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Neural network guided interpolation for mapping canopy height of China's forests by integrating GEDI and ICESat-2 data 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 269
作者:  Liu, Xiaoqiang;  Su, Yanjun;  Hu, Tianyu;  Yang, Qiuli;  Liu, Bingbing;  Deng, Yufei;  Tang, Hao;  Tang, Zhiyao;  Fang, Jingyun;  Guo, Qinghua
Adobe PDF(6152Kb)  |  收藏  |  浏览/下载：33/0  |  提交时间：2024/03/07
Forest canopy height  GEDI  ICESat-2 ATLAS  Lidar  Spatial interpolation  Deep neural network  
Separating the Structural Components of Maize for Field Phenotyping Using Terrestrial LiDAR Data and Deep Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 4, 页码: 2644-2658
作者:  Jin, Shichao;  Su, Yanjun;  Gao, Shang;  Wu, Fangfang;  Ma, Qin;  Xu, Kexin;  Hu, Tianyu;  Liu, Jin;  Pang, Shuxin;  Guan, Hongcan;  Zhang, Jing;  Guo, Qinghua
Adobe PDF(14928Kb)  |  收藏  |  浏览/下载：130/0  |  提交时间：2022/03/01
Classification  deep learning  LiDAR  phenotype  segmentation  structural components  
Non-destructive estimation of field maize biomass using terrestrial lidar: an evaluation from plot level to individual leaf level 期刊论文
PLANT METHODS, 2020, 卷号: 16, 期号: 1
作者:  Jin, Shichao;  Su, Yanjun;  Song, Shilin;  Xu, Kexin;  Hu, Tianyu;  Yang, Qiuli;  Wu, Fangfang;  Xu, Guangcai;  Ma, Qin;  Guan, Hongcan;  Pang, Shuxin;  Li, Yumei;  Guo, Qinghua
Adobe PDF(4774Kb)  |  收藏  |  浏览/下载：89/0  |  提交时间：2022/03/01
Biomass  Phenotype  Machine learning  Terrestrial lidar  Precision agriculture  
A Point-Based Fully Convolutional Neural Network for Airborne LiDAR Ground Point Filtering in Forested Environments 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 卷号: 13, 页码: 3958-3974
作者:  Jin, Shichao;  Sun, Yanjun;  Zhao, Xiaoqian;  Hu, Tianyu;  Guo, Qinghua
Adobe PDF(7633Kb)  |  收藏  |  浏览/下载：85/0  |  提交时间：2022/03/01
Digital terrain model (DTM)  deep learning  fully convolutional neural network (FCN)  ground filtering  light detection and ranging (LiDAR)  
Application of deep learning in ecological resource research: Theories, methods, and challenges 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2020, 卷号: 63, 期号: 10, 页码: 1457-1474
作者:  Guo, Qinghua;  Jin, Shichao;  Li, Min;  Yang, Qiuli;  Xu, Kexin;  Ju, Yuanzhen;  Zhang, Jing;  Xuan, Jing;  Liu, Jin;  Su, Yanjun;  Xu, Qiang;  Liu, Yu
Adobe PDF(4690Kb)  |  收藏  |  浏览/下载：103/0  |  提交时间：2022/03/01
Ecological resources  Deep learning  Neural network  Big data  Theory and tools  Application and challenge  
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：77/0  |  提交时间：2022/02/25
deep learning  detection  classification  segmentation  phenotype  Lidar (light detection and ranging)  
Monitoring plant response to phenanthrene using the red edge of canopy hyperspectral reflectance 期刊论文
MARINE POLLUTION BULLETIN, 2014, 卷号: 86, 期号: 3, 页码: 332-341
作者:  Zhu;  L.H.;  Chen;  Z.X.;  Wang;  J.J.;  Ding J.Z.;  Yu;  Y.J.;  Li;  J.S.;  Xiao;  N.W.;  Jiang;  L.H.;  Zheng;  Y.R.
Adobe PDF(1834Kb)  |  收藏  |  浏览/下载：133/0  |  提交时间：2018/12/07
The dynamical models of activated sludge system: Stochastic cellular automaton and differential equations 期刊论文
International Journal of Biomathematics, 2012, 卷号: 5, 期号: 5, 页码: 125000489-1-15
作者:  Jinbao Liao;  Hui Lu;  Zhenqing Li*;  Xinzhu Meng;  Gö;  ran Englund
Adobe PDF(577Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2018/12/07
Integrative study on proteomics, molecular physiology and genetics reveals an accumulation of cyclophilin-like protein, TaCYP20-2, leads to increase of Rht protein and dwarf in a novel GA-insensitive mutant (gaid) in wheat 期刊论文
JOURNAL OF PROTEOME RESEARCH, 2010, 卷号: 9, 期号: 8, 页码: 4242–4253
作者:  Beibei Li;  Wenzhong Xu;  Yunyuan Xu;  Yuanyuan Zhang;  Tai Wang;  Yue Bai1;  Chenggui Han;  Aimin Zhang;  Zhihong Xu;  Kang Chong
Adobe PDF(1172Kb)  |  收藏  |  浏览/下载：130/0  |  提交时间：2018/12/07
Artemisinin biosynthesis in growing plants of Artemisia annua. A 13CO2 study 期刊论文
PHYTOCHEMISTRY, 2010, 卷号: 71, 期号: 1, 页码: 179–187
作者:  Nicholas Schramek;  Huahong Wang;  Werner Rö;  misch-Margl;  Birgit Keil;  Tanja Radykewicz;  Bernhard Winzenhö;  rlein;  Ludger Beerhues;  Adelbert Bacher;  Felix Rohdich;  Jonathan Gershenzon;  Benye Liu;  Wolfgan
Adobe PDF(538Kb)  |  收藏  |  浏览/下载：130/0  |  提交时间：2018/12/05