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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
Adobe PDF(10067Kb)  |  Favorite  |  View/Download:33/0  |  Submit date:2019/07/10
Land surface temperature  Temporal effect  MODIS  Random forest regression  Normalization  
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:68/0  |  Submit date:2019/03/05
Land surface temperature  MODIS  Normalization  Terrain effect  Random forest  
Estimating 2009-2017 Impervious Surface Change in Gwadar, Pakistan Using the HJ-1A/B Constellation, GF-1/2 Data, and the Random Forest Algorithm 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 10, 页码: 443
Authors:  Bian Jinhu;  Li Ainong;  Zuo Jiaqi;  Lei Guangbin;  Zhang Zhengjian;  Nan Xi
Adobe PDF(6916Kb)  |  Favorite  |  View/Download:19/0  |  Submit date:2020/02/28
impervious surface  HJ-1A/B constellation  GF-1/2  time series  random forest  China-Pakistan Economic Corridor (CPEC)  
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
Adobe PDF(10015Kb)  |  Favorite  |  View/Download:125/0  |  Submit date:2018/09/25
Downscaling  SMAP  MODIS  Surface soil moisture  Random forest  Validation  
ESTIMATING IMPERVIOUS SURFACES OF GWADAR CITY BASED ON THE CHINESE MULTI-SOURCES REMOTE SENSING IMAGES 会议论文
IEEE International Symposium on Geoscience and Remote Sensing IGARSS, Valencia, SPAIN, 2018
Authors:  Jiaqi Zuo;  Jinhu Bian;  Ainong Li;  Guangbin Lei;  Zegen Wang
Adobe PDF(575Kb)  |  Favorite  |  View/Download:66/1  |  Submit date:2019/01/11
Impervious surface  Change detection  Time series  Random Forest  China-Pakistan Economic Corridor  
A MACHINE LEARNING METHOD TO CORRECT THE TERRAIN EFFECT ON LAND SURFACE TEMPERATURE IN MOUNTAINOUS AREAS 会议论文
IEEE International Symposium on Geoscience and Remote Sensing IGARSS, Valencia, SPAIN, 2018
Authors:  Wei Zhao;  Fengping Wen;  Ainong Li
Adobe PDF(646Kb)  |  Favorite  |  View/Download:50/1  |  Submit date:2019/01/11
Land surface temperature  terrain effect  random forest  MODIS  
Surface soil moisture relationship model construction based on random forest method 会议论文
2017 IEEE International Symposium of Geoscience and Remote Sensing (IGARSS),, Geoscience and Remote Sensing Symposium (IGARSS), 2017 IEEE International, Fort Worth, TX, USA, 23-28 July 2017
Authors:  Wei Zhao;  Ainong Li;  Pan Huang;  He Juelin;  Ma Xianming
Adobe PDF(308Kb)  |  Favorite  |  View/Download:89/1  |  Submit date:2018/01/04
Surface Soil Moisture  Random Forest  Amsr-e  Modis  Relationship Model  
Automatic recognition of loess landforms using Random Forest method 期刊论文
Journal of Mountain Science, 2017, 卷号: 14, 期号: 5, 页码: 885-897
Authors:  ZHAO Wu-fan;  XIONG Li-yang;  DING Hu;  TANG Guo-an
Adobe PDF(1985Kb)  |  Favorite  |  View/Download:29/0  |  Submit date:2017/06/21
Landform Recognition  Random Forest  Feature Fusion  Dem  Loess Landform