E Cognition User Summit2009 M Wurm Dlr Structure Types

1. Mapping urban diversity Derivation of urban structure types by means of multisensoral remote sensing data Michael Wurm German Aerospace Center (DLR) German Remote Sensing Data Center (DFD) University of Würzburg, Department for Remote Sensing

2. Global urbanisation

3. Urban spatial structure - Urban diversity

5. Landsat Ikonos/DSM Wickop, 1998 and Banzhaf, 2008

6. Image Analysis Segmentation Classification Aggregation Added-value Analysis Image Input Workflow Buildings SegOpt LCC BType DSM VHR.opt

7. Building extraction DSM VHR Fused Blocks-Import Segmentation 1 Segmentation 2 Building Classification Height DSM VHR Fused Blocks-Import Segmentation 1 Segmentation 2 Building Classification Height DSM VHR Fused Blocks-Import Segmentation 1 Segmentation 2 Building Classification Height DSM VHR Fused Blocks-Import Segmentation 1 Segmentation 2 Building Classification Height DSM VHR Fused Blocks-Import Segmentation 1 Segmentation 2 Building Classification Height DSM VHR Fused Blocks-Import Segmentation 1 Segmentation 2 Building Classification Height DSM VHR Fused Blocks-Import Segmentation 1 Segmentation 2 Building Classification Height DSM VHR Fused Blocks-Import Segmentation 1 Segmentation 2 Building Classification Height

9. Image Analysis Segmentation Classification Aggregation Added-value Analysis Image Input Workflow Buildings SegOpt LCC BType DSM VHR.opt

10. Buildings-VHR Input Basic Segmentation Optimzation Level 1 Optimization Level 2 Optimzation Level 3 Classification Building Classification Streets Import LCC .1 LCC .2 LCC .3 LCC .4 Final LCC Buildings-VHR Input Basic Segmentation Optimzation Level 1 Optimization Level 2 Optimzation Level 3 Classification Building Classification Streets Import LCC .1 LCC .2 LCC .3 LCC .4 Final LCC Buildings-VHR Input Basic Segmentation Optimzation Level 1 Optimization Level 2 Optimzation Level 3 Classification Building Classification Streets Import LCC .1 LCC .2 LCC .3 LCC .4 Final LCC Buildings-VHR Input Basic Segmentation Optimzation Level 1 Optimization Level 2 Optimzation Level 3 Classification Building Classification Streets Import LCC .1 LCC .2 LCC .3 LCC .4 Final LCC Segmentation-optimization Buildings-VHR Input Basic Segmentation Optimzation Level 1 Optimization Level 2 Optimzation Level 3 Classification Building Classification Streets Import LCC .1 LCC .2 LCC .3 LCC .4 Final LCC

14. Image Analysis Segmentation Classification Aggregation Added-value Analysis Image Input Workflow Buildings SegOpt LCC BType DSM VHR.opt

15. Landcover Vegetation density [%] Building density Impervious surface [%]

17. Image Analysis Segmentation Classification Aggregation Added-value Analysis Image Input Workflow Buildings SegOpt LCC BType DSM VHR.opt