Queensland State Archives posted a photo:
Early settler James MacLaren took up a pastoral run in the area in 1863 and named it after the town in Perthshire, Scotland. He discovered coal while digging a well in 1864. Australia’s first open cut coal mine opened at Blair Athol on 18 May 1922. Now only the cemetery remains.
Queensland State Archives Item ID2220170, Map