Published June 5, 2026
| Version v2
Software
Open
White Volta Flood Early Warning System: Code and Data
Authors/Creators
- 1. School of Safety Science, Tsinghua University
Description
Code and derived data for: Obeng Junior, J. & Yuan, H. (2026). From Forecast to Alert: An AI-Driven Flood Early Warning System for the White Volta Basin Combining Gauge Discharge, Satellite Forcing, and JRC Reservoir Monitoring. Natural Hazards and Earth System Sciences. https://doi.org/10.5194/egusphere-2026-2168
The repository contains preprocessing, model training, threshold design, and validation scripts for an end-to-end flood early warning system for the White Volta Basin, Ghana. Includes LOYO cross-validation with bootstrap uncertainty estimation, GloFAS v4 benchmark comparison, Bagre reservoir trigger skill analysis, and Sentinel-1 SAR inundation validation. All derived data outputs are included to support result reproduction without rerunning computationally intensive steps.
Files
bagre_reservoir_monthly_extent_1984_2024.csv
Files
(7.6 MB)
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Additional details
Related works
- Is supplement to
- 10.5194/egusphere-2026-2168 (DOI)