That's the 48th Highlanders of Canada, parading in Newark, NJ, in 1917.

http://regimentalpipers.com/48pd/Gal...leryindex.html
For no apparent reason, the picture is in the "1900-1913" section of the gallery; it's the next-to-last pic.