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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
Application of deep learning in ecological resource research: Theories, methods, and challenges
期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2020, 卷号: 63, 期号: 10, 页码: 1457-1474
Authors:
Guo, Qinghua
;
Jin, Shichao
;
Li, Min
;
Yang, Qiuli
;
Xu, Kexin
;
Ju, Yuanzhen
;
Zhang, Jing
;
Xuan, Jing
;
Liu, Jin
;
Su, Yanjun
;
Xu, Qiang
;
Liu, Yu
Adobe PDF(4690Kb)
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Submit date:2022/03/01
Ecological resources
Deep learning
Neural network
Big data
Theory and tools
Application and challenge
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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Submit date:2022/03/01
Adaptive cylinder fitting
Diameter at breast height
LiBackpack
Point cloud slice
Point density
Transitional model
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
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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crown architecture
terrestrial laser scanning
climate variations
coordination
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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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
Terrestrial laser scanning-derived canopy interception index for predicting rainfall interception
期刊论文
ECOHYDROLOGY, 2020, 卷号: 13, 期号: 5
Authors:
Yu, Yue
;
Gao, Tian
;
Zhu, Jiaojun
;
Wei, Xiaohua
;
Guo, Qinghua
;
Su, Yanjun
;
Li, Yumei
;
Deng, Songqiu
;
Li, Mingcai
Adobe PDF(8063Kb)
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Submit date:2022/03/01
canopy interception index
dimensionless descriptor
rainfall interception
temperate forests
terrestrial laser scanning
Estimating aboveground biomass of the mangrove forests on northeast Hainan Island in China using an upscaling method from field plots, UAV-LiDAR data and Sentinel-2 imagery
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2020, 卷号: 85
Authors:
Wang, Dezhi
;
Wan, Bo
;
Liu, Jing
;
Su, Yanjun
;
Guo, Qinghua
;
Qiu, Penghua
;
Wu, Xincai
Adobe PDF(4656Kb)
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Submit date:2022/03/01
Mangroves
Aboveground biomass
UAV-LiDAR
Sentinel-2
Random forest
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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Terrestrial laser scanning
Registration
Marker-free
Forest