Title :
Habitat mapping and quality assessment of heathlands using a modified kernel-based reclassification technique
Author :
Thoonen, G. ; Spanhove, T. ; Haest, B. ; Borre, J Vanden ; Scheunders, P.
Author_Institution :
Vision Lab., Univ. of Antwerp, Antwerp, Belgium
Abstract :
This article presents a method for acquiring habitat maps, intended for monitoring and evaluating the conservation status of heathland vegetation, starting from thematic land cover maps. The procedure is a modified kernel-based reclassification technique, that fits into a complete habitat quality assessment framework. Part one of the procedure shifts a small square kernel over the land cover map and assigns a habitat type to each position that complies with a single set of expert rules, related to the land cover composition in that position. Part two fills the gaps, by assigning a habitat type to any of the map positions that don´t conform to any of the rules, or to more than one set of rules, by using a distance measure. The technique is tested on real data from a heathland site and shows some promising results.
Keywords :
environmental factors; geophysical image processing; geophysical techniques; image classification; terrain mapping; vegetation mapping; Belgium; Kalmthoutse Heide; environmental factors; habitat mapping; heathland vegetation; image classification; kernel-based reclassification technique; quality assessment; thematic land cover maps; vegetation mapping; Accuracy; Europe; Kernel; Monitoring; Vegetation mapping; Water heating; Environmental factors; Image classification; Remote sensing; Vegetation mapping;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2010.5649240