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Encoder-Decoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 4217-4230
Authors:  Li, Lianfa;  Fang, Ying;  Wu, Jun;  Wang, Jinfeng;  Ge, Yong
Favorite  |  View/Download:2/0  |  Submit date:2021/11/05
Bias  deep learning  encoder-decoder  full residual deep network  non-linear regression  prediction of satellite aerosol optical depth (AOD) and PM2.5  spatiotemporal modeling  
Statistical estimation of next-day nighttime surface urban heat islands 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 卷号: 176, 页码: 182-195
Authors:  Lai, Jiameng;  Zhan, Wenfeng;  Quan, Jinling;  Bechtel, Benjamin;  Wang, Kaicun;  Zhou, Ji;  Huang, Fan;  Chakraborty, Tirthankar;  Liu, Zihan;  Lee, Xuhui
Favorite  |  View/Download:6/0  |  Submit date:2021/08/19
Surface urban heat island  Thermal remote sensing  Land surface temperature  MODIS  Support vector regression  
Evaluating Carbon Monoxide and Aerosol Optical Depth Simulations from CAM-Chem Using Satellite Observations 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 11, 页码: 36
Authors:  Alvim, Debora Souza;  Chiquetto, Julio Barboza;  D'Amelio, Monica Tais Siqueira;  Khalid, Bushra;  Herdies, Dirceu Luis;  Pendharkar, Jayant;  Correa, Sergio Machado;  Figueroa, Silvio Nilo;  Frassoni, Ariane;  Capistrano, Vinicius Buscioli;  Boian, Claudia;  Kubota, Paulo Yoshio;  Nobre, Paulo
Favorite  |  View/Download:6/0  |  Submit date:2021/08/19
carbon monoxide  aerosol optical depth  FRP  MOPITT  MODIS  CAM-chem  
Future changes in Beijing haze events under different anthropogenic aerosol emission scenarios 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2021, 卷号: 21, 期号: 10, 页码: 7499-7514
Authors:  Zhang, Lixia;  Wilcox, Laura J.;  Dunstone, Nick J.;  Paynter, David J.;  Hu, Shuai;  Bollasina, Massimo;  Li, Donghuan;  Shonk, Jonathan K. P.;  Zou, Liwei
Favorite  |  View/Download:4/0  |  Submit date:2021/08/19
Potential responses of vegetation to atmospheric aerosols in arid and semi-arid regions of Asia 期刊论文
JOURNAL OF ARID LAND, 2021, 卷号: 13, 期号: 5, 页码: 516-533
Authors:  Jiao Linlin;  Wang Xunming;  Cai Diwen;  Hua Ting
Favorite  |  View/Download:9/0  |  Submit date:2021/08/19
aerosol optical depth  climatic factors  normalized difference vegetation index  spatiotemporal distribution  indirect effect  
Winter AOD trend changes over the Eastern Mediterranean and Middle East region 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2021, 页码: 20
Authors:  Shaheen, Abdallah;  Wu, Renguang;  Lelieveld, Jos;  Yousefi, Robabeh;  Aldabash, Midyan
Favorite  |  View/Download:6/0  |  Submit date:2021/06/10
aerosol optical depth trends  dust emission changes  Eastern Mediterranean and Middle East  meteorological factors  
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
Favorite  |  View/Download:9/0  |  Submit date:2021/03/15
OMI-NO2 columns  Imputation of missing values  Full residual deep network  Bagging  Ground-level NO2 estimation  Traffic and land-use variables  Uncertainty  
Evaluation and comparison of light use efficiency models for their sensitivity to the diffuse PAR fraction and aerosol loading in China 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 95, 页码: 16
Authors:  Li, Xin;  Liang, Hongyu;  Cheng, Weiming
Favorite  |  View/Download:16/0  |  Submit date:2021/03/15
PAR(dif) fraction  Aerosol optical depth (AOD)  Gross primary productivity (GPP)  Sensitivity  
Aerosol Trends during the Dusty Season over Iran 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 6, 页码: 16
Authors:  Yousefi, Robabeh;  Wang, Fang;  Ge, Quansheng;  Lelieveld, Jos;  Shaheen, Abdallah
Favorite  |  View/Download:5/0  |  Submit date:2021/07/09
AOD trends  MERRA-2  MODIS  dust changes  meteorology  Iran  
Meteorological controls on daily variations of nighttime surface urban heat islands 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 253, 页码: 15
Authors:  Lai, Jiameng;  Zhan, Wenfeng;  Voogt, James;  Quan, Jinling;  Huang, Fan;  Zhou, Ji;  Bechtel, Benjamin;  Hu, Leiqiu;  Wang, Kaicun;  Cao, Chang;  Lee, Xuhui
Favorite  |  View/Download:10/0  |  Submit date:2021/03/15
Surface urban heat island  Land surface temperature  Weather conditions  Remote sensing  Gaussian model  MODIS