This paper pilots an approach to identifying, categorizing and mapping public lands owned by central, state and local government in urban developed areas of Ahmedabad, Gujarat. The study goes on to identify unutilized and underutilized public lands, excluding parks and gardens, cemetries, heritage buildings, utilities etc.