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Geospatial constrained optimization to simulate and predict spatiotemporal trends of air pollutants 期刊论文
SPATIAL STATISTICS, 2021, 卷号: 45, 页码: 28
Authors:  Li, Lianfa
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Constrained optimization  Domain knowledge  Spatiotemporal patterns  Air pollutant  Prediction  Uncertainty  
Observed causative impact of fine particulate matter on acute upper respiratory disease: a comparative study in two typical cities in China 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 页码: 11
Authors:  Xia, Xiaolin;  Yao, Ling;  Lu, Jiaying;  Liu, Yangxiaoyue;  Jing, Wenlong;  Li, Yong
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Fine particulate matter  Health effect  Causative impact  Acute upper respiratory disease  Convergent cross mapping  Distributed lag nonlinear model  
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
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Bias  deep learning  encoder-decoder  full residual deep network  non-linear regression  prediction of satellite aerosol optical depth (AOD) and PM2.5  spatiotemporal modeling  
Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
Authors:  Yin, Lichang;  Tao, Fulu;  Chen, Yi;  Liu, Fengshan;  Hu, Jian
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Evapotranspiration  Machine learning  process-based ET  ET integration  China  Gaussian process regression  
An Improved Cloud Gap-Filling Method for Longwave Infrared Land Surface Temperatures through Introducing Passive Microwave Techniques 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 26
Authors:  Dowling, Thomas P. F.;  Song, Peilin;  De Jong, Mark C.;  Merbold, Lutz;  Wooster, Martin J.;  Huang, Jingfeng;  Zhang, Yongqiang
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cloud gap-filling  land surface temperature  thermal infrared  passive microwave  Kenya  
Quantifying the Potential Contribution of Urban Forest to PM2.5 Removal in the City of Shanghai, China 期刊论文
ATMOSPHERE, 2021, 卷号: 12, 期号: 9, 页码: 16
Authors:  Zhang, Biao;  Xie, Zixia;  She, Xinlu;  Gao, Jixi
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urban forest  particulate matter  PM  (2 5) removal  potential contribution  
Using an Internet of Behaviours to Study How Air Pollution Can Affect People's Activities of Daily Living: A Case Study of Beijing, China 期刊论文
SENSORS, 2021, 卷号: 21, 期号: 16, 页码: 37
Authors:  Zhang, Guangyuan;  Poslad, Stefan;  Rui, Xiaoping;  Yu, Guangxia;  Fan, Yonglei;  Song, Xianfeng;  Li, Runkui
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internet of things  internet of behaviours  air pollution  air quality index (AQI)  PM2  5  people's activities of daily living  
A Comparison Analysis of Causative Impact of PM2.5 on Acute Exacerbation of Chronic Obstructive Pulmonary Disease (COPD) in Two Typical Cities in China 期刊论文
ATMOSPHERE, 2021, 卷号: 12, 期号: 8, 页码: 12
Authors:  Xia, Xiaolin;  Yao, Ling;  Lu, Jiaying;  Liu, Yangxiaoyue;  Jing, Wenlong;  Li, Yong
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PM2  5  health effect  causative impact  chronic obstructive pulmonary disease  
Atmospheric lead pollution in a typical megacity: Evidence from lead isotopes 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 778, 页码: 10
Authors:  Tao, Zhenghua;  Guo, Qingjun;  Wei, Rongfei;  Dong, Xinyuan;  Han, Xiaokun;  Guo, Zhaobing
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Lead isotopes  Aerosol  Coal combustion  Vehicle exhaust  Natural source  Typical megacity  
Identifying factors that affect environmental air quality using geographical detectors in the NKEFAs of China 期刊论文
FRONTIERS OF EARTH SCIENCE, 2021, 页码: 14
Authors:  Xu, Jie;  Liu, Haijiang;  Li, Baolin;  Gao, Xizhang;  Nie, Pingjing;  Sun, Cong;  Jin, Ziheng;  Zhai, Dechao
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air environmental quality  geographical detectors  air auality index  spatiotemporal analysis