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While this link is from USGS, the quality control measures described can apply to a number of different disciplines.
DCC Data Lifecycle
From the Digital Curation Centre (DCC), this lifecycle model provides a graphical, high-level overview of the stages required for successful curation and preservation of data from initial conceptualisation or receipt through the iterative curation cycle.