If they didn't change talkgroups or were just quiet they probably are encrypted. Majority of Dona Ana is. As for chaparral Dona Ana for all public safety is encrypted. The other side of chaparral aka the difficult folks use VHF for their side.
I was monitoring the A Mountain site using SDRTrunk for several months. As I recall, Sunland Park PD started out in the clear, but began using encryption more and more. After that, I stopped seeing the PD talkgroup altogether. I assume there were simply no affiliated radios.
One of the nice features of SDRTrunk is that it unambiguously identifies encrypted calls. In contrast, the pricey Uniden SDS200 doesn't reliably light up the "ENCRY" flag on its display. (Though I haven't tested the latest-and-greatest firmware.)
Until recently, I would occasionally hear State Police calls on conventional frequencies, even within the Las Cruces city limits. These calls would typically be followed by a dispatcher advising "You're on VHF."
As it happens, I was on the roof of my house fixing a broken dryer vent the same day I first took the BCD325P2 to El Paso. I took the opportunity to take a picture (attached) of my line-of-sight to A Mountain, which is seven miles away. I really need to get a rooftop antenna someday, but encryption may arrive first.
