et al. 10.1109/TGRS.2023.3248180
96. Leveraging machine learning to explore nonlinear associations between urban heat vulnerability and morbidity risk J. Yang et al. 10.1016/j.uclim.2025.102320
97. Estimating hourly PM2.5 concentrations in Beijing with satellite aerosol optical depth and a random forest approach J. Sun et al. 10.1016/j.scitotenv.2020.144502
98. A spatial approach to assessing PM 2.5 exposure level of a brickmaking community in South Africa T. Aniyikaiye et al. 10.1080/10962247.2024.2332227
99. Atmospheric aerosol and black carbon optical properties and associated radiative forcing under haze conditions M. Zhang et al. 10.1016/j.jqsrt.2020.107390
100. Association of Abnormal Lung Function and Its Subtypes With Arterial Stiffness: A Longitudinal Cohort Study Z. Wu et al. 10.1161/JAHA.123.029929
101. Association of Ambient Air Pollution With Invasive Pulmonary Hemodynamics and Long‐Term Outcomes in Patients With Pulmonary Arterial Hypertension S. Zhang et al. 10.1161/JAHA.124.039343
102. Comparison of short-term effects of particulate matter with different particle sizes on first-ever stroke: A national case-crossover study in China X. Lian et al. 10.1016/j.atmosenv.2023.120080
103. Impact of Environmental Exposure on Chronic Diseases in China and Assessment of Population Health Vulnerability Z. Huang et al. 10.3390/ijgi12040155
104. Multiyear emissions of carbonaceous aerosols from cooking, fireworks, sacrificial incense, joss paper burning, and barbecue as well as their key driving forces in China Y. Cheng et al. 10.5194/essd-14-4757-2022
105. Association between short-term daily temperature variability and blood pressure in the Chinese population: From the China hypertension survey X. Yan et al. 10.1016/j.envint.2024.108463
106. Changes in PM2.5-related health burden in China's poverty and non-poverty areas during 2000–2020: A health inequality perspective Y. Li et al. 10.1016/j.scitotenv.2022.160517
107. Estimating hourly surface PM2.5 concentrations with full spatiotemporal coverage in China using Himawari-8/9 AOD and a two-stage model S. Zhang et al. 10.1016/j.apr.2025.102519
108. Association between postoperative exposure to fine particulate matter and patency of the right ventricle–pulmonary artery conduit C. Yue et al. 10.1016/j.scitotenv.2023.166604
109. Fall of oxidized while rise of reduced reactive nitrogen deposition in China L. Liu et al. 10.1016/j.jclepro.2020.122875
110. Estimating future PM2.5-attributed acute myocardial infarction incident cases under climate mitigation and population change scenarios in Shandong Province, China X. Ma et al. 10.1016/j.ecoenv.2023.114893
111. PM2.5 concentrations based on near-surface visibility in the Northern Hemisphere from 1959 to 2022 H. Hao et al. 10.5194/essd-16-4051-2024
112. Spatiotemporally Continuous Reconstruction of Retrieved PM2.5 Data Using an Autogeoi-Stacking Model in the Beijing-Tianjin-Hebei Region, China W. Chu et al. 10.3390/rs14184432
113. Diagnosing drivers of PM2.5 simulation biases in China from meteorology, chemical composition, and emission sources using an efficient machine learning method S. Wang et al. 10.5194/gmd-17-3617-2024
114. Full Coverage Hourly PM2.5 Concentrations’ Estimation Using Himawari-8 and MERRA-2 AODs in China Z. Liu et al. 10.3390/ijerph20021490
115. Mapping contiguous XCO2 by machine learning and analyzing the spatio-temporal variation in China from 2003 to 2019 M. Zhang & G. Liu 10.1016/j.scitotenv.2022.159588
116. Association between air temperature exposure and childhood rhinitis risk, and the mediating role of ambient O3: A multi-city study of 40,103 Chinese preschool children Z. Niu et al. 10.1016/j.scs.2024.106122
117. Particulate matter, socioeconomic status, and cognitive function among older adults in China Q. Zhao 10.1016/j.archger.2025.105756
118. Estimation of all-sky 1 km land surface temperature over the conterminous United States B. Li et al. 10.1016/j.rse.2021.112707
119. The impact of particulate pollution control on aerosol hygroscopicity and CCN activity in North China Y. Wang et al. 10.1088/1748-9326/acde91
120. Association between long-term ozone exposure and readmission for chronic obstructive pulmonary disease exacerbation H. Yang et al. 10.1016/j.envpol.2024.123811
121. PM2.5 Concentrations Variability in North China Explored with a Multi-Scale Spatial Random Effect Model H. Zhang et al. 10.3390/ijerph191710811
122. Effect of particulate matter on cognitive function among middle-aged and older adults in China: An instrumental variable approach Q. Zhao et al. 10.1016/j.socscimed.2024.117438
123. Assessment of personal exposure using movement trajectory and hourly 1-km PM2.5 concentrations H. Bai et al. 10.1117/1.JRS.18.012003
124. Emissions leakage embodied in inter-provincial trade brings unexpected air quality and health benefits P. Qi et al. 10.1016/j.scitotenv.2023.167085
125. A critical review of the variation in rainwater acidity in 24 Chinese cities during 1982–2018 R. Qu & G. Han 10.1525/elementa.2021.00142
126. PM2.5 Retrieval With Sentinel-5P Data Over Europe Exploiting Deep Learning A. Mazza et al. 10.1109/TGRS.2025.3555637
127. Land subsidence simulation based on Extremely Randomized Trees combined with Monte Carlo algorithm Z. Wang et al. 10.1016/j.cageo.2023.105415
128. Global estimation of clear-sky shortwave aerosol direct radiative effects based on CALIPSO observations Z. Shi et al. 10.1080/01431161.2022.2045042
129. Residential greenness attenuated association of long-term air pollution exposure with elevated blood pressure: Findings from polluted areas in Northern China Y. Mei et al. 10.3389/fpubh.2022.1019965
130. Population exposure evaluation and value loss analysis of PM2.5 and ozone in China B. Wang et al. 10.1016/j.jenvman.2025.124480
131. Association of residential greenness, air pollution with adverse birth outcomes: Results from 61,762 mother‑neonatal pairs in project ELEFANT (2011–2021) Y. Yu et al. 10.1016/j.scitotenv.2023.169549
132. Individual exposure of ambient particulate matters and eosinophilic chronic rhinosinusitis with nasal Polyps: Dose-Response, mediation effects and recurrence prediction J. Wang et al. 10.1016/j.envint.2023.108031
133. The mediating effect of maternal blood lipids on the association between maternal exposure to PM2.5 and birth weight: a retrospective birth cohort study in Zhejiang, China H. Chen et al. 10.1186/s12944-025-02614-6
134. Substantial health benefits of strengthening guidelines on indoor fine particulate matter in China Y. Xie et al. 10.1016/j.envint.2022.107082
135. Short‐Term Exposure to Ambient Air Pollution and Hospital Admissions for Sequelae of Stroke in Chinese Older Adults R. Wang et al. 10.1029/2022GH000700
136. Spatial heterogeneity in health risks of illness-related absenteeism associated with PM2.5 exposure for elementary students Y. Wu et al. 10.1016/j.envres.2022.113473
137. Ammonia volatilization as the major nitrogen loss pathway in dryland agro-ecosystems L. Liu et al. 10.1016/j.envpol.2020.114862
138. The Association Between Long-term Exposure to Ambient Air Pollution and Bone Strength in China J. Wu et al. 10.1210/clinem/dgab462
139. Association of air pollution and green space with endometriosis among women undergoing assisted reproductive technology: a cross-sectional study in Anhui, China Y. Peng et al. 10.1080/09603123.2025.2504611
140. Long-term exposure to ambient NO2 and adult mortality: A nationwide cohort study in China Y. Zhang et al. 10.1016/j.jare.2022.02.007
141. Estimating PM2.5 Concentrations Using the Machine Learning RF-XGBoost Model in Guanzhong Urban Agglomeration, China L. Lin et al. 10.3390/rs14205239
142. Level of elderly-supportive infrastructure, fine particulate matter and cardiovascular disease hospitalisations: a time-stratified case-crossover study in Wuhan M. Qin et al. 10.1080/16549716.2024.2447651
143. Differentiating the impact of non-optimum temperature and temperature variability on cause-specific cerebrovascular mortality: An individual-level, case-crossover study in Shanghai, China X. Su et al. 10.1016/j.ecoenv.2025.118339
144. Ambient Ozone, PM1 and Female Lung Cancer Incidence in 436 Chinese Counties H. Guo et al. 10.3390/ijerph181910386
145. Air pollution weaken your muscle? Evidence from a cross-sectional study on sarcopenia in central China F. Zhang et al. 10.1016/j.ecoenv.2023.114962
146. Association between outdoor artificial light at night and sleep duration among older adults in China: A cross-sectional study K. Hu et al. 10.1016/j.envres.2022.113343
147. Associations of residential greenness exposure during early pregnancy with the risk of spontaneous abortion: the China Birth Cohort Study Y. Cui et al. 10.1186/s12302-024-00869-x
148. Does physical activity attenuate the association between ambient PM2.5 and physical function? H. Jiang et al. 10.1016/j.scitotenv.2023.162501
149. Long-term exposure to ambient air pollution, circadian syndrome and cardiovascular disease: A nationwide study in China X. Hu et al. 10.1016/j.scitotenv.2023.161696
150. Ambient air pollution and the health-related quality of life of older adults: Evidence from Shandong China J. Tan et al. 10.1016/j.jenvman.2023.117619
151. Reconstruction of PM2.5 Concentrations in East Asia on the Basis of a Wide–Deep Ensemble Machine Learning Framework and Estimation of the Potential Exposure Level from 1981 to 2020 S. Yin et al. 10.1016/j.eng.2024.09.025
152. The Interactive and Joint Associations of Ambient PM2.5 and Temperature on the Onset of Acute Coronary Syndrome: Findings from The Chinese Cardiovascular Association (CCA) Database-Chest Pain Center Registry T. Liu et al. 10.1021/acs.est.4c07508
153. Planning for green infrastructure by integrating multi-driver: Ranking priority based on accessibility equity X. Dong et al. 10.1016/j.scs.2024.105767
154. Surface urban heat islands in 932 urban region agglomerations in China during the morning and before midnight: spatial-temporal changes, drivers, and simulation Y. Li et al. 10.1080/10106049.2022.2082552
155. Residential surrounding greenness is associated with improved lung function in adults: a cross-sectional study in eastern China W. Zhang et al. 10.1186/s12889-023-15473-6
156. Identifying the spatiotemporal dynamic of PM2.5 concentrations at multiple scales using geographically and temporally weighted regression model across China during 2015–2018 B. Guo et al. 10.1016/j.scitotenv.2020.141765
157. Long-term particulate matter exposure and the risk of neurological hospitalization: Evidence from causal inference of a large longitudinal cohort in South China S. Chen et al. 10.1016/j.chemosphere.2023.140397
158. Potential causal links of long‐term exposure to PM2.5 and its chemical components with the risk of nasopharyngeal carcinoma recurrence: A 10‐year cohort study in South China X. Sun et al. 10.1002/ijc.35047
159. Impact of Ultra-Low Emission Technology of Thermal Power Plants on Air Quality in China W. Zhu et al. 10.1007/s41810-024-00237-5
160. Effect modification of greenness on PM2.5associated all-cause mortality in a multidrug-resistant tuberculosis cohort E. Ge et al. 10.1136/thoraxjnl-2020-216819
161. Satellite-observed vegetation responses to aerosols variability Z. Zhang et al. 10.1016/j.agrformet.2022.109278
162. Hazard Susceptibility Mapping with Machine and Deep Learning: A Literature Review A. Pugliese Viloria et al. 10.3390/rs16183374
163. Spatial and moderating effects of greenspace on the association between air pollution and lung cancer incidence Z. Pang et al. 10.1016/j.apgeog.2024.103207
164. Spatiotemporal impacts of purpose-specific human mobility on air pollution: Evidence from taxi trajectories and interpretable machine learning W. XU & X. GU 10.1016/j.scs.2025.106411
165. Metro-line expansions and local air quality in Shenzhen: Focusing on network effects Y. Ou et al. 10.1016/j.trd.2023.103991
166. Exposure to outdoor humid-heat and indoor dampness-mold during infancy is associated with increased childhood asthma risk: A large-scale multi-city study in Chinese preschool children Z. Niu et al. 10.1016/j.scs.2024.106061
167. Impact of ambient temperature on adverse pregnancy outcomes: a birth cohort study in Fuzhou, China J. Lin et al. 10.3389/fpubh.2023.1183129
168. Improved estimation of particulate matter in China based on multisource data fusion S. Wang et al. 10.1016/j.scitotenv.2023.161552
169. A review of statistical methods used for developing large-scale and long-term PM2.5 models from satellite data Z. Ma et al. 10.1016/j.rse.2021.112827
170. Short-term PM1 and PM2.5 exposure and asthma mortality in Jiangsu Province, China: What’s the role of neighborhood characteristics? J. Song et al. 10.1016/j.ecoenv.2022.113765
171. Inferring Near-Surface PM2.5 Concentrations from the VIIRS Deep Blue Aerosol Product in China: A Spatiotemporally Weighted Random Forest Model W. Xue et al. 10.3390/rs13030505
172. The ChinaHighPM10 dataset: generation, validation, and spatiotemporal variations from 2015 to 2019 across China J. Wei et al. 10.1016/j.envint.2020.106290
173. A comprehensive framework for assessing the impact of potential agricultural pollution on grain security and human health in economically developed areas Y. Jiang et al. 10.1016/j.envpol.2020.114653
174. Long-term exposure to fine particulate matter and site-specific cancer mortality: A difference-in-differences analysis in Jiangsu province, China Z. Fan et al. 10.1016/j.envres.2023.115405
175. Global validation and hybrid calibration of CAMS and MERRA-2 PM2.5 reanalysis products based on OpenAQ platform C. Jin et al. 10.1016/j.atmosenv.2022.118972
176. Spatiotemporal estimation of near-surface CO 2 concentrations over the global continent based on hybrid machine learning model X. Huang et al. 10.1080/19475683.2025.2481067
177. Extracting Information on Rocky Desertification from Satellite Images: A Comparative Study J. Pu et al. 10.3390/rs13132497
178. Association between ambient temperature and semen quality among sperm donation volunteers in South China X. Zhang et al. 10.1016/j.envint.2023.107809
179. Is There a Relationship between Increased Land-Use Intensity and the Rise in PM2.5 Pollution Levels in the Yangtze River Economic Belt, China (2000–2021)? J. He et al. 10.3390/atmos14071097
180. Associations of ambient temperature with mortality for ischemic and hemorrhagic stroke and the modification effects of greenness in Shandong Province, China F. He et al. 10.1016/j.scitotenv.2022.158046
181. Estimation of Ground-Level PM2.5 Concentration at Night in Beijing-Tianjin-Hebei Region with NPP/VIIRS Day/Night Band Y. Ma et al. 10.3390/rs15030825
182. Prediction of daily PM2.5 and ozone based on high-density weather stations in China: Nonlinear effects of meteorology, human and ecosystem health risks L. Wang et al. 10.1016/j.atmosres.2023.106889
183. High-precision estimation of hourly PM2.5 concentration based on a grid scale of satellite-derived products M. Zhang & L. Yuan 10.1016/j.apr.2023.101724
184. Association between long-term exposure to ambient particulate matter and pulmonary function among men and women in typical areas of South and North China Q. Liu et al. 10.3389/fpubh.2023.1170584
185. Living near greenness is associated with higher bone strength: A large cross-sectional epidemiological study in China Y. Jiang et al. 10.1016/j.scitotenv.2022.155393
186. Ambient particulate matter, maternal thyroid function, and birth weight: A mediation analysis Y. Gong et al. 10.1016/j.ecoenv.2023.115420
187. Daily high-resolution surface PM2.5 estimation over Europe by ML-based downscaling of the CAMS regional forecast S. Shetty et al. 10.1016/j.envres.2024.120363
188. Spatial Influence of Multifaceted Environmental States on Habitat Quality: A Case Study of the Three Largest Chinese Urban Agglomerations F. Liu et al. 10.3390/rs15040921
189. Estimation of PM2.5 Using Multi-Angle Polarized TOA Reflectance Data from the GF-5B Satellite R. Zhang et al. 10.3390/rs16213944
190. Ozone concentration, physical activity, and emotional and behavioral problems in children and adolescents Y. Zhang et al. 10.1016/j.envres.2024.120697
191. Heatwave exposure in relation to decreased sleep duration in older adults W. Zhou et al. 10.1016/j.envint.2023.108348
192. Coarse particulate air pollution and mortality in a multidrug-resistant tuberculosis cohort H. Feng et al. 10.1016/j.scitotenv.2024.174048
193. Machine learning-based generation of high-resolution 3D full-coverage aerosol distribution data over China using multisource data W. Li et al. 10.1016/j.rse.2025.114772
194. Urban-rural differences in the association between long-term exposure to ambient air pollution and obesity in China M. Liu et al. 10.1016/j.envres.2021.111597
195. Air quality predictions with a semi-supervised bidirectional LSTM neural network L. Zhang et al. 10.1016/j.apr.2020.09.003
196. A Spatial-Temporal Interpretable Deep Learning Model for improving interpretability and predictive accuracy of satellite-based PM2.5 X. Yan et al. 10.1016/j.envpol.2021.116459
197. A New Long-Term Downward Surface Solar Radiation Dataset over China from 1958 to 2015 N. Hou et al. 10.3390/s20216167
198. Statistical Emulation of Winter Ambient Fine Particulate Matter Concentrations From Emission Changes in China L. Conibear et al. 10.1029/2021GH000391
199. Residential greenness, air pollution and visual impairment: a prospective cohort study J. Yan et al. 10.1186/s12889-024-20853-7
200. Short-term exposure to ambient air pollution and hospital admissions for angina among older adults in South China L. Xu et al. 10.1016/j.atmosenv.2023.120198
201. Vertical distributions of aerosol microphysical and optical properties based on aircraft measurements made over the Loess Plateau in China Z. Cai et al. 10.1016/j.atmosenv.2021.118888
202. Changes in Long-Term PM2.5 Pollution in the Urban and Suburban Areas of China’s Three Largest Urban Agglomerations from 2000 to 2020 L. Zhang et al. 10.3390/rs14071716
203. Exploring the altitude differentiation and influencing factors of PM2.5 and O3: a case study of the Fenwei Plain, China Z. Yin et al. 10.3389/fenvs.2024.1509460
204. Evapotranspiration responses to CO2 and its driving mechanisms in four ecosystems based on CMIP6 simulations: Forest, shrub, farm and grass T. Lu et al. 10.1016/j.envres.2023.115417
205. Ultrahigh-Resolution (250 m) Regional Surface PM2.5 Concentrations Derived First From MODIS Measurements J. Liu et al. 10.1109/TGRS.2021.3064191
206. The Dilemma of Pollution Information Disclosure: Evidence from a New Data Set J. Gong et al. 10.2139/ssrn.4759798
207. Association Between Long-Term Exposure to Ambient Air Pollution and the Risk of Mild Cognitive Impairment in a Chinese Urban Area: A Case-Control Study X. Xie et al. 10.3233/JAD-231186
208. A data-driven approach for PM2.5 estimation in a metropolis: random forest modeling based on ERA5 reanalysis data S. Gündoğdu & T. Elbir 10.1088/2515-7620/ad352d
209. Remote sensing estimation of surface PM2.5 concentrations using a deep learning model improved by data augmentation and a particle size constraint S. Yin et al. 10.1016/j.atmosenv.2022.119282
210. An improved geographic pattern based residual neural network model for estimating PM2.5 concentrations H. Su et al. 10.1016/j.jag.2024.104174
211. Do socioeconomic factors modify the effects of PM1 and SO2 on lung cancer incidence in China? H. Guo et al. 10.1016/j.scitotenv.2020.143998
212. Retrieving PM2.5 with high spatio-temporal coverage by TOA reflectance of Himawari-8 J. Yin et al. 10.1016/j.apr.2021.02.007
213. Estimating daily PM2.5 concentrations using an extreme gradient boosting model based on VIIRS aerosol products over southeastern Europe S. Gündoğdu et al. 10.1007/s11869-022-01245-5
214. Particulate matter pollution and asthma mortality in China: A nationwide time-stratified case-crossover study from 2015 to 2020 W. Liu et al. 10.1016/j.chemosphere.2022.136316
215. Industrial Heat Source-Related PM2.5 Concentration Estimates and Analysis Using New Three-Stage Model in the Beijing–Tianjin–Hebei Region Y. Zeng et al. 10.3390/atmos15010131
216. Assessing the spatiotemporal evolution and socioeconomic determinants of PM2.5-related premature deaths in China from 2000 to 2021 H. Mo & S. Wang 10.1016/j.scitotenv.2024.174323
217. A hybrid XGBoost-SMOTE model for optimization of operational air quality numerical model forecasts H. Ke et al. 10.3389/fenvs.2022.1007530
218. Association between short-term exposure to ambient PM1 and PM2.5 and forced vital capacity in Chinese children and adolescents H. Wu et al. 10.1007/s11356-022-20842-6
219. Air pollution and risk of 32 health conditions: outcome-wide analyses in a population-based prospective cohort in Southwest China H. Zhou et al. 10.1186/s12916-024-03596-5
220. Long-Term Exposure to Ambient Fine Particles and Heart Rate in Northwestern China: Findings from 1.8 Million Adults of the Kashgar Prospective Cohort Study (KPCS) Z. Hao et al. 10.3390/atmos14020394
221. A Random Forest Model for Daily PM2.5 Personal Exposure Assessment for a Chinese Cohort Y. Wang et al. 10.1021/acs.estlett.1c00970
222. A Deep Learning Approach to Increase the Value of Satellite Data for PM2.5 Monitoring in China B. Li et al. 10.3390/rs15153724
223. A stronger association of mental disorders with smaller particulate matter and a modifying effect of air temperature K. Wu et al. 10.1016/j.envpol.2024.123677
224. Influence of Spatial Resolution on Satellite-Based PM2.5 Estimation: Implications for Health Assessment H. Bai et al. 10.3390/rs14122933
225. Association of ambient PM10 and PM2.5 with coronary stenosis measured using selective coronary angiography M. Luo et al. 10.1016/j.ecoenv.2023.115338
226. Exploration of Eco-Environment and Urbanization Changes Based on Multi-Source Remote Sensing Data—A Case Study of Yangtze River Delta Urban Agglomeration Y. Li & S. Wang 10.3390/su16145903
227. Association of long-term exposure to ambient air pollutants with blood lipids in Chinese adults: The China Multi-Ethnic Cohort study L. Wang et al. 10.1016/j.envres.2021.111174
228. Spatiotemporal heterogeneity of the relationships between PM2.5 concentrations and their drivers in China's coastal ports Y. Zhang et al. 10.1016/j.jenvman.2023.118698
229. Short-term effects of exposure to ambient PM1, PM2.5, and PM10 on ischemic and hemorrhagic stroke incidence in Shandong Province, China H. Wu et al. 10.1016/j.envres.2022.113350
230. SPsync: Lightweight multi-terminal big spatiotemporal data synchronization solution W. Zhang et al. 10.1016/j.future.2022.11.003
231. How Does Urban Expansion Affect Regional Haze Pollution: An Intergovernmental Tax Competition Perspective Z. Liu et al. 10.1111/ajes.12636
232. Mapping Rice Paddy Based on Machine Learning with Sentinel-2 Multi-Temporal Data: Model Comparison and Transferability W. Zhang et al. 10.3390/rs12101620
233. An Assessment Framework for Mapping the Air Purification Service of Vegetation at the Regional Scale Y. Liu et al. 10.3390/f15020391
234. Association of long-term exposure to PM2.5 and its chemical components with the reduced quality of sleep Z. Yuan et al. 10.1016/j.sleep.2024.07.007
235. An Evaluation of Eight Machine Learning Regression Algorithms for Forest Aboveground Biomass Estimation from Multiple Satellite Data Products Y. Zhang et al. 10.3390/rs12244015
236. Extending the EOS Long-Term PM2.5 Data Records Since 2013 in China: Application to the VIIRS Deep Blue Aerosol Products J. Wei et al. 10.1109/TGRS.2021.3050999
237. High-accuracy full-coverage PM 2.5 retrieval from 2014 to 2023 over China based on satellite remote sensing and hierarchical deep learning model Y. Fan et al. 10.1080/17538947.2024.2392850
238. Multi-scale spatiotemporal trends and corresponding disparities of PM2.5 exposure in China Y. Bai & M. Liu 10.1016/j.envpol.2023.122857
239. Maternal exposure to ambient ozone and fetal conotruncal heart defects in China: A multicenter cohort study Y. Ruan et al. 10.1016/j.ecoenv.2024.116328
240. Spatiotemporal PM2.5 variations and its response to the industrial structure from 2000 to 2018 in the Beijing-Tianjin-Hebei region W. Xue et al. 10.1016/j.jclepro.2020.123742
241. Climatic modification effects on the association between PM1 and lung cancer incidence in China H. Guo et al. 10.1186/s12889-021-10912-8
242. Impacts of open biomass burning in Southeast Asia on atmospheric PM2.5 concentrations over south China from 2009 to 2018 J. Li et al. 10.1016/j.atmosenv.2024.120491
243. Association between residential greenness and all-cause mortality and the joint mediation effect of air pollutants among old people with disability: A prospective cohort study C. Feng et al. 10.1016/j.scitotenv.2022.159604
244. 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
245. Long-term PM2.5 exposure and early-onset diabetes: Does BMI link this risk? Y. Li et al. 10.1016/j.scitotenv.2023.169791
246. Using multivariate adaptive regression splines and extremely randomized trees algorithms to predict dust events frequency around an international wetland and prioritize its drivers Z. Ebrahimi-Khusfi et al. 10.1007/s10661-021-09198-5
247. Research on the spatial and temporal impact of commercial banks’ spatial agglomeration on PM2.5 pollution in China C. Qu 10.1177/0958305X241238326
248. A review of machine learning for modeling air quality: Overlooked but important issues D. Tang et al. 10.1016/j.atmosres.2024.107261
249. Geographical and temporal encoding for improving the estimation of PM2.5 concentrations in China using end-to-end gradient boosting N. Yang et al. 10.1016/j.rse.2021.112828
250. Calibrating MERRA-2 PM2.5 concentrations with aerosol diagnostics: testing different machine learning approaches in the Eastern Mediterranean G. Tuna Tuygun et al. 10.1007/s11869-022-01250-8
251. Green space coverage versus air pollution: a cloud-based remote sensing data analysis in Sichuan, Western China A. Naboureh et al. 10.1080/17538947.2024.2383454
252. Long term variation of microphysical properties of black carbon in Beijing derived from observation and machine learning K. Hu et al. 10.1088/1748-9326/ad4618
253. Reconstruction of all-sky daily air temperature datasets with high accuracy in China from 2003 to 2022 M. Wang et al. 10.1038/s41597-024-03980-z
254. Separating emission and meteorological contributions to long-term PM2.5 trends over eastern China during 2000–2018 Q. Xiao et al. 10.5194/acp-21-9475-2021
255. The impact of urban green space morphology on PM2.5 pollution in Wuhan, China: A novel multiscale spatiotemporal analytical framework S. Bi et al. 10.1016/j.buildenv.2022.109340
256. Spatial-temporal heterogeneity of vegetation reduces concentration of atmospheric pollution particles in the East China Metropolitan Area T. Liu et al. 10.1016/j.ecolind.2024.112902
257. Associations between long-term exposure to particulate matter and mortality from multiple causes among the oldest-old people H. Yu et al. 10.1016/j.jhazmat.2025.138434
258. Analysis of Spatiotemporal Variation and Influencing Factors of PM2.5 in China Based on Multisource Data X. Kan et al. 10.3390/su151914656
259. Time-varying ambient air pollution exposure is associated with gut microbiome variation in the first 2 years of life T. Qiu et al. 10.1016/j.envpol.2024.124705
260. Accuracy assessment on eight public PM2.5 concentration datasets across China Y. Di et al. 10.1016/j.atmosenv.2024.120799
261. Associations of particulate matter with dementia and mild cognitive impairment in China: A multicenter cross-sectional study J. Tan et al. 10.1016/j.xinn.2021.100147
262. An accurate and efficient forecast framework for fine PM2.5 maps using spatiotemporal recurrent neural networks N. Liu et al. 10.1016/j.jclepro.2024.143624
263. Reconstructing 1-km-resolution high-quality PM2.5 data records from 2000 to 2018 in China: spatiotemporal variations and policy implications J. Wei et al. 10.1016/j.rse.2020.112136
264. Urban-rural differences in the association between long-term exposure to ambient particulate matter (PM) and malnutrition status among children under five years old: A cross-sectional study in China X. Li et al. 10.7189/jogh.13.04112
265. Tracking Air Pollution in China: Near Real-Time PM2.5 Retrievals from Multisource Data Fusion G. Geng et al. 10.1021/acs.est.1c01863
266. The impact of prolonged exposure to air pollution on the incidence of chronic non-communicable disease based on a cohort in Tianjin M. Yan et al. 10.1016/j.envres.2022.114251
267. Emission-Based Machine Learning Approach for Large-Scale Estimates of Black Carbon in China Y. Li et al. 10.3390/rs16050837
268. Trade-off efficiency: Linking urban socioecological quality with land use efficiency from return on investment perspective X. Dong et al. 10.1016/j.scs.2023.104968
269. Associations of long-term exposure to particulate matter with gallstone risks in Chinese adults: A large cross-sectional study C. Nie et al. 10.1016/j.ecoenv.2023.114644
270. Increased mortality risk from airborne exposure to polycyclic aromatic hydrocarbons Y. Zhang et al. 10.1016/j.jhazmat.2024.134714
271. Differences in urban–rural gradient and driving factors of PM2.5 concentration in the Zhengzhou Metropolitan Area L. Chen & L. Shi 10.1007/s11869-024-01564-9
272. Potential causal associations of long-term exposure to PM2.5 constituents and all-cause mortality: Evidence from the Pearl River Cohort study H. Cai et al. 10.1016/j.ecoenv.2025.117897
273. Environmental inequalities and multimorbidity: Insights from the Southwest China Multi-Ethnic Cohort Study Q. Zeng et al. 10.1016/j.scitotenv.2023.167744
274. Estimating causal links of long-term exposure to particulate matters with all-cause mortality in South China Y. Wang et al. 10.1016/j.envint.2022.107726
275. Associations between air pollutants and emergency ambulance dispatches for all-cause and nervous system disease in China Qingdao: a time-stratified case-crossover study Y. Yu et al. 10.1007/s10661-025-13955-1
276. Causal effect of PM1 on morbidity of cause-specific respiratory diseases based on a negative control exposure S. Lv et al. 10.1016/j.envres.2022.114746
277. Evaluation of gap-filling approaches in satellite-based daily PM2.5 prediction models Q. Xiao et al. 10.1016/j.atmosenv.2020.117921
278. Impact of green space exposure on blood pressure in Guangzhou, China: Mediation by air pollution, mental health, physical activity, and weight status M. Liu et al. 10.1016/j.envpol.2024.124251
279. Effect modifications of parents’ age at childbirth on association between ambient particulate matter and children obesity X. Li et al. 10.1186/s12889-024-20598-3
280. Multiscale and multisource data fusion for full-coverage PM2.5 concentration mapping: Can spatial pattern recognition come with modeling accuracy? K. Bai et al. 10.1016/j.isprsjprs.2021.12.002
281. Ambient particulate matter, a novel factor hindering life spans of HIV/AIDS patients: Evidence from a ten-year cohort study in Hubei, China F. Zhang et al. 10.1016/j.scitotenv.2023.162589
282. A Review of Ensemble Learning Algorithms Used in Remote Sensing Applications Y. Zhang et al. 10.3390/app12178654
283. Planning for green infrastructure based on integration of multi-driving factors: A case study in pilot site of sponge city X. Dong et al. 10.1016/j.scs.2023.104549
284. Improving Below‐Cloud Scavenging Coefficients of Sulfate, Nitrate, and Ammonium in PM2.5 and Implications for Numerical Simulation and Air Pollution Control L. Yao et al. 10.1029/2023JD039487
285. Uncertainty Analysis of Premature Death Estimation Under Various Open PM2.5 Datasets J. Liu et al. 10.3389/fenvs.2022.934281
286. The effects of heatwave on cognitive impairment among older adults: Exploring the combined effects of air pollution and green space W. Zhou et al. 10.1016/j.scitotenv.2023.166534
287. Estimation of particulate matter concentrations in Türkiye using a random forest model based on satellite AOD retrievals G. Tuna Tuygun & T. Elbir 10.1007/s00477-023-02459-4
288. Long-term exposure to reduced specific-size ambient particulate matter and progression of arterial stiffness among Chinese adults D. Li et al. 10.1016/j.jhazmat.2024.133482
289. Outdoor environmental exposome and the burden of tuberculosis: Findings from nearly two million adults in northwestern China J. Li et al. 10.1016/j.jhazmat.2023.132222
290. MERRA-2 PM2.5 mass concentration reconstruction in China mainland based on LightGBM machine learning J. Ma et al. 10.1016/j.scitotenv.2022.154363
291. LiDAR-Based Remote Sensing of the Vertical Profile of Aerosol Liquid Water Content Using a Machine-Learning Model T. Wu et al. 10.1109/TGRS.2021.3130204
292. Estimating PM2.5 concentration using the machine learning GA-SVM method to improve the land use regression model in Shaanxi, China P. Zhang et al. 10.1016/j.ecoenv.2021.112772
293. Associations between PM2.5, ambient heat exposure and congenital hydronephrosis in southeastern China Z. Huang et al. 10.3389/fpubh.2024.1389969
294. Extreme temperatures, PM2.5 and trajectories of impaired thyroid hormone sensitivity: A longitudinal study of patients with schizophrenia J. Liu et al. 10.1016/j.envint.2024.108961
295. Integration of Google Earth Engine and Aggregated Air Quality Index for Monitoring and Mapping the Spatio-Temporal Air Quality to Improve Environmental Sustainability in Arid Regions A. Mustafa et al. 10.3390/su17083450
296. Associations of long-term exposure to ambient air pollution and physical activity with insomnia in Chinese adults J. Xu et al. 10.1016/j.scitotenv.2021.148197
297. Establishment of aerosol optical depth dataset in the Sichuan Basin by the random forest approach M. Jiang et al. 10.1016/j.apr.2022.101394
298. Association of short‐term exposure to ambient air pollution with mortality from ischemic and hemorrhagic stroke R. Xu et al. 10.1111/ene.15343
299. Association of long-term air pollution exposure with the risk of prediabetes and diabetes: Systematic perspective from inflammatory mechanisms, glucose homeostasis pathway to preventive strategies Y. Mei et al. 10.1016/j.envres.2022.114472
300. Ambient particulate matter pollution of different sizes associated with recurrent stroke hospitalization in China: A cohort study of 1.07 million stroke patients M. Cai et al. 10.1016/j.scitotenv.2022.159104
301. Spatiotemporal variations and relationships of aerosol-radiation-ecosystem productivity over China during 2001–2014 W. Xue et al. 10.1016/j.scitotenv.2020.140324
302. Spatiotemporal assessment of PM2.5 concentrations and exposure in China from 2013 to 2017 using satellite-derived data Q. He et al. 10.1016/j.jclepro.2020.124965
303. Spatiotemporal changes in sunshine duration and its influential factors in Chongqing, China from 1961 to 2020 J. Li et al. 10.1007/s11629-023-8439-1
304. Air Pollution Increased the Demand for Gym Sports under COVID-19: Evidence from Beijing, China X. Dong et al. 10.3390/ijerph191912614
305. Greenness alleviates the effects of ambient particulate matter on the risks of high blood pressure in children and adolescents L. Chen et al. 10.1016/j.scitotenv.2021.152431
306. Association of Long-term Ambient Fine Particulate Matter (PM2.5) and Incident CKD: A Prospective Cohort Study in China J. Duan et al. 10.1053/j.ajkd.2022.03.009
307. Coupling analysis of ecological environment evaluation and urbanization using projection pursuit model in Xi'an, China X. Wu & Y. Zhang 10.1016/j.ecolind.2023.111078
308. Estimation of PM2.5 concentrations with high spatiotemporal resolution in Beijing using the ERA5 dataset and machine learning models Z. Wang et al. 10.1016/j.asr.2022.12.016
309. Transparency by Chinese cities reduces pollution violations and improves air quality M. Liu et al. 10.1073/pnas.2406761122
310. Identifying Surface Urban Heat Island Drivers and Their Spatial Heterogeneity in China’s 281 Cities: An Empirical Study Based on Multiscale Geographically Weighted Regression L. Niu et al. 10.3390/rs13214428
311. Research progress, challenges, and prospects of PM2.5 concentration estimation using satellite data S. Zhu et al. 10.1139/er-2022-0125
312. Full Coverage Estimation of the PM Concentration Across China Based on an Adaptive Spatiotemporal Approach C. Lei et al. 10.1109/TGRS.2022.3213797
313. Spatiotemporal continuous estimates of daily 1 km PM2.5 from 2000 to present under the Tracking Air Pollution in China (TAP) framework Q. Xiao et al. 10.5194/acp-22-13229-2022
314. Long-term mortality burden trends attributed to black carbon and PM2·5 from wildfire emissions across the continental USA from 2000 to 2020: a deep learning modelling study J. Wei et al. 10.1016/S2542-5196(23)00235-8
315. Fine-Grained Air Pollution Inference at Large-Scale Region Level via 3D Spatiotemporal Attention Super-Resolution Model C. Li et al. 10.3390/atmos16020166
316. Enhanced PM2.5 estimation across China: An AOD-independent two-stage approach incorporating improved spatiotemporal heterogeneity representations Q. Chen et al. 10.1016/j.jenvman.2024.122107
317. Mental health impacts of particulate matter exposure and non-optimal temperature among rural and urban children in eastern China Y. Wu et al. 10.1038/s44184-025-00132-y
318. Synergistic effects of urban forest on urban heat island-air pollution-carbon stock in mega-urban agglomeration R. Feng et al. 10.1016/j.ufug.2024.128590
319. Air Pollution Under Covid-19 Increases Gym Sports Travel Behaviour X. Dong et al. 10.2139/ssrn.4118255
320. Spatiotemporal occurrence and characteristics of microplastics in the urban road dust in a megacity, eastern China Y. Fan et al. 10.1016/j.jhazmat.2024.133733
321. Long-term exposure to major constituents of fine particulate matter and sleep disorders among children and adolescents: A population-based survey in Guangdong province, China Q. Zeng et al. 10.1016/j.jhazmat.2025.138254
322. Air Quality Improvement in China: Evidence from PM2.5 Concentrations in Five Urban Agglomerations, 2000–2021 C. Zhao et al. 10.3390/atmos13111839
323. Heat wave exposure and semen quality in sperm donation volunteers: A retrospective longitudinal study in south China X. Deng et al. 10.1016/j.envres.2023.116665
324. Estimating 2013–2019 NO2 exposure with high spatiotemporal resolution in China using an ensemble model C. Huang et al. 10.1016/j.envpol.2021.118285
325. Environmental regulation and synergistic effects of PM2.5 control in China X. Li et al. 10.1016/j.jclepro.2022.130438
326. Reconstruction of 0.05° all-sky daily maximum air temperature across Eurasia for 2003–2018 with multi-source satellite data and machine learning models M. Zheng et al. 10.1016/j.atmosres.2022.106398
327. Short-term ozone exposure on stroke mortality and mitigation by greenness in rural and urban areas of Shandong Province, China K. Zhao et al. 10.1186/s12889-024-20454-4
328. Validation and Calibration of CAMS PM2.5 Forecasts Using In Situ PM2.5 Measurements in China and United States C. Wu et al. 10.3390/rs12223813
329. Predicting spatiotemporal variations of PM2.5 concentrations during spring festival for county-level cities in China using VIIRS-DNB data N. Erkin et al. 10.1016/j.atmosenv.2022.119484
330. Short-term air pollution exposure associated with death from kidney diseases: a nationwide time-stratified case-crossover study in China from 2015 to 2019 M. Cai et al. 10.1186/s12916-023-02734-9
331. The rationality of PM2.5 monitoring sites’ locations based on exposure level across eastern China C. Yan et al. 10.1088/2515-7620/ac4641
332. Estimation of hourly one square kilometer fine particulate matter concentration over Thailand using aerosol optical depth P. Punpukdee et al. 10.3389/fenvs.2023.1303152
333. The Urban–Rural Heterogeneity of Air Pollution in 35 Metropolitan Regions across China W. Han et al. 10.3390/rs12142320
334. Association between ambient temperature exposure and pregnancy outcomes in patients undergoing in vitro fertilization in Shanghai, China: a retrospective cohort study L. Geng et al. 10.1093/humrep/dead192
335. Robust projected principal component analysis for large-dimensional semiparametric factor modeling S. Yang & N. Ling 10.1016/j.jmva.2023.105155
336. Estimating daily ground-level NO2 concentrations over China based on TROPOMI observations and machine learning approach S. Long et al. 10.1016/j.atmosenv.2022.119310
337. Estimating daily high-resolution PM2.5 concentrations over Texas: Machine Learning approach M. Ghahremanloo et al. 10.1016/j.atmosenv.2021.118209
338. Long-term exposure to ambient air pollution and serum liver enzymes in older adults: A population-based longitudinal study Y. Li et al. 10.1016/j.annepidem.2022.05.011
339. Systematic Evaluation of Four Satellite AOD Datasets for Estimating PM2.5 Using a Random Forest Approach J. Handschuh et al. 10.3390/rs15082064
340. Mapping PM2.5 concentration from the top-of-atmosphere reflectance of Himawari-8 via an ensemble stacking model X. Chen et al. 10.1016/j.atmosenv.2024.120560
341. Changes in Air Pollution Following the COVID-19 Epidemic in Northern China: The Role of Meteorology T. Xian et al. 10.3389/fenvs.2021.654651
342. Analysis of the spatial and temporal evolution pattern of PM2.5 and its influencing factors on the Loess Plateau C. Zhang et al. 10.1016/j.atmosres.2025.108108
343. Analysis of severe ozone–related human health and weather influence over China in 2019 based on a high-resolution dataset B. Liu et al. 10.1007/s11356-023-30178-4
344. Surface Brightening in Eastern and Central China Since the Implementation of the Clean Air Action in 2013: Causes and Implications H. Shi et al. 10.1029/2020GL091105
345. Ground PM2.5 prediction using imputed MAIAC AOD with uncertainty quantification Q. Pu & E. Yoo 10.1016/j.envpol.2021.116574
346. Enhancing Global Estimation of Fine Particulate Matter Concentrations by Including Geophysical a Priori Information in Deep Learning S. Shen et al. 10.1021/acsestair.3c00054
347. Ozone, nitrogen dioxide, and PM2.5 estimation from observation-model machine learning fusion over S. Korea: Influence of observation density, chemical transport model resolution, and geostationary remotely sensed AOD B. Tang et al. 10.1016/j.atmosenv.2024.120603
348. Assessing the Impact of Urbanization and Eco-Environmental Quality on Regional Carbon Storage: A Multiscale Spatio-Temporal Analysis Framework L. Niu et al. 10.3390/rs14164007
349. Residential greenness associated with decreased risk of metabolic- dysfunction-associated fatty liver disease: Evidence from a large population-based epidemiological study L. Chen et al. 10.1016/j.ecoenv.2022.114338
350. Season, not lockdown, improved air quality during COVID-19 State of Emergency in Nigeria T. Etchie et al. 10.1016/j.scitotenv.2021.145187
351. Light at night and cause-specific mortality risk in Mainland China: a nationwide observational study Y. Lu et al. 10.1186/s12916-023-02822-w
352. A model framework to reduce bias in ground-level PM2.5 concentrations inferred from satellite-retrieved AOD F. Yao & P. Palmer 10.1016/j.atmosenv.2021.118217
353. Full-Coverage PM2.5 Mapping and Variation Assessment during the Three-Year Blue-Sky Action Plan Based on a Daily Adaptive Modeling Approach W. He et al. 10.3390/rs14153571
354. Association Between Ambient Air Pollutants Exposure and Preterm Birth in Women Who Underwent in vitro Fertilization: A Retrospective Cohort Study From Hangzhou, China W. Shi et al. 10.3389/fmed.2021.785600
355. Spatiotemporal Patterns of Air Pollutants over the Epidemic Course: A National Study in China K. Qin et al. 10.3390/rs16071298
356. Social vulnerability assessment for air pollution in China Q. Cai et al. 10.1016/j.eiar.2025.107925
357. Identifying the critical windows and joint effects of greenness and particulate matter exposures for preterm birth: a retrospective study across Guangdong Province in China from 2014 to 2018 Z. Liang et al. 10.1186/s12889-025-22890-2
358. An Efficient and Accurate Model Coupled With Spatiotemporal Kalman Filter and Linear Mixed Effect for Hourly PM2.5 Mapping N. Liu et al. 10.1109/TGRS.2023.3324393
359. Associations of Early-Life Exposure to Submicron Particulate Matter With Childhood Asthma and Wheeze in China C. Wu et al. 10.1001/jamanetworkopen.2022.36003
360. Coordinating public and government responses to air pollution exposure: A multi-source data fusion approach Y. Ou et al. 10.1016/j.jenvman.2024.123024
361. Mapping multi-omics characteristics related to short-term PM2.5 trajectory and their impact on type 2 diabetes in middle-aged and elderly adults in Southern China J. Wang et al. 10.1016/j.jhazmat.2024.133784
362. Estimating particulate matter concentrations and meteorological contributions in China during 2000–2020 S. Wang et al. 10.1016/j.chemosphere.2023.138742
363. Full-coverage 1 km daily ambient PM2.5 and O3 concentrations of China in 2005–2017 based on a multi-variable random forest model R. Ma et al. 10.5194/essd-14-943-2022
364. Association of the components of ambient fine particulate matter (PM2.5) and chronic kidney disease prevalence in China X. Zhang et al. 10.1016/j.jenvman.2023.117885
365. Early-life exposure to submicron particulate air pollution in relation to asthma development in Chinese preschool children Y. Zhang et al. 10.1016/j.jaci.2021.02.030
366. Present-Day PM2.5 over Asia: Simulation and Uncertainty in CMIP6 ESMs X. Su et al. 10.1007/s13351-022-1202-7
367. Evaluation of the Spatiotemporal Change of Ecological Quality under the Context of Urban Expansion—A Case Study of Typical Urban Agglomerations in China Y. Guo et al. 10.3390/rs16010045
368. Evaluation of Particulate Matter 2.5 Pollution Prevention and Control Effectiveness around Coal-fired Power Plants in Jiangsu Province, China based on Remote Sensing Data B. Yin et al. 10.1051/e3sconf/202456603001
369. Trends in secondary inorganic aerosol pollution in China and its responses to emission controls of precursors in wintertime F. Meng et al. 10.5194/acp-22-6291-2022
370. Risk of illness-related school absenteeism for elementary students with exposure to PM2.5 and O3 T. Zhang et al. 10.1016/j.scitotenv.2022.156824
371. Global and Regional Variations and Main Drivers of Aerosol Loadings over Land during 1980–2018 J. Sun et al. 10.3390/rs14040859
372. Assessing the Impact of Straw Burning on PM2.5 Using Explainable Machine Learning: A Case Study in Heilongjiang Province, China Z. Xu et al. 10.3390/su16177315
373. How Important Is Satellite-Retrieved Aerosol Optical Depth in Deriving Surface PM2.5 Using Machine Learning? Z. Tian et al. 10.3390/rs15153780
374. Application of multi-angle spaceborne observations in characterizing the long-term particulate organic carbon pollution in China Y. Hang et al. 10.1016/j.scitotenv.2024.177883
375. The Ground-Level Particulate Matter Concentration Estimation Based on the New Generation of FengYun Geostationary Meteorological Satellite L. Tian et al. 10.3390/rs15051459
376. A Spatial Neighborhood Deep Neural Network Model for PM2.5 Estimation Across China D. Chen et al. 10.1109/TGRS.2023.3317905
377. Estimating 1-km PM2.5 concentrations based on a novel spatiotemporal parallel network STMSPNet in the Beijing-Tianjin-Hebei region Q. Zeng et al. 10.1016/j.atmosenv.2024.120796
378. Association of residential greenness with obstructive sleep apnea among Chinese old adults and the mediation role of PM2.5 and leisure-time physical activity X. Duan et al. 10.1016/j.scitotenv.2024.170120
379. Association of Fine Particulate Matter and Residential Greenness With Risk of Pulmonary Tuberculosis Retreatment: Population-Based Retrospective Study T. Guo et al. 10.2196/50244
380. The Association Between Ambient Particulate Matter Exposure and Anemia in HIV/AIDS Patients W. Liang et al. 10.1097/EDE.0000000000001825
381. The associations between residential greenness and allergic diseases in Chinese toddlers: A birth cohort study L. Lin et al. 10.1016/j.envres.2022.114003
382. An interpretable self-adaptive deep neural network for estimating daily spatially-continuous PM2.5 concentrations across China B. Chen et al. 10.1016/j.scitotenv.2020.144724
383. High‐Resolution Mapping of Regional NMVOCs Using the Fast Space‐Time Light Gradient Boosting Machine (LightGBM) B. Lu et al. 10.1029/2023JD039591
384. Synergistic air pollution exposure elevates depression risk: A cohort study Y. Hao et al. 10.1016/j.ese.2024.100515
385. Evaluating the health impact of air pollution control strategies and synergies among PM2.5 and O3 pollution in Beijing-Tianjin-Hebei region, China Z. Shao et al. 10.1016/j.envres.2025.121348
386. Provincial localization framework for SDGs in China: Enhancing support for sustainable governance W. Song et al. 10.1016/j.apgeog.2024.103505
387. Estimation of PM2.5 Mass Concentrations in Beijing–Tianjin–Hebei Region Based on Geographically Weighted Regression and Spatial Downscaling Method L. Zhang & J. Pan 10.1007/s12524-020-01193-6
388. Coupling eco-environmental quality and ecosystem services to delineate priority ecological reserves—A case study in the Yellow River Basin Y. Xu et al. 10.1016/j.jenvman.2024.121645
389. Assessment of urban population health resilience guided by cardiovascular and cerebrovascular diseases: A case study of Henan Province S. Liu et al. 10.1016/j.eiar.2023.107248
390. Machine learning-based estimation of ground-level NO2 concentrations over China Y. Chi et al. 10.1016/j.scitotenv.2021.150721
391. Potential impact of ambient temperature on maternal blood pressure and hypertensive disorders of pregnancy: A nationwide multicenter study based on the China birth cohort Y. Sun et al. 10.1016/j.envres.2023.115733
392. MODIS Collection 6.1 3 km resolution aerosol optical depth product: global evaluation and uncertainty analysis J. Wei et al. 10.1016/j.atmosenv.2020.117768
393. Handling Missing Data in Large-Scale MODIS AOD Products Using a Two-Step Model Y. Chi et al. 10.3390/rs12223786
394. Association Between Long-Term Exposure to Environmental Fine Particulate Matter and the Prevalence of Thyroid Disorders: A National Cross-Sectional Study in China K. Yang et al. 10.1089/thy.2024.0286
395. Impact of PM2.5 Concentration on Winter Light Rain in North China N. Xiong et al. 10.1051/e3sconf/202562802010
396. Short-term effects of ambient oxidation, and its interaction with fine particles on first-ever stroke: A national case-crossover study in China D. Jiang et al. 10.1016/j.scitotenv.2023.168017
397. Effect of neighbourhood greenness on the association between air pollution and risk of stroke first onset: A case-crossover study in shandong province, China C. Liu et al. 10.1016/j.ijheh.2023.114262
398. Relationship of long-term exposure to air pollutant mixture with metabolic-associated fatty liver disease and subtypes: A retrospective cohort study of the employed population of Southwest China C. Feng et al. 10.1016/j.envint.2024.108734
399. Satellite-based ground PM2.5 estimation using a gradient boosting decision tree T. Zhang et al. 10.1016/j.chemosphere.2020.128801
400. Evaluating and optimizing PM2.5 stations in Yangtze River Delta from a spatial representativeness perspective H. Bai et al. 10.1016/j.apgeog.2023.102949
401. Lower risk of atrial fibrillation associated with visible greenness within community life circle: Findings from a population-based study Y. Yao et al. 10.1016/j.ecoenv.2025.118106
402. The capacity of human interventions to regulate PM2.5 concentration has substantially improved in China J. Meng et al. 10.1016/j.envint.2025.109251
403. Improving Fractional Snow Cover Retrieval From Passive Microwave Data Using a Radiative Transfer Model and Machine Learning Method X. Xiao et al. 10.1109/TGRS.2021.3128524
404. Capturing synoptic-scale variations in surface aerosol pollution using deep learning with meteorological data J. Feng et al. 10.5194/acp-23-375-2023
405. Association between long-term exposure to PM2.5 and thyroid nodules in school-aged children and adolescents: a cross-sectional study in Eastern China M. Liu et al. 10.1186/s12940-025-01172-9
406. Air pollution exposure disparities across age groups in Beijing-Tianjin-Hebei region from 2010 to 2020 L. Wang et al. 10.1016/j.envpol.2024.125621
407. Assessing drivers of coordinated control of ozone and fine particulate pollution: Evidence from Yangtze River Delta in China H. Lin et al. 10.1016/j.eiar.2022.106840
408. Spatiotemporal imputation of missing aerosol optical depth using hybrid machine learning with downscaling A. Tuheti et al. 10.1016/j.atmosenv.2024.120989
409. Machine Learning-Based Approach Using Open Data to Estimate PM2.5 over Europe S. Ibrahim et al. 10.3390/rs14143392
410. The challenges of high-quality development in Chinese secondary cities: A typological exploration Y. Du et al. 10.1016/j.scs.2024.105266
411. 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
412. Association of Long-Term Exposure to Ambient Air Pollution With the Risk of Acute Primary Angle Closure N. Wu et al. 10.1167/tvst.13.3.7
413. Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001–2021 T. Lu et al. 10.3390/rs16122048
414. Effect of urban form on PM2.5 concentrations in urban agglomerations of China: Insights from different urbanization levels and seasons G. Gao et al. 10.1016/j.jenvman.2022.116953
415. The short-term effects of individual and mixed ambient air pollutants on suicide mortality: A case-crossover study X. Lian et al. 10.1016/j.jhazmat.2024.134505
416. Regional Ecological Security Assessment Based on the Pressure–State–Response Framework: The Demonstration Zone of Yangtze River Delta as an Example E. Ren et al. 10.3390/land13010096
417. Identifying Population Hollowing Out Regions and Their Dynamic Characteristics across Central China B. Guo et al. 10.3390/su14169815
418. PM2.5 concentration estimation with 1-km resolution at high coverage over urban agglomerations in China using the BPNN-KED approach and potential application Y. Huang et al. 10.1016/j.atmosres.2021.105628
419. Cause-specific cardiovascular disease mortality attributable to ambient temperature: A time-stratified case-crossover study in Jiangsu province, China R. Xu et al. 10.1016/j.ecoenv.2022.113498
420. Using an Exposome-Wide Approach to Explore the Impact of Urban Environments on Blood Pressure among Adults in Beijing–Tianjin–Hebei and Surrounding Areas of China J. Song et al. 10.1021/acs.est.1c08327
421. Individual and joint exposure to air pollutants and patterns of multiple chronic conditions W. Dai et al. 10.1038/s41598-024-73485-7
422. Refining aerosol optical depth retrievals over land by constructing the relationship of spectral surface reflectances through deep learning: Application to Himawari-8 T. Su et al. 10.1016/j.rse.2020.112093
423. Unveiling dynamic change, driving factors and recommended practices in sustainable development of county-scale within Qinghai province, China T. Ma et al. 10.1007/s10668-024-05569-3
424. Assessment of Human Settlement Quality Based on the Population Exposure Risk to PM2.5 Pollution in the Mid-Spine Belt of Beautiful China Q. Yang et al. 10.3390/su151914648
425. Tracking hourly PM2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning Z. Wang et al. 10.1016/j.jag.2024.104145
426. Association of residential land cover and wheezing among children and adolescents: A cross-sectional study in five provinces of China Q. Sun et al. 10.1016/j.envpol.2023.123191
427. Estimation of the PM2.5 and PM10 Mass Concentration over Land from FY-4A Aerosol Optical Depth Data Y. Sun et al. 10.3390/rs13214276
428. The association of residential greenness and ambient particulate matter with hearing impairment in Chinese middle-aged and elderly adults: a nationwide cohort study J. Yan et al. 10.1007/s40520-025-03002-x
429. Mapping Seasonal High-Resolution PM2.5 Concentrations with Spatiotemporal Bagged-Tree Model across China J. He et al. 10.3390/ijgi10100676
430. Green space, air pollution and gestational diabetes mellitus: A retrospective cohort study in central China Z. Yu et al. 10.1016/j.ecoenv.2022.114457