The characteristic red color of certain soils, particularly prevalent in arid and semi-arid regions of India, is due to the high content of iron oxides. These oxides, when hydrated, appear reddish-brown. Other factors like humus and magnesium can influence soil properties but do not primarily determine its red hue.