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期刊论文 [67]
会议论文 [1]
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2018 [68]
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Population Exposure to Ambient PM2.5 at the Subdistrict Level in China
期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2018, 卷号: 15, 期号: 12, 页码: 13
作者:
Long, Ying
;
Wang, Jianghao
;
Wu, Kang
;
Zhang, Junjie
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2019/05/23
PM2
5
population exposure
MODIS (Moderate Resolution Imaging Spectroradiometer) AOD
China
Using MAIAC AOD to verify the PM2.5 spatial patterns of a land use regression model
期刊论文
ENVIRONMENTAL POLLUTION, 2018, 卷号: 243, 页码: 501-509
作者:
Li, Runkui
;
Ma, Tianxiao
;
Xu, Qun
;
Song, Xianfeng
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2019/05/23
Spatial pattern
Fine particulate matter
Land use regression model
MAIAC AOD
Beijing
Retrieval of Daily PM2.5 Concentrations Using Nonlinear Methods: A Case Study of the Beijing-Tianjin-Hebei Region, China
期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 12, 页码: 17
作者:
Li, Lijuan
;
Chen, Baozhang
;
Zhang, Yanhu
;
Zhao, Youzheng
;
Xian, Yue
收藏
  |  
浏览/下载:96/0
  |  
提交时间:2019/05/23
daily PM2
5concentrations
remote sensing
MODIS AOD
machine learning algorithm
spatial and temporal distribution
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
作者:
Chen, Gongbo
;
Wang, Yichao
;
Li, Shanshan
;
Cao, Wei
;
Ren, Hongyan
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2019/05/23
PM10
AOD
Random forests
China
Estimation of PM2.5 concentrations at a high spatiotemporal resolution using constrained mixed-effect bagging models with MAIAC aerosol optical depth
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 217, 页码: 573-586
作者:
Li, Lianfa
;
Zhang, Jiehao
;
Meng, Xia
;
Fang, Ying
;
Ge, Yong
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2019/05/23
PM2.5
MAIAC AOD
High spatiotemporal resolution
Temporal variation
AOD-PM2.5 associations
Spatial effects
Missingness
Machine learning
Aerosol vertical profile retrieved from ground-based MAX-DOAS observation and characteristic distribution during wintertime in Shanghai, China
期刊论文
ATMOSPHERIC ENVIRONMENT, 2018, 卷号: 192, 页码: 193-205
作者:
Zhang, Jiawei
;
Wang, Shanshan
;
Guo, Yanlin
;
Zhang, Ruifeng
;
Qin, Xiaofei
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2019/12/25
Aerosol extinction coefficient
Vertical profile
Atmospheric remote sensing
DOAS
O-4 absorption
Aerosol retrieval algorithm based on adaptive land-atmospheric decoupling for polarized remote sensing over land surfaces
期刊论文
JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2018, 卷号: 219, 页码: 74-84
作者:
Wang, Han
;
Sun, Xiaobing
;
Yang, Leiku
;
Zhao, Meiru
;
Lui, Pei
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2019/12/25
Aerosol
Multi-spectral
Polarization
Land-atmospheric decoupling
PARASOL
Directional Polarimetric Camera (DPC): Monitoring aerosol spectral optical properties over land from satellite observation
期刊论文
JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2018, 卷号: 218, 页码: 21-37
作者:
Li, Zhengqiang
;
Hou, Weizhen
;
Hong, Jin
;
Zheng, Fengxun
;
Luo, Donggen
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2019/12/11
Directional Polarimetric Camera (DPC)
GaoFen-5 satellite
Spectral aerosol optical depth (AOD)
Improved BRDF model
Inversion capability analysis
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
作者:
Chen, Gongbo
;
Li, Shanshan
;
Knibbs, Luke D.
;
Hamm, N. A. S.
;
Cao, Wei
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2019/05/23
PM2.5
Aerosol optical depth
Random forests
Machine learning
China
Two winter PM2.5 pollution types and the causes in the city clusters of Sichuan Basin, Western China
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 636, 页码: 1228-1240
作者:
Zhao, Suping
;
Yu, Ye
;
Yin, Daiying
;
Qin, Dahe
;
He, Jianjun
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2019/10/09
Sichuan Basin
PM2.5
Air quality
Meteorology
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