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SIGNATURE EXTENSION [1 record]

Record 1 2002-04-05

English

Subject field(s)
  • Remote Sensing
DEF

The use of training statistics obtained from one geographic area to classify data from similar areas some distance away.

CONT

The alternative to depending on training sites for classification is to apply the concept of signature extension. This term refers to the assumption that a single, more or less constant, spectral signature may be defined as characteristic of any class, and that this signature has broad (universal) applicability to any scene in a region, or even worldwide. As a specific example, the signature for winter wheat at its maturation should be essentially the same for fields in the U.S. Great Plains, Argentina, the Ukraine, and Australia - provided such variables as differing air masses, Sun position, soil types, soil moisture, etc. are compensated for. If that proves true, then an unknown feature or class in a given scene anywhere should be classifiable by comparing its spectral properties (for a Landsat pixel, its multiband digital number [DN] values) to a "data bank" containing standard values for each of many classes. The closest fit of the unknown's DN [digital number] values to those of some one class in the bank is assumed to identify it.

OBS

signature extension: term officially approved by the RADARSAT-2 Terminology Approval Group (RTAG).

French

Domaine(s)
  • Télédétection
DEF

En classification des données, application des statistiques d'une zone géographique donnée à d'autres zones semblables, plus ou moins éloignées.

OBS

extension de signature : terme uniformisé par le Groupe de travail de la terminologie de RADARSAT-2 (GTTR).

Spanish

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