Direct proof of use
U.S. Air Force and Air Force Test Center records directly place GBU-31 JDAMs in Operation Iraqi Freedom. On March 24, 2003, Air Force imagery documented a 22nd Expeditionary Fighter Squadron weapons load crew loading a GBU-31 precision-guided bomb on an F-16 Fighting Falcon at a forward-deployed Operation Iraqi Freedom air base.
Air Force Test Center history also describes Block 30 F-16 pilots flying combat missions over Iraq who were affected by a software problem that interfered with their ability to drop GBU-31 JDAMs. The same account says a corrected software load was tested with live JDAM releases on March 21-22, 2003 and then released back to the warfighter.
Sources: Air Force F-16 GBU-31 Load, AFTC JDAM Urgent Operational Testing
Air-war scale
The GBU-31 was not a one-off loadout in Iraq. Human Rights Watch's Appendix D to Off Target, citing Lt. Gen. T. Michael Moseley's USCENTAF Operation Iraqi Freedom - By the Numbers report, lists 5,086 GBU-31 JDAMs among precision-guided munitions expended in the air war.
The archived metadata for Operation Iraqi Freedom - By the Numbers identifies the report as a Combined Forces Air Component Commander document dated April 30, 2003, prepared by Lt. Gen. T. Michael Moseley. That provenance is important because the expenditure table is an air-component accounting record rather than later unsourced retelling.
Sources: HRW Off Target Appendix D, APUS OIF By the Numbers Archive
Operational role
In Iraq, the GBU-31 served as an air-delivered precision strike munition for U.S. fighter and bomber aircraft. The Air Force describes JDAM as a GPS-aided inertial-guidance tail kit that turns unguided bomb bodies into all-weather guided air-to-surface weapons, with the GBU-31 using a 2,000-pound BLU-109 or Mk 84-class payload.
The Iraq records support use by the United States and coalition air forces, with direct F-16 evidence from March 2003 and aggregate expenditure data for the wider air campaign. The available public sources used here do not break the 5,086 GBU-31 figure down by bomb body, aircraft type, target category, or individual strike.
Sources: Air Force JDAM Fact Sheet, Air Force F-16 GBU-31 Load, HRW Off Target Appendix D