Efthymios I. Nikolopoulos

Publications & Talks with Our Group

• Can Satellite Products be Used to Study Extreme Precipitation Trends across West Africa? — IPWG-12, 2026
• Investigating Extreme Precipitation and Associated Cloud-Top Temperatures in Flash Flood Events over West Africa — AMS, 2026
• Enhancing Precipitation Nowcasting in West Africa through IR-Integrated Deep Generative Models — AGU, 2024
• Flash flood forecasting in West Africa: Evaluating the performance of regional and global numerical weather prediction models — AGU, 2024
• Advancing Flash Flood Forecasting Capabilities in West Africa with Machine Learning and Satellite Observations — AMS, 2024
• Combining global precipitation data and machine learning to predict flood peaks in ungauged areas with similar climate — Adv. Water Resour., 2024
• Improving Flash Flood Monitoring and Forecasting Capabilities in West Africa with Satellite Observations and Precipitation Forecasts — AGU, 2023
• Flood Inundation Meets Image Super-Resolution — AI in Ag, 2023
• Advancing flood warning procedures in ungauged basins with machine learning — Journal of Hydrology, 2022
• Flood prediction in ungauged basins with machine learning and satellite precipitation data — EGU, 2022
• Deep Residual Downscaling of Remote Sensing Imagery for Flood Hazard Assessment — AGU, 2021
• Machine Learning for Flood Peak Prediction in Ungauged Basins — AGU, 2020