Automated Satellite Cloud Analysis - Tactical Nephanalysis (TACNEPH).

Abstract

The TACNEPH program was a four year effort to develop a relocatable regional cloud analysis model for operational use in a transportable satellite ground station facility. Key features of the model are the ability to assimilate and analyze data from both military and civilian polar orbiting satellites in real time and to perform cloud analyses in the absence of any data source other than direct satellite sensor transmissions. In particular, data from the DMSP OLS, SSM/I, and SSM/T are used together with NOAA AVHRR multispectral imagery. In addition to direct broadcast satellite data, the only additional data requirements are for surface temperature climatology and geographic classification databases. Algorithms were developed to perform nephanalysis over the range of conditions expected to be encountered in a tactical environment (e.g., variable mix of sensor and supporting data and the absence of conventional observations). The TACNEPH program has the capability to operate in a 'gracefully degrading' mode wherein different algorithms are employed as various sources of data are lost. Cloud algorithms consist of a series of cloud tests, each sensitive to a different satellite sensor spectral signature. Since the model must be able to operate when no conventional data are available, clear scene characteristics are inferred from climatology and sensor data. A technique has been developed to predict clear-scene satellite brightness temperatures through dynamic adjustments to climatological surface temperatures derived from shelter measurements.

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Document Details

Document Type
Technical Report
Publication Date
Nov 30, 1994
Accession Number
ADA320375

Entities

People

  • Daniel C. Peduzzi
  • Gary B. Gustafson
  • James S. Belfiore
  • Jeanne M. Sparrow
  • Ronald G. Isaacs

Organizations

  • Atmospheric and Environmental Research, Inc

Tags

Communities of Interest

  • Engineered Resilient Systems
  • Materials and Manufacturing Processes
  • Sensors
  • Space
  • Weapons Technologies

DTIC Thesaurus Topics

  • Artificial Satellites
  • Computer Programs
  • Computers
  • Data Processing
  • Database Management Systems
  • Databases
  • Detection
  • Detectors
  • Geography
  • Image Processing
  • Measurement
  • Meteorology
  • Optical Properties
  • Quality Control
  • Surface Properties
  • Surface Temperature
  • Test And Evaluation

Fields of Study

  • Environmental science

Readers

  • Atmospheric Science/Meteorology
  • Computer Vision.

Technology Areas

  • AI & ML
  • Space
  • Space - Satellites