A Horizontal Refractivity Depiction Product: An Evaluation

Abstract

The results from an independent validation of the Naval Western Oceanography Center (NWOC) Horizontal Refractivity Depiction (HRO) product, based on a 12 month North Pacific data set, are presented. The average capability of the HRO product (analysis and 36 hr prognosis) in correctly assessing observed refractive structure (either ducting or nonducting) was near 65%; HRO forecasts were reliable 79% of the time. Based on the Hanssen and Kuipers skill score (the difference between the hit and false alarm rates), the capabilities of the HRO product in the assessment and short-range forecasting of ducting were determined to be statistically better than those using an electromagnetic propagation conditions climatology. Any potential operational use of the NWOC HRD product in regions climatically distinct from the eastern North Pacific would likely require some modification of existing forecast thumbrules. The implementation of an automated synoptic-satellite inference rule base (as per an expert system) for the HRD, which would likely result in a more objective and consistent refractivity product, is recommended.

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Document Details

Document Type
Technical Report
Publication Date
Jul 01, 1992
Accession Number
ADA258738

Entities

People

  • G. N. Vogel

Tags

Communities of Interest

  • Human Systems
  • Space

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Artificial Satellites
  • Climatology
  • Data Sets
  • Databases
  • Delphi Method
  • Expert Systems
  • False Alarms
  • Oceanography
  • Oceans
  • Regions
  • Reliability
  • Satellite Imaging
  • Statistical Analysis
  • Topography
  • Validation
  • Warning Systems

Fields of Study

  • Environmental science

Readers

  • Atmospheric Science/Meteorology
  • Radar Systems Engineering.
  • Software Engineering.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • Space