Seasonal prediction of Indian summer monsoon onset with echo state networks

Seasonal prediction of Indian summer monsoon onset with echo state networks

Although the prediction of the Indian Summer Monsoon (ISM) onset is of crucial importance for water-resource management and agricultural planning on the Indian sub-continent, the long-term predictability—especially at seasonal time scales—is little explored and remains challenging. We propose a meth...

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Bibliographic Details
Main Authors: Takahito Mitsui, Niklas Boers
Format: Article
Language:English
Published: IOP Publishing 2021-01-01
Series:Environmental Research Letters
Subjects:
Indian Summer monsoon onset
seasonal prediction
artificial neural network
echo state network
Online Access:https://doi.org/10.1088/1748-9326/ac0acb

Internet

https://doi.org/10.1088/1748-9326/ac0acb

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