Abstract This study investigates historical and projected climate change in the Constantine Highlands watershed in northeastern Algeria. The historical analysis, based on the NASA POWER gridded dataset for the period 1990–2020, indicates a statistically significant warming trend, while precipitation exhibits a general but non-significant decreasing tendency across the study area. Future changes were assessed up to 2100 using an ensemble of regional climate models from the EURO-CORDEX initiative