Author

M. Shakir

2 papers indexed here

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Open access Aug 2026

Terrain Controls on the Portability of Rainfall Prediction Models: A Framework for Transferability and Adaptability Across Tropical and Temperate Climates

Rainfall prediction models often lose skill when transferred across regions, particularly in data-sparse settings where local recalibration is not feasible. This study investigates whether topographically analogous landscapes exhibit consistent patterns of model portability in next-day rainfall occurrence prediction ac...

Ogochukwu Ejike, D. Ndzi, M. Shakir · Forecasting · 0 citations

Review Open access Jul 2026

Machine Learning for Heatwave Prediction: A Global Scoping Review of Environmental Predictors and Modelling Practices

As extreme heat events increase in frequency, intensity, and duration due to climate change, forecasting these events has become vital for early warning systems, public health preparedness, and climate adaptation strategies, especially in parts of the world that are already subject to extreme heat, such as tropical reg...

Adam Ashford, Fahad Ayaz, M. Shakir et al. · Forecasting · 0 citations