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Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data
期刊论文
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Xie, Bowen
;
Qi, Jifeng
;
Yang, Shuguo
;
Sun, Guimin
;
Feng, Zhongkun
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/04/07
sea surface temperature
deep learning
3D U-Net model
marine heat waves
South China Sea
multi-source data
Counteracting effects on ENSO induced by ocean chlorophyll interannual variability and tropical instability wave-scale perturbations in the tropical Pacific
期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2023, 页码: 18
作者:
Zhang, Rong-Hua
;
Tian, Feng
;
Shi, Qidong
;
Wang, Xiujun
;
Wu, Tongwen
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  |  
浏览/下载:2/0
  |  
提交时间:2024/04/07
Ocean chlorophyll
Bio-climate feedbacks
Interannual variability
Tropical instability waves
Counteracting effects
A hybrid coupled model
Predicting the Daily Sea Ice Concentration on a Subseasonal Scale of the Pan-Arctic During the Melting Season by a Deep Learning Model
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 15
作者:
Ren, Yibin
;
Li, Xiaofeng
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  |  
浏览/下载:1/0
  |  
提交时间:2023/12/13
Predictive models
Atmospheric modeling
Sea ice
Numerical models
Arctic
Ocean temperature
Data models
Deep learning
Pan-Arctic
physically constrained loss function
sea ice concentration (SIC) prediction
subseasonal scale
Estimation of turbulence parameters in the atmospheric boundary layer of the Bohai Sea, China, by coherent Doppler lidar and mesoscale model
期刊论文
OPTICS EXPRESS, 2022, 卷号: 30
作者:
Jin, Xiang
;
Song, Xiaoquan
;
Yang, Yawen
;
Wang, Mian
;
Shao, Shiyong
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  |  
浏览/下载:30/0
  |  
提交时间:2022/05/16
Multi-modal spatio-temporal meteorological forecasting with deep neural network
期刊论文
ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 页码: 14
作者:
Xinbang Zhang
;
Qizhao Jin
;
Tingzhao Yu
;
Shiming Xiang
;
Qiuming Kuang
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  |  
浏览/下载:19/0
  |  
提交时间:2022/07/01
Meterological forecasting
Deep learning
Neural architecture search
AutoML
Assessing the Impact of Wave-Current Interactions on Storm Surges and Waves during Cold Air Outbreaks in the Northern East China Sea
期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2021, 卷号: 9, 期号: 8, 页码: 27
作者:
Mo, Dongxue
;
Li, Jian
;
Hou, Yijun
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  |  
浏览/下载:28/0
  |  
提交时间:2021/11/30
wave-current interaction
storm surge
cold air outbreak
COAWST
coastal region
Assessment of the Forecast Skill of Multiphysics and Multistochastic Methods within the GRAPES Regional Ensemble Prediction System in the East Asian Monsoon Region
期刊论文
WEATHER AND FORECASTING, 2020, 卷号: 35, 期号: 3, 页码: 1145-1171
作者:
Xu, Zhizhen
;
Chen, Jing
;
Jin, Zheng
;
Li, Hongqi
;
Chen, Fajing
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  |  
浏览/下载:10/0
  |  
提交时间:2021/07/09
Operational forecasting
Probability forecasts
models
distribution
Ensembles
Model errors
Model evaluation
performance
Numerical weather prediction
forecasting
Evaluation on surface current observing network of high frequency ground wave radars in the Gulf of Thailand
会议论文
作者:
Yin, Xunqiang
;
Shi, Junqiang
;
Qiao, Fangli
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  |  
浏览/下载:9/0
  |  
提交时间:2019/08/19
Gulf of Thailand
High frequency radar
Observation system simulation experiment
Surface current
Evaluation on surface current observing network of high frequency ground wave radars in the Gulf of Thailand
期刊论文
OCEAN DYNAMICS, 2018, 卷号: 68, 期号: 4-5, 页码: 575-587
作者:
Yin, Xunqiang
;
Shi, Junqiang
;
Qiao, Fangli
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2018/12/07
Gulf of Thailand
High frequency radar
Observation system simulation experiment
Surface current
A simple analytical infiltration model for short-duration rainfall
期刊论文
JOURNAL OF HYDROLOGY, 2017, 卷号: 555, 页码: 141-154
作者:
Wang, Kaiwen
;
Yang, Xiaohua
;
Liu, Xiaomang
;
Liu, Changming
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  |  
浏览/下载:15/0
  |  
提交时间:2019/09/25
Analytical infiltration model
Short-duration rainfall
Infiltration range
Fluctuation caused by non-uniform initial water content
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