Peace Valley is a canyon in the Sutter Buttes, northwest of North Butte. Pugh Cemetery is at the northern edge of Peace Valley.

In 2003, the California Department of Parks and Recreation purchased a 1,785-acre tract in Peace Valley with the intent of developing it for public access.