There is a large aquifer in the valley so wells do pretty well but the water rights are tight. A residential well permit is for interior water use only. With 35 acres you get the right to irrigate one acre. You aren't supposed to recapture grey water or rain. There's a lot of potato farming in the valley and the old farmers have most of the good water rights, the rest of the water is owed to new Mexico and Texas and has to be left to flow downstream. Rainfall is very minimal, sub-9 inches per year IIRC. Weather easily hits double digit negatives in the winter but is mild in the summer. Some land has Limited road access and public service are minimal with few sheriffs to cover a large amount of land. Some of the land was sold to hopeful retirees sight unseen in the past and has been let go extra cheap once they realize it is a tougher living than expected. All of those things said, I personally think it is worth the money and will probably purchase a small parcel just as a getaway and play space.
Why aren't you allowed to recapture grey water? That seems crazy. I guess rain makes a little sense since the water is supposed to flow to New Mexico and Texas.
You're absolutely right about the water rights; I don't _think_ I'll end up getting animals, but purchasing another 30 acres would be a good investment if I did want to homestead in that fashion and use water for other reasons.
The weather extremes are actually a good thing! Plenty of sunshine for solar-powered anything. That, combined with the 30 degree temperature difference in day and night helps ease the load on fridges running off solar; during the winter you just pull in cold air :)