I looked for the first deer for 4 hours at LEAST.
I am thinking it ran into the farmers field next to my land. My land is mostly wooded but totally surrounded by cattle fields.

If it ran into one of them, then there is no way I could chase it, I dont fancy hopping over 4 ft high electrified fences, and the farmer is a SEVERE anti hunter.