Controlled vocabularies for ocean acidification and ocean alkalinity enhancement research

Controlled vocabularies are defined as lists of pre-defined and standardized terms. The use of controlled vocabularies plays a very important role in effective data management, as it helps ensure that the data are documented, findable, and accessible in a consistent way. By using a limited and standardized set of terms, controlled vocabularies help improve metadata interpretation and data findability by eliminating spelling variations, synonyms, and other forms of variability. Additionally, controlled vocabularies help facilitate metadata interoperability between different systems, making it easier to exchange and integrate data between different organizations and platforms.