Forecasting the eddying ocean with a deep neural network

分类与摘要

面向天气、海洋、气溶胶或地球系统模拟，强调模型预测能力与科学解释。

证据摘录：Multispheres and Earth System and Key Laboratory of Ocean dynamics/Academy of Future Ocean, Ocean University of China, Qingdao, China.2Department of Ocean Big Data and Prediction, Laoshan Laboratory, Qingdao, China.3School of Computer Science and Technology, University of Science and Technology of China, Hefei, China.4Joint Laboratory of Advanced Computing for Transparent Oceans between Laoshan Laboratory and Unive || Multispheres and Earth System and Key Laboratory of Ocean dynamics/Academy of Future Ocean, Ocean University of China, Qingdao, China.2Department of Ocean Big Data and Prediction, Laoshan Laboratory, Qingdao, China.3School of Computer Science and Technology, University of Science and Technology of China, Hefei, China.4Joint Laboratory of Advanced Computing for Transparent Oceans between Laoshan Laborator || ported by the National Natural Science Foundation of China (42325601 and 92358303 to Z.J.). Computational resources were supported by Laoshan Laboratory (No. LSKJ202300302 and No. LSKJ202300305). We thank the Mercator Océan and E.U. Copernicus Marine Service Information for providing the GLORYS reanalysis (https://doi.org/10.48670/moi-00021), GLO12v4 analysis and forecast (https://doi.org/10.48670/moi-00016) a || ents This work was supported by the National Natural Science Foundation of China (42325601 and 92358303 to Z.J.). Computational resources were supported by Laoshan Laboratory (No. LSKJ202300302 and No. LSKJ202300305). We thank the Mercator Océan and E.U. Copernicus Marine Service Information for providing the GLORYS reanalysis (https://doi.org/10.48670/moi-00021), GLO12v4 analysis and forecast (https:

引用

Yingzhe Cui, Ruohan Wu, Xiang Zhang, Ziqi Zhu, Bo Liu, Jun Shi, Junshi Chen, Hailong Liu, Shenghui Zhou, Liang Su, Zhao Jing, Hong An, Lixin Wu, Forecasting the eddying ocean with a deep neural network，Nature Communications，VOL 16，NO.1, March 2025.

@article{acsa2025_16,
  title = {Forecasting the eddying ocean with a deep neural network},
  year = {2025},
  doi = {10.1038/s41467-025-57389-2}
}