Enhanced Satellite Cloud Analysis by the Development of a Higher Resolution (6-km) Global Geography Data Set

Abstract

An improved global 6-km raster geography based on an Air Force vector product, several terrain data sets, and human interpretation has been produced at the Air Force Phillips Laboratory, Hanscom AFB, MA. Additionally, desert surface types were identified using background brightness values from satellite measurements. Use of this improved geography data has dramatically improved cloud analysis, particularly over coastal areas. This data set was produced as part of the SERCAA (Support of Environmental Requirements for Cloud Analysis and Archives) global cloud detection and analysis algorithms. These algorithms utilize the capabilities of both polar orbiting and geosynchronous satellites. Since detailed knowledge of the underlying surface is critical to the cloud/no-cloud decision process, a necessary component of the cloud analysis effort is a fine-resolution geography database that determines information on surface characteristics such as land-water boundaries, deserts, and lakes. Such geographical data has also been used to retrieve surface skin temperatures, thus further increasing the accuracy of the thermal infrared section of the cloud detection algorithm.

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1995
Accession Number
ADA350622

Entities

People

  • Crystal B. Schaaf
  • Daniel C. Peduzzi
  • Joan M. Ward
  • Radburn Robb

Organizations

  • Phillips Laboratory

Tags

DTIC Thesaurus Topics

  • Air Force
  • Air Force Facilities
  • Algorithms
  • Artificial Satellites
  • Boundaries
  • Brightness
  • Data Sets
  • Databases
  • Detection
  • Geography
  • Geosynchronous Satellites
  • Remote Sensing
  • Sea Level
  • Southern Hemisphere
  • United States

Fields of Study

  • Environmental science

Readers

  • Computer Vision.
  • Geospatial Intelligence and Artificial Intelligence Analytics
  • Space Exploration and Orbital Mechanics.

Technology Areas

  • Space