Cloud Forecast Simulation Model.

Abstract

The cloud forecast simulation model generates synthetic worldwide 3- hour total cloud cover forecast fields at 50-nautical mile resolution. The synthetic forecasts are generated stochastically, based on input verifying 'observed' total cloud cover fields, in such a manner that the agreement between the synthetic cloud forecast field and its verifying observed field is no better or worse than the agreement between actual cloud prognoses and their verifying observations. Moreover, a sawtooth wave submodel is used to insure the synthetic cloud forecast fields have the same spatial correlation as actual cloud prognoses have. Thus, the cloud forecast simulation model generates synthetic total cloud cover forecast fields that have the same skill and spatial correlation as the operational forecast product has. The model is used to generate meteorological input to system planning and optimization simulations and system design studies. The sawtooth wave submodel could also be used to generate synthetic two-dimensional observed weather fields as well as cloud forecasts.

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1981
Accession Number
ADA113540

Entities

People

  • Emil M. Berecek
  • John C. Sladen
  • Roger C. Whiton

Organizations

  • Air Force Technical Applications Center

Tags

Communities of Interest

  • Materials and Manufacturing Processes
  • Space

DTIC Thesaurus Topics

  • Agreements
  • Air Force
  • Central Processing Units
  • Cloud Cover
  • Clouds
  • Computer Programs
  • Computers
  • Databases
  • Equations
  • Least Squares Method
  • Plastic Explosives
  • Probability
  • Probability Distributions
  • Simulators
  • Statistics
  • Two Dimensional
  • United States

Fields of Study

  • Environmental science

Readers

  • Atmospheric Science/Meteorology
  • Computational Modeling and Simulation