Aug 26, 2014. Located in Nelson Lakes National Park, Blue Lakeâalso known as Rotomairewhenuaâholds the title of the worldâs clearest lake. Scientific tests carried out in 2011 by New Zealandâs National Institute of Water and Atmospheric Research (NIWA) showed Blue Lake to be the clearest natural body of fresh water known to man.