e coli growth curve Surface growth of escherichia coli cells on a membrane filter placed on a nutrient agar plate under various conditions was studied with a mathematical model the surface growth of bacterial cells showed a sigmoidal curve with time on a semilogarithmic plot to describe it, a new logistic model that.