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Separating Daily 1 km PM2.5 Inorganic Chemical Composition in China since 2000 via Deep Learning Integrating Ground, Satellite, and Model Data
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/2017gl075710openalex-snapshot
Estimating Ground‐Level PM 2.5 by Fusing Satellite and Station Observations: A Geo‐Intelligent Deep Learning Approach
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Potential impact of shifting coal to gas and electricity for building sectors in 28 major northern cities of China
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A hybrid prediction model for PM2.5 mass and components using a chemical transport model and land use regression
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Real-time chemical characterization of atmospheric particulate matter in China: A review
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Estimating PM2.5 speciation concentrations using prototype 4.4 km-resolution MISR aerosol properties over Southern California
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Impacts of COVID-19 on air quality in mid-eastern China: An insight into meteorology and emissions
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Source specific PM2.5 associated with heart rate variability in the elderly with coronary heart disease: A community-based panel study
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Clean heating and heating poverty: A perspective based on cost-benefit analysis
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Acute effects of fine particulate matter constituents on mortality: A systematic review and meta-regression analysis
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The ChinaHighPM10 dataset: generation, validation, and spatiotemporal variations from 2015 to 2019 across China
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Decoupling environmental impact from economic growth to achieve Sustainable Development Goals in China
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Full-coverage mapping and spatiotemporal variations of ground-level ozone (O3) pollution from 2013 to 2020 across China
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Clean heating during winter season in Northern China: A review
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Haze, public health and mitigation measures in China: A review of the current evidence for further policy response
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RETRACTED: Abundance and origin of fine particulate chloride in continental China
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Accelerated reduction of air pollutants in China, 2017-2020
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Mortality as a function of dust-haze in China: a multi-city time-series study
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Global burden of 87 risk factors in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019
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Effects of Anthropogenic Chlorine on PM2.5 and Ozone Air Quality in China
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Sulfate Formation Apportionment during Winter Haze Events in North China
inferredcites →https://doi.org/10.1021/acs.est.2c03834openalex-snapshot
Ground-Level NO 2 Surveillance from Space Across China for High Resolution Using Interpretable Spatiotemporally Weighted Artificial Intelligence
inferredcites →https://doi.org/10.1021/acs.est.2c06510openalex-snapshot
Tracking Daily Concentrations of PM2.5 Chemical Composition in China since 2000
inferredcites →https://doi.org/10.1021/acs.est.7b02530openalex-snapshot
Trends in Chemical Composition of Global and Regional Population-Weighted Fine Particulate Matter Estimated for 25 Years
inferredcites →https://doi.org/10.1021/acs.est.7b05030openalex-snapshot
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inferredcites →https://doi.org/10.1021/acs.est.8b01658openalex-snapshot
Global Sources of Fine Particulate Matter: Interpretation of PM2.5 Chemical Composition Observed by SPARTAN using a Global Chemical Transport Model
inferredcites →https://doi.org/10.1021/acs.est.8b06392openalex-snapshot
Regional Estimates of Chemical Composition of Fine Particulate Matter Using a Combined Geoscience-Statistical Method with Information from Satellites, Models, and Monitors
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Persistent Heavy Winter Nitrate Pollution Driven by Increased Photochemical Oxidants in Northern China
inferredcites →https://doi.org/10.1021/es060379aopenalex-snapshot
Ammonia Emission Controls as a Cost-Effective Strategy for Reducing Atmospheric Particulate Matter in the Eastern United States
inferredcites →https://doi.org/10.1021/es502965bopenalex-snapshot
Global Chemical Composition of Ambient Fine Particulate Matter for Exposure Assessment
inferredcites →https://doi.org/10.1029/2006jd007592openalex-snapshot
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inferredcites →https://doi.org/10.1029/2011jd017122openalex-snapshot
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inferredcites →https://doi.org/10.1029/2019gl085442openalex-snapshot
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inferredcites →https://doi.org/10.1029/2020gl088070openalex-snapshot
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inferredcites →https://doi.org/10.1029/2020gl090041openalex-snapshot
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inferredcites →https://doi.org/10.1038/jes.2016.29openalex-snapshot
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inferredcites →https://doi.org/10.1038/nature13774openalex-snapshot
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inferredcites →https://doi.org/10.1038/s41467-021-24943-7openalex-snapshot
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inferredcites →https://doi.org/10.1038/s41561-020-00677-xopenalex-snapshot
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inferredcites →https://doi.org/10.1038/s41561-021-00726-zopenalex-snapshot
Control of particulate nitrate air pollution in China
inferredcites →https://doi.org/10.1038/s41561-022-01122-xopenalex-snapshot
Increased night-time oxidation over China despite widespread decrease across the globe
inferredcites →https://doi.org/10.1038/srep35992openalex-snapshot
Modeling analysis of secondary inorganic aerosols over China: pollution characteristics, and meteorological and dust impacts
inferredcites →https://doi.org/10.1073/pnas.1812881116openalex-snapshot
Impacts of climate change on future air quality and human health in China
inferredcites →https://doi.org/10.1073/pnas.1900125116openalex-snapshot
Severe haze in northern China: A synergy of anthropogenic emissions and atmospheric processes
inferredcites →https://doi.org/10.1073/pnas.1907956116openalex-snapshot
Drivers of improved PM 2.5 air quality in China from 2013 to 2017
inferredcites →https://doi.org/10.1073/pnas.2007513117openalex-snapshot
Natural gas shortages during the “coal-to-gas” transition in China have caused a large redistribution of air pollution in winter 2017
inferredcites →https://doi.org/10.1073/pnas.2015797118openalex-snapshot
Ozone pollution in the North China Plain spreading into the late-winter haze season
inferredcites →https://doi.org/10.1093/nsr/nwaa137openalex-snapshot
Enhanced secondary pollution offset reduction of primary emissions during COVID-19 lockdown in China
inferredcites →https://doi.org/10.1093/nsr/nwaa304openalex-snapshot
An unexpected large continental source of reactive bromine and chlorine with significant impact on wintertime air quality
inferredcites →https://doi.org/10.1093/nsr/nwx129openalex-snapshot
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inferredcites →https://doi.org/10.1126/sciadv.abg7670openalex-snapshot
Effects of COVID-19 lockdowns on fine particulate matter concentrations
inferredcites →https://doi.org/10.1136/thoraxjnl-2020-216819openalex-snapshot
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inferredcites →https://doi.org/10.1161/hypertensionaha.121.17205openalex-snapshot
Dietary Pattern and Long-Term Effects of Particulate Matter on Blood Pressure: A Large Cross-Sectional Study in Chinese Adults
inferredcites →https://doi.org/10.1186/1476-069x-6-23openalex-snapshot
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inferredcites →https://doi.org/10.1289/ehp.1206010openalex-snapshot
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inferredcites →https://doi.org/10.1289/ehp.1409277openalex-snapshot
Critical Review of Health Impacts of Wildfire Smoke Exposure
inferredcites →https://doi.org/10.3389/fenvs.2021.654651openalex-snapshot
Changes in Air Pollution Following the COVID-19 Epidemic in Northern China: The Role of Meteorology
inferredcites →https://doi.org/10.3390/en14248431openalex-snapshot
Policy Implications of the Clean Heating Transition: A Case Study of Shanxi
inferredcites →https://doi.org/10.3390/rs9080817openalex-snapshot
Estimation of Satellite-Based SO42− and NH4+ Composition of Ambient Fine Particulate Matter over China Using Chemical Transport Model
inferredcites →https://doi.org/10.5194/acp-11-5207-2011openalex-snapshot
Characteristics of PM 2.5 speciation in representative megacities and across China
inferredcites →https://doi.org/10.5194/acp-13-2635-2013openalex-snapshot
Sulfate-nitrate-ammonium aerosols over China: response to 2000–2015 emission changes of sulfur dioxide, nitrogen oxides, and ammonia
inferredcites →https://doi.org/10.5194/acp-15-10149-2015openalex-snapshot
Long-term real-time measurements of aerosol particle composition in Beijing, China: seasonal variations, meteorological effects, and source analysis
inferredcites →https://doi.org/10.5194/acp-16-13309-2016openalex-snapshot
The climatology of planetary boundary layer height in China derived from radiosonde and reanalysis data
inferredcites →https://doi.org/10.5194/acp-17-9187-2017openalex-snapshot
Chemical composition of ambient PM 2. 5 over China and relationship to precursor emissions during 2005–2012
inferredcites →https://doi.org/10.5194/acp-18-14095-2018openalex-snapshot
Trends in China's anthropogenic emissions since 2010 as the consequence of clean air actions
inferredcites →https://doi.org/10.5194/acp-18-339-2018openalex-snapshot
Agricultural ammonia emissions in China: reconciling bottom-up and top-down estimates
inferredcites →https://doi.org/10.5194/acp-18-8849-2018openalex-snapshot
Characteristics of PM 2.5 mass concentrations and chemical species in urban and background areas of China: emerging results from the CARE-China network
inferredcites →https://doi.org/10.5194/acp-19-11031-2019openalex-snapshot
Fine particulate matter (PM 2.5 ) trends in China, 2013–2018: separating contributions from anthropogenic emissions and meteorology
inferredcites →https://doi.org/10.5194/acp-19-3515-2019openalex-snapshot
The CAMS reanalysis of atmospheric composition
inferredcites →https://doi.org/10.5194/acp-20-12265-2020openalex-snapshot
Model bias in simulating major chemical components of PM 2.5 in China
inferredcites →https://doi.org/10.5194/acp-20-3273-2020openalex-snapshot
Improved 1 km resolution PM 2.5 estimates across China using enhanced space–time extremely randomized trees
inferredcites →https://doi.org/10.5194/acp-21-16219-2021openalex-snapshot
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inferredcites →https://doi.org/10.5194/acp-21-17079-2021openalex-snapshot
Investigation of near-global daytime boundary layer height using high-resolution radiosondes: first results and comparison with ERA5, MERRA-2, JRA-55, and NCEP-2 reanalyses
inferredcites →https://doi.org/10.5194/acp-21-2229-2021openalex-snapshot
Insights into particulate matter pollution in the North China Plain during wintertime: local contribution or regional transport?
inferredcites →https://doi.org/10.5194/acp-21-915-2021openalex-snapshot
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inferredcites →https://doi.org/10.5194/acp-22-6291-2022openalex-snapshot
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inferredcites →https://doi.org/10.5194/acp-22-7131-2022openalex-snapshot
Fast climate responses to emission reductions in aerosol and ozone precursors in China during 2013–2017
inferredcites →https://doi.org/10.5194/acp-22-9099-2022openalex-snapshot
Estimation of surface ammonia concentrations and emissions in China from the polar-orbiting Infrared Atmospheric Sounding Interferometer and the FY-4A Geostationary Interferometric Infrared Sounder
inferredcites →https://doi.org/10.5194/acp-23-1511-2023openalex-snapshot
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inferredcites →https://doi.org/10.5194/acp-23-4271-2023openalex-snapshot
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inferredcites →https://doi.org/10.5194/amt-11-5741-2018openalex-snapshot
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inferredcites →https://doi.org/10.5194/essd-13-2895-2021openalex-snapshot
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inferredcites →https://doi.org/10.5194/essd-13-4349-2021openalex-snapshot
ERA5-Land: a state-of-the-art global reanalysis dataset for land applications
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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inferred← citeshttps://doi.org/10.1007/978-3-031-56359-1_3openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s00376-024-4046-5openalex-snapshot
High-resolution Simulation Dataset of Hourly PM2.5 Chemical Composition in China (CAQRA-aerosol) from 2013 to 2020
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inferred← citeshttps://doi.org/10.1016/j.envres.2024.120104openalex-snapshot
Anti-inflammatory diet mitigate cardiovascular risks due to particulate matter exposure in women during pregnancy: A perspective cohort study from China
inferred← citeshttps://doi.org/10.1016/j.envres.2025.121641openalex-snapshot
Long-term effects of PM2.5 constituents on childhood attention deficit hyperactivity disorder: evidence from a large population-based study in the Pearl River Delta Region, China
inferred← citeshttps://doi.org/10.1016/j.envres.2025.122947openalex-snapshot
Associations between PM2.5 components, temperature, and semen quality: Insights from seminal plasma metabolome
inferred← citeshttps://doi.org/10.1016/j.envres.2025.123274openalex-snapshot
Maternal exposure to indoor and outdoor air pollution during pregnancy increases offspring risk of autism spectrum disorder
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.128406openalex-snapshot
An exploration of deep learning for decision making: Methods, applications, and challenges
inferred← citeshttps://doi.org/10.1016/j.ijheh.2024.114474openalex-snapshot
Association of specific PM2.5 chemical constituents and ozone exposure with pregnancy outcomes in women undergoing assisted reproductive technology treatment in central China
inferred← citeshttps://doi.org/10.1016/j.ijheh.2025.114625openalex-snapshot
Additive interaction of maternal early pregnancy exposure to particulate matter and residential greenness on congenital heart disease in the Offspring: Mediation of DNA methylation in placental tissue
inferred← citeshttps://doi.org/10.1016/j.ijheh.2025.114648openalex-snapshot
Air pollution and maternal vitamin D Status: Critical time window identification and ultraviolet radiation-mediated pathways
inferred← citeshttps://doi.org/10.1016/j.jacc.2026.04.040openalex-snapshot
Associations Between PM2.5 Components and Cardiovascular Diseases
inferred← citeshttps://doi.org/10.1016/j.jes.2024.12.016openalex-snapshot
An hourly and localized optimization method for soil fugitive dust emission inventory based on machine learning
inferred← citeshttps://doi.org/10.1016/j.jes.2026.105756openalex-snapshot
Mitigation pathways for ammonia and non-CO2 greenhouse gas emissions in China’s livestock sector to achieve synergistic air quality–climate benefits
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2023.132236openalex-snapshot
The effect of multiple factors on water-soluble inorganic ions in diesel particulate matter emissions
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2023.133313openalex-snapshot
Ambient fine particulate matter constituents and semen quality among adult men in China
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2024.134161openalex-snapshot
Long-term exposure to major constituents of fine particulate matter and neurodegenerative diseases: A population-based survey in the Pearl River Delta Region, China
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2024.134714openalex-snapshot
Increased mortality risk from airborne exposure to polycyclic aromatic hydrocarbons
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2025.137948openalex-snapshot
Ambient polycyclic aromatic hydrocarbons and cardiovascular disease in China
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2025.138206openalex-snapshot
Deep transfer learning for spatiotemporal mapping of PM2.5 nitrate across China: Addressing small data challenges in environmental machine learning
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2025.138254openalex-snapshot
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
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2025.138377openalex-snapshot
Ambient PM2.5 exposure, physical activity, and cardiovascular dysfunction: Analysis of CHARLS data and experimental study in mice
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2025.138747openalex-snapshot
Prenatal exposure to PM2.5 constituents and newborn leukocyte telomere length in a prospective study: Windows of susceptibility and modification by maternal folic acid supplementation
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2025.139096openalex-snapshot
Causal links between long-term exposure to the chemical constituents of PM2.5 and lung cancer mortality in southern China
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2025.139098openalex-snapshot
Fine particulate matter and its chemical constituents on oocyte quality in controlled ovarian hyperstimulation cycles: A prospective cohort study in China
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2025.139166openalex-snapshot
Bridging temporal gaps: AI-based temporal downscaling of biweekly NH3 to daily scale with spatial transferability
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2026.141458openalex-snapshot
Prenatal exposure to fine particulate matter and its components is associated with neonatal amino acids and acylcarnitines
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2026.142906openalex-snapshot
PM2.5 chemical constituents and chronic obstructive pulmonary disease mortality risk: The Pearl River Cohort study
inferred← citeshttps://doi.org/10.1016/j.jhazmat.2026.143759openalex-snapshot
Long-term exposure to fine particulate matter constituents and lung cancer risk in Chinese never-smokers
inferred← citeshttps://doi.org/10.1016/j.lanwpc.2024.101222openalex-snapshot
Association of long-term exposure to ozone with cardiovascular mortality and its metabolic mediators: evidence from a nationwide, population-based, prospective cohort study
inferred← citeshttps://doi.org/10.1016/j.lanwpc.2026.101829openalex-snapshot
Associations between non-optimum temperatures and cardiovascular hospital admissions and effect modification by ambient particulate air pollution: a two-stage time-series study in China
inferred← citeshttps://doi.org/10.1016/j.numecd.2026.104573openalex-snapshot
Effects of long-term time-weighted fine particulate matter components and ozone exposure on incident cardiovascular disease and the mediating roles of metabolic risk factors
inferred← citeshttps://doi.org/10.1016/j.rmed.2026.108684openalex-snapshot
Based on the historical data of lung cancer in China and the analysis of its related influencing factors
inferred← citeshttps://doi.org/10.1016/j.rse.2024.114482openalex-snapshot
First retrieval of 24-hourly 1-km-resolution gapless surface ozone (O3) from space in China using artificial intelligence: Diurnal variations and implications for air quality and phytotoxicity
inferred← citeshttps://doi.org/10.1016/j.rse.2026.115685openalex-snapshot
Optically consistent multi-parameter aerosol retrieval from dual-satellite polarimetric observations enabled by physics-guided deep learning
inferred← citeshttps://doi.org/10.1016/j.scib.2024.03.028openalex-snapshot
Long-term PM1 exposure and hypertension hospitalization: A causal inference study on a large community-based cohort in South China
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2023.167847openalex-snapshot
Drivers and impacts of decreasing concentrations of atmospheric volatile organic compounds (VOCs) in Beijing during 2016–2020
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2023.168287openalex-snapshot
Association of ambient air pollution and pregnancy rate among women undergoing assisted reproduction technology in Fujian, China: A retrospective cohort study
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2023.169801openalex-snapshot
Spatiotemporally continuous PM2.5 dataset in the Mekong River Basin from 2015 to 2022 using a stacking model
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2024.176991openalex-snapshot
Critical windows for exposure to chemical composition of ambient particulate matter and human semen quality decline
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2024.177388openalex-snapshot
Refined source apportionment of nitrate aerosols based on isotopes and emission inventories in coastal city of northern China
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2024.177883openalex-snapshot
Application of multi-angle spaceborne observations in characterizing the long-term particulate organic carbon pollution in China
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2024.177919openalex-snapshot
Associations of ambient air pollutants with pregnancy outcomes in women undergoing assisted reproductive technology and the mediating role of ovarian reserve: A longitudinal study in eastern China
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2024.178219openalex-snapshot
Effects of PM2.5 components on hypertension and diabetes: Assessing the mitigating influence of green spaces
inferred← citeshttps://doi.org/10.1016/j.scs.2025.106293openalex-snapshot
Individual and mixed associations between fine particulate matter components and hospital admissions for hypertension: Insights from a large-scale South Chinese cohort study
inferred← citeshttps://doi.org/10.1016/j.sleep.2024.07.007openalex-snapshot
Association of long-term exposure to PM2.5 and its chemical components with the reduced quality of sleep
inferred← citeshttps://doi.org/10.1016/j.uclim.2026.102954openalex-snapshot
Mechanisms of ozone formation in heavily polluted cities using interpretable machine learning
inferred← citeshttps://doi.org/10.1016/j.xinn.2024.100691openalex-snapshot
Artificial intelligence for geoscience: Progress, challenges, and perspectives
inferred← citeshttps://doi.org/10.1016/s2542-5196(23)00235-8openalex-snapshot
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
inferred← citeshttps://doi.org/10.1016/s2542-5196(25)00094-4openalex-snapshot
Estimates of submicron particulate matter (PM1) concentrations for 1998–2022 across the contiguous USA: leveraging measurements of PM1 with nationwide PM2·5 component data
inferred← citeshttps://doi.org/10.1021/acs.est.3c03928openalex-snapshot
Exposure to Fine Particulate Matter Constituents and Human Semen Quality Decline: A Multicenter Study
inferred← citeshttps://doi.org/10.1021/acs.est.3c05532openalex-snapshot
Modification of Food Allergy on the Associations between Early Life Exposure to Size-Specific Particulate Matter and Childhood Allergic Rhinitis
inferred← citeshttps://doi.org/10.1021/acs.est.3c06889openalex-snapshot
Ozone, Heat Wave, and Cardiovascular Disease Mortality: A Population-Based Case-Crossover Study
inferred← citeshttps://doi.org/10.1021/acs.est.3c10192openalex-snapshot
Dissecting the Photochemical Reactivity of Metal Ions during Atmospheric Nitrate Transformations on Photoactive Mineral Dust
inferred← citeshttps://doi.org/10.1021/acs.est.3c11091openalex-snapshot
High-Resolution Spatiotemporal Modeling for PM2.5 Major Components in the Pearl River Delta and Its Implications for Epidemiological Studies
inferred← citeshttps://doi.org/10.1021/acs.est.4c00074openalex-snapshot
Gestational Exposure to PM2.5 and Specific Constituents, Meconium Metabolites, and Neonatal Neurobehavioral Development: A Cohort Study
inferred← citeshttps://doi.org/10.1021/acs.est.4c00339openalex-snapshot
Short-Term Exposure to Fine Particulate Matter and Ozone: Source Impacts and Attributable Mortalities
inferred← citeshttps://doi.org/10.1021/acs.est.4c03087openalex-snapshot
Gestational and Postpartum Exposure to PM 2.5 Components and Glucose Metabolism in Chinese Women: A Prospective Cohort Study
inferred← citeshttps://doi.org/10.1021/acs.est.4c05718openalex-snapshot
Ambient PM 2.5 Chemical Composition and Cardiovascular Disease Hospitalizations in China
inferred← citeshttps://doi.org/10.1021/acs.est.5c01641openalex-snapshot
Fire Smoke Elevated the Carbonaceous PM 2.5 Concentration and Mortality Burden in the Contiguous U.S. and Southern Canada
inferred← citeshttps://doi.org/10.1021/acs.est.5c14322openalex-snapshot
Beyond Residential Ambient Concentrations: Quantifying Exposure Error and Advancing Personal PM 2.5 Prediction with a Scalable Modeling Framework
inferred← citeshttps://doi.org/10.1021/acs.est.5c14697openalex-snapshot
Satellite On-Orbit Chip-Level Deep Learning Model for Real-Time Dust Storm Monitoring
inferred← citeshttps://doi.org/10.1021/acs.est.6c01714openalex-snapshot
Advances in Emissions, Modeling, and Source Apportionment
inferred← citeshttps://doi.org/10.1021/acs.est.6c02927openalex-snapshot
Differential Risks of Incident Heart Failure Subtypes Associated with PM2.5 Chemical Constituents in China between 2006 and 2021
inferred← citeshttps://doi.org/10.1021/acs.est.6c03043openalex-snapshot
A Spatiotemporal Decomposition Framework for Temporal Persistence and Regional Transport in PM 2.5 Variability
inferred← citeshttps://doi.org/10.1021/acsestair.4c00335openalex-snapshot
Isotope-Based Tracing of Atmospheric Reactive Nitrogen: Progress and Prospects
inferred← citeshttps://doi.org/10.1021/acsestair.5c00001openalex-snapshot
Advancing Aerosol Chemistry with Machine Learning: A Short Review
inferred← citeshttps://doi.org/10.1021/acsestair.5c00251openalex-snapshot
Enhancing Estimation of Fine Particulate Matter Chemical Composition across North America by Including Geophysical A Priori Information in Deep Learning with Uncertainty Quantification
inferred← citeshttps://doi.org/10.1021/acsestair.5c00445openalex-snapshot
Pretrained Deep Learning Framework for Assessing Aerosol Pollution and Radiative Forcing from Satellite Polarization Measurements
inferred← citeshttps://doi.org/10.1021/envhealth.4c00020openalex-snapshot
Association between Long-Term Exposure to PM2.5 Inorganic Chemical Compositions and Cardiopulmonary Mortality: A 22-Year Cohort Study in Northern China
inferred← citeshttps://doi.org/10.1021/jacs.5c00720openalex-snapshot
Microdroplet Surface Drives and Accelerates Proton-Controlled, Size-Dependent Nitrate Photolysis
inferred← citeshttps://doi.org/10.1029/2024ea004078openalex-snapshot
Enhancing Surface PM2.5 Air Quality Estimates in GEOS Using CATS Lidar Data
inferred← citeshttps://doi.org/10.1029/2024gl114462openalex-snapshot
Source Apportionment of Atmospheric Iron in Northern China Based on 3‐Year Continuous Measurements
inferred← citeshttps://doi.org/10.1029/2024jd042477openalex-snapshot
Enhancing Time Resolution of Ambient VOC Measurement Data by Machine Learning: From One‐Hour to Five Minutes
inferred← citeshttps://doi.org/10.1029/2025gl117794openalex-snapshot
Increasing Contribution of Condensable Particulate Matter From Stationary Combustion Sources Under Strict Control Standards in China
inferred← citeshttps://doi.org/10.1029/2026gl124853openalex-snapshot
Space‐Based Observation of Decadal Variations of Ammonium Sulfate Aerosols Over Northern China
inferred← citeshttps://doi.org/10.1038/s41467-023-43862-3openalex-snapshot
First close insight into global daily gapless 1 km PM2.5 pollution, variability, and health impact
inferred← citeshttps://doi.org/10.1038/s41591-025-03515-yopenalex-snapshot
Hospital admissions attributable to reduced air pollution due to clean-air policies in China
inferred← citeshttps://doi.org/10.1038/s41597-024-03980-zopenalex-snapshot
Reconstruction of all-sky daily air temperature datasets with high accuracy in China from 2003 to 2022
inferred← citeshttps://doi.org/10.1038/s41598-023-45062-xopenalex-snapshot
Estimation of health risk and economic loss attributable to PM2.5 and O3 pollution in Jilin Province, China
inferred← citeshttps://doi.org/10.1038/s41598-024-73485-7openalex-snapshot
Individual and joint exposure to air pollutants and patterns of multiple chronic conditions
inferred← citeshttps://doi.org/10.1038/s41598-024-73604-4openalex-snapshot
The combined effects of heatwaves, air pollution and greenery on the risk of frailty: a national cohort study
inferred← citeshttps://doi.org/10.1038/s41598-025-04289-6openalex-snapshot
Ambient ammonium exposure is associated with physical dysfunction in older adults in China
inferred← citeshttps://doi.org/10.1038/s43247-025-02409-8openalex-snapshot
Extreme temperatures amplify air pollution risks to childhood respiratory health in school environment in Jiangsu province, China
inferred← citeshttps://doi.org/10.1051/e3sconf/202456603001openalex-snapshot
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
inferred← citeshttps://doi.org/10.1071/en24060openalex-snapshot
Influence of the external N and P inputs on nutrients in the coastal area of Xiamen, China
inferred← citeshttps://doi.org/10.1080/09603123.2024.2432555openalex-snapshot
Association of long-term exposure to air pollutants with sensory impairment in middle-aged and elderly adults: a nationwide study in China
inferred← citeshttps://doi.org/10.1080/09603123.2025.2477582openalex-snapshot
Short-term exposure to PM 2.5 and its components and type 2 diabetes-related hospital admissions, length of stay, and hospital costs in Shanghai
inferred← citeshttps://doi.org/10.1080/15481603.2025.2482272openalex-snapshot
An interpretable physics-informed deep learning model for estimating multiple air pollutants
inferred← citeshttps://doi.org/10.1080/17538947.2024.2398055openalex-snapshot
PM 2.5 estimation and its relationship with NO 2 and SO 2 in China from 2016 to 2020
inferred← citeshttps://doi.org/10.1093/etojnl/vgaf293openalex-snapshot
Impact of extraction methods on ambient PM2.5 components and cytotoxicity
inferred← citeshttps://doi.org/10.1093/pnasnexus/pgaf058openalex-snapshot
Atmospheric sulfate aerosol formation enhanced by interfacial anions
inferred← citeshttps://doi.org/10.1097/ee9.0000000000000498openalex-snapshot
Ambient PM2.5 and its chemical constituents exposure with ovarian reserve among 29,610 infertile women in Shaanxi Province, China
inferred← citeshttps://doi.org/10.1109/prmvai65741.2025.11108583openalex-snapshot
Deep Learning-Based Intelligent Interpretation and UAV Validation of Remote Sensing of Risk Sources in Chishui River Basin
inferred← citeshttps://doi.org/10.1109/tgrs.2025.3585237openalex-snapshot
Filling Gaps in Global Daily TROPOMI Solar-Induced Chlorophyll Fluorescence Data From 2018 to 2021
inferred← citeshttps://doi.org/10.1109/tgrs.2025.3593486openalex-snapshot
Global Estimates of Daily Gapless Atmospheric XCH4 Concentrations From Satellite and Reanalysis Data During 2003–2020
inferred← citeshttps://doi.org/10.1109/tgrs.2025.3646650openalex-snapshot
Multi-Parameter Aerosol Retrieval From Landsat Data Under Small Dataset Constraints
inferred← citeshttps://doi.org/10.1109/tgrs.2026.3652561openalex-snapshot
Estimating Black Carbon Concentrations in China by Combining Machine Learning Models and Optimization of Satellite-Based Input Schemes
inferred← citeshttps://doi.org/10.1161/jaha.123.033455openalex-snapshot
Associations of Long‐Term Exposure to Fine Particulate Constituents With Cardiovascular Diseases and Underlying Metabolic Mediations: A Prospective Population‐Based Cohort in Southwest China
inferred← citeshttps://doi.org/10.1161/jaha.125.046055openalex-snapshot
Short‐Term Exposure to Ambient Ozone and Fine Particulate Matter and Its Components Increases the Risk of In‐Hospital Adverse Outcomes in Patients With Acute Myocardial Infarction: A Time‐Stratified Case‐Crossover Study
inferred← citeshttps://doi.org/10.1164/rccm.202506-1520rlopenalex-snapshot
The bidirectional modification effects between nonoptimum temperatures and fine particulate matter pollution on lower respiratory infections
inferred← citeshttps://doi.org/10.1177/0958305x241238326openalex-snapshot
Research on the spatial and temporal impact of commercial banks’ spatial agglomeration on PM 2.5 pollution in China
inferred← citeshttps://doi.org/10.1186/s12889-024-20342-xopenalex-snapshot
Air pollution’s numerical, spatial, and temporal heterogeneous impacts on childhood hand, foot and mouth disease: a multi-model county-level study from China
inferred← citeshttps://doi.org/10.1186/s12916-024-03596-5openalex-snapshot
Air pollution and risk of 32 health conditions: outcome-wide analyses in a population-based prospective cohort in Southwest China
inferred← citeshttps://doi.org/10.1186/s12916-026-04673-7openalex-snapshot
Particulate matter and respiratory health in middle-aged and older adults: disentangling size-fractionated and constituent-specific effects under China’s clean-air policies
inferred← citeshttps://doi.org/10.1186/s12916-026-04939-0openalex-snapshot
Effects of ambient PM2.5 and its components on the prognosis of colorectal cancer survivors: disease progression and potential mediation pathways
inferred← citeshttps://doi.org/10.1186/s12931-026-03812-1openalex-snapshot
Association of PM2.5 chemical components with metabolome and peak expiratory flow in patients with stable COPD: a panel study
inferred← citeshttps://doi.org/10.1186/s13104-025-07535-2openalex-snapshot
Airborne chloride exposure and benign prostatic hyperplasia risk
inferred← citeshttps://doi.org/10.1289/ehp15660openalex-snapshot
Effects of Long-Term Air Pollution Exposure on Disease Outcomes and Hybrid Immune Responses in SARS-CoV-2 Breakthrough Infections: A Study of the Yichang COVID-19 Antibody Longitudinal Survey (YC-CALS) in China
inferred← citeshttps://doi.org/10.20935/acadenvsci7712openalex-snapshot
Assessment of air quality during the New Year’s Eve fireworks display in Copacabana, Rio de Janeiro, Brazil
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4516516/v1openalex-snapshot
Association of PM 2.5 and its components with hospital admissions, length of hospital stay, and hospital costs due to type 2 diabetes in Shanghai
inferred← citeshttps://doi.org/10.3389/fpubh.2024.1388069openalex-snapshot
Short-term association of particulate matter and cardiovascular disease mortality in Shanghai, China between 2003 and 2020
inferred← citeshttps://doi.org/10.3390/app15179239openalex-snapshot
Equity Evaluation of Park Green Space Based on SDG11: A Case Study of Jinan City, Shandong Province, China
inferred← citeshttps://doi.org/10.3390/rs15153780openalex-snapshot
How Important Is Satellite-Retrieved Aerosol Optical Depth in Deriving Surface PM2.5 Using Machine Learning?
inferred← citeshttps://doi.org/10.3390/rs15194871openalex-snapshot
Insighting Drivers of Population Exposure to Ambient Ozone (O3) Concentrations across China Using a Spatiotemporal Causal Inference Method
inferred← citeshttps://doi.org/10.3390/rs15225363openalex-snapshot
Vertical Profiles of Particle Number Size Distribution and Variation Characteristics at the Eastern Slope of the Tibetan Plateau
inferred← citeshttps://doi.org/10.3390/rs16224306openalex-snapshot
Remote Sensing Fine Estimation Model of PM2.5 Concentration Based on Improved Long Short-Term Memory Network: A Case Study on Beijing–Tianjin–Hebei Urban Agglomeration in China
inferred← citeshttps://doi.org/10.3390/toxics13040322openalex-snapshot
Ambient Air Pollution and Semen Quality in China: A Nationwide Case-Control Study of 27,014 Males with Biomarker-Confirmed Semen Pathology
inferred← citeshttps://doi.org/10.3390/toxics13050356openalex-snapshot
Identification and Time Series Analysis of PM2.5 and O3 Associated Health Risk Prevention and Control Areas
inferred← citeshttps://doi.org/10.5194/acp-24-9355-2024openalex-snapshot
Atmospheric NH 3 in urban Beijing: long-term variations and implications for secondary inorganic aerosol control
inferred← citeshttps://doi.org/10.5194/acp-25-14747-2025openalex-snapshot
Optimizing ammonia emissions for PM 2.5 mitigation: environmental and health co-benefits in Eastern China
inferred← citeshttps://doi.org/10.5194/acp-26-7933-2026openalex-snapshot
Satellite observations reveal heterogeneous atmospheric composition responses to rapid emission changes
inferred← citeshttps://doi.org/10.5194/egusphere-2024-375-rc1openalex-snapshot
Comment on egusphere-2024-375
inferred← citeshttps://doi.org/10.5194/egusphere-2024-375-rc2openalex-snapshot
Comment on egusphere-2024-375
inferred← citeshttps://doi.org/10.5194/essd-16-3781-2024openalex-snapshot
Retrieving ground-level PM 2.5 concentrations in China (2013–2021) with a numerical-model-informed testbed to mitigate sample-imbalance-induced biases
inferred← citeshttps://doi.org/10.5194/essd-18-2999-2026openalex-snapshot
Improved global daily nitrogen dioxide concentrations from 2005 to 2023 derived using a deep learning approach
inferred← citeshttps://doi.org/10.5194/essd-18-4279-2026openalex-snapshot
Reconstructing two-decade daily high-resolution seamless global land X CO 2 records using a hybrid Transformer–BiLSTM model
inferred← citeshttps://doi.org/10.5194/gmd-19-4835-2026openalex-snapshot
OIRF-LEnKF v1.0: a novel data assimilation system by integrating incremental machine learning with a localized EnKF for enhanced PM 2.5 chemical component simulation and reanalysis
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