The Geoscience Papers of the Future (GPF) Initiative is working to promote the sharing of software and provenance information associated with open access data, in addition to the datasets themselves, along with sufficient documentation and DOIs to strengthen science reproducibility. This community will include supplementary material hosted at Zenodo that have been prepared as part of a GPF, including datasets, software, and workflows. The GPF Initiative is part of the NSF EarthCube OntoSoft project.