[PDF][PDF] Forecasting rainfall in selected cities of Southwest Nigeria: A comparative study of random forest and long short-term memory models

TK Samson, FO Aweda - Acadlore transactions on geosciences, 2024 - academia.edu
Rainfall is crucial for agricultural practices, and climate change has significantly altered
rainfall patterns. Understanding the dynamic nature of rainfall in the context of climate …

Future forecast of global mean surface temperature using machine learning and conventional time series methods

T Durhasan, E Pinar, I Uluocak, M Bilgili - Theoretical and Applied …, 2025 - Springer
One of the most important indicators of climate change and, consequently, global warming is
the rise in the average surface temperature of the entire world. As observed in this light …

Prediction of monthly rainfall in selected African stations using deep learning algorithms

TK Samson, FO Aweda, AJ Omoliki… - … Series: Earth and …, 2024 - iopscience.iop.org
Precipitation has a huge impact on human life and culture. Agriculture and public
infrastructure is dependent on accurate rainfall forecasting, which can aid in water supply …