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Retrieval of High Spatiotemporal Resolution Leaf Area Index with Gaussian Processes, Wireless Sensor Network, and Satellite Data Fusion 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 3, 页码: 18
Authors:  Yin, Gaofei;  Verger, Aleixandre;  Qu, Yonghua;  Zhao, Wei;  Xu, Baodong;  Zeng, Yelu;  Liu, Ke;  Li, Jing;  Liu, Qinhuo
Adobe PDF(4655Kb)  |  Favorite  |  View/Download:11/0  |  Submit date:2019/04/15
leaf area index  uncertainty  Gaussian processes  wireless sensor network  data fusion  Landsat  MODIS  validation  
The impact of the terrain effect on land surface temperature variation based on Landsat-8 observations in mountainous areas 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 卷号: 40, 期号: 5-6, 页码: 1808-1827
Authors:  He, Juelin;  Zhao, Wei;  Li, Ainong;  Wen, Fengping;  Yu, Daijun
Favorite  |  View/Download:0/0  |  Submit date:2019/05/17
PLC: A simple and semi-physical topographic correction method for vegetation canopies based on path length correction 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 215, 页码: 184-198
Authors:  Yin, Gaofei;  Li, Ainong;  Wu, Shengbiao;  Fan, Weiliang;  Zeng, Yelu;  Yan, Kai;  Xu, Baodong;  Li, Jing;  Liu, Qinhuo
Favorite  |  View/Download:64/0  |  Submit date:2018/09/25
Topographic effect  Path length correction  BRDF correction  Radiative transfer  
Triangle Space-Based Surface Soil Moisture Estimation by the Synergistic Use of In Situ Measurements and Optical/Thermal Infrared Remote Sensing: An Alternative to Conventional Validations 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 8, 页码: 4546-4558
Authors:  Zhao, Wei;  Sanchez, Nilda;  Li, Ainong
Adobe PDF(2444Kb)  |  Favorite  |  View/Download:64/2  |  Submit date:2018/08/30
Advanced Microwave Scanning Radiometer 2 (AMSR2)  Landsat-8  REMEDHUS  surface soil moisture (SSM)  triangle space  validation  
A spatial downscaling approach for the SMAP passive surface soil moisture product using random forest regression 期刊论文
JOURNAL OF HYDROLOGY, 2018, 卷号: 563, 页码: 1009-1024
Authors:  Zhao, Wei;  Sanchez, Nilda;  Lu, Hui;  Li, Ainong
Favorite  |  View/Download:79/0  |  Submit date:2018/09/25
Downscaling  SMAP  MODIS  Surface soil moisture  Random forest  Validation  
Seamless Upscaling of the Field-Measured Grassland Aboveground Biomass Based on Gaussian Process Regression and Gap-Filled Landsat 8 OLI Reflectance 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2018, 卷号: 7, 期号: 7, 页码: 14
Authors:  Yin, Gaofei;  Li, Ainong;  Wu, Chaoyang;  Wang, Jiyan;  Xie, Qiaoyun;  Zhang, Zhengjian;  Nan, Xi;  Jin, Huaan;  Bian, Jinhu;  Lei, Guangbin
Adobe PDF(2835Kb)  |  Favorite  |  View/Download:49/0  |  Submit date:2018/10/10
aboveground biomass (AGB)  uncertainty  consistent adjustment of the climatology to actual observations (CACAO)  Gaussian process regression (GPR)  
Spatiotemporal fusion through the best linear unbiased estimator to generate fine spatial resolution NDVI time series 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2018, 卷号: 39, 期号: 10, 页码: 3287-3305
Authors:  Yin, Gaofei;  Li, Ainong;  Jin, Huaan;  Bian, Jinhu
Favorite  |  View/Download:48/0  |  Submit date:2018/06/05