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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  
Deciphering the contributions of spectral and structural data to wheat yield estimation from proximal sensing 期刊论文
CROP JOURNAL, 2022, 卷号: 10, 期号: 5, 页码: 1334-1345
作者:  Li, Qing;  Jin, Shichao;  Zang, Jingrong;  Wang, Xiao;  Sun, Zhuangzhuang;  Li, Ziyu;  Xu, Shan;  Ma, Qin;  Su, Yanjun;  Guo, Qinghua;  Jiang, Dong
Adobe PDF(3253Kb)  |  收藏  |  浏览/下载：9/0  |  提交时间：2024/03/07
LiDAR  Multispectral  Yield  Phenotype  Hyper-temporal  
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  
Evaluating maize phenotype dynamics under drought stress using terrestrial lidar 期刊论文
PLANT METHODS, 2019, 卷号: 15
作者:  Su, Yanjun;  Wu, Fangfang;  Ao, Zurui;  Jin, Shichao;  Qin, Feng;  Liu, Boxin;  Pang, Shuxin;  Liu, Lingli;  Guo, Qinghua
Adobe PDF(2545Kb)  |  收藏  |  浏览/下载：89/0  |  提交时间：2022/01/06
Maize  Phenotype  Lidar  Drought stress  
Armet, an aphid effector protein, induces pathogen resistance in plants by promoting the accumulation of salicylic acid 期刊论文
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2019, 卷号: 374, 期号: 1767
作者:  Cui, Na;  Lu, Hong;  Wang, Tianzuo;  Zhang, Wenhao;  Kang, Le;  Cui, Feng
Adobe PDF(878Kb)  |  收藏  |  浏览/下载：83/0  |  提交时间：2022/01/06
insect effector  Armet  salicylic acid  pathogen resistance  SAMT  SABP2  
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)  
Obstacles in the quantification of the cyclic electron flux around Photosystem I in leaves of C3 plants 期刊论文
PHOTOSYNTHESIS RESEARCH, 2016, 卷号: 129, 期号: 3, 页码: 239-251
作者:  Fan, Da-Yong;  Fitzpatrick, Duncan;  Oguchi, Riichi;  Ma, Weimin;  Kou, Jiancun;  Chow, Wah Soon
Adobe PDF(754Kb)  |  收藏  |  浏览/下载：75/0  |  提交时间：2022/07/08
Cyclic electron flux  Linear electron flux  Membrane inlet mass spectrometry  P700  Photosystem I  Photosystem II  
Linking individual-level functional traits to tree growth in a subtropical forest 期刊论文
ECOLOGY, 2016, 卷号: 97, 期号: 9, 页码: 2396-2405
作者:  Liu, Xiaojuan;  Swenson, Nathan G.;  Lin, Dunmei;  Mi, Xiangcheng;  Umana, Mara Natalia;  Schmid, Bernhard;  Ma, Keping
Adobe PDF(859Kb)  |  收藏  |  浏览/下载：74/0  |  提交时间：2022/07/08
cold season  functional traits  growth rate  long-term  neighborhood  short-term growth  soil nutrients  warm season  
Environmental conditions and genetic differentiation: what drives the divergence of coexisting Leymus chinensis ecotypes in a large-scale longitudinal gradient? 期刊论文
JOURNAL OF PLANT ECOLOGY, 2016, 卷号: 9, 期号: 5, 页码: 616-628
作者:  Yuan, Shan;  Guo, Chengyuan;  Ma, Linna;  Wang, Renzhong
Adobe PDF(1574Kb)  |  收藏  |  浏览/下载：71/0  |  提交时间：2022/07/08
genetic differentiation  large-scale gradient  microsatellites  phenotypic traits  Leymus chinensis ecotypes