Knowledge Discovery in Spatial Planning Data: A Concept for Cluster Understanding - Computational Approaches for Urban Environments - page 70

Appendix 2

Cluster Representatives

U-matrix cluster Urban district

UC1 Leverkusen

UC2 Heilbronn

UC3 Zweibrücken

UC4 Freiburg im Breisgau

UC5 Bremen

UC6 Aschaffenburg

UC7 Landau in der Pfalz

UC8 Berlin

UC9 Suhl

Appendix 3

Rules Explaining the U-Matrix Clustering

UD data belongs to Cluster UC1, if
log . SealedSurfaces / 48:3179 and
log . OpenSpaceMeshSize / 72:6255 and
log . BuildingArea / < 65:4549

UD data belongs to Cluster UC2, if
log . SealedSurfaces / < 48:3179 and
log . BuildingArea / < 75:0076 and
sqrt . ProtectedAreas / < 60:8555 or
log . SealedSurfaces / 48:3179 and
log . BuildingArea / 65:4549 and
log . OpenSpaceMeshSize / < 72:6255

UD data belongs to Cluster UC3, if
log . BuildingArea / 75:0076 and
log . SealedSurfaces / < 48:3179

UD data belongs to Cluster UC4, if
sqrt . ProtectedAreas / 60:8555 and
log . BuildingArea / < 75:0076 and
log . SealedSurfaces / < 48:3179