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Object-Based Area-to-Point Regression Kriging for Pansharpening 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 10, 页码: 8599-8614
Authors:  Zhang, Yihang;  Atkinson, Peter M.;  Ling, Feng;  Foody, Giles M.;  Wang, Qunming;  Ge, Yong;  Li, Xiaodong;  Du, Yun
Favorite  |  View/Download:2/0  |  Submit date:2021/11/05
Downscaling  geostatistics  image fusion  object-based  pansharpening  segmentation  
Downscaling of ESA CCI soil moisture in Taihu Lake Basin: are wetness conditions and non-linearity important? 期刊论文
JOURNAL OF WATER AND CLIMATE CHANGE, 2021, 卷号: 12, 期号: 5, 页码: 1564-1579
Authors:  Liu, Ya;  Zhu, Qing;  Liao, Kaihua;  Lai, Xiaoming;  Wang, Junbang
Favorite  |  View/Download:3/0  |  Submit date:2021/11/05
remote sensing  soil hydrology  soil moisture  Taihu Lake Basin  watershed  
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:9/0  |  Submit date:2021/08/19
Forest disturbance  Small-scale clearing  Landsat and Sentinel-2  Deep learning  Downscaling  
A New HASM-Based Downscaling Method for High-Resolution Precipitation Estimates 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 14, 页码: 20
Authors:  Zhao, Na;  Jiao, Yimeng
Favorite  |  View/Download:1/0  |  Submit date:2021/11/05
satellite precipitation estimates  downscaling  IMERG  
Assessment of climate change impacts on the streamflow for the Mun River in the Mekong Basin, Southeast Asia: Using SWAT model 期刊论文
CATENA, 2021, 卷号: 201, 页码: 13
Authors:  Li, Chaoyue;  Fang, Haiyan
Favorite  |  View/Download:22/0  |  Submit date:2021/04/25
Climate change  SWAT  Streamflow  Mun River Basin  Southeast Asia  
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:9/0  |  Submit date:2021/06/10
soil moisture  neural network  downscaling  microwave data  MODIS data  
Improving Surface Soil Moisture Estimates in Humid Regions by an Enhanced Remote Sensing Technique 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2021, 卷号: 48, 期号: 5, 页码: 10
Authors:  Song, Peilin;  Zhang, Yongqiang;  Tian, Jing
Favorite  |  View/Download:6/0  |  Submit date:2021/06/10
Downscaling  Large scale  Microwave remote sensing  Soil evaporative efficiency  Surface soil moisture  
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:6/0  |  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:10/0  |  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:9/0  |  Submit date:2021/03/15
Quantification methods  Spatial scales  Uncertainty