Skillful Prediction of Indian Monsoon Intraseasonal Precipitation Using Central Indian Ocean Mode and Machine Learning

Skillful Prediction of Indian Monsoon Intraseasonal Precipitation Using Central Indian Ocean Mode and Machine Learning

Abstract Monsoonal precipitation is dominated by intraseasonal variabilities, whose skillful prediction lead time is currently less than 5 days and remains a grand challenge. Here we show that an intrinsic variability in the Indian Ocean, the Central Indian Ocean (CIO) mode, when combined with a mac...

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Bibliographic Details
Main Authors: Lei Zhou, Yanwei Yu, Bingqi Yan, Xingyu Zhao, Jianhuang Qin, Wei Tan, Youmin Tang, Xiaofeng Li, Xiaojing Li, Junyu Dong, Dake Chen, Raghu Murtugudde
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:Geophysical Research Letters
Subjects:
intraseasonal rainfall forecast
Indian summer monsoon
Central Indian Ocean mode
machine learning algorithm
monsoon intraseasonal oscillation
Online Access:https://doi.org/10.1029/2024GL112308

Internet

https://doi.org/10.1029/2024GL112308

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