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Original Articles

Statistical overlay: an experiment with AVHRR and IBAMA TM interpretations

Pages 2581-2603 | Received 20 Feb 1992, Accepted 10 Jul 1992, Published online: 17 Apr 2007
 

Abstract

Abstract. A technique for integrating spatial data of dissimilar type, scale, resolution and information content was developed. The technique, statistical overlay, calibrates statistics from one lower resolution data source against those from another sampled higher resolution source, A multi-variate inequality constrained least squares approach is used. The method was tested for use in estimation of deforestation in the tropics. Interpretation maps of Landsat Thematic Mapper imagery from the Instituto Brasileiro do Meio Ambiente e dos Rccursos Naturais Renovaveis (IBAMA) as well as an Advanced Very High Resolution Radiometer (AVHRR) mosaic of the Amazon prepared by the U.N. Global Resource Information Database (UNEP/GRID) Geneva, were used for data sources.

Notes

Work performed under U.S. Geological Survey Contract 14-08-0001-22521, while employed by TGS Technology, Inc., EROS Data Center, Sioux Falls, South Dakota 57198, U.S.A.

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