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Health benefits and cost of using air purifiers to reduce exposure to ambient fine particulate pollution in China 期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2021, 卷号: 414, 页码: 13
Authors:  Liu, Yumeng;  Zhou, Bin;  Wang, Jianghao;  Zhao, Bin
Favorite  |  View/Download:0/0  |  Submit date:2021/08/19
PM2.5  Exposure  Air purifier  Cost-benefit analysis  
Greenness exposure and all-cause mortality during multi-drug resistant tuberculosis treatment: A population-based cohort study 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 771, 页码: 8
Authors:  Ge, Erjia;  Gao, Jianhui;  Ren, Zhoupeng;  Liu, Xin;  Luo, Ming;  Zhong, Jieming;  Fei, Fangrong;  Chen, Bin;  Wang, Xiaomeng;  Wei, Xiaolin;  Peng, Ying
Favorite  |  View/Download:14/0  |  Submit date:2021/06/10
Multidrug resistant tuberculosis  All-cause mortality  Greenness exposure  PM2.5  
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
Favorite  |  View/Download:13/0  |  Submit date:2021/03/15
Data assimilation  WRF-Chem  PM2.5 forecast  LETKF  Air pollution  
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
Favorite  |  View/Download:8/0  |  Submit date:2021/03/16
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
Favorite  |  View/Download:14/0  |  Submit date:2021/03/16
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
Favorite  |  View/Download:8/0  |  Submit date:2021/03/16
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
Favorite  |  View/Download:5/0  |  Submit date:2021/03/18
Aerosol optical depth  PM2.5  Random forest  Spatiotemporal kriging  
The changing PM2.5 dynamics of global megacities based on long-term remotely sensed observations 期刊论文
ENVIRONMENT INTERNATIONAL, 2020, 卷号: 142, 页码: 14
Authors:  Zhang, Lili;  Wilson, John P.;  MacDonald, Beau;  Zhang, Wenhao;  Yu, Tao
Favorite  |  View/Download:5/0  |  Submit date:2021/03/15
Megacities  Gridded population counts  Remotely sensed PM2.5 concentrations  Pollution burden  
A Framework to Predict High-Resolution Spatiotemporal PM(2.5)Distributions Using a Deep-Learning Model: A Case Study of Shijiazhuang, China 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 17, 页码: 33
Authors:  Zhang, Guangyuan;  Lu, Haiyue;  Dong, Jin;  Poslad, Stefan;  Li, Runkui;  Zhang, Xiaoshuai;  Rui, Xiaoping
Favorite  |  View/Download:6/0  |  Submit date:2021/03/16
PM2.5  AOD  XGBoost  prediction  deep learning  ConvLSTM  SARIMA  
The spatiotemporal evolution of population exposure to PM2.5 within the Beijing-Tianjin-Hebei urban agglomeration, China 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 265, 页码: 11
Authors:  Chen, Mingxing;  Guo, Shasha;  Hu, Maogui;  Zhang, Xiaoping
Favorite  |  View/Download:5/0  |  Submit date:2021/03/18
PM2.5 exposure  Population  Spatiotemporal evolution  Beijing-Tanjin-Hebei urban agglomeration