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The enormous migration will increase the demand for more space to live in megacities and will lead to a situation of unauthorized, unplanned, uncoordinated, and uncontrolled growth, and this condition called as urban sprawl. The key challenge for a planner is to achieve sustainable development and to predict the future urban sprawl in the city. Predicting the urban sprawl helps to minimize these hazards and proper implementation of policies is carried out. Hence classifying the satellite images and using various urban sprawl growth models, the urban expansion of surat is predicted and analyzed.