Queen's Park Football Club is a Scottish football club based in Glasgow. The club is currently the only fully amateur club in the Scottish Professional Football League; its amateur status is reflected by its Latin motto, Ludere Causa Ludendi - "to play for the sake of playing". Queen's Park is the oldest association football club in Scotland, having been founded in 1867, and is the oldest outside England and Wales. Queen's Park is also the only Scottish football club to have played in the FA Cup Final, achieving this feat in both 1884 and 1885.

When the club was formed in 1867, they initially played on the Queen's Park Recreation Ground at Crosshill, from where they took their name. In 1873 they moved to their first enclosed ground, naming it Hampden Park after a nearby street, Hampden Terrace. A grandstand and pavilion were erected over the next few years and the ground became a regular venue for international matches and cup finals, but in 1883 the club were forced to vacate the site to make way for the construction of the Cathcart Circle railway. After a year playing at Clydesdale Cricket Club's Titwood ground, a second Hampden was opened in October 1884. Whilst the club continued to attract major fixtures, they faced increasing competition as other Glasgow venues such as Celtic Park and Ibrox were developing their facilities more rapidly. To maintain their position in Scottish football, Queen's Park decided to purchase some farmland at Mount Florida, where the third Hampden was opened in 1903. Second Hampden was subsequently taken over by Third Lanark, who renamed it after their previous ground, Cathkin Park.  'Hampden' is one of the homes of football and celebrated its centenary on 31 October 2003. The stadium also houses the offices of the Scottish Football Association.  Hampden Park was the largest stadium in the world until 1950, when the Maracana in Rio de Janeiro was completed. After the release of the Taylor Report in the wake of the Hillsborough disaster, among other football tragedies, Hampden Park was converted to an all-seater. The current capacity is 51,866, although Queen's Park's average league attendance is around 750.  Outside of Hampden Park sits a smaller, lesser known ground called Lesser Hampden.  During the 2014 Commonwealth Games at the ground, Queen's Park had to move its home games to Airdrieonians' Excelsior Stadium.

Answer the following question by taking a quote from the article: Where is it currently located?
Queen's Park decided to purchase some farmland at Mount Florida,