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2006.07972
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Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances
14 June 2020
Sijie He
Xinyan Li
T. DelSole
Pradeep Ravikumar
A. Banerjee
AI4Cl
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Papers citing
"Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances"
5 / 5 papers shown
Title
A machine learning model for skillful climate system prediction
Chenguang Zhou
Lei Chen
Xiaohui Zhong
Bo Lu
Hao Li
...
Jie Wu
Jiahui Hu
Zesheng Dou
Pang-Chi Hsu
Xinming Zhang
AI4Cl
52
0
0
06 May 2025
Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal Forecasting
Elena Orlova
Haokun Liu
Raphael Rossellini
B. Cash
Rebecca Willett
24
3
0
29 Nov 2022
Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration
Sijie He
Xinyan Li
L. Trenary
B. Cash
T. DelSole
Arindam Banerjee
AI4TS
22
14
0
29 Sep 2021
Loosely Conditioned Emulation of Global Climate Models With Generative Adversarial Networks
Alexis Ayala
Christopher Drazic
Brian Hutchinson
Ben Kravitz
Claudia Tebaldi
GAN
AI4Cl
AI4CE
30
6
0
29 Apr 2021
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian Shi
Zhourong Chen
Hao Wang
Dit-Yan Yeung
W. Wong
W. Woo
233
7,906
0
13 Jun 2015
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