You have quite hard water there HBDudeJess. The area around Athens is reputed to be quite hard due the water source being deep rock formations. Chances are you would be best off with fish like the common livebearers or African cichlids in your tanks because the local water would suit them better than the South American fish. That does indeed look like "hard water deposits", meaning calcium deposits resulting from the evaporation of hard water.