M5 Lab: Supervised Classification

This map was created as a LULC for the city of Germantown, Maryland for educational purposes only. I classified the pixels of this image by creating classes from "seed", which involved finding different examples of class types and essentially making all of the similar pixels across the image have the same color. After doing all the required class types, I realized there was some classes being grouped together due to the band combinations being used. I utilized the histogram and mean plot tools to figure out the best band combination (im my opinion) to separate all of the classes and make them easier to pick out. This one ended up being Red - 5, Green - 4, Blue - 3. The biggest issue with these classes is separating the roads from the urban areas, but I think it is somewhat easy to pick out the roads as they are a different shade of purple. The map also has the calculated areas of each land use type, shown in the legend. The lower right map is the Distance Image that I creat...