Monitoring changes in agricultural landscapes of Central Europe, Hungary: application of ILWIS GIS for image processing

Polina Lemenkova (1)

1 OUC - Ocean University of China

The research aim is application of GIS and spatial analysis of satellite images for agricultural mapping. The study area is located in Mecsek Hills, Hungary. These landscapes represent unique part of Hungarian environment in the Carpathian Basin. Diverse landscape structure with complex biogeographic composition characterizes this region. However, this region is intensely used in agriculture, which causes high land heterogeneity. The research method consists in using ILWIS GIS and Landsat TM satellite imagery (1992, 1999 and 2006). The methodology includes clustering, spatial analysis, interpretation and classification. Clustering algorithm is based on the analysis of the similarity of the spectral signatures of pixels, and grouping pixels into thematic categories of classes of the land cover types in study area. This paper contributes to the development of the agricultural monitoring in region of central Europe. The distribution of the landscapes in the Mecsek Hills area was analyzed. Land cover types were interpreted by association of pixels on the image to different thematic classes: vegetation, categories of agricultural land and other areas (in total, 12 classes). The results consists in thematic land cover maps of the study area in 1992, 1999, 2006 showing landscape dynamics.

Mots clés: Image processing Digital image processing; Image processing Image recognition; Image processing Pattern recognition; Image processing Methods statistical; Image processing -- Digital techniques; GIS & Spatial Analyses; GIS Analysis; GIS Geographic Information System; GIS Climat Environnement Société; Remote Sensing Image Classification

Domaines: Sciences de la Terre; Sciences de l'environnement; Etudes de l'environnement; Informatique [cs]; Traitement des images [eess.IV]; Traitement du signal et de l'image [eess.SP]; Recherche d'information [cs.IR]; Synthèse d'image et réalité virtuelle [cs.GR]; Apprentissage [cs.LG]; Informatique ubiquitaire; Biodiversité et Ecologie; Environnement et Société; Milieux et Changements globaux; Géographie

Polina Lemenkova. Monitoring changes in agricultural landscapes of Central Europe, Hungary: application of ILWIS GIS for image processing. XII th International Conference on Geoinformatics - Theoretical and Applied Aspects, National Academy of Sciences of Ukraine, May 2013, Kiev, Ukraine. ⟨10.6084/m9.figshare.7434197.v1⟩. ⟨hal-02021978⟩