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Dave Douglass Park (a.k.a. Douglass Park) is a park in southwest Woodland. It is bounded on its west by County Road 98 and partially bounded on its north, south, and east by Saratoga Drive, West El Dorado Drive, and Ashley Avenue, respectively. Houses on Kent Court, Saratoga Drive, and West El Dorado Drive back up to the park. The park is connected via Zamora Alley (a pedestrian only footpath) to Woodside Park.

Dave Douglass Park features a baseball field, a soccer field, a walking trail, and restrooms. The east edge of Douglass Park is an access point to the West Bike Loop.

Trees planted at Douglass Park include two species native to Woodland: Valley Oak (Quercus lobata) and Interior Live Oak (Quercus wislizeni). Additionally, Coast Live Oak (Quercus agrifolia) and Coast Redwood (Sequoia sempervirens) species at the park are native to other parts of California. Non-native trees and shrubs at Douglass Park include River Sheoak (Casuarina cunninghamiana), Deodar Cedar (Cedrus deodara), Common Hackberry (Celtis occidentalis), Chinese Hackberry (Celtis sinensis), White Ash (Fraxinus americana), Crape Myrtle (Lagerstroemia indica), Chinese Pistache (Pistacia chinensis), London Plane (Platanus × hispanica), Northern Red Oak (Quercus rubra), Southern Live Oak (Quercus virginiana), Austrian Black Pine (Pinus nigra), African Sumac (Rhus lancea), and Saw-leaf Zelkova (Zelkova serrata).