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GEOGRAPHICAL ANALYSIS, URBAN MODELING, SPATIAL STATISTICS 2011




           Resilient City and Seismic Risk:
           A Spatial Multicriteria Approach
           Lucia Tilio, Beniamino Murgante, Francesco Di Trani,
                        Marco Vona, Angelo Masi
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                     L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi             2011


                                                                            summary
Facing with disasters


                                                                       Risks
                                                                  Management
                   Vulnerability and Resilience



                                                                             Resilient City

A spatial Multicriteria approach

                               Conclusion and directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                                              L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                         Messina, 28 december 1908




                                                                                                                            S. Giuliano, 31 october 2002
L’Aquila, 6 April 2009




                                                                                              Potenza, 23 november 1980


      Facing wth    Risks                       Vulnerability         Resilient       Spatial Multicriteria   Conclusions and
       disasters management                    and Resilience           City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
            L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi     2011


                                                       Need to be
                                                     SuperHeroes
                                                              ???
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                                        No!need to
                                                                         be normal




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                           L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                        Decision
                        makers
                                                                     …and to act!
                                                                                              Common
  scientists                                                                                   people




Facing wth    Risks          Vulnerability         Resilient       Spatial Multicriteria   Conclusions and
 disasters management       and Resilience           City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011




                            forecasting           assessment




                    …                                             prevention
                                 Risks
                              Management
                     post-
                                                             protection
                   emergency


                                       emergency




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011




                                                    Exposure
                                 Hazard




                                            Vulnerability




                                             Risk

Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                                                   Hazard




                                           Global map, Giardini, Gryintal, Shedlock, Zhang, 1999

Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                                               Exposure




                                            Population density (people per km2) by country, 2006
                                                                 Miguel Contreras, lala land, 2007

Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                                  Vulnerability




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                              L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011



   Structural vulnerability
                                                                        Vulnerability




Facing wth    Risks            Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management         and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                              L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011



   Structural vulnerability
                                                                        Vulnerability




                                                                                                            Urban vulnerability
Facing wth    Risks            Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management         and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011




                                                      to Minimize
                                                         Urban
                                                      Vulnerability




                        to Maximize
                           Urban
                         Resilience




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                                   L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                    2011


                                                                                      Resilience

                    System state



                    Se                                                                    And then
                                                                                                          ?
                                                                                    Td             time
   Se = Equilibrium State
   Td = Disaster



Facing wth    Risks                 Vulnerability          Resilient       Spatial Multicriteria    Conclusions and
 disasters management              and Resilience            City               Approach              directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                                           Resilience

                                                                          Planned
                                                                         preparation


                                                                          Spontaneous
                                                                          adjustments




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                                           Resilience




                         Social aspects
Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                                           Resilience




   Resilience is capacity of a system, community or society potentially
  exposed to hazards to adapt by resisting or changing in order to reach
       and maintain an acceptable level of functioning and structure
  and is determined by the degree to which the social system is capable
     of organizing itself to increase its capacity of learning from past
    disasters for better future protection and to improve risk reduction
                                  measures.

Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                      2011


   Human communities                                            Resilient City
   Physical Systems


                                       Public Buildings




                  Bridges

 Citoyens
                               Associations                                              Institutions


                                                   Buildings
    Lifelines



                            Roads                  Organizations                        Strategic Buildings




Facing wth    Risks          Vulnerability      Resilient       Spatial Multicriteria     Conclusions and
 disasters management       and Resilience        City               Approach               directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                                Resilient City




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                                Resilient City




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                              Resilient City:
                                                                      how to
                                                                    identify?




    In Marsicovetere, Basilicata Region,
               South of Italy


Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011

                                                                                 Marsicovetere
                                                                                 (e Villa d’Agri)




                                   Important town in the Valley, “Val d’Agri”
                                   Seismic Area
Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                          spatial multicriteria
                                                        model




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                            a raster model




       pixels are the decisional
              alternatives




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                            criterion maps
                                                                        Accessibility




      a pixel is as better as it is
        closer to road network




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                            criterion maps
                                                                               Slope




        a pixel is as better as
           its slope is low




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                            criterion maps
                                                                                   Proximity
                                                                               to urban area




      a pixel is as better as it is
         closer to urban area




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                            criterion maps
                                                                               Proximity to
                                                                                  strategic
                                                                                  buildings




   a pixel is as better as it is
  closer to strategic buildings
        (e.g. hospitals)


Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                            criterion maps
                                                                        Distance from
                                                                         hydrographic
                                                                              network




      a pixel is as better as it is
       further to hydrographic
                network


Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                            criterion maps
                                                                                 Structural
                                                                               Vulnerability




       a pixel is as better as it
       its vulnerability is low




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                            criterion maps
                                                                                 Structural
                                                                               Vulnerability


                                                                        Marsicovetere




                                                                                  Villa d’Agri
       a pixel is as better as it
       its vulnerability is low




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                            criterion maps
                                                                                 Structural
                                                                               Vulnerability




       a pixel is as better as it
       its vulnerability is low




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                            criterion maps
                                                                               High Seismic
                                                                               Hazard Areas




      a pixel is as better as
       its seismic hazard is
                low


Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                      constraint maps
                                                                          High Landslide
                                                                                Risk and
                                                                          Flooding Areas




       a pixel is removed if its
        landslide and flooding
             risk is high


Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                      constraint maps
                                                                               Seismic
                                                                          Microzonation




    a pixel is removed if soils
     characteristics are not
                good



Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                      constraint maps
                                                                        Areas physically
                                                                               occupied
                                                                            by buildings
                                                                              and roads




      a pixel is removed if it is
      “occupied” by structures
         and infrastructures


Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                               weights definition
                                                             Pairwise comparison
                                                               according to Saaty
                                                   A “neutral” scenario: all criteria
                                                   have same importance.


                                                       A “functional” point of view:
                                                    criteria related to accessibility and
                                                    built-up areas proximity are more
                                                           important than others.

          three scenarios
                                                      A “safety” point of view: criteria
                                                      related to natural risks are more
                                                           important than others.

Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                               weights definition
                                                                  Pairwise comparison
                                                                    according to Saaty




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                                   resilient city




Facing wth    Risks      Vulnerability          Resilient       Spatial Multicriteria   Conclusions and
 disasters management   and Resilience            City               Approach             directions
Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD
                        L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi                   2011


                                                                     conclusions
 A first approach to    resilient city identification


      More criteria                                                  Some lack of information


                    A   map to communicate resilience


                                                   How to      maximize resilience
The right scale?
                                            to diversify alternatives
                                  Another multicriteria model?

Facing wth    Risks       Vulnerability         Resilient       Spatial Multicriteria   Conclusions and
 disasters management    and Resilience           City               Approach             directions

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  • 6. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 No!need to be normal Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 7. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Decision makers …and to act! Common scientists people Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 8. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 forecasting assessment … prevention Risks Management post- protection emergency emergency Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 9. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Exposure Hazard Vulnerability Risk Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 10. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Hazard Global map, Giardini, Gryintal, Shedlock, Zhang, 1999 Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 11. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Exposure Population density (people per km2) by country, 2006 Miguel Contreras, lala land, 2007 Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 12. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Vulnerability Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 13. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Structural vulnerability Vulnerability Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 14. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Structural vulnerability Vulnerability Urban vulnerability Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 15. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 to Minimize Urban Vulnerability to Maximize Urban Resilience Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 16. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Resilience System state Se And then ? Td time Se = Equilibrium State Td = Disaster Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 17. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Resilience Planned preparation Spontaneous adjustments Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 18. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Resilience Social aspects Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 19. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Resilience Resilience is capacity of a system, community or society potentially exposed to hazards to adapt by resisting or changing in order to reach and maintain an acceptable level of functioning and structure and is determined by the degree to which the social system is capable of organizing itself to increase its capacity of learning from past disasters for better future protection and to improve risk reduction measures. Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 20. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Human communities Resilient City Physical Systems Public Buildings Bridges Citoyens Associations Institutions Buildings Lifelines Roads Organizations Strategic Buildings Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 21. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Resilient City Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 22. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Resilient City Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 23. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Resilient City: how to identify? In Marsicovetere, Basilicata Region, South of Italy Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 24. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 Marsicovetere (e Villa d’Agri) Important town in the Valley, “Val d’Agri” Seismic Area Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 25. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 spatial multicriteria model Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 26. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 a raster model pixels are the decisional alternatives Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 27. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 criterion maps Accessibility a pixel is as better as it is closer to road network Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 28. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 criterion maps Slope a pixel is as better as its slope is low Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 29. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 criterion maps Proximity to urban area a pixel is as better as it is closer to urban area Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 30. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 criterion maps Proximity to strategic buildings a pixel is as better as it is closer to strategic buildings (e.g. hospitals) Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 31. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 criterion maps Distance from hydrographic network a pixel is as better as it is further to hydrographic network Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 32. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 criterion maps Structural Vulnerability a pixel is as better as it its vulnerability is low Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 33. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 criterion maps Structural Vulnerability Marsicovetere Villa d’Agri a pixel is as better as it its vulnerability is low Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 34. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 criterion maps Structural Vulnerability a pixel is as better as it its vulnerability is low Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 35. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 criterion maps High Seismic Hazard Areas a pixel is as better as its seismic hazard is low Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 36. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 constraint maps High Landslide Risk and Flooding Areas a pixel is removed if its landslide and flooding risk is high Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 37. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 constraint maps Seismic Microzonation a pixel is removed if soils characteristics are not good Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 38. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 constraint maps Areas physically occupied by buildings and roads a pixel is removed if it is “occupied” by structures and infrastructures Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 39. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 weights definition Pairwise comparison according to Saaty A “neutral” scenario: all criteria have same importance. A “functional” point of view: criteria related to accessibility and built-up areas proximity are more important than others. three scenarios A “safety” point of view: criteria related to natural risks are more important than others. Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 40. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 weights definition Pairwise comparison according to Saaty Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 41. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 resilient city Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions
  • 42. Resilient City and Seismic Risk: A Spatial Multicriteria Approach GEOG-AN-MOD L. Tilio, B. Murgante, F. Di Trani, M. Vona, A. Masi 2011 conclusions A first approach to resilient city identification More criteria Some lack of information A map to communicate resilience How to maximize resilience The right scale? to diversify alternatives Another multicriteria model? Facing wth Risks Vulnerability Resilient Spatial Multicriteria Conclusions and disasters management and Resilience City Approach directions