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 and scripts from: A semi-automated method for estimating Adelie penguin colony abundance from a fusion of multispectral and thermal imagery collected with Unoccupied Aircraft Systems” available from Duke Research Data Repository at https://doi.org/10.7924/r4cv4jq6j.
Dataset citation “LAND SUITABILITY ANALYSIS TOOLS FOR SUSTAINABLE MANURE UTILIZATION” available from Penn State ScholarSphere at https://doi.org/10.26207/99tk-sn24.
Dataset citation “UofM pouch cell voltage and expansion dataset and modeling code” available from Deep Blue Data at https://doi.org/10.1149/1945-7111/aba5d1.
Dataset citation “The matrix of influence coefficients due to pyramidal distribution on an overlapping hexagonal grid” available from Illinois Data Bank at https://doi.org/10.13012/B2IDB-0925335_V1.
Dataset citation “Imaging the reduction of uranyl on Fe-bearing minerals surfaces using in situ electrochemical AFM” available from Deep Blue Data at https://doi.org/10.7302/mf7d-bw87.
Dataset citation “CT Data of the partial cranium of SGS-UM 2009-002, Saadanius hijazensis (holotype).” available from Deep Blue Data at https://doi.org/10.7302/t0ty-pj64.
Dataset citation “Dataset for: ‘A Dual-Frequency Radar Retrieval of Snowfall Properties Using a Neural Network’” available from Illinois Data Bank at https://doi.org/10.13012/B2IDB-0791318_V1.
Dataset citation “Confluence Density Effects Simulation Database” available from Illinois Data Bank at https://doi.org/10.13012/B2IDB-6257171_V1.
Dataset citation “Geospatial Data: Carbon Opportunity Cost of Animal-Sourced Food Production on Land” available from at https://doi.org/10.17609/q5pe-7r68.
Dataset citation “Lipid Vesicle-Coated Complex Coacervates” available from Penn State’s ScholarSphere at https://doi.org/10.26207/34q4-de27.