The Palen Mountains are located in the southern Mojave Desert – northern Colorado Desert in eastern Riverside County, California, USA. The range lies southeast of the Coxcomb Mountains, and northeast of the Chuckwalla Mountains near Interstate 10. The mountains lie in a southwest-northeasterly direction, and are approximately 15 miles long and nine miles wide at their widest point.