In years past Silver City road, up nearer the city has not produced much deer. They are there, but so thin. The only way I have known them to be there is tracks, as I have never seen one in person in that area. I worked for BLM for a while and spent a lot of time in that area....saw lots of cows...like cow cows and tracks of deer. We used to joke about the ghost deer that roamed the hills leaving tracks.
I have been told that if you set up a trail cam near some of the water holes, you can pattern the deer better up there. Most are nocturnal most of the year up there.