batch_auto_20260713 202607131256465730 BOEM ESP geoESPIS ESPIS@boem.gov Bureau of Ocean Energy Management Improvements to the Oil Spill Risk Analysis Input Quality Assurance/ Quality Control and Validation AXIOM Data Science, LLC. AXIOM Data Science, LLC. This study produced a set of standardized processes and tools to facilitate verification and validation of ocean general circulation model (GCM) results and formatting those model results for input to BOEM’s Oil-Spill Risk Analysis (OSRA). 247948 U.S. Department of the Interior, Bureau of Ocean Energy Management, Environmental Studies Program https://doi.org/10.13039/100012475 M0121P0008 10.67297/9A1E7F https://boem.gov/awardpages/100351