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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
作者:  Li, Lianfa;  Fang, Ying;  Wu, Jun;  Wang, Jinfeng;  Ge, Yong
收藏  |  浏览/下载:80/0  |  提交时间:2021/11/05
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
作者:  Zhang, Guangyuan;  Lu, Haiyue;  Dong, Jin;  Poslad, Stefan;  Li, Runkui
收藏  |  浏览/下载:17/0  |  提交时间:2021/03/16
Estimating Spatio-Temporal Variations of PM2.5 Concentrations Using VIIRS-Derived AOD in the Guanzhong Basin, China 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 22, 页码: 22
作者:  Zhang, Kainan;  de Leeuw, Gerrit;  Yang, Zhiqiang;  Chen, Xingfeng;  Su, Xiaoli
收藏  |  浏览/下载:7/0  |  提交时间:2020/06/05
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
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
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
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
作者:  Chen, Gongbo;  Knibbs, Luke D.;  Zhang, Wenyi;  Li, Shanshan;  Cao, Wei
收藏  |  浏览/下载:34/0  |  提交时间:2019/05/30
Estimating ground-level PM2.5 concentrations in Beijing using a satellite-based geographically and temporally weighted regression model 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2017, 卷号: 198, 页码: 140-149
作者:  Guo, Yuanxi;  Tang, Qiuhong;  Gong, Dao-Yi;  Zhang, Ziyin
收藏  |  浏览/下载:16/0  |  提交时间:2019/09/25
Evaluating the Use of DMSP/OLS Nighttime Light Imagery in Predicting PM2.5 Concentrations in the Northeastern United States 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 6, 页码: 16
作者:  Li, Xueke;  Zhang, Chuanrong;  Li, Weidong;  Liu, Kai
收藏  |  浏览/下载:40/0  |  提交时间:2019/09/25
VIIRS-based remote sensing estimation of ground-level PM2.5 concentrations in Beijing-Tianjin-Hebei: A spatiotemporal statistical model 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2016
Wu, Jiansheng; Yao, Fei; Li, Weifeng; Si, Menglin
收藏  |  浏览/下载:5/0  |  提交时间:2017/12/03


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