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Random forest models for PM2.5 speciation concentrations using MISR fractional AODs 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Geng, Guannan;  Meng, Xia;  He, Kebin;  Liu, Yang
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
MISR  random forest  fine particulate matter speciation  exposure assessment  satellite remote sensing  
Comparison of multiple PM2.5 exposure products for estimating health benefits of emission controls over New York State, USA 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (8)
作者:  Jin, Xiaomeng;  Fiore, Arlene M.;  Civerolo, Kevin;  Bi, Jianzhao;  Liu, Yang;  van Donkelaar, Aaron;  Martin, Randall V.;  Al-Hamdan, Mohammad;  Zhang, Yuqiang;  Insaf, Tabassum Z.;  Kioumourtzoglou, Marianthi-Anna;  He, Mike Z.;  Kinney, Patrick L.
收藏  |  浏览/下载：21/0  |  提交时间：2019/11/27
PM2.5  mortality burden  exposure assessment  remote sensing  
Addressing the source contribution of PM2.5 on mortality: an evaluation study of its impacts on excess mortality in China 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (10)
作者:  Tian, Lin;  Zeng, Qiang;  Dong, Wentan;  Guo, Qun;  Wu, Ziting;  Pan, Xiaochuan;  Li, Guoxing;  Liu, Yang
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
air pollution  mortality  source contribution  PM2.5