Anywhere on the near side would be exposed to the Earth's extended atmosphere, so this oxidation would be everywhere. Out of all the Apollo landing sites, ironically Apollo 11 would be the only one in an area not heavily reddish in this photo. So, no, this coloration would not be perceptible to the human eye.