The route crossed the Colorado River from New Mexico Territory at present day Yuma, Arizona to Fort Yuma in California, then descended into Baja California Mexico for 129 miles to avoid the Algodones Dunes sand barrier https://www.youtube.com/watch?v=BwQm6ucKxXc&t=1m06s in the dry southern Colorado Desert.