However, several of the classes were incorrectly classified in the supervised classification of LULC, with certain urban
settlements being misclassified as landfill sites due to their having similar spectral characteristics. Similarly, the wetland class
was merged with the lowland class as it was not possible to separate them due to similar spectral properties, and the wetland/lowland category and cultivated land were also incorrectly classified.