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Open Science for the Next Decade of Life and Physical Sciences Research for Deep Space Exploration

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Open Science for the Next Decade of Life and Physical Sciences Research for Deep Space Exploration

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All space-related biological, biomedical, and physical sciences research data are precious national data resources. These data need to be as open-access as possible to grow the fields, of reusable quality to empower community-driven informatic research, and collected through researchers using cloud-based digital research notebooks to streamline collection-submission-curation. To fulfill the potential of Open Science research, experiments should be designed to maximize metadata quality, data volume and experimental reproducibility; data should be curated according to acceptable ontologies and standard assay metadata from their respective fields; higher-level data should be generated with consensus processing pipelines; and novel tools for open-access collaborative data networking and exchange should be developed to enable collaboration in a secured manner while removing old NASA security roadblocks. With access to high-end computing and AI/ML modeling tools, this community-driven research approach will be well-positioned to conduct world-class research.

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