To the north of the terrific Lake Burley Griffin is a smaller lake called Lake Ginninderra. You can ride there from Lake Burley Griffin on cycle paths for a 25km return journey. Or just take a leisurely roll around the park and up the creek for about 8km.
Here is a video of the ride in drier times. Here is a link to the map of the trail.