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科研机构
植物研究所 [14]
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期刊论文 [14]
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2023 [1]
2022 [2]
2020 [2]
2019 [2]
2018 [4]
2017 [2]
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Environmen... [5]
Geoscience... [4]
Meteorolog... [3]
Plant Scie... [3]
Remote Sen... [3]
Ecology [2]
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Mapping Chinese annual gross primary productivity with eddy covariance measurements and machine learning
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 卷号: 857
作者:
Zhu, Xian-Jin
;
Yu, Gui-Rui
;
Chen, Zhi
;
Zhang, Wei-Kang
;
Han, Lang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/03/07
Carbon cycle
Climate change
Eddy covariance
Terrestrial ecosystem
Machine learning
Scale extension
Spatiotemporal Pattern of Ecosystem Respiration in China Estimated by Integration of Machine Learning With Ecological Understanding
期刊论文
GLOBAL BIOGEOCHEMICAL CYCLES, 2022, 卷号: 36, 期号: 11
作者:
Han, Lang
;
Yu, Gui-Rui
;
Chen, Zhi
;
Zhu, Xian-Jin
;
Zhang, Wei-Kang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/03/07
ecosystem respiration
eddy covariance
terrestrial ecosystem
machine learning
substrate
scale extension
Shift in controlling factors of carbon stocks across biomes on the Qinghai-Tibetan Plateau
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2022, 卷号: 17, 期号: 7
作者:
Han, Daorui
;
Hu, Zhongmin
;
Wang, Xuhui
;
Wang, Tao
;
Chen, Anping
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/03/07
Qinghai-Tibetan Plateau
SOC mapping
machine learning algorithms
driving factors
uncertainties
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
作者:
Jin, Shichao
;
Su, Yanjun
;
Song, Shilin
;
Xu, Kexin
;
Hu, Tianyu
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/03/01
Biomass
Phenotype
Machine learning
Terrestrial lidar
Precision agriculture
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
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/03/01
Ecological resources
Deep learning
Neural network
Big data
Theory and tools
Application and challenge
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
收藏
  |  
浏览/下载:7/0
  |  
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)
Global soil-climate-biome diagram: linking surface soil properties to climate and biota
期刊论文
BIOGEOSCIENCES, 2019, 卷号: 16, 期号: 14, 页码: 2857-2871
作者:
Zhao, Xia
;
Yang, Yuanhe
;
Shen, Haihua
;
Geng, Xiaoqing
;
Fang, Jingyun
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2022/01/06
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
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/02/25
deep learning
detection
classification
segmentation
phenotype
Lidar (light detection and ranging)
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
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2022/02/25
artificial mangrove
object-based
pixel-based
decision tree
random forest
support vector machine
An Ensemble of Classifiers Based on Positive and Unlabeled Data in One-Class Remote Sensing Classification
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 卷号: 11, 期号: 2, 页码: 572-584
作者:
Liu, Ran
;
Li, Wenkai
;
Liu, Xiaoping
;
Lu, Xingcheng
;
Li, Tianhong
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2022/02/25
Classifier ensemble
one-class classification
positive and unlabeled learning (PUL)
weighted average
weighted vote
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