Univariate Monthly Rainfall Forecasting in Nigeria Using Multiple Statistical and Machine Learning Methods Cover

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Univariate Monthly Rainfall Forecasting in Nigeria Using Multiple Statistical and Machine Learning Methods

Archives of Hydro-Engineering and Environmental Mechanics

Volume 72 (2025): Issue 1 (January 2025)

By: Nsikan Ime Obot, Ibifubara Humphrey, Nkemdilim Maureen Ekpeni and Emmanuel Oluwatobiloba Tai-Ojuolape

Open Access

|Nov 2025

Authors

Nsikan Ime Obot

nobot@unilag.edu.ng

Department of Physics, Faculty of Science, University of Lagos, Akoka, Nigeria

Ibifubara Humphrey

Department of Physics, Faculty of Science, University of Lagos, Akoka, Nigeria

Nkemdilim Maureen Ekpeni

Department of Geography, Faculty of Social Science, University of Lagos, Akoka, Nigeria

Emmanuel Oluwatobiloba Tai-Ojuolape

Department of Physics, Faculty of Science, University of Lagos, Akoka, Nigeria

DOI: https://doi.org/10.2478/heem-2025-0003 | Journal eISSN: 2300-8687 | Journal ISSN: 1231-3726

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Language: English

Page range: 29 - 49

Submitted on: Mar 31, 2025

|

Published on: Nov 10, 2025

Published by: Polish Academy of Sciences, Institute of Hydro-Engineering

In partnership with: Paradigm Publishing Services

Publication frequency: 2 issues per year

Keywords:

Rainfall forecasts,

univariate time series,

machine learning algorithms,

auto-ARIMA modifications,

statistical modelling software

Related subjects:

Introductions and overviews,

Engineering, other

© 2025 Nsikan Ime Obot, Ibifubara Humphrey, Nkemdilim Maureen Ekpeni, Emmanuel Oluwatobiloba Tai-Ojuolape, published by Polish Academy of Sciences, Institute of Hydro-Engineering
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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