Interpretable machine learning for weather and climate prediction: A review

Author:

Yang Ruyi,Hu Jingyu,Li Zihao,Mu Jianli,Yu Tingzhao,Xia Jiangjiang,Li Xuhong,Dasgupta Aritra,Xiong Haoyi

Funder

China Meteorological Administration

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference130 articles.

1. Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks;Abdellaoui,2020

2. Machine learning for precipitation nowcasting from radar images;Agrawal,2019

3. The data assimilation research testbed: A community facility;Anderson;Bull. Am. Meteorol. Soc.,2009

4. A machine learning-based global atmospheric forecast model;Arcomano;Geophys. Res. Lett.,2020

5. Deep data assimilation: integrating deep learning with data assimilation;Arcucci;Appl. Sci.,2021

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