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Discoveries in the geosciences are increasingly taking place across traditional disciplinary boundaries. The EarthCube program, a community-driven project supported by the U.S. National Science Foundation, is developing an information- and tool-sharing framework to bridge between disciplines and unlock the modern geosciences’ transformative potential.