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INPUT 2012



Evaluating Axial Growth in Hamburg
using a Cellular Automata Model and
         Landscape Metrics
                      11.05.2012


        Christian Daneke, Jürgen Oßenbrügge
      Institute for Geography, University Hamburg
          christian.daneke@uni-hamburg.de
Presentation Layout



                1. Hamburg and „Axial Planning“
                 • Introduction to the study region and local planning

                2. Testing the „Axial Planning“ policy
                 • How does the experimental setup work?

                3. Methods
                 • How to model and measure the impacts?

                4. Results
                 • Impacts on Hamburg and neighbouring districts

                5. Conclusion
                 • Does the „Axial Planning“ work in the future?


 2   Christian Daneke 17.05.2012
Location and extend of the study region

                                                      Functional Region of Hamburg
                                                      Hamburg plus 7 Districts
                                                      Main commuting-region


                                                      Population
                                                      Hamburg: 1,8 Mio
                                                      Region: 3,4 Mio


                                                      Planning policy
                                                      Axial Planning Policy since 1969


                                                      Measurements
                                                      Area: 8525 sqkm
                                                      Diameter: 150 km




 3   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
The „Axial Planning“ in Hamburg


                                                          Implementation in
       Original Sketch from 1919
                                                      Regional Development Plan




 4   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Monocentric layout in the study region




 5   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Infrastructure fostering axial growth




 6   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Axial growth as an area-based planning strategy




 7   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Experimental Setup to evaluate the impacts of an axial policy


Situation 2005                     Diverging Scenarios for 2050   Alternated Planning


                                                                        Compact
                                                                      With planning




                                                                      Compact City


                                                  Compact City




                                                                         Sprawl
                                                                      with planning




                                                                         Sprawl

                                                      Sprawl

 8   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Conceptual Layout of the Metronamica Modelling Framework

                                                    Stochastic
                                                    perturbation                              Land use

                                                          v = 1 + (− ln [rand ])
                                                      t                        α


 Suitability


                                                0                  0.5             1




                                      Transition Rule
                                      Change cells to land-use for which
                                      they have the highest transition
                                      potential until the demands are
                                      met.

      Accessibility                                                                    Transition
                                                    Zoning                             Potentials




 9   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Landscape Metrics to measure the impacts

                                Elements                                  Landscape




                   Indicator                                         Description
      Patch Density                          Elements per Area
      Patch Size                             Mean size of all Elements
                                             Mean Complexity of all Elements as the comparison to a
      Patch Shape
                                             perfect square
      Compaction                             Mean extend / reach of all elements
      Fractal                                Mean Fractal Index of Elements
      Aggregation Index                      Probability that two cells of the same class are neighbours



 10   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Results I: Impacts in the axial corridors




                            Compact City with planning   Sprawl with planning


                            Compact City                 Sprawl



 11   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Results II: Impacts in the non-corridors




                            Compact City with planning   Sprawl with planning


                            Compact City                 Sprawl



 12   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Results III: Regional differences in axial growth on district level


                                              Mean Area of Settlements
                         Segeberg                                                          Segeberg



Pinneberg                                      Storman              Pinneberg                                 Storman




Stade                                              Hzg. Lauenburg   Stade                                         Hzg. Lauenburg




             Harburg                   Lüneburg                                 Harburg                Lüneburg




                                    Compact City with planning                  Sprawl with planning


                                    Compact City                                Sprawl



        13   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Results III: Regional differences in axial growth on district level


                                              Mean Area of Settlements
                         Segeberg                                                          Segeberg



Pinneberg                                      Storman              Pinneberg                                 Storman




Stade                                              Hzg. Lauenburg   Stade                                         Hzg. Lauenburg




             Harburg                   Lüneburg                                 Harburg                Lüneburg




                                    Compact City with planning                  Sprawl with planning


                                    Compact City                                Sprawl



        14   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Conclusion




      General Impacts                             Compact City               Sprawl




 •    Axial growth                           •   Axial Growth        •   Strong axial
      dominant                               •   Strengthening           growth
 •    Non-corridors                              effect              •   Controlling impact
      shrink                                 •   Preserving effect       on growth
 •    Policy amplifies the                   •   Competing with      •   Sprawling
      effects                                    the inner city          development is
 •    Strong regional                                                    prevented
      differences




 15   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Thank You!
  Feel free to ask questions!


Christian Daneke, Jürgen Oßenbrügge

   christian.daneke@uni-hamburg.de
ossenbruegge@geowiss.uni-hamburg.de

         Institut für Geographie
          Universität Hamburg
            Bundesstraße 55
            20146 Hamburg
Land Use Demands



Analysis per Land Use Class                                       Definition
                  Land Use                                       New Population
                 Block-scale                                       Per Year


 Buildings                          Population          LU 1         LU 2          LU 3

                                                       Density      Density       Density
                  Number of
                    flats                              Nr. new      Nr. new       Nr. new
                                                        flats        flats         flats

              Area per Class
             needed to house                           Demand       Demand        Demand
                  n flats


 17   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Example of the Modelresults: Compact City




 18   Christian Daneke, Jürgen Oßenbrügge 17.05.2012
Example of Modelresults: Sprawl




 19   Christian Daneke, Jürgen Oßenbrügge 17.05.2012

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Daneke & Oßenbrügge - input2012

  • 1. INPUT 2012 Evaluating Axial Growth in Hamburg using a Cellular Automata Model and Landscape Metrics 11.05.2012 Christian Daneke, Jürgen Oßenbrügge Institute for Geography, University Hamburg christian.daneke@uni-hamburg.de
  • 2. Presentation Layout 1. Hamburg and „Axial Planning“ • Introduction to the study region and local planning 2. Testing the „Axial Planning“ policy • How does the experimental setup work? 3. Methods • How to model and measure the impacts? 4. Results • Impacts on Hamburg and neighbouring districts 5. Conclusion • Does the „Axial Planning“ work in the future? 2 Christian Daneke 17.05.2012
  • 3. Location and extend of the study region Functional Region of Hamburg Hamburg plus 7 Districts Main commuting-region Population Hamburg: 1,8 Mio Region: 3,4 Mio Planning policy Axial Planning Policy since 1969 Measurements Area: 8525 sqkm Diameter: 150 km 3 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 4. The „Axial Planning“ in Hamburg Implementation in Original Sketch from 1919 Regional Development Plan 4 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 5. Monocentric layout in the study region 5 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 6. Infrastructure fostering axial growth 6 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 7. Axial growth as an area-based planning strategy 7 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 8. Experimental Setup to evaluate the impacts of an axial policy Situation 2005 Diverging Scenarios for 2050 Alternated Planning Compact With planning Compact City Compact City Sprawl with planning Sprawl Sprawl 8 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 9. Conceptual Layout of the Metronamica Modelling Framework Stochastic perturbation Land use v = 1 + (− ln [rand ]) t α Suitability 0 0.5 1 Transition Rule Change cells to land-use for which they have the highest transition potential until the demands are met. Accessibility Transition Zoning Potentials 9 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 10. Landscape Metrics to measure the impacts Elements Landscape Indicator Description Patch Density Elements per Area Patch Size Mean size of all Elements Mean Complexity of all Elements as the comparison to a Patch Shape perfect square Compaction Mean extend / reach of all elements Fractal Mean Fractal Index of Elements Aggregation Index Probability that two cells of the same class are neighbours 10 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 11. Results I: Impacts in the axial corridors Compact City with planning Sprawl with planning Compact City Sprawl 11 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 12. Results II: Impacts in the non-corridors Compact City with planning Sprawl with planning Compact City Sprawl 12 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 13. Results III: Regional differences in axial growth on district level Mean Area of Settlements Segeberg Segeberg Pinneberg Storman Pinneberg Storman Stade Hzg. Lauenburg Stade Hzg. Lauenburg Harburg Lüneburg Harburg Lüneburg Compact City with planning Sprawl with planning Compact City Sprawl 13 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 14. Results III: Regional differences in axial growth on district level Mean Area of Settlements Segeberg Segeberg Pinneberg Storman Pinneberg Storman Stade Hzg. Lauenburg Stade Hzg. Lauenburg Harburg Lüneburg Harburg Lüneburg Compact City with planning Sprawl with planning Compact City Sprawl 14 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 15. Conclusion General Impacts Compact City Sprawl • Axial growth • Axial Growth • Strong axial dominant • Strengthening growth • Non-corridors effect • Controlling impact shrink • Preserving effect on growth • Policy amplifies the • Competing with • Sprawling effects the inner city development is • Strong regional prevented differences 15 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 16. Thank You! Feel free to ask questions! Christian Daneke, Jürgen Oßenbrügge christian.daneke@uni-hamburg.de ossenbruegge@geowiss.uni-hamburg.de Institut für Geographie Universität Hamburg Bundesstraße 55 20146 Hamburg
  • 17. Land Use Demands Analysis per Land Use Class Definition Land Use New Population Block-scale Per Year Buildings Population LU 1 LU 2 LU 3 Density Density Density Number of flats Nr. new Nr. new Nr. new flats flats flats Area per Class needed to house Demand Demand Demand n flats 17 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 18. Example of the Modelresults: Compact City 18 Christian Daneke, Jürgen Oßenbrügge 17.05.2012
  • 19. Example of Modelresults: Sprawl 19 Christian Daneke, Jürgen Oßenbrügge 17.05.2012