I checked the app store was able to verify that I had the latest version version of the app installed. Checked back to the map just in case it had updated automatically without my knowledge and and the area still wasn't showing up.
I decided to do some more troubleshooting and updated the California area in the app. After downloading the latest from California, Joshua Tree is back up on the map. I'll update back here if anything changes.