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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
收藏
  |  
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
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
  |  
提交时间:2024/04/07
Wind
Forecast verification/skill
Numerical weather prediction/forecasting
Mesoscale models
A Review of Application of Machine Learning in Storm Surge Problems
期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:
Qin, Yue
;
Su, Changyu
;
Chu, Dongdong
;
Zhang, Jicai
;
Song, Jinbao
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  |  
浏览/下载:3/0
  |  
提交时间:2023/11/15
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
基于异构并行的山洪动力演进模型和模拟研究
期刊论文
华中科技大学学报. 自然科学版, 2023, 卷号: 51, 期号: 1, 页码: 16-25
作者:
王富磊
;
欧阳朝军
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  |  
浏览/下载:4/0
  |  
提交时间:2023/05/22
flood forecast
rain flood process
diffusion-wave model
heterogeneous parallel
numerical simulation
山洪预报
雨洪过程
扩散波模型
异构并行
数值模拟
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
Regional Predictions of Air Pollution in Guangzhou: Preliminary Results and Multi-Model Cross-Validations
期刊论文
ATMOSPHERE, 2022, 卷号: 13
作者:
Qiao, Zhi
;
Cui, Shengcheng
;
Pei, Chenglei
;
Ye, Zhou
;
Wu, Xiaoqing
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/12/23
WRF-Chem
back propagation neural network
long short-term memory
air pollution
Guangzhou
Foreign Trade Survey Data: Do They Help in Forecasting Exports and Imports?
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 24
作者:
Bai Yun
;
Wang Shouyang
;
Zhang Xun
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/02/07
ARIMAX
artificial neural network
composite index
forecasting
foreign trade
Granger causality test
survey data
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
收藏
  |  
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
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/07/01
Meterological forecasting
Deep learning
Neural architecture search
AutoML
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