Our Results
Step into our data laboratory! These living visualizations capture our models as they learn, adapt, and real-time predict with the latest findings from our collaborative research hub.
Air Temperature Forecast over SW Nigeria
Our research focuses on leveraging machine learning techniques to improve temperature forecasting using ERA5 reanalysis data as input. By using historical temperature input, we have developed a spatio-temporal model over Southwestern Nigeria that provides 48 hour forecasts over southwest Nigeria. This will be useful for detecting and mitigating the impact of heatwaves in the region. The results can be viewed in the videos below: on the left is our model while the prediction from CAMS over West Africa can be seen on the right.
48HR Ahead Prediction
Our Model Gives 48 hours lead-time prediction for disaster planning
Spatial Prediction
Our prediction covers the Southwestern Region of Nigeria
Performance Metrics
99.26% Temperature Prediction Accuracy
Our ML Model Forecast
CAMS Forecast (West Africa)
CMIP6 Weather Prediction
Our research focuses on leveraging machine learning techniques to improve temperature forecasting using CM1P6 data as input. The results can be viewed in the videos below:
Cmip6 Preciptation
Cmip6 Temperature
Precipitation Modeling
We are currently developing advanced precipitation forecasting models using similar machine learning approaches. Expected completion and results coming soon.
Drought Prediction & Monitoring
We are currently working on this project. Expect comprehensive drought prediction and monitoring results soon, building on our successful temperature forecasting methodology.