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Spatiotemporal imputation of MAIAC AOD using deep learning with downscaling 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 237, 页码: 17
Authors:  Li, Lianfa;  Franklin, Meredith;  Girguis, Mariam;  Lurmann, Frederick;  Wu, Jun;  Pavlovic, Nathan;  Breton, Carrie;  Gilliland, Frank;  Habre, Rima
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Aerosol Optical Depth  MAIAC  MERRA-2 GMI Replay Simulation  Deep learning  Downscaling  Missingness imputation  Air quality  
Optimal Inversion of Conversion Parameters from Satellite AOD to Ground Aerosol Extinction Coefficient Using Automatic Differentiation 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 3, 页码: 20
Authors:  Li, Lianfa
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parameter inversion  aerosol optical depth  PBLH  ground-based AOD  PM2  5  automatic differentiation  
Evaluation of WRF-CMAQ simulated climatological mean and extremes of fine particulate matter of the United States and its correlation with climate extremes 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 222, 页码: 13
Authors:  Li, Xueke;  Seth, Anji;  Zhang, Chuanrong;  Feng, Ran;  Long, Xin;  Li, Weidong;  Liu, Kai
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Pine particulate matter  Extreme quantile analysis  Model performance  WRF-CMAQ  
A Dynamic Spatio-Temporal Analysis of Urban Expansion and Pollutant Emissions in Fujian Province 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 卷号: 17, 期号: 2, 页码: 15
Authors:  Zhao, Shen;  Dong, Guanpeng;  Xu, Yong
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urban expansion  pollutant emissions  spatial analysis  Fujian province  
A Robust Deep Learning Approach for Spatiotemporal Estimation of Satellite AOD and PM2.5 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 2, 页码: 27
Authors:  Li, Lianfa
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PM2.5  satellite AOD  deep learning  autoencoder  residual network  exposure estimation  high spatiotemporal resolution  
Spatio-temporal evolution of ozone pollution and its influencing factors in the Beijing-Tianjin-Hebei Urban Agglomeration 期刊论文
ENVIRONMENTAL POLLUTION, 2020, 卷号: 256, 页码: 11
Authors:  Wang, Zhen-bo;  Li, Jia-xin;  Liang, Long-wu
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Beijing-Tianjin-Hebei urban agglomeration  Ozone pollution  Spatio-temporal changes  Influencing factors  
Spatial Characteristics and Factor Analysis of Pollution Emission from Heavy-Duty Diesel Trucks in the Beijing-Tianjin-Hebei Region, China 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 卷号: 16, 期号: 24, 页码: 16
Authors:  Zhang, Beibei;  Wu, Sheng;  Cheng, Shifen;  Lu, Feng;  Peng, Peng
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heavy-duty diesel trucks  socioeconomic factors  spatial autocorrelation characteristic  spatial econometric model  geographical detector technique  
The effect of urbanization on environmental pollution in rapidly developing urban agglomerations 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2019, 卷号: 237, 页码: 15
Authors:  Liang, Longwu;  Wang, Zhenbo;  Li, Jiaxin
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Urban agglomeration  Rapid urbanization  Environmental pollution  Beijing-tianjin-hebei urban agglomeration  Geographically and temporally weighted regression  
Dynamic Estimation of Individual Exposure Levels to Air Pollution Using Trajectories Reconstructed from Mobile Phone Data 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 卷号: 16, 期号: 22, 页码: 20
Authors:  Li, Mingxiao;  Gao, Song;  Lu, Feng;  Tong, Huan;  Zhang, Hengcai
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individual exposure estimation  air pollution  trajectory reconstruction  human mobility  mobile phone sensor  
The mediated role of complement C3 in PM2.5 exposure and type 2 diabetes mellitus: an elderly panel study in Beijing, China 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2019, 卷号: 26, 期号: 33, 页码: 34479-34486
Authors:  Tong, Yuanren;  Pei, Lu;  Luo, Kai;  Zhao, Meiduo;  Xu, Jing;  Li, Ang;  Li, Runkui;  Yang, Mingan;  Xu, Qun
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Diabetes mellitus  T2DMpopulation  PM2.5  C3  Mediation effects