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Classification of hyperspectral images based on a convolutional neural network and spectral sensitivity 期刊论文
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2020, 卷号: 21, 期号: 3, 页码: 240-248
Authors:  Ye Cheng-ming;  Liu Xin;  Xu Hong;  Ren Shi-cong;  Li Yao;  Li Jonathan
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Hyperspectral imaging  Deep learning  Convolutional neural network (CNN)  Spectral sensitivity  TP751  
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:15/0  |  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  
Characterization of Combined Effects of Urban Built-Up and Vegetated Areas on Long-Term Urban Heat Islands in Beijing 期刊论文
CANADIAN JOURNAL OF REMOTE SENSING, 2019, 页码: DOI: 10.1080/07038992.2019.1644157
Authors:  Ye Chengming;  Chen Rui;  Li Yao;  Liu Tianqiang;  Diao Keli;  Li Jonathan
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The Community Land Model Version 5: Description of New Features, Benchmarking, and Impact of Forcing Uncertainty 期刊论文
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2019, 卷号: 11, 期号: 12, 页码: 4245-4287
Authors:  Lawrence David M.;  Fisher Rosie A.;  Koven Charles D.;  Oleson Keith W.;  Swenson Sean C.;  Bonan Gordon;  Collier Nathan;  Ghimire Bardan;  van Kampenhout Leo;  Kennedy Daniel;  Kluzek Erik;  Lawrence Peter J.;  Li Fang;  Li Hongyi;  Lombardozzi Danica;  Riley William J.;  Sacks William J.;  Shi Mingjie;  Vertenstein Mariana;  Wieder William R.;  Xu Chonggang;  Ali Ashehad A.;  Badger Andrew M.;  Bisht Gautam;  van den Broeke Michiel;  Brunke Michael A.;  Burns Sean P.;  Buzan Jonathan;  Clark Martyn;  Craig Anthony;  Dahlin Kyla;  Drewniak Beth;  Fisher Joshua B.;  Flanner Mark;  Fox Andrew M.;  Gentine Pierre;  Hoffman Forrest;  Keppel-Aleks Gretchen;  Knox Ryan;  Kumar Sanjiv;  Lenaerts Jan;  Leung L. Ruby;  Lipscomb William H.;  Lu Yaqiong;  Pandey Ashutosh;  Pelletier Jon D.;  Perket Justin;  Randerson James T.;  Ricciuto Daniel M.;  Sanderson Benjamin M.;  Slater Andrew;  Subin Zachary M.;  Tang Jinyun;  Thomas R. Quinn;  Martin Maria Val;  Zeng Xubin
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global land model  Earth System Modeling  carbon and nitrogen cycling  hydrology  benchmarking  
Intraspecific Trait Variation and Phenotypic Plasticity Mediate Alpine Plant Species Response to Climate Change 期刊论文
FRONTIERS IN PLANT SCIENCE, 2018, 卷号: 9, 页码: 1548
Authors:  Jonathan J. Henn;  Vanessa Buzzard;  Brian J. Enquist;  Aud H. Halbritter;  Kari Klanderud;  Brian S. Maitner;  Sean T. Michaletz;  Christine Pötsch;  Lorah Seltzer;  Richard J. Telford;  Yan Yang;  Li Zhang;  Vigdis Vandvik
Adobe PDF(1526Kb)  |  Favorite  |  View/Download:55/1  |  Submit date:2018/12/12
functional traits  phenotypic plasticity  alpine plants  climate change  Intraspecific variation  
Experimental approach for identifying building surface materials based on hyperspectral remote sensing imagery 期刊论文
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2017, 卷号: 18, 期号: 12, 页码: 984-990
Authors:  Ye, Cheng-ming;  Cui, Peng;  Pirasteh, Saied;  Li, Jonathan;  Li, Yao
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Building materials  Hyperspectral remote sensing (HRS)  Spectral recognition  Spectrum analysis  
GiT-based structural geologic feature analysis of the southern segment of Longmenshan fault zone for earthquake evidence 期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2016, 卷号: 13, 期号: 5, 页码: 906-916
Authors:  Ye Cheng-ming;  Cui Peng;  Pirasteh, Saied;  Li, Jonathan;  Meng Qingkai;  Bi Xiao-jia;  Zhang Jian-qiang
Adobe PDF(5207Kb)  |  Favorite  |  View/Download:128/1  |  Submit date:2016/04/29
Longmenshan Fault Zone  Geoinformation Technologies (Git)  Remote Sensing (Rs)  Earthquake  Crustal Movement