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Evaluation of Machine Learning Algorithms in Spatial Downscaling of MODIS Land Surface Temperature 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 7, 页码: 2299-2307
Authors:  Li, Wan;  Ni, Li;  Li, Zhao-Liang;  Duan, Si-Bo;  Wu, Hua
Favorite  |  View/Download:0/0  |  Submit date:2020/03/23
Comparison  downscaling  land surface temperature (LST)  machine learning  
Normalization of the temporal effect on the MODIS land surface temperature product using random forest regression 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 卷号: 152, 页码: 109-118
Authors:  Zhao, Wei;  Wu, Hua;  Yin, Gaofei;  Duan, Si-Bo
Favorite  |  View/Download:3/0  |  Submit date:2019/09/24
Land surface temperature  Temporal effect  MODIS  Random forest regression  Normalization  
Validation of Collection 6 MODIS land surface temperature product using in situ measurements 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2019, 卷号: 225, 页码: 16-29
Authors:  Duan, Si-Bo;  Li, Zhao-Liang;  Li, Hua;  Goettsche, Frank-M;  Wu, Hua;  Zhao, Wei;  Leng, Pei;  Zhang, Xia;  Coll, Cesar
Favorite  |  View/Download:9/0  |  Submit date:2019/09/24
Land surface temperature  MODIS  Temperature-based validation method  Split-window algorithm  In situ measurements  
First results of all-weather soil moisture retrieval from an optical/thermal infrared remote-sensing-based operational system in China 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 卷号: 40, 期号: 5-6, 页码: 2069-2086
Authors:  Leng, Pei;  Li, Zhao-Liang;  Duan, Si-Bo;  Gao, Mao-Fang;  Huo, Hong-Yuan
Favorite  |  View/Download:18/0  |  Submit date:2019/05/22
An alternative split-window algorithm for retrieving land surface temperature from Visible Infrared Imaging Radiometer Suite data 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 卷号: 40, 期号: 5-6, 页码: 1640-1654
Authors:  Wang, Chenguang;  Duan, Si-Bo;  Zhang, Xiaoyu;  Wu, Hua;  Gao, Mao-Fang;  Leng, Pei
Favorite  |  View/Download:18/0  |  Submit date:2019/05/22
Land-surface temperature retrieval from Landsat 8 single-channel thermal infrared data in combination with NCEP reanalysis data and ASTER GED product 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 卷号: 40, 期号: 5-6, 页码: 1763-1778
Authors:  Duan, Si-Bo;  Li, Zhao-Liang;  Wang, Chenguang;  Zhang, Shuting;  Tang, Bo-Hui;  Leng, Pei;  Gao, Mao-Fang
Favorite  |  View/Download:23/0  |  Submit date:2019/05/22
A remote sensing method for retrieving land surface emissivity and temperature in cloudy areas: a case study over South China 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 卷号: 40, 期号: 5-6, 页码: 1724-1735
Authors:  Zhou, Fang-Cheng;  Li, Zhao-Liang;  Wu, Hua;  Duan, Si-Bo;  Song, Xiaoning;  Yan, Guangjian
Favorite  |  View/Download:28/0  |  Submit date:2019/05/22
A physically based algorithm for retrieving land surface temperature under cloudy conditions from AMSR2 passive microwave measurements 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 卷号: 40, 期号: 5-6, 页码: 1828-1843
Authors:  Huang, Cheng;  Duan, Si-Bo;  Jiang, Xiao-Guang;  Han, Xiao-Jing;  Leng, Pei;  Gao, Mao-Fang;  Li, Zhao-Liang
Favorite  |  View/Download:16/0  |  Submit date:2019/05/22
Radiance-based validation of land surface temperature products derived from Collection 6 MODIS thermal infrared data 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2018, 卷号: 70, 页码: 84-92
Authors:  Duan, Si-Bo;  Li, Zhao-Liang;  Wu, Hua;  Leng, Pei;  Gao, Maofang;  Wang, Chenguang
Favorite  |  View/Download:8/0  |  Submit date:2019/05/23
Land surface temperature (LST)  Radiance-based (R-based) validation  Surface emissivity  MODIS  Accuracy assessment  
A Method for Deriving All-Sky Evapotranspiration From the Synergistic Use of Remotely Sensed Images and Meteorological Data 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 卷号: 122, 期号: 24, 页码: 13263-13277
Authors:  Leng, Pei;  Li, Zhao-Liang;  Duan, Si-Bo;  Tang, Ronglin;  Gao, Mao-Fang
Favorite  |  View/Download:6/0  |  Submit date:2019/05/30
all-sky evapotranspiration  LST  FVC feature space  Penman-Monteith equation  YCES