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中国科学院植物研究所机构知识库
Knowledge Management System Of Institute Of Botany,CAS
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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)
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浏览/下载:10/0
  |  
提交时间:2024/03/07
Terrestrial LiDAR Phenotype
Organ segmentation
Convolutional neural networks
Loess Landslide Detection Using Object Detection Algorithms in Northwest China
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 5
作者:
Ju, Yuanzhen
;
Xu, Qiang
;
Jin, Shichao
;
Li, Weile
;
Su, Yanjun
;
Dong, Xiujun
;
Guo, Qinghua
Adobe PDF(11451Kb)
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浏览/下载:10/0
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提交时间:2024/03/07
loess landslide
google earth image
deep learning
automatic identification
object detection
One-Class Remote Sensing Classification From Positive and Unlabeled Background Data
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 730-746
作者:
Li, Wenkai
;
Guo, Qinghua
;
Elkan, Charles
Adobe PDF(11598Kb)
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浏览/下载:72/0
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提交时间:2023/02/24
Training
Remote sensing
Classification algorithms
Mathematical model
Support vector machines
Data models
Prediction algorithms
Case-control sampling
labeled and unlabeled data
one-class classification
positive and background learning with constraints (PBLC)
remote sensing
The Potential of Mapping Grassland Plant Diversity with the Links among Spectral Diversity, Functional Trait Diversity, and Species Diversity
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 15
作者:
Zhao, Yujin
;
Sun, Yihan
;
Chen, Wenhe
;
Zhao, Yanping
;
Liu, Xiaoliang
;
Bai, Yongfei
Adobe PDF(5826Kb)
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浏览/下载:65/0
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提交时间:2023/02/24
grassland
biodiversity
remote sensing
functional trait
spectral diversity
imaging spectroscopy
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
作者:
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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浏览/下载:86/0
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提交时间:2022/03/01
Terrestrial laser scanning
Registration
Marker-free
Forest
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
作者:
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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浏览/下载:100/0
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提交时间:2022/03/01
Ecological resources
Deep learning
Neural network
Big data
Theory and tools
Application and challenge
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
作者:
Guan, Hongcan
;
Su, Yanjun
;
Hu, Tianyu
;
Chen, Jin
;
Guo, Qinghua
Adobe PDF(10441Kb)
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浏览/下载:93/0
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提交时间:2022/01/06
spatiotemporal data fusion
object-based framework
similar pixel
vegetation mapping
Landscape-level vegetation classification and fractional woody and herbaceous vegetation cover estimation over the dryland ecosystems by unmanned aerial vehicle platform
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2019, 卷号: 278
作者:
Wang, Haozhou
;
Han, Dong
;
Mu, Yue
;
Jiang, Lina
;
Yao, Xueling
;
Bai, Yongfei
;
Lu, Qi
;
Wang, Feng
Adobe PDF(10642Kb)
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收藏
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浏览/下载:105/0
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提交时间:2022/01/06
Dryland vegetation
Machine learning
Decision tree model
Digital orthophoto map
Otindag sandy land
Semi-arid ecosystem
Classification and regression tree (CART)
Artificial Mangrove Species Mapping Using Pleiades-1: An Evaluation of Pixel-Based and Object-Based Classifications with Selected Machine Learning Algorithms
期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 2
作者:
Wang, Dezhi
;
Wan, Bo
;
Qiu, Penghua
;
Su, Yanjun
;
Guo, Qinghua
;
Wu, Xincai
Adobe PDF(2967Kb)
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收藏
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浏览/下载:89/0
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提交时间:2022/02/25
artificial mangrove
object-based
pixel-based
decision tree
random forest
support vector machine
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)
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收藏
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浏览/下载:77/0
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提交时间:2022/02/25
deep learning
detection
classification
segmentation
phenotype
Lidar (light detection and ranging)