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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
Deciphering the high-quality genome sequence of coriander that causes controversial feelings
期刊论文
PLANT BIOTECHNOLOGY JOURNAL, 2020, 卷号: 18, 期号: 6, 页码: 1444-1456
Authors:
Song, Xiaoming
;
Wang, Jinpeng
;
Li, Nan
;
Yu, Jigao
;
Meng, Fanbo
;
Wei, Chendan
;
Liu, Chao
;
Chen, Wei
;
Nie, Fulei
;
Zhang, Zhikang
;
Gong, Ke
;
Li, Xinyu
;
Hu, Jingjing
;
Yang, Qihang
;
Li, Yuxian
;
Li, Chunjin
;
Feng, Shuyan
;
Guo, He
;
Yuan, Jiaqing
;
Pei, Qiaoying
;
Yu, Tong
;
Kang, Xi
;
Zhao, Wei
;
Lei, Tianyu
;
Sun, Pengchuan
;
Wang, Li
;
Ge, Weina
;
Guo, Di
;
Duan, Xueqian
;
Shen, Shaoqi
;
Cui, Chunlin
;
Yu, Ying
;
Xie, Yangqin
;
Zhang, Jin
;
Hou, Yue
;
Wang, Jianyu
;
Wang, Jinyu
;
Li, Xiu-Qing
;
Paterson, Andrew H.
;
Wang, Xiyin
Adobe PDF(13682Kb)
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Submit date:2022/03/01
De novo coriander genome
tetraploid
genome evolution
terpenoid biosynthesis pathway
RNA-Seq
metabolomics
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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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
Mapping the Global Mangrove Forest Aboveground Biomass Using Multisource Remote Sensing Data
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 10
Authors:
Hu, Tianyu
;
Zhang, YingYing
;
Su, Yanjun
;
Zheng, Yi
;
Lin, Guanghui
;
Guo, Qinghua
Adobe PDF(3278Kb)
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Submit date:2022/03/01
mangrove
LiDAR
random forest
GLAS
aboveground biomass
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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Submit date:2022/03/01
Biomass
Phenotype
Machine learning
Terrestrial lidar
Precision agriculture
A Point-Based Fully Convolutional Neural Network for Airborne LiDAR Ground Point Filtering in Forested Environments
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 卷号: 13, 页码: 3958-3974
Authors:
Jin, Shichao
;
Sun, Yanjun
;
Zhao, Xiaoqian
;
Hu, Tianyu
;
Guo, Qinghua
Adobe PDF(7633Kb)
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Submit date:2022/03/01
Digital terrain model (DTM)
deep learning
fully convolutional neural network (FCN)
ground filtering
light detection and ranging (LiDAR)
Large-Scale Geographical Variations and Climatic Controls on Crown Architecture Traits
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2020, 卷号: 125, 期号: 2
Authors:
Su, Yanjun
;
Hu, Tianyu
;
Wang, Yongcai
;
Li, Yumei
;
Dai, Jingyu
;
Liu, Hongyan
;
Jin, Shichao
;
Ma, Qin
;
Wu, Jin
;
Liu, Lingli
;
Fang, Jingyun
;
Guo, Qinghua
Adobe PDF(35082Kb)
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Submit date:2022/03/01
crown architecture
terrestrial laser scanning
climate variations
coordination
Drought-modulated allometric patterns of trees in semi-arid forests
期刊论文
COMMUNICATIONS BIOLOGY, 2020, 卷号: 3, 期号: 1
Authors:
Dai, Jingyu
;
Liu, Hongyan
;
Wang, Yongcai
;
Guo, Qinghua
;
Hu, Tianyu
;
Quine, Timothy
;
Green, Sophie
;
Hartmann, Henrik
;
Xu, Chongyang
;
Liu, Xu
;
Jiang, Zihan
Adobe PDF(4012Kb)
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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)
Retrieval of tree branch architecture attributes from terrestrial laser scan data using a Laplacian algorithm
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2020, 卷号: 284
Authors:
Li, Yumei
;
Su, Yanjun
;
Zhao, Xiaoxia
;
Yang, Mohan
;
Hu, Tianyu
;
Zhang, Jing
;
Liu, Jin
;
Liu, Min
;
Guo, Qinghua
Adobe PDF(4327Kb)
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Submit date:2022/03/01
Trunk architecture
Laplacian algorithm
Dijkstra algorithm
Terrestrial laser scan data
Simulated data