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Skillful prediction of Indian Ocean Dipole index using machine learning models

In this study, we evaluated six machine learning models for their skill in predicting the Indian Ocean Dipole (IOD). The results based on the IOD index predictions at 1–8 month lead time indicate that the AdaBoost model with Multi-Layer Perceptron as the base estimator, AdaBoost(MLP), to perform bet...

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Autori principali: J.V. Ratnam, Swadhin K. Behera, Masami Nonaka, Kalpesh R. Patil
Natura: Artigo
Lingua:Inglês
Pubblicazione: Elsevier 2025-02-01
Serie:Applied Computing and Geosciences
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Accesso online:http://www.sciencedirect.com/science/article/pii/S2590197425000102
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