“…Definitions, methods, and standards for government and industry data collection, sharing, and integration, however, have diverse historical backgrounds and have been developed by different organizations to serve distinct information needs: Government agencies, for instance, collect basic geoscientific and industry data to inform long-term resource management, promote sustainable development, and secure an affordable supply of raw materials at national, regional, and local levels. National- and regional-scale geospatial data sets and mineral resource estimates by government agencies often cover both known and undiscovered mineral deposits, and aim to inform a wide range of users including policy makers, exploration companies, and investors. ,− These data sets and resource estimates, however, have diverse underlying assumptions, varying uncertainty, and significant data gaps, ,,, which make them difficult to compare and integrate. Exploration and mining companies, on the other hand, collect detailed site-scale information for project-specific appraisal (valuation) and operations planning, with the goal of generating revenue though successful mining and refining ventures (Figure ).…”