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Open Access Publications from the University of California

A formal model to infer geographic events from sensor observations

  • Author(s): Devaraju, A
  • Kuhn, W
  • Renschler, CS
  • et al.

© 2014 Taylor & Francis. The Sensor Web provides wider access to sensors and their observations via the Web. A key challenge is to infer information about geographic events from these observations. A systematic approach to the representation of domain knowledge is vital when reasoning about events due to heterogeneous observational sources. This article delivers a formal model capturing the relations between observations and events. The model is exploited with a rule-based mechanism to infer information about events from in-situ observations. The article also describes how the model’s vocabularies are used to formulate spatiotemporal queries. A use case for reasoning about blizzard events based on real time series illustrates the formal model.

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