Quantifying the dark data in museum fossil collections as palaeontology undergoes a second digital revolution

Large-scale analysis of the fossil record requires aggregation of palaeontological data from individual fossil localities. Prior to computers, these synoptic datasets were compiled by hand, a laborious undertaking that took years of effort and forced palaeontologists to make difficult choices about what types of data to tabulate. The advent of desktop computers ushered in palaeontology's first digital revolution—online literature-based databases, such as the Paleobiology Database (PBDB). However, the published literature represents only a small proportion of the palaeontological data housed in museum collections. Although this issue has long been appreciated, the magnitude, and thus potential significance, of these so-called ‘dark data’ has been difficult to determine. Here, in the early phases of a second digital revolution in palaeontology­—the digitization of museum collections—we provide an estimate of the magnitude of palaeontology's dark data. Digitization of our nine institutions' holdings of Cenoz...