Shenandoah National Park, located in Virginia! Even though autumn is exciting, it can also be a bit chilly. Therefore, consider gazing at them from the heated comfort of an SUV! With more than 100 miles of roads to discover, Shenandoah National Park is home to gorgeous oak trees and maple trees.,