A statistical and machine learning approach for monthly precipitation forecasting in an Amazon city

A statistical and machine learning approach for monthly precipitation forecasting in an Amazon city

IntroductionCity-scale rainfall prediction is crucial for various essential services, such as transportation, supply chain logistics, and leisure activities, as well as for preventing risks associated with high volumes of rain. Belém is a city located in northern Brazil with distinct periods of prec...

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Main Authors: Ewerton Cristhian Lima de Oliveira, Eduardo Costa de Carvalho, Edmir dos Santos Jesus, Rafael de Lima Rocha, Helder Moreira Arruda, Ronnie Cley de Oliveira Alves, Renata Gonçalves Tedeschi
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Earth Science
Subjects:
monthly precipitation
statistical learning
machine learning
variable correlation
Amazon region
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2025.1589753/full
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