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CORC

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Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting 期刊论文
MACHINE LEARNING, 2024, 页码: 19
作者:  Xu, Baowen;  Wang, Xuelei;  Li, Jingwei;  Liu, Chengbao
收藏  |  浏览/下载：2/0  |  提交时间：2024/02/21
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
收藏  |  浏览/下载：0/0  |  提交时间：2024/04/07
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
收藏  |  浏览/下载：3/0  |  提交时间：2023/11/15
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
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
Wind Speed Forecast Based on Post-Processing of Numerical Weather Predictions Using a Gradient Boosting Decision Tree Algorithm 期刊论文
ATMOSPHERE, 2020, 卷号: 11, 期号: 7, 页码: 38
作者:  Xu, Wenqing;  Ning, Like;  Luo, Yong
收藏  |  浏览/下载：9/0  |  提交时间：2021/03/16
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
收藏  |  浏览/下载：10/0  |  提交时间：2021/07/09
Mixture probabilistic model for precipitation ensemble forecasting 期刊论文
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2019, 页码: 19
作者:  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Kuang, Qiuming
收藏  |  浏览/下载：59/0  |  提交时间：2019/12/16
Big multi-step wind speed forecasting model based on secondary decomposition, ensemble method and error correction algorithm 期刊论文
Energy Conversion and Management, 2018, 卷号: 156, 页码: 525-541
作者:  Liu, Hui;  Duan, Zhu;  Han, Feng-ze;  Li, Yan-fei*
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/03
NWP  numerical weather prediction  CS  Cuckoo search  FS  fuzzy system  WRF  weather research and forecasting  KF  Kalman filter  ARIMA  auto-regressive integrated moving average  ARCH  autoregressive conditional heteroskedasticity  ANN  artificial neural networks  SVM  support vector machine  CRO  Coral Reefs optimization algorithm  ELM  extreme learning machine  MFNN  multi-layer feed-forward neural network  SPSA  simultaneous perturbation stochastic approximation  HM  Hammerstein Model  AR  auto-regressive  AdaBoost  adaptive boosting  MLP  multilayer perceptron  DNN-MRT  deep neural network based meta regression and transfer learning  WD  wavelet decomposition  FEEMD  fast ensemble empirical mode decomposition  EMD  empirical mode decomposition  WPD  wavelet packet decomposition  SSA  singular spectrum analysis  BFGS  Broyden–Fletcher–Goldfarb–Shanno Quasi-Newton Back Propagation  LSSVM  least square support vector machine  PSOGSA  partial swarm optimization combined with gravitational search algorithm  FCM  fuzzy C-means  EEMD  ensemble empirical mode decomposition  SampEn  sample entropy  VMD  variational mode decomposition  MAdaBoost  Modified AdaBoost.RT  WF  wavelet filter  MAE  mean absolute error  MAPE  mean absolute percentage error  RMSE  root mean squared error  CWT  continuous wavelet transform  DWT  discrete wavelet transform  LMD  local mean decomposition  ADMM  alternate direction method of multipliers  Big multi-step wind speed forecasting  Wavelet decomposition  Variational mode decomposition  Sample entropy  Modified adaBoost.RT  Wavelet filter  
Relating anomaly correlation to lead time: Clustering analysis of CFSv2 forecasts of summer precipitation in China 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 卷号: 122, 期号: 17, 页码: 9094-9106
作者:  Zhao, Tongtiegang;  Liu, Pan;  Zhang, Yongyong;  Ruan, Chengqing
收藏  |  浏览/下载：2/0  |  提交时间：2019/08/19

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