• <b>Urban Sprawl and Land Use Analysis</b>: Created an LULC map for Ernakulam district using QGIS and SCP plugin,
• identifying increased built-up density and reduced forest, water bodies, and agricultural land.
• · <b>Population Forecastin</b>g:· Forecasted significant population growth for 2023 using geometric and incremental methods,
• emphasizing its impact on land use and infrastructure.
• · <b>Water Quality Assessment</b>: Analyzed water quality in sprawl-affected areas, detecting increased chloride concentration and
• alkalinity, highlighting pollution threats and the need for sustainable land-use policies