While we're at it, lets get rid of all the rest of the weird symbology our currency holds.
Weird symbolism. Symbolism.
Symbology is the study of symbols, like biology is the study of biota/living things. A dollar note has symbols on it, not a text about what those symbols mean. If you were studying the meanings of the symbols on the dollar note, THAT would be symbology.