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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:14/0  |  Submit date:2019/07/10
Land surface temperature  Temporal effect  MODIS  Random forest regression  Normalization  
Spatiotemporal Variability in Land Surface Temperature Over the Mountainous Region Affected by the 2008 Wenchuan Earthquake From 2000 to 2017 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 卷号: 124, 期号: 4, 页码: 1975-1991
Authors:  Zhao, Wei;  He, Juelin;  Yin, Gaofei;  Wen, Fengping;  Wu, Hua
Adobe PDF(2776Kb)  |  Favorite  |  View/Download:35/2  |  Submit date:2019/04/15
annual temperature cycle  land surface temperature  MODIS  trend analysis  Wenchuan earthquake  global change  
A practical method for reducing terrain effect on land surface temperature using random forest regression 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2019, 卷号: 221, 页码: 635-649
Authors:  Zhao, Wei;  Duan, Si-Bo;  Li, Ainong;  Yin, Gaofei
Adobe PDF(5486Kb)  |  Favorite  |  View/Download:43/0  |  Submit date:2019/03/05
Land surface temperature  MODIS  Normalization  Terrain effect  Random forest  
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:24/0  |  Submit date:2019/04/15
leaf area index  uncertainty  Gaussian processes  wireless sensor network  data fusion  Landsat  MODIS  validation  
Retrieval of grassland aboveground biomass through inversion of the PROSAIL model with MODIS imagery 期刊论文
Remote Sensing, 2019, 卷号: 11, 期号: 13, 页码: 1597
Authors:  He Li;  Li Ainong;  Yin Gaofei;  Nan Xi;  Bian Jinhu
Adobe PDF(3721Kb)  |  Favorite  |  View/Download:16/0  |  Submit date:2019/08/15
Agriculture  Climate change  Plants (botany)  Table lookup  
Retrieval of Grassland Aboveground Biomass through Inversion of the PROSAIL Model with MODIS Imagery 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 13, 页码: 1597
Authors:  He, Li;  Li, Ainong;  Yin, Gaofei;  Nan, Xi;  Bian, Jinhu
Adobe PDF(3721Kb)  |  Favorite  |  View/Download:2/0  |  Submit date:2019/09/09
aboveground biomass (AGB)  grassland  PROSAIL  MCD43A4  
Spectral Invariant Provides a Practical Modeling Approach for Future Biophysical Variable Estimations 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 10, 页码: 17
Authors:  Zeng, Yelu;  Xu, Baodong;  Yin, Gaofei;  Wu, Shengbiao;  Hu, Guoqing;  Yan, Kai;  Yang, Bin;  Song, Wanjuan;  Li, Jing
Adobe PDF(4443Kb)  |  Favorite  |  View/Download:19/0  |  Submit date:2018/11/20
spectral invariant  radiative transfer  canopy structure  leaf inclination angle  hot spot  
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
Adobe PDF(6596Kb)  |  Favorite  |  View/Download:79/0  |  Submit date:2018/09/25
Topographic effect  Path length correction  BRDF correction  Radiative transfer  
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:65/0  |  Submit date:2018/10/10
aboveground biomass (AGB)  uncertainty  consistent adjustment of the climatology to actual observations (CACAO)  Gaussian process regression (GPR)  
An integrated method for validating long-term leaf area index products using global networks of site-based measurements 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 209, 页码: 134-151
Authors:  Xu, Baodong;  Li, Jing;  Park, Taejin;  Liu, Qinhuo;  Zeng, Yelu;  Yin, Gaofei;  Zhao, Jing;  Fan, Weiliang;  Yang, Le;  Knyazikhin, Yuri;  Myneni, Ranga B.
Adobe PDF(3290Kb)  |  Favorite  |  View/Download:126/1  |  Submit date:2018/03/19
Spatial representativeness grading  Spatial upscaling  Time-series ground measurements  Global networks  Leaf Area Index (LAI)  Validation