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Automatic segmentation of stem and leaf components and individual maize plants in field terrestrial LiDAR data using convolutional neural networks 期刊论文
CROP JOURNAL, 2022, 卷号: 10, 期号: 5, 页码: 1239-1250
作者:  Ao, Zurui;  Wu, Fangfang;  Hu, Saihan;  Sun, Ying;  Guo, Yanjun;  Guo, Qinghua;  Xin, Qinchuan
Adobe PDF(2926Kb)  |  收藏  |  浏览/下载：9/0  |  提交时间：2024/03/07
Terrestrial LiDAR Phenotype  Organ segmentation  Convolutional neural networks  
Proximal and remote sensing in plant phenomics: 20 years of progress, challenges, and perspectives 期刊论文
PLANT COMMUNICATIONS, 2022, 卷号: 3, 期号: 6
作者:  Tao, Haiyu;  Xu, Shan;  Tian, Yongchao;  Li, Zhaofeng;  Ge, Yan;  Zhang, Jiaoping;  Wang, Yu;  Zhou, Guodong;  Deng, Xiong;  Zhang, Ze;  Ding, Yanfeng;  Jiang, Dong;  Guo, Qinghua;  Jin, Shichao
Adobe PDF(24106Kb)  |  收藏  |  浏览/下载：8/0  |  提交时间：2024/03/07
plant phenomics  remote sensing  phenotyping  phenotypic traits  multi-omics  breeding  precision cultivation  
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：128/0  |  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：87/0  |  提交时间：2022/03/01
Biomass  Phenotype  Machine learning  Terrestrial lidar  Precision agriculture  
Stem-Leaf Segmentation and Phenotypic Trait Extraction of Individual Maize Using Terrestrial LiDAR Data 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 3, 页码: 1336-1346
作者:  Jin, Shichao;  Su, Yanjun;  Wu, Fangfang;  Pang, Shuxin;  Gao, Shang;  Hu, Tianyu;  Liu, Jin;  Guo, Qinghua
Adobe PDF(7737Kb)  |  收藏  |  浏览/下载：105/0  |  提交时间：2022/01/06
Light detection and ranging (LiDAR)  phenotypic traits  regional growth  segmentation  skeleton  
Carbon and Nitrogen Storage in Inner Mongolian Grasslands: Relationships with Climate and Soil Texture 期刊论文
PEDOSPHERE, 2014, 卷号: 24, 期号: 3, 页码: 391-398
作者:  He Nian-Peng;  Wang Ruo-Meng;  Zhang Yun-Hai;  Chen Quan-Sheng
Adobe PDF(327Kb)  |  收藏  |  浏览/下载：47/0  |  提交时间：2023/03/30
mean annual precipitation  mean annual temperature  native grassland  particle-size fraction  soil organic matter