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Deep learning to estimate ocean subsurface salinity structure in the Indian Ocean using satellite observations
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2024, 页码: 13
作者:
Qi, Jifeng
;
Sun, Guimin
;
Xie, Bowen
;
Li, Delei
;
Yin, Baoshu
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/04/07
machine learning
convolutional neural network (CNN)
ocean subsurface salinity structure (OSSS)
Indian Ocean
satellite observations
Analysis of compound floods from storm surge and extreme precipitation in China
期刊论文
JOURNAL OF HYDROLOGY, 2023, 卷号: 627, 页码: 13
作者:
Feng, Jianlong
;
Li, Delei
;
Li, Yanxiao
;
Zhao, Liang
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/04/07
Compound flood
Storm surge
Extreme precipitation
China
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
  |  
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
Understanding the compound marine heatwave and low-chlorophyll extremes in the western Pacific Ocean
期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 13
作者:
Chen, Qiaojun
;
Li, Delei
;
Feng, Jianlong
;
Zhao, Liang
;
Qi, Jifeng
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/04/07
western Pacific Ocean
marine heatwaves
low-chlorophyll
compound extreme events
multi-scale variability
climate change
Sea surface salinity extremes over the global ocean
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2023, 卷号: 18, 期号: 11, 页码: 9
作者:
Liu, Hao
;
Xu, Tengfei
;
Li, Delei
;
Nie, Xunwei
;
Wei, Zexun
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/30
salinity extremes
salinity budget
freshwater fluxes
mesoscale eddies
stenohaline organisms
horizontal advection
ENSO
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
High-resolution, non-hydrostatic simulation of internal tides and solitary waves in the southern East China Sea
期刊论文
OCEAN MODELLING, 2023, 卷号: 181, 页码: 16
作者:
Min, Wenjia
;
Li, Qun
;
Xu, Zhenhua
;
Wang, Yang
;
Li, Delei
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/02/01
Internal solitary waves
Internal tides
MITgcm
The southern East China Sea
Changes in storm surges based on a bias-adjusted reconstruction dataset from 1900 to 2010
期刊论文
JOURNAL OF HYDROLOGY, 2023, 卷号: 617, 页码: 10
作者:
Feng, Jianlong
;
Li, Delei
;
Dang, Wen
;
Zhao, Liang
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/12/13
Storm surge
Climate change
Quantile delta mapping method
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:20/0
  |  
提交时间:2022/11/11
machine learning
ocean subsurface salinity structure
South China Sea
satellite remote sensing data
Variations and Environmental Controls of Primary Productivity in the Amundsen Sea
期刊论文
FRONTIERS IN MARINE SCIENCE, 2022, 卷号: 9, 页码: 15
作者:
Feng, Jianlong
;
Li, Delei
;
Zhang, Jing
;
Zhao, Liang
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/07/18
Amundsen Sea
primary productivity
bioregions
dissolved iron
climate change
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