Spatial structures of grape yield was similar between the two years. Upper boundary line between yield with soil water depletion was best fitted by a quadratic function in both years. Boundary line analysis could be used to estimate the potential yield and create yield gap map of the field. Comparisons of soil properties between low and high yield gaps could help identify factors contributing to the larger yield gap.