The Rails to Trails Conservancy has a website called Trail Link where you can locate rail trails in your state, and across the country if you are adventurous. There are a few in Maryland you can check out if you don't feel like driving to Rosslyn or Purceville VA to ride the WOD.

http://www.traillink.com/