For better
classification results some indices such as normalized difference
vegetation index (NDVI), normalized difference water index
(NDWI) and normalized difference built-up index (NDBI)
were also applied to classify the Landsat TM images at a resolution
of 30 m of 15th November, 1990 and 2010.