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Spatiotemporal patterns of PM10 concentrations over China during 2005-2016: A satellite-based estimation using the random forests approach 期刊论文
ENVIRONMENTAL POLLUTION, 2018, 卷号: 242, 页码: 605-613
Authors:  Chen, Gongbo;  Wang, Yichao;  Li, Shanshan;  Cao, Wei;  Ren, Hongyan;  Knibbs, Luke D.;  Abramson, Michael J.;  Guo, Yuming
Favorite  |  View/Download:10/0  |  Submit date:2019/05/23
PM10  AOD  Random forests  China  
A machine learning method to estimate PM2.5 concentrations across China with remote sensing, meteorological and land use information 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 636, 页码: 52-60
Authors:  Chen, Gongbo;  Li, Shanshan;  Knibbs, Luke D.;  Hamm, N. A. S.;  Cao, Wei;  Li, Tiantian;  Guo, Jianping;  Ren, Hongyan;  Abramson, Michael J.;  Guo, Yuming
Favorite  |  View/Download:11/0  |  Submit date:2019/05/23
PM2.5  Aerosol optical depth  Random forests  Machine learning  China  
Spatiotemporal variation of PM1 pollution in China 期刊论文
ATMOSPHERIC ENVIRONMENT, 2018, 卷号: 178, 页码: 198-205
Authors:  Chen, Gongbo;  Morawska, Lidia;  Zhang, Wenyi;  Li, Shanshan;  Cao, Wei;  Ren, Hongyan;  Wang, Boguang;  Wang, Hao;  Knibbs, Luke D.;  Williams, Gail;  Guo, Jianping;  Guo, Yuming
Favorite  |  View/Download:6/0  |  Submit date:2019/05/30
PM1  PM2.5  PM1/PM2.5 ratio  Meteorological conditions  China  
Estimating spatiotemporal distribution of PM1 concentrations in China with satellite remote sensing, meteorology, and land use information 期刊论文
ENVIRONMENTAL POLLUTION, 2018, 卷号: 233, 页码: 1086-1094
Authors:  Chen, Gongbo;  Knibbs, Luke D.;  Zhang, Wenyi;  Li, Shanshan;  Cao, Wei;  Guo, Jianping;  Ren, Hongyan;  Wang, Boguang;  Wang, Hao;  Williams, Gail;  Hamm, N. A. S.;  Guo, Yuming
Favorite  |  View/Download:10/0  |  Submit date:2019/05/30
PM1  Aerosol optical depth  Meteorology  Land use  China