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科研机构
海洋研究所 [20]
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期刊论文 [19]
学位论文 [1]
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2023 [3]
2022 [6]
2020 [1]
2018 [1]
2015 [1]
2014 [1]
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Limnology [2]
Oceanograp... [2]
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主要研究方向::海洋... [1]
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Estimation of the barrier layer thickness in the Indian Ocean based on hybrid neural network model
期刊论文
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2023, 卷号: 202, 页码: 14
作者:
Zhao, Yizhi
;
Qi, Jifeng
;
Zhu, Shanliang
;
Jia, Wentao
;
Gong, Xiang
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/04/07
Barrier layer thickness
Particle swarm optimization
Artificial neural networks
Hybrid models
Estimating thermohaline structures in the tropical Indian Ocean from surface parameters using an improved CNN model
期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 16
作者:
Qi, Jifeng
;
Xie, Bowen
;
Li, Delei
;
Chi, Jianwei
;
Yin, Baoshu
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/12/13
ocean thermohaline structure
satellite observations
machine learning
CNN
tropical Indian Ocean
A new automatic quality control system for ocean profile observations and impact on ocean warming estimate
期刊论文
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2023, 卷号: 194, 页码: 19
作者:
Tan, Zhetao
;
Cheng, Lijing
;
Gouretski, Viktor
;
Zhang, Bin
;
Wang, Yanjun
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浏览/下载:0/0
  |  
提交时间:2023/12/13
Quality control
Ocean observations
Temperature
Ocean heat content
Outlier
Climate
Satellite data-driven and knowledge-informed machine learning model for estimating global internal solitary wave speed
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 283, 页码: 16
作者:
Zhang, Xudong
;
Li, Xiaofeng
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  |  
浏览/下载:18/0
  |  
提交时间:2023/01/04
Internal solitary wave
Phase speed
Machine learning
Remote sensing
Reconstruction of Subsurface Salinity Structure in the South China Sea Using Satellite Observations: A LightGBM-Based Deep Forest Method
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 14, 页码: 19
作者:
Dong, Lin
;
Qi, Jifeng
;
Yin, Baoshu
;
Zhi, Hai
;
Li, Delei
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/11/11
machine learning
ocean subsurface salinity structure
South China Sea
satellite remote sensing data
Reconstruction of global surface ocean pCO(2) using region-specific predictors based on a stepwise FFNN regression algorithm
期刊论文
BIOGEOSCIENCES, 2022, 卷号: 19, 期号: 3, 页码: 845-859
作者:
Zhong, Guorong
;
Li, Xuegang
;
Song, Jinming
;
Qu, Baoxiao
;
Wang, Fan
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/04/12
A Deep Learning Model to Extract Ship Size From Sentinel-1 SAR Images
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 14
作者:
Ren, Yibin
;
Li, Xiaofeng
;
Xu, Huan
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浏览/下载:40/0
  |  
提交时间:2022/02/18
Marine vehicles
Radar polarimetry
Feature extraction
Synthetic aperture radar
Data mining
Radar imaging
Oceans
Custom loss function
deep learning (DL)
deep neural network (DNN) regression
ship size extraction
synthetic aperture radar (SAR) image
Tropical Cyclone Intensity Estimation From Geostationary Satellite Imagery Using Deep Convolutional Neural Networks
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:
Wang, Chong
;
Zheng, Gang
;
Li, Xiaofeng
;
Xu, Qing
;
Liu, Bin
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2022/02/18
Estimation
Ocean temperature
Clouds
Tropical cyclones
Cyclones
Training
Geostationary satellites
Convolutional neural network (CNN)
deep learning
remote sensing
tropical cyclone (TC)
The Fusion of Physical, Textural, and Morphological Information in SAR Imagery for Hurricane Wind Speed Retrieval Based on Deep Learning
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 13
作者:
Mu, Shanshan
;
Li, Xiaofeng
;
Wang, Haoyu
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/07/18
Hurricanes
Synthetic aperture radar
Wind speed
Radar polarimetry
Sea surface
Sea measurements
Data models
Deep learning
hurricane wind
synthetic aperture radar (SAR)
Estimating animal population size with very high-resolution satellite imagery
期刊论文
CONSERVATION BIOLOGY, 2020, 页码: 9
作者:
Zhao, Peng
;
Liu, Shuming
;
Zhou, Yi
;
Lynch, Tim
;
Lu, Wenhu
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2021/04/12
population distribution
population size
remote sensing
wildlife management
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