There is also a KOA camp ground just north of Hermosa. You will see the sign for the turn off about 2-3 miles north of the water tank.
Lots of trees for shade and its right on the river. However, like "J" said, you can't beat the United Campground for train watching from your R.V.
Have a good trip.