Investigation of aggregation effects in vegetation condition monitoring at a national scale

T. K. Alexandridis, T. Katagis, I. Z. Gitas, N. G. Silleos, K. M. Eskridge, G. Gritzas

Research output: Contribution to journalArticle

6 Citations (Scopus)

Abstract

Monitoring vegetation condition is an important issue in the Mediterranean region, in terms of both securing food and preventing fires. Vegetation indices (VIs), mathematical transformations of reflectance bands, have played an important role in vegetation monitoring, as they depict the abundance and health of vegetation. Instead of storing raster VI maps, aggregated statistics can be derived and used in long-term monitoring. The aggregation schemes (zonations) used in Greece are the forest service units, the fire service units, and the administrative units. The purpose of this work was to explore the effect of the modifiable areal unit problem (MAUP) in vegetation condition monitoring at the above-mentioned aggregation schemes using 16 days Normalized Difference Vegetation Index (NDVI) composites acquired by the moderate resolution imaging spectroradiometer satellite sensor. The effects of aggregation in the context of MAUP were examined by analyzing variance, from which the among polygon variation (objects' heterogeneity) and the within polygon variation (pixels' homogeneity) were derived. Significant differences in objects' heterogeneity were observed when aggregating at the three aggregation schemes; therefore there is a MAUP effect in monitoring vegetation condition on a nationwide scale in Greece with NDVI. Monitoring using the fire service units has significantly higher pixels' homogeneity; therefore there is indication that it is the most appropriate for monitoring vegetation condition on a nationwide scale in Greece with NDVI. Results were consistent between the two major types of vegetation, natural and agricultural. According to the statistical validation, conclusions based on the examined years (2003 and 2004) are justified.

Original languageEnglish (US)
Pages (from-to)507-521
Number of pages15
JournalInternational Journal of Geographical Information Science
Volume24
Issue number4
DOIs
StatePublished - Apr 1 2010

Fingerprint

Condition monitoring
aggregation
Agglomeration
monitoring
vegetation
NDVI
Greece
polygon
vegetation index
Monitoring
homogeneity
pixel
Fires
Mediterranean region
satellite sensor
raster
effect
zonation
MODIS
Pixels

Keywords

  • Modifiable areal unit problem
  • Modis
  • Vegetation index
  • Vegetation monitoring
  • Zonation

ASJC Scopus subject areas

  • Information Systems
  • Geography, Planning and Development
  • Library and Information Sciences

Cite this

Investigation of aggregation effects in vegetation condition monitoring at a national scale. / Alexandridis, T. K.; Katagis, T.; Gitas, I. Z.; Silleos, N. G.; Eskridge, K. M.; Gritzas, G.

In: International Journal of Geographical Information Science, Vol. 24, No. 4, 01.04.2010, p. 507-521.

Research output: Contribution to journalArticle

Alexandridis, T. K. ; Katagis, T. ; Gitas, I. Z. ; Silleos, N. G. ; Eskridge, K. M. ; Gritzas, G. / Investigation of aggregation effects in vegetation condition monitoring at a national scale. In: International Journal of Geographical Information Science. 2010 ; Vol. 24, No. 4. pp. 507-521.
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