The Forel-Ule Index (FUI), also known as the water color index, can be a useful indicator of overall water quality. It originates from the traditional Forel-Ule scale, which classifies the color of natural water into 21 scales ranging from dark blue to yellowish-brown. In generally, the lower the FUI, the cleaner the water; conversely, the higher the FUI, the more turbid the water. The input data are the Terra MODIS land surface reflectance data. The data was transformed from RGB (red, green, blue) color space to the CIE (Commission Internationale d’Eclairage) color space and finally the FUI was derived.