Projects

Seasonal Rainbelt Forecast

Currently working on seasonal rainbelt forecasting using a data-driven approach that incorporates partial differential equations (PDE) as a regularizer to improve model accuracy and physical consistency.

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Rainfall Forecasting

A deep learning model predicts rainfall over Ghana with accuracy comparable to or better than ECMWF’s 18-hour forecasts. Combining this model with traditional numerical weather prediction further improves performance.

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• Paper

H2OforAll

Horizon Europe project H2OforAll “Innovative Integrated Tools and Technologies to Protect and Treat Drinking Water from Disinfection Byproducts (DBPs)” (total budget of €3,452,700.50, Partners organizations 17) funded by the European Union (project lead on behalf of CYENS)

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• Paper

Detection of Area Estimation using satellite images

Detect the area occupied by swimming pools/buildings inside the geographical area under study based on their canopy from high spatial resolution satellite imagery, using advanced, state-of-the-art proprietary AI models.

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Land Use Land Cover Change Detection

Land Use Change Detection Using Deep Siamese Neural Networks and Weakly Supervised Learning

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Adaptive Land Cover Classification

Deep learning based adaptive land cover monitoring by analyzing remotely sensed images

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• Presentation