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Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach
期刊论文
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:
Qi, Jifeng
;
Zhang, Linlin
;
Yin, Baoshu
;
Li, Delei
;
Xie, Bowen
收藏
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浏览/下载:0/0
  |  
提交时间:2024/04/07
Ensemble machine learning model
Satellite observations
Ocean subsurface thermal structure
Pacific ocean
Estimation of Vegetation Leaf-Area-Index Dynamics from Multiple Satellite Products through Deep-Learning Method
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19, 页码: 17
作者:
Liu, Tian
;
Jin, Huaan
;
Li, Ainong
;
Fang, Hongliang
;
Wei, Dandan
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  |  
浏览/下载:16/0
  |  
提交时间:2022/12/28
time series
leaf-area index
long short-term memory
deep learning
AlgaeNet: A Deep-Learning Framework to Detect Floating Green Algae From Optical and SAR Imagery
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 2782-2796
作者:
Gao, Le
;
Li, Xiaofeng
;
Kong, Fanzhou
;
Yu, Rencheng
;
Guo, Yuan
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  |  
浏览/下载:25/0
  |  
提交时间:2022/07/18
Algae
MODIS
Synthetic aperture radar
Optical sensors
Optical imaging
Marine vehicles
Spatial resolution
Deep learning (DL)
green algae detection
satellite remote sensing
Composition analysis of ceramic raw materials using laser-induced breakdown spectroscopy and autoencoder neural network
期刊论文
ANALYTICAL METHODS, 2022, 卷号: 14, 期号: 13, 页码: 1320-1328
作者:
Lv ZJ(吕尊记)
;
Yu, Hongxia
;
Sun LX(孙兰香)
;
Zhang P(张鹏)
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  |  
浏览/下载:14/0
  |  
提交时间:2022/03/31
Bi-LSTM Model for Time Series Leaf Area Index Estimation Using Multiple Satellite Products
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Liu, Tian
;
Jin, Huaan
;
Xie, Xinyao
;
Fang, Hongliang
;
Wei, Dandan
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/11/02
Bidirectional long short-term memory (Bi-LSTM)
deep learning (DL)
leaf area index (LAI)
time series
Deep Learning-Based Monocular 3D Object Detection with Refinement of Depth Information
期刊论文
Sensors, 2022, 卷号: 22, 期号: 7, 页码: 20
作者:
H. N. Hu
;
M. Zhu
;
M. Y. Li and K. L. Chan
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浏览/下载:0/0
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提交时间:2023/06/14
Formalizing Parameter Constraints to Support Intelligent Geoprocessing: A SHACL-Based Method
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 9, 页码: 24
作者:
Hou, Zhi-Wei
;
Qin, Cheng-Zhi
;
Zhu, A-Xing
;
Wang, Yi-Jie
;
Liang, Peng
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  |  
浏览/下载:70/0
  |  
提交时间:2021/11/05
intelligent geoprocessing
parameter constraints
input data validation
formalization
heuristic evaluation
application context
Artificial neural networks combined multi-wavelength transmission spectrum feature extraction for sensitive identification of waterborne bacteria
期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2021, 卷号: 251
作者:
Feng, Chun
;
Zhao, Nanjing
;
Yin, Gaofang
;
Gan, Tingting
;
Yang, Ruifang
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  |  
浏览/下载:109/0
  |  
提交时间:2021/04/26
Bacterial species
Identification
Artificial neural networks
Multi-wavelength transmission spectrum
Generalized regression neural network
Back propagation neural network
A Neural-Network Based Spatial Resolution Downscaling Method for Soil Moisture: Case Study of Qinghai Province
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 8, 页码: 22
作者:
Lv, Aifeng
;
Zhang, Zhilin
;
Zhu, Hongchun
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  |  
浏览/下载:24/0
  |  
提交时间:2021/06/10
soil moisture
neural network
downscaling
microwave data
MODIS data
Fully convolutional network-based multi-output model for automatic segmentation of organs at risk in thorax
期刊论文
SCIENCE PROGRESS, 2021, 卷号: 104
作者:
Zhang, Jie
;
Yang, Yiwei
;
Shao, Kainan
;
Bai, Xue
;
Fang, Min
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  |  
浏览/下载:16/0
  |  
提交时间:2022/01/10
Fully convolutional network
multi-output architecture
organ at risk
automatic segmentation
thoracic radiotherapy
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