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In Spatial Data Infrastructure or Cyber Infrastructure, the description ofgeographic data semantics is intended to support data discovery, reuse andintegration. In the vast majority of cases the producers of these data generatedescriptions based on particular understandings of what uses the data are goodfor. This producer-oriented perspective means that the descriptions often donot help to answer the question of whether a data set is of use for a consumerwho might want to apply it in a different context. In this paper, we discussthe role geographic information observatories can play in providing aninfrastructure for observing the context of data use by consumers. Theseobservations of data pragmatics lead to operational statistical methods thatwill support better fitness-for-use assessment. Finally, we highlight some ofthe challenges to building these observatories, and briefly discuss strategiesto address those challenges.

We Need to Rethink How We Describe and Organize Spatial Information:  Instrumenting and Observing the Community of Users to Improve Data  Description and Discovery