The Kanyakumari District was selected as a study area due to its diverse flora and favorable climate and soil conditions. Various remote sensing parameters were derived from Landsat 8 and 9 satellite data, including NDVI, BSI, NDMI, NDWI, and SAVI. Moreover, data on land use and land cover (LULC)...