A notable similarity is observed between the probability distributions obta
ined from a data set that contains a large number of randomly situated surf
ace water bodies and the probability distributions estimated by binomial mu
ltiplicative process. From these well conformed probability distributions,
the generalised information dimensions have been computed through f-alpha s
pectra to characterise and quantify the spatial Organisation of the surface
water bodies. It is noticed from the investigated case study that the resu
lts tend to vary by changing the direction of bisecting process. The experi
mental results on spatial distribution of surface water bodies of the study
area qualify that the computed generalised information dimensions for the
vertical bisecting is rather uniform than that of the horizontal bisecting
process.