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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
Authors:
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)
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View/Download:12/0
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Submit date:2022/03/01
Classification
deep learning
LiDAR
phenotype
segmentation
structural components
An updated Vegetation Map of China (1:1000000)
期刊论文
SCIENCE BULLETIN, 2020, 卷号: 65, 期号: 13, 页码: 1125-1136
Authors:
Su, Yanjun
;
Guo, Qinghua
;
Hu, Tianyu
;
Guan, Hongcan
;
Jin, Shichao
;
An, Shazhou
;
Chen, Xuelin
;
Guo, Ke
;
Hao, Zhanqing
;
Hu, Yuanman
;
Huang, Yongmei
;
Jiang, Mingxi
;
Li, Jiaxiang
;
Li, Zhenji
;
Li, Xiankun
;
Li, Xiaowei
;
Liang, Cunzhu
;
Liu, Renlin
;
Liu, Qing
;
Ni, Hongwei
;
Peng, Shaolin
;
Shen, Zehao
;
Tang, Zhiyao
;
Tian, Xingjun
;
Wang, Xihua
;
Wang, Renqing
;
Xie, Zongqiang
;
Xie, Yingzhong
;
Xu, Xiaoniu
;
Yang, Xiaobo
;
Yang, Yongchuan
;
Yu, Lifei
;
Yue, Ming
;
Zhang, Feng
;
Ma, Keping
Adobe PDF(6509Kb)
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View/Download:17/0
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Submit date:2022/03/01
A Novel Framework to Automatically Fuse Multiplatform LiDAR Data in Forest Environments Based on Tree Locations
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 3, 页码: 2165-2177
Authors:
Guan, Hongcan
;
Su, Yanjun
;
Hu, Tianyu
;
Wang, Rui
;
Ma, Qin
;
Yang, Qiuli
;
Sun, Xiliang
;
Li, Yumei
;
Jin, Shichao
;
Zhang, Jing
;
Liu, Min
;
Wu, Fayun
;
Guo, Qinghua
Adobe PDF(12335Kb)
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View/Download:13/0
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Submit date:2022/03/01
Vegetation
Laser radar
Forestry
Tin
Three-dimensional displays
Unmanned aerial vehicles
Registers
Forest
multiplatform light detection and ranging (LiDAR)
registration
tree location
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
Authors:
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)
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View/Download:12/0
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Submit date:2022/03/01
Biomass
Phenotype
Machine learning
Terrestrial lidar
Precision agriculture
A marker-free method for registering multi-scan terrestrial laser scanning data in forest environments
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 卷号: 166, 页码: 82-94
Authors:
Guan, Hongcan
;
Su, Yanjun
;
Sun, Xiliang
;
Xu, Guangcai
;
Li, Wenkai
;
Ma, Qin
;
Wu, Xiaoyong
;
Wu, Jin
;
Liu, Lingli
;
Guo, Qinghua
Adobe PDF(11275Kb)
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View/Download:12/0
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Submit date:2022/03/01
Terrestrial laser scanning
Registration
Marker-free
Forest
An Object-Based Strategy for Improving the Accuracy of Spatiotemporal Satellite Imagery Fusion for Vegetation-Mapping Applications
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 24
Authors:
Guan, Hongcan
;
Su, Yanjun
;
Hu, Tianyu
;
Chen, Jin
;
Guo, Qinghua
Adobe PDF(10441Kb)
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View/Download:11/0
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Submit date:2022/01/06
spatiotemporal data fusion
object-based framework
similar pixel
vegetation mapping