According to the British panel show QI, 4% of sand on D-Day beaches is detritus from the D-Day landings. (Scroll down, below pic of tortoise)
Fragments of D-Day Battle Found in Omaha Beach Sand This appears to be the article concerned: http://www.sepm.org/CM_Files/SedimentaryRecord/SedRecord%209-3.pdf
So hypothetically, if someone was sad enough to go around and collect a smallish pot of sand from each of the beaches then each sample would contain a trace amount from 1944?
Looks like it, but according to the article Von Poop linked to, it depends on which part of which beach you are on.
https://www.gettysburgmuseumofhistory.com/gettysburg-battle/world-war-ii-militaria/original-d-day-relics-recovered-in-normandy-sand-from-omaha-beach-plus-airborne-item/ Kyle