Urban space change and future prediction of Kangpur Nagar, Uttar Pradesh using EO data

Urban Land use changes, measurements, and the analysis of rate trends growth would help in resources management planning, etc. In this study, we analyze urban change dynamics using a support vector machine model. This method derives rural land-use various components, such as population growth, built-up areas, other utilities. increases rapidly due to exponential population, industrial The also affects availability purposes its spatial distribution. present carried out multi-temporal satellite remote sensing data Landsat MSS (Multispectral scanner), ETM+ (Enhanced thematic mapper), OLI (Operational land imager) for between years 1980-1990, 1990-2003, 2012-2020 Kanpur Nagar city state Uttar Pradesh India. our used SVM (Support Vector Machine) Model dynamics. A classification technique was applied generate LULC maps images 1980, 1990, 2003, 2020. Envi ArcGIS software had identify cover changes applying simulation model (CA- Markov model) Idrisi selva edition 17.0 software. 2003 2020 were simulate projected map 2050 (Cellular automata) CA- based