The analysis of variation in morphological traits differentiated Citrullus colocynthis populations growing north of Qena‐Quseir road (25°56'5.28”N to 28°11'40.56”N) from populations growing south of that road (25°0'55.80”N to 22°46'15.24”N). This differentiation is particularly associated with fewer number of shorter branches as well as longer days to flowering and fruiting. The ISSR polymorphism distinguished one population from all other populations, in agreement with its lowest percentage of polymorphic markers and the presence of unique markers and differentiated other three groups; one of six populations north of Qena‐Quseir road, second of four populations south Idfo‐Marsa Alam transect (24°32'49.92”N) and a large one, in the middle. A Bayesian analysis of the ISSR data identified three groups, consistent with the ISSR analysis. In the analysis of combined morphological and ISSR data, the populations in the north and the south were also recognized as two groups, the populations in the middle were divided in two clusters, in agreement with their differentiation based on the analysis of ISSR data. The Pearson coefficient calculations indicated that unique ISSR markers are negatively correlated with yield traits such as fruit weight, seeds total weight/fruit, 100 seeds weight, seeds number/fruit, seed size, and fruit characters.