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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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Submit date:2022/03/01
Classification
deep learning
LiDAR
phenotype
segmentation
structural components
Accuracy assessment and error analysis for diameter at breast height measurement of trees obtained using a novel backpack LiDAR system
期刊论文
FOREST ECOSYSTEMS, 2020, 卷号: 7, 期号: 1
Authors:
Xie, Yuyang
;
Zhang, Jie
;
Chen, Xiangwu
;
Pang, Shuxin
;
Zeng, Hui
;
Shen, Zehao
Adobe PDF(1254Kb)
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View/Download:8/0
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Submit date:2022/03/01
Adaptive cylinder fitting
Diameter at breast height
LiBackpack
Point cloud slice
Point density
Transitional model
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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Submit date:2022/03/01
Terrestrial laser scanning
Registration
Marker-free
Forest
An efficient TILLING platform for cultivated tobacco
期刊论文
JOURNAL OF INTEGRATIVE PLANT BIOLOGY, 2020, 卷号: 62, 期号: 2, 页码: 165-180
Authors:
Gao, Yu-Long
;
Yao, Xue-Feng
;
Li, Wen-Zheng
;
Song, Zhong-Bang
;
Wang, Bing-Wu
;
Wu, Yu-Ping
;
Shi, Jun-Li
;
Liu, Guan-Shan
;
Li, Yong-Ping
;
Liu, Chun-Ming
Adobe PDF(689Kb)
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Submit date:2022/03/01
Estimation of degraded grassland aboveground biomass using machine learning methods from terrestrial laser scanning data
期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 108
Authors:
Xu, Kexin
;
Su, Yanjun
;
Liu, Jin
;
Hu, Tianyu
;
Jin, Shichao
;
Ma, Qin
;
Zhai, Qiuping
;
Wang, Rui
;
Zhang, Jing
;
Li, Yumei
;
Liu, Hon An
;
Guo, Qinghua
Adobe PDF(4794Kb)
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Submit date:2022/03/01
Aboveground biomass (AGB)
Degraded grassland
Machine learning
Northern agro-pastoral ecotone
Terrestrial laser scanning (TLS)
Evaluating maize phenotype dynamics under drought stress using terrestrial lidar
期刊论文
PLANT METHODS, 2019, 卷号: 15
Authors:
Su, Yanjun
;
Wu, Fangfang
;
Ao, Zurui
;
Jin, Shichao
;
Qin, Feng
;
Liu, Boxin
;
Pang, Shuxin
;
Liu, Lingli
;
Guo, Qinghua
Adobe PDF(2545Kb)
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View/Download:12/0
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Submit date:2022/01/06
Maize
Phenotype
Lidar
Drought stress
The Influence of Vegetation Characteristics on Individual Tree Segmentation Methods with Airborne LiDAR Data
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 23
Authors:
Yang, Qiuli
;
Su, Yanjun
;
Jin, Shichao
;
Kelly, Maggi
;
Hu, Tianyu
;
Ma, Qin
;
Li, Yumei
;
Song, Shilin
;
Zhang, Jing
;
Xu, Guangcai
;
Wei, Jianxin
;
Guo, Qinghua
Adobe PDF(6208Kb)
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Submit date:2022/01/06
individual segmentation method
leaf area index
canopy cover
tree density
coefficient of variation of tree height
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
Authors:
Jin, Shichao
;
Su, Yanjun
;
Wu, Fangfang
;
Pang, Shuxin
;
Gao, Shang
;
Hu, Tianyu
;
Liu, Jin
;
Guo, Qinghua
Adobe PDF(7737Kb)
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View/Download:15/0
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Submit date:2022/01/06
Light detection and ranging (LiDAR)
phenotypic traits
regional growth
segmentation
skeleton
Soil physical and chemical properties in response to long-term cattle grazing on sloped rough fescue grassland in the foothills of the Rocky Mountains, Alberta
期刊论文
GEODERMA, 2019, 卷号: 346, 页码: 75-83
Authors:
Zhang, Bin
;
Beck, Ryan
;
Pan, Qingmin
;
Zhao, Mengli
;
Hao, Xiying
Adobe PDF(706Kb)
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Submit date:2022/01/06
Slope position
Soil hydraulic properties
HYPROP system
Soil moisture retention curve
S-index
A Comparison of LiDAR Filtering Algorithms in Vegetated Mountain Areas
期刊论文
CANADIAN JOURNAL OF REMOTE SENSING, 2018, 卷号: 44, 期号: 4, 页码: 287-298
Authors:
Zhao, Xiaoqian
;
Su, Yanjun
;
Li, WenKai
;
Hu, Tianyu
;
Liu, Jin
;
Guo, Qinghua
Adobe PDF(1687Kb)
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Submit date:2022/02/25