Climate Simulation and Projection of Rainfall–Runoff Dynamics Using the GR4J Model in the Oti Sub-Basin: The Case of the Porga, Mandouri and Mango Outlets
Water resource management in the Sahelian-Sudanian transition zone faces growing uncertainty under climate change, yet hydrological projections remain scarce for the Oti-Pendjari basin (West Africa). This study develops an integrated modelling chain combining CMIP6 multi-model evaluation, bias correction, and GR4J hydrological modelling to project streamflow changes under SSP2-4.5 and SSP5-8.5 over 2021–2100. Eleven CMIP6 models were evaluated against ERA5 reanalysis data (1960–2014) using NSE, KGE, and MAE; the three best-performing models were bias-corrected using Linear Scaling, Variance Scaling, Quantile Mapping, and Quantile Delta Mapping. Linear Scaling proved most effective, with CMCC-ESM2 best reproducing observed precipitation (NSE and KGE up to 0.9), while the multi-model approach performed best for temperature. The GR4J model, calibrated at Porga, Mandouri, and Mango (KGE: 0.609–0.668), satisfactorily reproduces intermediate flows and flood dynamics, although structural limitations persist for low flows (KGE [1/Q]: −0.65 to −0.71). Projections reveal a marked divergence between scenarios: SSP2-4.5 yields September peak flow increases of +5.7% to +16.7%, whereas SSP5-8.5 leads to slight decreases of −1.1% to −3.6%, likely driven by increased potential evapotranspiration partially offsetting precipitation gains. These findings underscore the critical importance of scenario selection and model uncertainty in regional water resource planning.
Authors
- Jean‐Emmanuel Paturel (ORCID: https://orcid.org/0000-0002-5103-9306)
- Gil Mahé (ORCID: https://orcid.org/0000-0002-0081-750X)
- Ernest Amoussou (ORCID: https://orcid.org/0000-0002-9402-4446)
- P. B. Irénikatché Akponikpè (ORCID: https://orcid.org/0000-0001-9195-6240)
- Henri S. Totin Vodounon
- Richard Tode (ORCID: https://orcid.org/0009-0007-1690-9621)
- Japhet D. Kodja (ORCID: https://orcid.org/0009-0006-2529-5759)
- Mohamed N. Baco
- Armand K. Houanyé
- Félix T. Amoussou (ORCID: https://orcid.org/0009-0008-6248-0827)
Institutions
- Laboratoire HydroSciences Montpellier (FR)
- Université de Parakou (BJ)
- Université d'Abomey-Calavi (BJ)
Publication Details
- Journal
- Water
- Published
- 2026-06-18
- DOI
- https://doi.org/10.3390/w18121501
- Primary Topic
- Hydrology and Watershed Management Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00