Oakland is a gorgeous city with an array of fall scenery. While in Oakland, you can enjoy the turning of the leaves at Swallow Falls State Park where the Youghiogheny River offers a lovely backdrop to hundreds of oaks, aspen, pine and hickory trees. The city hosts its annual Autumn Glory Festival and a Halloween hayride along the lake every October.