Located near the village of Tijeras is a relatively new Bernalillo County Open Space, Carlito Springs. There are beautiful forest and desert hiking trails, a stream, an impressive old house and outbuildings, and several manmade pools of water. More information is located at the link below.
On your way there, you can travel the singing highway. We made a video of it here: