Automated recognition of urban objects for morphological urban analysis

► A parametric GIS model was developed for automated recognition of urban morphology. ► To confront urban complexity the model applies context-based recognition using GIS. ► Morphological features essential for 3D urban climate modelling were extracted. ► Shadow recognition is used to extract buildings height for 3D urban morphology. ► Model accuracy was evaluated using statistical tests with satisfying results.