Ensure that all documentation and metadata are comprehensive and complete. Example actions might include: open and run the data files; inspect the contents in order to validate, clean, and/or enhance data for future use; look for missing documentation about codes used, the significance of “null” and “blank” values, or unclear acronyms.
Dataset citation “Data associated with the publication ‘Using particle tracking to understand flow paths, age distributions, and the paradoxical origins of the inverse storage effect in an experimental catchment’ in Water Resources Research, 55” available from Johns Hopkins University Data Archive at https://doi.org/10.7281/T1/FTCWPF.
Dataset citation “Data from: Enhanced polymer mechanical degradation through mechanochemically unveiled lactonization” available from Duke Research Data Repository at https://doi.org/10.7924/r49s1r065.
Dataset citation “Why we fail: stakeholders’ perceptions of the social and ecological barriers to reforestation in southern Malawi” available from Dryad Digital Repository at https://doi.org/10.5061/dryad.zs7h44j5b.
Dataset citation “Data for: Tree-planting programs in Himachal Pradesh India 2019” available from the Data Repository for the University of Minnesota at https://doi.org/10.13020/8x0d-gb23.
Dataset citation “Data associated with the publication: Jordan, A.K. et al. (2020) Strength of Linkages Between Dust and Circulation Over North Africa: results from a coupled modeling system with active dust. Journal of Geophysical Research-Atmospheres” available from Johns Hopkins University Data Archive at https://doi.org/10.7281/T1/1ECVB0.
Dataset citation “Oxyfuel ion currents: Measurements of ion currents in the oxyfuel cutting torch preheat flame” available from Penn State’s ScholarSphere at https://doi.org/10.26207/9mnh-9r49.
Dataset citation “Data from: Koe: Web-based software to classify acoustic units and analyse sequence structure in animal vocalisations” available from Dryad Digital Repository at https://doi.org/10.5061/dryad.h44j0zpfg.
Dataset citation “Data from: Origin and role of the cerebrospinal fluid bidirectional flow in the central canal” available from Dryad Digital Repository at https://doi.org/10.5061/dryad.4mj3pv1.
Dataset citation “Large air pressure changes in a cave in northern Taiwan” available from Dryad Digital Repository at https://doi.org/10.5061/dryad.05qfttdzh.
Dataset citation “Data from: Evaluation of the mycobiome of ballast water and implications for fungal pathogen distribution” available from Duke University’s Research Data Repository at https://doi.org/10.7924/r4t72cv5v.