Interpretable Deep Learning for Probabilistic MJO Prediction: CNN Forecasts
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https://zenodo.org/record/5175836
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资源简介:
This repository contains data produced for the paper "Interpretable Deep Learning for Probabilistic MJO Prediction" by A. Delaunay and H. M. Christensen (2021).
>> mu_ens_XX.pt
contains the mean forecasts from each ensemble member at a lead time of XX days
>> cov_alea_XX.pt
contains the aleatoric predictions of each ensemble member at a lead time of XX days
本代码仓库收录了A. Delaunay与H. M. Christensen于2021年发表的论文《可解释深度学习用于概率性热带大气季节内振荡(Madden-Julian Oscillation,MJO)预报》所生成的全部数据集。
>> mu_ens_XX.pt
存储了提前XX天预报时效下,各集合成员的平均预报结果。
>> cov_alea_XX.pt
存储了提前XX天预报时效下,各集合成员的偶然不确定性预测结果。
创建时间:
2022-07-08



