Actually, interestingly enough, the D in D-Stay stands for nothing but day. D-Day is actually a code word for Operation Overlord (Which was a battle on June 6, 1944)
So yeah, people might make D-Day sound like Dunkirk or Dooms but in reality, the D in D-Day means Day