That's CRUEL WAR, for anybody who was wondering; no specific source is named. The DT file has a cryptic note, "last verse from JY", which means nothing to me, though that last verse does look on the face of it like a modern addition. The song itself is traditional, and is probably descended from older, British songs on the same theme. There is an entry at The Traditional Ballad Index:
Girl Volunteer, The [Laws O33]
There is also an Appalachian set of 1916 in the DT: THE WARFARE IS RAGING