Joshua Tree National park, California, 1 day itinerary, things to do in Joshua Tree national Park, Travel with family Joshua Tree National Park is the second most visited National Park in California after Yosemite. This is the first national park that we visited in California. It is located near Palm Springs, California, which is 3 hrs from Los Angeles.