This document analyzes changes in the Lower West Side and Pilsen neighborhoods of Chicago between 1979 and 2009 using remote sensing data and GIS analysis. The author examines potential signs of urbanization, such as increasing population density and development, that could indicate gentrification. Change detection analysis was performed on Landsat imagery from 1979, 1989, 1999 and 2009 to identify areas of change. The results suggest increasing development in Pilsen over the 30-year period that could be affecting the neighborhood's demographic and cultural identity.