Turn off SH85 between Alexandra and Ranfurly to St Bathans and take St Bathans Loop Road (turn off at Becks if coming from Alexandra). At the town go east off the main street to the DOC carpark down the southern end of the lake.
There are two main easy-access options when exploring the lake and it's geology. Either head down to the beach at the southern end from the main carpark, or head out on the Blue Lake Loop Track heading north along the western shore of the lake. The track is 2 km long and takes about 30 minutes. There is also a tramping track which completely circles the lake (1 hour 30 minutes).