Seasonal & Annual Change Monitoring (SATChMo) is one of the Core Mapping Services within the geoland2 project. The project is co-founded by the European Commission under the 7th Framework Program in the Space Activity area. It delivers VHR/HR products over permanent samples representative for all European environmental / ecological conditions for annual intervals with statistics of land cover & land cover change. SATChMo is aiming to cover 27 EU countries. This work is to describe and evaluate object-based and pixel-based methods prepared for classification of VHR multispectral images.