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Jaroslaw Zawadzki (email), Chris J. Cieszewski, Michal Zasada, Roger C. Lowe

Applying geostatistics for investigations of forest ecosystems using remote sensing imagery

Zawadzki J., Cieszewski C.J., Zasada M., Lowe R.C. (2005). Applying geostatistics for investigations of forest ecosystems using remote sensing imagery. Silva Fennica vol. 39 no. 4 article id 369. https://doi.org/10.14214/sf.369

Abstract

Geostatistically based methods that utilize textural information are frequently used to analyze remote sensing (RS) images. The role of these methods in analyzing forested areas increased rapidly during the last several years following advancements in high-resolution RS technology. The results of numerous applications of geostatistical methods for processing RS forest images are encouraging. This paper summarizes such results. Three closely related topics are reviewed: 1) specific properties of geostatistical measures of spatial variability calculated from digital images of forested areas, 2) determination of biophysical forest parameters using semivariograms and characterization of forest ecosystem structure at the stand level, and 3) forest classification methods based on spatial information.

Keywords
remote sensing; spatial information; semivariance; semivariogram; forest classification

Author Info
  • Zawadzki, Environmental Engineering Department, Warsaw Technical University, Ul. Nowowiejska 20, 00-653 Warsaw, Poland ORCID ID:E-mail jaroslaw.zawadzki@is.pw.edu.pl (email)
  • Cieszewski, D. B. Warnell School of Forest Resources, University of Georgia, Athens, GA 30602, USA ORCID ID:
  • Zasada, Department of Forest Productivity, Faculty of Forestry, Warsaw Agricultural University, Poland ORCID ID:
  • Lowe, D. B. Warnell School of Forest Resources, University of Georgia, Athens, GA 30602, USA ORCID ID:

Received 29 September 2004 Accepted 1 November 2005 Published 31 December 2005

Available at https://doi.org/10.14214/sf.369 | Download PDF

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