Dead center on the linked map there's a diagonal mark from SW to NE. That is the Hindenburg Memorial. It is much more visible in Google Earth. Look at the "more info" URL first and you'll get a good feel for what you're looking for. Took me long enough to find.
Monuments, Historical, Military - Naval Air Stations
Links: www.nlhs.com, www.roadsideamerica.com