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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:10/0  |  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:10/0  |  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: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  
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  
Forest biomass carbon sinks in East Asia, with special reference to the relative contributions of forest expansion and forest growth 期刊论文
GLOBAL CHANGE BIOLOGY, 2014, 卷号: 20, 期号: 6, 页码: 2019-2030
作者:  Fang Jingyun;  Guo Zhaodi;  Hu Huifeng;  Kato Tomomichi;  Muraoka Hiroyuki;  Son Yowhan
Adobe PDF(254Kb)  |  收藏  |  浏览/下载:120/0  |  提交时间:2018/12/07
Increasing biomass carbon stocks in trees outside forests in China over the last three decades 期刊论文
Biogeosciences, 2014, 卷号: 11, 期号: 15, 页码: 4115-4122
作者:  Guo ZD;  Hu Huifeng;  Pan Yude;  Birdsey RA;  Fang Jingyun
Adobe PDF(3776Kb)  |  收藏  |  浏览/下载:122/0  |  提交时间:2018/12/07
Estimating canopy characteristics of Inner Mongolia's grasslands from field spectrometry 期刊论文
Remote Sensing, 2014, 卷号: 6, 期号: 3, 页码: 2239-2254
作者:  Zhang Feng;  Ranjeet John;  Zhou Guangsheng;  Shao Changliang;  Chen Jiquan
Adobe PDF(578Kb)  |  收藏  |  浏览/下载:138/0  |  提交时间:2018/12/07
Spatial variation of net radiation and its contribution to energy balance closures in grassland ecosystems 期刊论文
Ecological Processes, 2014, 卷号: 3, 期号: -, 页码: 7
作者:  Changliang Shao;  Linghao Li;  Gang Dong;  Jiquan Chen
Adobe PDF(830Kb)  |  收藏  |  浏览/下载:139/0  |  提交时间:2018/12/05
Differential Analysis of Proteomes and Metabolomes Reveals Additively Balanced Networking for Metabolism in Maize Heterosis 期刊论文
JOURNAL OF PROTEOME RESEARCH, 2014, 卷号: 13, 期号: 9, 页码: 3987−4001
作者:  Zizhang Wang;  Zhen Xue;  Tai Wang
Adobe PDF(2622Kb)  |  收藏  |  浏览/下载:117/0  |  提交时间:2018/12/07