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A data management workflow of biodiversity data from the field to data users.

Rachel A HackettMichael W BelitzEdward E GilbertAnna K Monfils
Published in: Applications in plant sciences (2019)
We highlight data collection techniques that optimized transcription time, including the use of predetermined and controlled vocabulary, Darwin Core terms, and data dictionaries. The validity and longevity of our data were supported by voucher specimens, metadata with measurement records, and published manuscripts detailing methods and data sets. Key to our data dissemination was cooperation among partners and the utilization of dynamic tools. To increase data interoperability, we need flexible and customizable data collection templates, coding, and enhanced communication among communities using biodiversity data.
Keyphrases
  • electronic health record
  • big data
  • data analysis
  • systematic review
  • artificial intelligence
  • transcription factor
  • deep learning
  • men who have sex with men
  • human immunodeficiency virus