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The effect of ambient ozone on glucose-homoeostasis: A prospective study of non-diabetic older adults in Beijing 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 761, 页码: 13
Authors:  Li, Ang;  Mei, Yayuan;  Zhao, Meiduo;  Xu, Jing;  Seery, Samuel;  Li, Runkui;  Zhao, Jiaxin;  Zhou, Quan;  Ge, Xiaoyu;  Xu, Qun
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Glucose homeostasis  Glucose metabolism disorder  Longitudinal study  O3  
Spatiotemporal estimation of satellite-borne and ground-level NO2 using full residual deep networks 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 254, 页码: 22
Authors:  Li, Lianfa;  Wu, Jiajie
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OMI-NO2 columns  Imputation of missing values  Full residual deep network  Bagging  Ground-level NO2 estimation  Traffic and land-use variables  Uncertainty  
Improving PM2.5 forecast during haze episodes over China based on a coupled 4D-LETKF and WRF-Chem system 期刊论文
ATMOSPHERIC RESEARCH, 2021, 卷号: 249, 页码: 14
Authors:  Kong, Yawen;  Sheng, Lifang;  Li, Yanpeng;  Zhang, Weihang;  Zhou, Yang;  Wang, Wencai;  Zhao, Yuanhong
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Data assimilation  WRF-Chem  PM2.5 forecast  LETKF  Air pollution  
Exploring the Dynamic Spatio-Temporal Correlations between PM2.5 Emissions from Different Sources and Urban Expansion in Beijing-Tianjin-Hebei Region 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 卷号: 18, 期号: 2, 页码: 18
Authors:  Zhao, Shen;  Xu, Yong
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PM2  5 emission  urban expansion  spatio-temporal analysis  Beijing-Tianjin-Hebei region  
The influence of environmental efficiency on PM2.5 pollution: Evidence from 283 Chinese prefecture-level cities 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 748, 页码: 10
Authors:  Li, Guangdong;  Fang, Chuanglin;  He, Sanwei
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Fine particulate matter  Environmental efficiency  Economic growth pattern  Spatial spillover  China  
A PM2.5 concentration prediction model based on multi-task deep learning for intensive air quality monitoring stations 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 275, 页码: 13
Authors:  Zhang, Qiang;  Wu, Shun;  Wang, Xiangwen;  Sun, Binzhen;  Liu, Haimeng
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PM(2.5)prediction  Multi-task deep learning  Artificial intelligence  Intensive monitoring stations  Lanzhou city  
The varying driving forces of PM2.5 concentrations in Chinese cities: Insights from a geographically and temporally weighted regression model 期刊论文
ENVIRONMENT INTERNATIONAL, 2020, 卷号: 145, 页码: 10
Authors:  Liu, Qianqian;  Wu, Rong;  Zhang, Wenzhong;  Li, Wan;  Wang, Shaojian
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PM2.5 concentrations  Geographically and temporally weighted regression  Natural conditions  Socioeconomic determinants  Spatial heterogeneity  
Ensemble-based deep learning for estimating PM2.5 over California with multisource big data including wildfire smoke 期刊论文
ENVIRONMENT INTERNATIONAL, 2020, 卷号: 145, 页码: 16
Authors:  Li, Lianfa;  Girguis, Mariam;  Lurmann, Frederick;  Pavlovic, Nathan;  McClure, Crystal;  Franklin, Meredith;  Wu, Jun;  Oman, Luke D.;  Breton, Carrie;  Gilliland, Frank;  Habre, Rima
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PM2.5  Machine learning  Air pollution exposure  Wildfires  Remote sensing  California  High spatiotemporal resolution  
Source specific PM2.5 associated with heart rate variability in the elderly with coronary heart disease: A community-based panel study 期刊论文
CHEMOSPHERE, 2020, 卷号: 260, 页码: 13
Authors:  Chen, Xi;  Qiu, Bing;  Zou, Qinpei;  Qiu, Tian;  Li, Runkui;  Truong, Ashley;  Qi, Yanmin;  Liu, Tao;  Han, Limin;  Liu, Tiebing;  Chang, Junrui;  Sun, Qi;  Zhu, Ying;  Xu, Dongqun
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Panel study  Roles of PM2.5 constituents  Source variances  Heart rate variability  Elderly  
Estimating daily ground-level PM2.5 in China with random-forest-based spatiotemporal kriging 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 740, 页码: 12
Authors:  Shao, Yanchuan;  Ma, Zongwei;  Wang, Jianghao;  Bi, Jun
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Aerosol optical depth  PM2.5  Random forest  Spatiotemporal kriging