Author

Samo Diatta

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#machine learning Preprint Oct 2026

Statistical Downscaling of Daily Precipitation from ERA5 Atmospheric Fields to IMERG over West Africa

Global reanalyses are too coarse to resolve the convective systems that produce most West African monsoon rainfall. In this work, we use U-Net based architectures to downscale daily ERA5 fields (0.25{\deg}) to IMERG V07 satellite precipitation (0.1{\deg}) over West Africa for the June to October seasons of 2000 to 2024...

David Sagna, R. Lguensat, Samo Diatta · 0 citations

Open access Sep 2026

Variability and changes in heatwave characteristics over West Africa

Using observed climate data from Princeton datasets (1981–2010) and CMIP6 climate projections for 2041–2100 under various climate change scenarios (SSP1-2.6, SSP2-4.5, SSP3-7.0, SSP5-8.5), we have highlighted heatwave characteristics over West Africa under climate change. Our findings highlight that the downscaled CMIP...

Adama Thiandoum, Samo Diatta, A. Brouillet et al. · Environmental Research Commu... · 0 citations