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Tropical cyclone intensity forecasting using model knowledge guided deep learning model
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2024, 卷号: 19, 期号: 2, 页码: 10
作者:
Wang, Chong
;
Li, Xiaofeng
;
Zheng, Gang
收藏
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浏览/下载:0/0
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提交时间:2024/04/07
tropical cyclone intensity forecast
deep learning
model knowledge
SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 1299-1314
作者:
Jin, Qizhao
;
Zhang, Xinbang
;
Xiao, Xinyu
;
Wang, Ying
;
Meng, Gaofeng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/02/21
Data mining
multimodal knowledge discovery
precipitation nowcasting
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
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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
Effects of Wind Stress Uncertainty on Short-Term Prediction of the Kuroshio Extension State Transition Process
期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 12, 页码: 2751-2771
作者:
Zhang, Hui
;
Wang, Qiang
;
Mu, Mu
;
Zhang, Kun
;
Geng, Yu
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浏览/下载:0/0
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提交时间:2024/04/07
Wind
Forecast verification/skill
Numerical weather prediction/forecasting
Mesoscale models
Evaluation of the performance of the latest WRF model (V4.5) in simulating surface elements and its sensitivity to the diurnal SST cycle in the South China Sea
期刊论文
CLIMATE DYNAMICS, 2023, 页码: 18
作者:
Shi, Rui
;
Chen, Ju
;
He, Yunkai
;
Song, Wei
;
Li, Daning
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  |  
浏览/下载:5/0
  |  
提交时间:2023/12/12
WRF model
Surface scheme
Model performance
South China Sea
Seasonal variability of eddy kinetic energy in the Banda Sea revealed by an ocean model: An energy budget perspective
期刊论文
DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY, 2023, 卷号: 211, 页码: 16
作者:
Hao, Zhanjiu
;
Xu, Zhenhua
;
Feng, Ming
;
Zhang, Peiwen
;
You, Jia
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浏览/下载:2/0
  |  
提交时间:2024/04/07
Mesoscale eddy
Banda Sea
Seasonal variability
Monsoon
Indonesian Throughflow
Satellite Observations and a Numerical Study of Recurring Atmospheric Gravity Waves Along the South China Sea Coast
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2023, 卷号: 128, 期号: 16, 页码: 23
作者:
Liu, Aiyue
;
Shen, Dongliang
;
Li, Xiaofeng
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浏览/下载:2/0
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提交时间:2023/12/13
the WRF model simulation
atmospheric gravity waves
satellite observations
Modeling the Sea Level Response of the Northern East China Sea to Different Types of Extratropical Cyclones
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2023, 卷号: 128, 期号: 2, 页码: 30
作者:
Mo, Dongxue
;
Li, Jian
;
Hou, Yijun
;
Hu, Po
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  |  
浏览/下载:0/0
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提交时间:2023/12/13
storm surge
extratropical cyclone
coastal trapped wave
tide-surge-wave
COAWST
Data assimilation in a regional high-resolution ocean model by using Ensemble Adjustment Kalman Filter and its application during 2020 cold spell event over Asia-Pacific region
期刊论文
APPLIED OCEAN RESEARCH, 2022, 卷号: 129, 页码: 17
作者:
Xu, Minjie
;
Wang, Yuzhe
;
Zhang, Jicai
;
Yang, Dezhou
;
Yin, Xunqiang
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/01/04
Data assimilation
High-resolution ocean model
Ensemble adjustment kalman filter
Cold spell event
Comprehensive Satellite Observations and a Numerical Study of a Wintertime Shallow Sea Smoke Event in the Yellow Sea
期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2022, 卷号: 79, 期号: 12, 页码: 3163-3179
作者:
Li, Xiaofeng
;
Shen, Dongliang
;
Zheng, Gang
;
Zhou, Lizhang
;
Liu, Aiyue
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/12/13
Atmosphere-ocean interaction
Fog
Marine boundary layer
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