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Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 12, 页码: 5047-5060
Authors:  Ye, Chengming;  Li, Yao;  Cui, Peng;  Liang, Li;  Pirasteh, Saeid;  Marcato, Jose, Jr.;  Goncalves, Wesley Nunes;  Li, Jonathan
Adobe PDF(8947Kb)  |  Favorite  |  View/Download:86/1  |  Submit date:2020/04/02
Terrain factors  Feature extraction  Hyperspectral imaging  Deep learning  Support vector machines  Deep belief network (DBN)  deep learning  feature extraction  hyperspectral data  landslide  
Postearthquake Landslides Mapping From Landsat-8 Data for the 2015 Nepal Earthquake Using a Pixel-Based Change Detection Method 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 5, 页码: 1758-1768
Authors:  Zhao, Wei;  Li, Ainong;  Nan, Xi;  Zhang, Zhengjian;  Lei, Guangbin
Adobe PDF(1659Kb)  |  Favorite  |  View/Download:130/3  |  Submit date:2017/05/18
Change Detection  Landsat-8  Landslide  Nepal Earthquake  Remote Sensing  
Evaluating Spatial Representativeness of Station Observations for Remotely Sensed Leaf Area Index Products 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 卷号: 9, 期号: 7, 页码: 3267-3282
Authors:  Xu, Baodong;  Li, Jing;  Liu, Qinhuo;  Huete, Alfredo R.;  Yu, Qiang;  Zeng, Yelu;  Yin, Gaofei;  Zhao, Jing;  Yang, Le
Adobe PDF(1115Kb)  |  Favorite  |  View/Download:73/0  |  Submit date:2016/12/19
Chinese Ecosystem Research Network (Cern)  Continuous Leaf Area Index (Lai) Observations  Heterogeneity  Spatial Representativeness  Validation  
An Investigation Into the Feasibility of Using Passive Microwave Remote Sensing to Monitor Freeze/Thaw Erosion in China 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 卷号: 8, 期号: 9, 页码: 4460-4469
Authors:  Chai, Linna;  Zhang, Lixin;  Lv, Xiaoran;  Hao, Zhenguo;  Liu, Shuzhen
Adobe PDF(1572Kb)  |  Favorite  |  View/Download:87/1  |  Submit date:2016/02/17
Advanced Microwave Scanning Radiometer-earth Observing System (Eos) (Amsr-e)  Freeze/thaw  Passive Microwave Remote Sensing  Soil Erosion  
Surface Energy Fluxes Estimation Over the South Asia Subcontinent Through Assimilating MODIS/TERRA Satellite Data With In Situ Observations and GLDAS Product by SEBS Model 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2014, 卷号: 7, 期号: 9, 页码: 3704-3712
Authors:  Zhao, Wei;  Li, Ainong;  Deng, Wei
Adobe PDF(1485Kb)  |  Favorite  |  View/Download:244/3  |  Submit date:2014/09/09
Evapotranspiration (Et)  Modis  Sebs  South Asia  Surface Energy Fluxes