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We are grateful to Indian Space Research Organization – Indian Institute of Science – Space Technology Cell (ISRO – IISc – STC) and the Ministry of Envisonment and Forests, Government of India for the financial assistance. National Remote Sensing Agency (NRSA), Hyderabad and Global Land Cover Facility, NASA, USA provided the satellite data required for the study.