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Deep Learning: Individual Maize Segmentation From Terrestrial Lidar Data Using Faster R-CNN and Regional Growth Algorithms 期刊论文
FRONTIERS IN PLANT SCIENCE, 2018, 卷号: 9
作者:  Jin, Shichao;  Su, Yanjun;  Gao, Shang;  Wu, Fangfang;  Hu, Tianyu;  Liu, Jin;  Li, Wankai;  Wang, Dingchang;  Chen, Shaojiang;  Jiang, Yuanxi;  Pang, Shuxin;  Guo, Qinghua
Adobe PDF(2278Kb)  |  收藏  |  浏览/下载：80/0  |  提交时间：2022/02/25
deep learning  detection  classification  segmentation  phenotype  Lidar (light detection and ranging)  
An Ensemble of Classifiers Based on Positive and Unlabeled Data in One-Class Remote Sensing Classification 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 卷号: 11, 期号: 2, 页码: 572-584
作者:  Liu, Ran;  Li, Wenkai;  Liu, Xiaoping;  Lu, Xingcheng;  Li, Tianhong;  Guo, Qinghua
Adobe PDF(9506Kb)  |  收藏  |  浏览/下载：80/0  |  提交时间：2022/02/25
Classifier ensemble  one-class classification  positive and unlabeled learning (PUL)  weighted average  weighted vote  
Crop 3D-a LiDAR based platform for 3D high-throughput crop phenotyping 期刊论文
SCIENCE CHINA-LIFE SCIENCES, 2018, 卷号: 61, 期号: 3, 页码: 328-339
作者:  Guo, Qinghua;  Wu, Fangfang;  Pang, Shuxin;  Zhao, Xiaoqian;  Chen, Linhai;  Liu, Jin;  Xue, Baolin;  Xu, Guangcai;  Li, Le;  Jing, Haichun;  Chu, Chengcai
Adobe PDF(5850Kb)  |  收藏  |  浏览/下载：118/0  |  提交时间：2022/02/25
crop breeding  phenotypic traits  data fusion  LiDAR  high-throughput  integrated platform  
One-class remote sensing classification: one-class vs. binary classifiers 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2018, 卷号: 39, 期号: 6, 页码: 1890-1910
作者:  Deng, Xueqing;  Li, Wenkai;  Liu, Xiaoping;  Guo, Qinghua;  Newsam, Shawn
Adobe PDF(7030Kb)  |  收藏  |  浏览/下载：81/0  |  提交时间：2022/02/25
VBRT: A novel voxel-based radiative transfer model for heterogeneous three-dimensional forest scenes 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 206, 页码: 318-335
作者:  Li, Wenkai;  Guo, Qinghua;  Tao, Shengli;  Su, Yanjun
Adobe PDF(4544Kb)  |  收藏  |  浏览/下载：111/0  |  提交时间：2022/02/25
Radiative transfer (RT)  Monte Carlo path tracing  Voxel  High performance computing (HPC)  Light detection and ranging (LiDAR)  
Evaluating the uncertainty of Landsat-derived vegetation indices in quantifying forest fuel treatments using bi-temporal LiDAR data 期刊论文
ECOLOGICAL INDICATORS, 2018, 卷号: 95, 页码: 298-310
作者:  Ma, Qin;  Su, Yanjun;  Luo, Laiping;  Li, Le;  Kelly, Maggi;  Guo, Qinghua
Adobe PDF(3094Kb)  |  收藏  |  浏览/下载：92/0  |  提交时间：2022/02/25
Forest fuel treatment  Vegetation index  Aboveground biomass  LiDAR  
A Comparison of LiDAR Filtering Algorithms in Vegetated Mountain Areas 期刊论文
CANADIAN JOURNAL OF REMOTE SENSING, 2018, 卷号: 44, 期号: 4, 页码: 287-298
作者:  Zhao, Xiaoqian;  Su, Yanjun;  Li, WenKai;  Hu, Tianyu;  Liu, Jin;  Guo, Qinghua
Adobe PDF(1687Kb)  |  收藏  |  浏览/下载：101/0  |  提交时间：2022/02/25
Retrieving 2-D Leaf Angle Distributions for Deciduous Trees From Terrestrial Laser Scanner Data 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 8, 页码: 4945-4955
作者:  Li, Yumei;  Su, Yanjun;  Hu, Tianyu;  Xu, Guangcai;  Guo, Qinghua
Adobe PDF(4675Kb)  |  收藏  |  浏览/下载：82/0  |  提交时间：2022/02/25
Beta-distribution model  leaf azimuthal angle  leaf inclination angle  projection coefficient model  terrestrial laser scanner (TLS)  
Global importance of large-diameter trees 期刊论文
GLOBAL ECOLOGY AND BIOGEOGRAPHY, 2018, 卷号: 27, 期号: 7, 页码: 849-864
作者:  Lutz, James A.;  Furniss, Tucker J.;  Johnson, Daniel J.;  Davies, Stuart J.;  Allen, David;  Alonso, Alfonso;  Anderson-Teixeira, Kristina J.;  Andrade, Ana;  Baltzer, Jennifer;  Becker, Kendall M. L.;  Blomdahl, Erika M.;  Bourg, Norman A.;  Bunyavejchewin, Sarayudh;  Burslem, David F. R. P.;  Cansler, C. Alina;  Cao, Ke;  Cao, Min;  Cardenas, Dairon;  Chang, Li-Wan;  Chao, Kuo-Jung;  Chao, Wei-Chun;  Chiang, Jyh-Min;  Chu, Chengjin;  Chuyong, George B.;  Clay, Keith;  Condit, Richard;  Cordell, Susan;  Dattaraja, Handanakere S.;  Duque, Alvaro;  Ewango, Corneille E. N.;  Fischer, Gunter A.;  Fletcher, Christine;  Freund, James A.;  Giardina, Christian;  Germain, Sara J.;  Gilbert, Gregory S.;  Hao, Zhanqing;  Hart, Terese;  Hau, Billy C. H.;  He, Fangliang;  Hector, Andrew;  Howe, Robert W.;  Hsieh, Chang-Fu;  Hu, Yue-Hua;  Hubbell, Stephen P.;  Inman-Narahari, Faith M.;  Itoh, Akira;  Janik, David;  Kassim, Abdul Rahman;  Kenfack, David;  Korte, Lisa;  Kral, Kamil;  Larson, Andrew J.;  Li, YiDe;  Lin, Yiching;  Liu, Shirong;  Lum, Shawn;  Ma, Keping;  Makana, Jean-Remy;  Malhi, Yadvinder;  McMahon, Sean M.;  McShea, William J.;  Memiaghe, Herve R.;  Mi, Xiangcheng;  Morecroft, Michael;  Musili, Paul M.;  Myers, Jonathan A.;  Novotny, Vojtech;  de Oliveira, Alexandre;  Ong, Perry;  Orwig, David A.;  Ostertag, Rebecca;  Parker, Geoffrey G.;  Patankar, Rajit;  Phillips, Richard P.;  Reynolds, Glen;  Sack, Lawren;  Song, Guo-Zhang M.;  Su, Sheng-Hsin;  Sukumar, Raman;  Sun, I-Fang;  Suresh, Hebbalalu S.;  Swanson, Mark E.;  Tan, Sylvester;  Thomas, Duncan W.;  Thompson, Jill;  Uriarte, Maria;  Valencia, Renato;  Vicentini, Alberto;  Vrska, Tomas;  Wang, Xugao;  Weiblen, George D.;  Wolf, Amy;  Wu, Shu-Hui;  Xu, Han;  Yamakura, Takuo;  Yap, Sandra;  Zimmerman, Jess K.
Adobe PDF(3066Kb)  |  收藏  |  浏览/下载：158/0  |  提交时间：2022/02/25
forest biomass  forest structure  large-diameter trees  latitudinal gradient  resource inequality  Smithsonian ForestGEO