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Tracking small-scale tropical forest disturbances: Fusing the Landsat and Sentinel-2 data record 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 261, 页码: 17
Authors:  Zhang, Yihang;  Ling, Feng;  Wang, Xia;  Foody, Giles M.;  Boyd, Doreen S.;  Li, Xiaodong;  Du, Yun;  Atkinson, Peter M.
Favorite  |  View/Download:4/0  |  Submit date:2021/08/19
Forest disturbance  Small-scale clearing  Landsat and Sentinel-2  Deep learning  Downscaling  
A Neural-Network Based Spatial Resolution Downscaling Method for Soil Moisture: Case Study of Qinghai Province 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 8, 页码: 22
Authors:  Lv, Aifeng;  Zhang, Zhilin;  Zhu, Hongchun
Favorite  |  View/Download:8/0  |  Submit date:2021/06/10
soil moisture  neural network  downscaling  microwave data  MODIS data  
Spatial Downscaling of Land Surface Temperature Based on a Multi-Factor Geographically Weighted Machine Learning Model 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 6, 页码: 33
Authors:  Xu, Saiping;  Zhao, Qianjun;  Yin, Kai;  He, Guojin;  Zhang, Zhaoming;  Wang, Guizhou;  Wen, Meiping;  Zhang, Ning
Favorite  |  View/Download:5/0  |  Submit date:2021/07/09
land surface temperature  spatial downscaling  geographically weighted regression  ensemble learning  extreme gradient boosting  multivariate adaptive regression splines  Bayesian ridge regression  Sentinel-2A  
A Machine Learning-Based Geostatistical Downscaling Method for Coarse-Resolution Soil Moisture Products 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 1025-1037
Authors:  Jin, Yan;  Ge, Yong;  Liu, Yaojie;  Chen, Yuehong;  Zhang, Haitao;  Heuvelink, Gerard B. M.
Favorite  |  View/Download:7/0  |  Submit date:2021/03/15
Spatial resolution  Interpolation  Support vector machines  Mathematical model  Market research  Soil moisture  Monitoring  Area-to-area kriging  downscaling  soil moisture  support vector regression  
A quantitative review of water footprint accounting and simulation for crop production based on publications during 2002-2018 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 120, 页码: 10
Authors:  Feng, Bianbian;  Zhuo, La;  Xie, Dong;  Mao, Ying;  Gao, Jie;  Xie, Pengxuan;  Wu, Pute
Favorite  |  View/Download:7/0  |  Submit date:2021/03/15
Quantification methods  Spatial scales  Uncertainty  
An Efficient Downscaling Scheme for High-Resolution Precipitation Estimates over a High Mountainous Watershed 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 2, 页码: 18
Authors:  Zhao, Na
Favorite  |  View/Download:7/0  |  Submit date:2021/04/25
satellite precipitation product  statistical downscaling  rain gauge  IMERG  
Inter-comparison of several soil moisture downscaling methods over the Qinghai-Tibet Plateau, China 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 592, 页码: 21
Authors:  Qu, Yuquan;  Zhu, Zhongli;  Montzka, Carsten;  Chai, Linna;  Liu, Shaomin;  Ge, Yong;  Liu, Jin;  Lu, Zheng;  He, Xinlei;  Zheng, Jie;  Han, Tian
Favorite  |  View/Download:4/0  |  Submit date:2021/07/09
Soil moisture  Downscaling  Methods comparison  Qinghai-Tibet plateau  
General solution to reduce the point spread function effect in subpixel mapping 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 251, 页码: 19
Authors:  Wang, Qunming;  Zhang, Chengyuan;  Tong, Xiaohua;  Atkinson, Peter M.
Favorite  |  View/Download:6/0  |  Submit date:2021/03/16
Remote sensing images  Subpixel mapping (SPM)  Supper-resolution mapping  Downscaling  Spectral unmixing  Point spread function (PSF)  Accuracy assessment  
Mapping monthly population distribution and variation at 1-km resolution across China 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 19
Authors:  Cheng, Zhifeng;  Wang, Jianghao;  Ge, Yong
Favorite  |  View/Download:26/0  |  Submit date:2021/03/15
Population distribution  random forest  area-to-point kriging  China  
Estimation of volumetric surface soil moisture content using microwave-calibrated soil evaporative efficiency information 期刊论文
REMOTE SENSING LETTERS, 2020, 卷号: 11, 期号: 10, 页码: 923-932
Authors:  Xiu, Hongling;  Zhu, Wenbin;  Yang, Fengyun;  Wei, Jiaxing;  Wang, Feng
Favorite  |  View/Download:6/0  |  Submit date:2021/03/18