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ENSURE E-LEARNING TOOL
        F32_A synthesis of the whole ENSURE method
              for assessing vulnerability and resilience




Selection from
The integrated framework for vulnerability and resilience
assessment

by Scira Menoni
ENSURE final meeting



                      The project is financed by the European Commission under the 7th Framework Programme for Research and
                      Technological Development, Area “Environment”, Activity 6.1 “Climate Change, Pollution and Risks”.
The integrated framework for vulnerability and resilience
                     assessment
  Scira Menoni, Politecnico di Milano, with Claudio Margottini, Funda Atun, Seda Kundak

              Framework developed with all Ensure partners
          Ensure Final Workshop - Orleans, May 10-11 2011
Rapid needs and damage assessment: the urgent and fundamental need
of a methodology. Drawing on an experience of ASEAN in
Birmania/Myanmar 2008
Drawing on an experience of ASEAN in Birmania/Myanmar 2008

Key points:
* Do not reinvent the wheel
* Comparability among places (scale)
* Linked to mitigation policies
* Verify results of policies (time scale)




                                            Comment by Richard Blowitt (Microdis
                                            meeting 2009): “not enough experience and
                                            training in such needs/damage
                                            assessments”
space
vulnerability
                time




                        Turner et al., 2003, “Vulnerability rests in
                        a multifaceted coupled system with
                        connections operating at
                        different spatiotemporal scales
                        and commonly involving stochastic and
                        non-linear processes”.
resilience ~
                                                  vulnerability
                                                  vulnerability:
                                                  how prone is a
                                                  system to be
                                                  damaged in case
                                                  of a given stress
              capacity to bounce back and
               even more: to transform damage
               into opportunities

Resilience    capacity to face uncertainties

              capacity to face change (is change
               always negative? Do we need
               resilience also to face positive change?)
Methodology




 *exctracting concepts               * development of a framework
                                       basically a model for
                                       vulnerability and resilience
                                       assessment



* Case studies from                   * verify on case studies
previous studies, literature
test areas of the project
scale                  Scale (at which
         (of hazards)       vulnerabilities are
                    regionalconsidered)
                        Mult Macro
                        i-site (regional,                                          Resilience:
                               national,
                               global)
                                                                                   Capacity to
                                                                                   transform
                              meso                                                 losses into
                                                              Systeemic
                                                                                   opportunities
                                                              vulnerability:
                                                              vulnerability
 Mitigation                                Physical           to losses
                              micr
 capacity                     o            vulnerability:
                    local
                                           vulnerability
                                           to stress


                                                                                                   time
                                           impact          emergency           recovery   recostruction

Premonitory                                 impact          Impact      Repeated             Hazard time
signs                                                       duration    impact               scale
scale                                          Scale (at which vulnerabilities are considered)
                                     (of hazards)
                                                                    regional




                                                                                         globall)
                                                                                         National/
                                                                    Multi-                                                                                                                                                                            resilience: response capability in the long run
resilience: mitigation capacities
systems             parameters               depending on:          site                                                                                                                                                                              systems                parameters               depending on:

                                                                                                                                                                                                                                                      natural environment        * cleaning up tools           capacity of
natural environment                            capacity of                                                                                                                                                                                                                                                     systems to:
                                                                                                                                                                         systemic vulnerability: vulnerability to losses
                                               systems to:                                                                                                                                                                                            built environment          * availability of materials   * recover from
                                                                                                                                                                         systems                parameters               depending on:
built environment * existence of build. * embed prevention                                                                                                                                                                                                                       * availability of skilled       losses
(structures including codes for new              into ordinary                                                                                                           natural environment     * vulnerability to na-tech   losses and
                                                                                                                                                                                                                                                                                   workers
strucutral mitigation * existence of codes activities                                                                                                                                                                         the consequence
                                                                                                                                                                                                                                                      urban fabric               * mitigation embedded in
measures)               rules for retrofitting                                                                                                                           built environment                                    losses may
                                                                                                                                                                                                                                                                                    reconstruction plans
                                                                                           physical vulnerability: physical damageability                                                                                     have on
urban fabric          * mitigation embedded                                                                                                                                                                                                           critical infrastructures   * robustness                  * transform losses
                                                                                           systems                parameters              depending on:                  urban fabric            * external and internal
                         in ordinary plans     * embed mitigation                                                                                                                                                                                     and facilities             * flexibility                   into
critical infrastructures in resilience
                      * build                    in projects                                                                                                                                        accessibility
                                                                                                                                                                                                                                                                                 * resourcefulness               opportunities
                                                                                           natural environment        * vulnerability to stress      specific aspects critical infrastructures
                                                                              Regional
and facilities          in new projects                                                                                                                                                          * dependency                 individual
                                                                                                                                                                                                                                                      production sites           * substitutability            * reduce pre-event
                                                                                                                                                     of individual    and facilities             * robustenss                 sectors,
                      * build in resilience                                                                                                                                                                                                                                                                      vulnerability
                                                                                           built environment          * structural features          hazards (or                                 * rapidity                   activity
production sites        in modernization                                                                                                                                                                                                              agents (examples)
                                                                                           (including structural      * concentration                enchained ones),                            * resourcefulness
                        programs                                                                                                                                                                                                                      population in              * development                 key criteria:
                                                                                           measures)                  * maintenance                                      production sites        * transferability            service
agents (examples)                                                                                                                                                                                                                                     hazardous zones            * social cohesion             * capacity to learn
                                                                                           urban fabric               * patterns                                                                 *….
                                                                                                                                                                                                                                                                                 * access to credit            * dynamic adaptation
population in        * ongoing education key criteria:                                                                                                                   agents (examples)                                    key criteria:
                                                                                                                                                                                                                                                                                 * access to institutions
                                                                                           critical infrastructures   * lifelines features           and to the                                                               * ability to function
hazardous areas        programs              * capacity to                                                                                                                                                                                                                       * insurance coverage
                                                                                           and facilities             * hospitals features           response of         population living in    * preparedness
                     * access to insurance enforce                                                                                                                                                                                                    governmental organ.        * capacity to reorganise
                                                                                                                      *….                            systems and         hazardous areas         * access to information      * information
                                             * keeping attention                                                                                                                                                                                                                 * capacity to question
                                                                                           production sites           * agricolture: vulnerability   agnets to the
                                                                            local




governmental         * capacity to enforce on mitigation                                                                                                                                                                                                                         * access to knowledge
organisations        * capacity to invest in                        local                                               to stress
                                                                                                                      * production sites features
                                                                                                                                                     stress              governmental organ.     * plans, preparation…
                                                                                                                                                                                                                                                                            * capacity to enforce
                       prevention despite                                                                                                                                                        * sharing of information
                                                                                                                                                                                                                                                                            * insurance coverage
                       uncertainties                                                                                                                                                             * access to crucial
                                                                                                                                                                                                                                                      economic stakeholders * capacity to recover…
                                                                                           structural measures        * quality                                                                    knowledge
                     * creation/use of                                                                                                                                                                                                                                      * insurance coverage
                                                                                                                      * maintenance
                       implemention tools
                                                                                           agents (examples)                                         key criteria:       economic stakeholders * business continuity
economic             * including business
                                                                                                                                                     * phsyical
stakeholders           continuity in plans
                                                                                           population living in       * age                            characteristics
                     * insurance coverage
                                                                                           hazardous zones            * disabled…                    * concentration
                                                                                                                                                     * maintenance

                                                                                                                                                                                                                                                                                                                    time
                                                                                                            impact                                                emergency                                                                      recovery recostruction

     Premonitory                                                                                                  impact Impact                                                Repeated impact                                                                                                         Hazard
     signs                                                                                                               duration                                                                                                                                                                      time
                                                                                                                                                                                                                                                                                                       scale
                                                                                                    Time at which the assessment is carried out
Time scale: some thoughts

          Key points:
          * Time at which the assessment is carried out
            (different time available as well)
          * Time scale of the hazard does not coincide with
            event time scale (aftershocks, duration )
          * Time cross – level relations




                                                                                  time
                                         emergency               recovery recostruction
                           impact
Premonitory                impact Impact     Repeated impact                  Hazard
signs                             duration                                    time
                                                                              scale
                        Time at which the assessment is carried out
Scale (at                  Spatial scale: some thoughts
                      which
scale                 vulnerabilities are
(of hazards)          considered)

                                            Key points:
           regional
                        globall)
           Multi-       National/
           site                             * Tension between local scale and
                                              larger scales

                                            * Emergent aspects (relevant for systemic
                           Regional




                                              vulnerability for example)

                                            * Cross-level relationships: influence of
                                              vulenrability at one scale (agency for
                           local




           local
                                              example) on another scale (laws,
                                              regulations, stretegies)
resilience: mitigation capacities
systems             parameters             depending on:                                                                       Semplification: each matrix
natural environment                            capacity of                                                                     address a specific aspect of
                                               systems to:
built environment * existence of build. * embed prevention
(structures including codes for new              into ordinary
                                                                                                                               the exposed systems across
strucutral mitigation * existence of codes activities
measures)               rules for retrofitting
                                                                                                                               time and space
                                     physical vulnerability: physical damageability
urban fabric          * mitigation embedded
                         in ordinary systems embed mitigation parameters
                                      plans    *                                                 depending on:
critical infrastructures in resilience
                      * build                    in projects
and facilities          in new projects
                                     natural environment       * vulnerability to stress         specific aspects
                      * build in resilience
                                                                                                 of individual
production sites        in modernization
                        programs built environment             * structural features             hazards (or
agents (examples)                    (including structural     * concentration                   enchained ones),
                                measures)                         * systemic vulnerability: vulnerability to losses
                                                                    maintenance
population in      * ongoing education key criteria:
                                 urban fabric                     * systems
                                                                    patterns               parameters               depending on:
hazardous areas      programs               * capacity to
                   * access to insurance enforce                   natural environment        * vulnerability to na-tech   losses and
                                 critical infrastructures
                                            * keeping attention   * lifelines features           and to the                the consequence
governmental       * capacity toand facilitiesmitigation
                                  enforce on                      * built environment
                                                                     hospitals features          response of               losses may
organisations      * capacity to invest in
                                                                  *….                            systems and               have on
                     prevention despite
                                 production sites
                     uncertainties                                * urban fabric vulnerability* external andthe
                                                                     agricolture:                agnets to internal
                                                                                                accessibility
                   * creation/use of                                to stress                    stress
                     implemention tools                            critical infrastructures   * dependency              individual
                                                                                                                resilience: response capability in the long run
                                                                  * production sites features
economic           * including business                            and facilities             * robustenss              sectors,
                                                                                                                systems                parameters               depending on:
stakeholders         continuity in plans                                                      * rapidity                activity
                   * insurance coverage measures
                                 structural                       * quality
                                                                                              * resourcefulness natural environment    * cleaning up tools      capacity of
                                                                  * production sites
                                                                    maintenance               * transferability         service                                 systems to:
                                agents (examples)                                             *…. criteria:
                                                                                                key
                                                                                                                 built environment              * availability of materials   * recover from
                                                                   agents (examples)             * phsyical                key criteria:
                                population living in              * age                            characteristics         * ability to function
                                                                                                                                                 * availability of skilled      losses
                                hazardous zones                   * population living in
                                                                    disabled…                 * preparedness
                                                                                                 * concentration                                  workers
                                                                   hazardous areas            * access to information fabric
                                                                                                 * maintenanceurban * information               * mitigation embedded in
Organisation of each matix: different “components” of vulnerability
                              Risk: flood; Case study: Severn, flood 2007                        Second Matrix: Physical vulnerability: Vulnerability to stress (hazard)


                              System                  Aspect                                     Parameters                      Criteria for assessment   Descriptors     Application to case study
                                                                                                 Are different
     Natural environment




                                                      Are natural ecosystems fragile to the
                                                                                                 crops/agricolture productions
                                                      potential effects of hazard(s)?
                                                                                                 vulnerable?
                                                      Can natural systems interact with          Is there a possibility of solid
                              Natural ecosystems      hazard(s)?                                 trasport mechanisms

                                                      Are natural ecosystems vulnerable to       Is there a possibility of water
                                                      mitigation measures taken particularly     diversion that will subtract
                                                      during the eemrgency phase?                water from needing areas




                                                                                                 Buildings structural
     Built environment




                                                                                                 vulnerability

                              Exposure         and What are the factors that make                Position with respect to
                              vulnerability of built buildings, the urban fabric and public      hazardous zones
                              environment            facilities vulnerable to the stress?        Content of buildings
                                                                                                 Vulnerability assessment of
                                                                                                 public facilities
                                                                                                 Vulnerability of the urban
                                                                                                 fabric

                                                       What are the factors that make critical   Water treatment plants;
and production
 Infrastructure




                              Critical infrastructures infrastructures vulenrable (mainly        electical power plants; other
                                                       lifelines)                                lifelines plants
      sites




                                                      What are the factors that make             Vulnerability assessment of
                              Production sites        production sites vulnerable (including     production sites
                                                      na-tech potential)



                                                                                                 Location with respect to
     Social system (agents)




                                                                                                 vulnerable buidlings, roads,
                                                                                                 industrial sites
                                                      What are the factors that may lead to      Preparedness
                              People/individuals
                                                      injuries and fatalities?                   Depth of flood dangerous for
                                                                                                 individuals
                                                                                                 Age; mobility impairment,
                                                                                                 other impairment
                                                                                                 Population density in
                                 Community and        What are the factors that may lead to
                                                                                                 vunerable areas
                                   Instituions        large number of victims?
Natural environment                   System                 Aspect                                    Parameters                       Criteria for assessment        Descriptors                            Application to case study
                                                                                                       Are crops and other
                                                             Are natural ecosystems fragile to the                                      by type of production and      detailed analysis of potential
                                                                                                       agricoltural productions
                                                             potential secondary effects of                                             concentration/type of          contaminants sources in the
                                                                                                       vulnerable to contaminated
                                                             hazard(s)?                                                                 contaminant                    area needed
                                      Natural ecosystems                                               water
                                                                                                       Areas that may be                along the river, considering   Contaminants, rock, stones,
                                                                                                       vulnerable to secondary          dispersion mode of             boulders, mud; transportation
                                                                                                       contamination                    contaminants                   pocesses
Built environment




                                                                                                       Existance of public
                                                                                                       facilities: hospitals, fire      yes/no; functional capacity    assessment         of     functional
                                                                                                       brigades, emergency              of such facilities             potential of facilities
                                      Exposure          and What are the factors that make
                                                                                                       control rooms
                                      vulnerability of built buildings, the urban fabric and public
                                                                                                                                                                                                              10,000 motorists stranded on
                                      environment            facilities vulnerable to losses?                                           redundancy; quality of
                                                                                                       Accessibility to vulnerable                                                                            motorway      system.    500 rail
                                                                                                                                        roads; usability; expected
                                                                                                       areas                                                                                                  passengers stranded. Tens and
                                                                                                                                        travel time
                                                                                                                                                                                                              thousands more with disrupted
                                                                                                                                                                                                              travel for several weeks.
                                                                                                       Existance of lifelines           binary                         yes/no
                                                                                                       Continuity plan for lifelines,
                                                                                                                                                                       yes/no; considers all potential
                                                                                                       individually and in a            binary
Infrastructure and production sites




                                                                                                                                                                       threats/does not
                                                                                                       coordinated fashion
                                                                                                                                                                                                    Number af f ected through loss of
                                      Critical               What are the factors that make critical                                                                                                potable     w ater   supplies:    135,000
                                      infrastructures        infrastructures stop functioning?                                                                                                      homes or 350,000 people f or 17 days:
                                                                                                       People and areas
                                                                                                                                                                       number of customers who may i.e. 340,000 people outside the f lood
                                                                                                       depending on lifelines in        number/area dimension
                                                                                                                                                                       be affected; geographic area risk zone.        Adaptation comprised
                                                                                                       potentially affected zones                                                                   providing large number of bottled
                                                                                                                                                                                                    w ater     supplies but      not w ithout
                                                                                                                                                                                                    availability problems in some areas.
                                                                                                                                                                                                    Business continuity        planning has
                                                                                                                                                                                                    become relatively w ell developed in the
                                                                                                                                                                                                    UK in the past decade and so w e
                                                                                                                                                                                                    w ould expect many f lood risk f irms to
                                                                                                                                                                                                    have considered how they w ould
                                                                                                       Business continuity plan         binary                         yes/no                       ensure business continuity during a
                                                                                                                                                                                                    f lood disaster. How many w ould
                                                                                                                                                                                                    probably       not   have      considered
                                                                                                                                                                                                    prolonged loss of potable w ater
                                                                                                                                                                                                    supplies caused by f looding in the
                                                                                                                                                                                                    summer 2007 f loods.


                                                                                                                                                                                                              Everyone        is     able   to   obtain
                                                                                                                                                                                                              geographically specif ic f lood w arning
                                                                                                                                                                                                              inf ormation and f lood advice (including
                                                                                                       Access to understandable                                        yes/no; radio and TV/special
                                                                                                                                        binary and redundancy                                                 on f lood resilience measures) by
                                                                                                       information                                                     telephone number/internet
Social system (agents)




                                                                                                                                                                                                              telephoning the Environment Agency's
                                                             What are the factors that may reduce                                                                                                             FLOODline. Radio inf ormation is also
                                      People/individuals
                                                             coping capacity during crisis?                                                                                                                   available.
                                                                                                                                                                                                              People received severe w eather and
                                                                                                                                                                                                              f lood w arnings but most did not expect
                                                                                                       Preparedness in case of
                                                                                                                                        degree                         good/partial/low                       utilities to suf f er outages and so they
                                                                                                       event                                                                                                  w ere not prepared f or this in most
                                                                                                                                                                                                              cases.
                                         Community and       What are the factors that may hamper Existance of contingency              binary; date of last
                                                                                                                                                                       yes/no; recent/old
                                           Institutions          effective crisis management?     plan fro threats at stake             production or update
                                                                                                  Capacity to run economy
                                                                                                                                        degree                         yes/partially/no
                                                                                                  and respond to crises
                                            Economic         Are economic stakeholders prepared
                                                                                                  Capacity to invest in
                                          stak eholders                  to face crises?
                                                                                                  recovery and take                     Binary or degree               Yes/no or none/partial/high
                                                                                                  preventive actions
Advance in the most “established” assessment tools
 The process for identifying parameters to assess physical
vulnerability: the seismic case
                                        Parameters to assess buildings vulnerability to earthquakes
                                        (GNDT)
                                                                             Classes
                                        Parameters                              A        B      C    D    weight

                                         1. Type and quality of structural          0     5     20   45     1.0
                                           components

                                         4. Building                                0     5     25   45     0.75

                                         6. Plan layout                             0     5     25   45     0.50

                                         7. Front layout                            0     5     25   45 variable

                                         8. Distance of walls                       0     5     25   45     0.25

                                         9. Roof                                    0    15     25   45 variable

                                        10. Non structural components               0     0     25   45     0.25
                                        11. State of maintenance                    0     5     25   45     1.00



                                        Data comes from surveys conducted by instructed personnel
Advance in the most “established” assessment tools
Extending the process to “all” hazards                                                                                                                                                                                                                                                                                                                          STANDARD METHOD
                                                                                                                                                                                                                                                                                                                                                       damage to buildings (content + structure)
                                                                                                                                                                                                                                                                                                                                       1,200
                                                                                                       Parametro                                              Descrizione                                            Valutazione
                                                                                                                                                              Dalla posizione dell’edificio dipende                                                                                                                                    1,000
                                                                                                       a) Posizione
                                                                                                                                                              la pericolosità a cui è assoggettato
                                                                                                                                                              Dalla destinazione d’uso dipende il valore dei                                                                                                                           0,800
                                                                                                       b) Destinazione
                                                                                                                                                              contenuti e quinti dei beni potenzialmente                 Si
                                                                                                          d’uso




                                                                                                                                                                                                                                                                                                                          damage (-)
                                                                                                                                                              danneggiabili.                                                                                                                                                           0,600
                                                                                                                                                              L’epoca di costruzione è collegata,
                                                                                                       c) Epoca di                                                                                                                                                                                                                                                                                 low rise
                                                                                                                                                              in genere, allo stato di manutenzione                      No                                                                                                            0,400
                                                                                                          costruzione                                                                                                                                                                                                                                                                              single and farm
                                                                                                                                                              e ai materiali utilizzati .
                                                                                                                                                                                                                                                                                                                                                                                                   intermediate
                                                                                                                                                              Edifici in buone condizioni di manutenzione                                                                                                                              0,200
                                                                                                                                                                                                                                                                                                                                                                                                   high rise
                                                                                                       d) Stato di                                            presentano una maggior resistenza alla
                                                                                                                                                                                                                         No
                                                                                                          manutenzione                                        sollecitazione prodotta dall’acqua che edifici                                                                                                                           0,000
                                                                                                                                                                                                                                                                                                                                               0   2    4           6            8          10     12                14
                                                                                                                                                              fatiscenti                                                                                                                                                                                                  depth (m)
                                                                                                                                                              Alcuni materiali (come il cemento armato o la
                                                                                                       e) Materiale
                                                                                                                                                              muratura)         resistono   meglio     all’azione        No
                                                                                                          da costruzione
                                                                                                                                                              dell’acqua di atri (quali il legno)
                                                                                                                                                                                                Distance 2m
                                                                                                                                                              La presenza di piani ulteriori rispetto al
                                                                                                       f) Numero di piani
                                                                                                                                                              piano            terreno        consente          di       Si
                                                                                                          fuori terra                                                                           Distance between 2-4m
                                                                                                                                                              posizionare/spostare oggetti ai piani più alti
                                                                                                                                                                  Minimum distance between the Distance between 4-6m
                                                                                                       g) Presenza piano                                      I piani interrati sono soggetti Distance between 6-8m
                                                                                                                                                                  forest fuel and the house     ad allagamento
                                                                                                                                                                                                                         Si
                                                                                                          interrato                                           anche con limitate altezze d’acqua between 8-12m
                                                                                                                                                                                                Distance
                                                                                                       h) Numero di                                               Distance between 12-20m
                                                                                                                                 La presenza di aperture al piano 20m
                                                                                                                                                                  Distance strada
                                                                                                         aperture a piano                                                                 Si
                                                                                                                                 favorisce l’ingresso dell’acquaSlope 5%
                                                                                                                                    Influence of the slope of the
  Built environment




                                               What are the factors that make                            strada
                                                                                                        Vulnerability assessment of                               Slope between 6-20%
                                                                                                                        surrounding area (B)
                                               buildings and public facilities vulnerable residential buildings and                                     Slope 20%
                                               to the stress?
                                                                                                                    La presenza di un dislivello tra piano terra e
                                                                                         i) public facilities
                                                                                             Quota del piano                                            Non burnable walls
                                                                                                                    piano tolerance of theprotegge Flammable walls
                                                                                                                        Heat strada           walls(C1)    dall’ingresso      Si
                                                                                             terreno
                                                                                                                    dell’acqua                          Non flammable roof
                                                                                                                        Heat tolerance of the roof(C2)
                                                                                                                                                        Flammable roof
                                                                                                                    La presenza di impianti Metal shutters gas,
                                                                                                                                                        (elettrico,
                                                                                         l) Presenza impianti       acqua) ai piani of the
                                                                                                                        Heat tolerance
                                                                                                                                       allagabili può comportare of wood or plastic
                                                                                                                                                        Shutters made non
                                                                                                                        shutters(C3)                                          No
                                                                                                              ai piani vulnerabili                            solo il danneggiamento dell’impianto ma
                                                                                                                                                              anche l’interruzione del servizio ground floor
                                                                                                                                                                                             Only
                      Exposure         and                                                                                                                             Number of floors(C4)                                             Two-floor building
                      vulnerability of built                                                                                                                                                                                            Three-floor or higher building
                                                                                                                                               Types of dangerous uses within                                                           Residential use on a higher floor while
                      environment
                                                                                                                                               or in proximity to the building                                                          there is another use at the ground floor
                                                                                                         Vulnerability of the urban                                                                                                     storing flammable materials or
                                                                                                                                               unit of reference (either in the
                                                                                                         fabric                                                                                                                         entailing a risk of explosion (e.g.
                                                                                                                                               horizontal or vertical sense)
                                                                            Vulnerability assessment framework to multiple hazards designed mainly for the emergency phase.
                                                                            numbers in the boxes represent importance weight (how important is the parameter); to carry out the weighed sum, assign 1 to low vulnerability, 3 to high   warehouse, workshop, small industry
                                                                                                       aspect                    parameters                   keys                                                                                 hazards for which they count
                                                                                                                                                                                                                                        etc
                                                                                                                                                                                                                                        Proximity with a site hosting a use
                                                                                                                                                                                             seismic                 landslides                                                  volcanic
                                                                                                                                                                                                                                        entailing presence of flammable
                                                                                                                                                                                                                                              tephra          gas          pyroclastic flows ballistic     lahars

                                                                                                       roof                      connection to structure      good/poor                                 1                               materials (e.g. warehouse)
                                                                                                                                                                                                                                                       0,5                                            1
                                                                                                                                 weight                       heavy/light                               1                                               1
                                                                                                                                 shape                        large inclination/plane                                           0,5     Presence of15° ok)
                                                                                                                                                                                                                                               1 (pitch > flammable installations or                 0,5
                                                                                                       structure (or GNDT        material                     iron, reinforced                  1(best: iron, r.c                       constructions in the non-built part ifr.c,
                                                                                                                                                                                                                                                  0,5 (worse:              0,5 (best: of
                                               What are the factors that make the                      forms for seismic risk)                                concrete, masonry                   antiseismic,                                       timber)               masonry
                                               urban fabric and public facilities                                                                             (different types), other              timber)                             the building plot                  homogenous
                                                                                                                                                                                                                                                                           resistance; worse:
                                               vulnerable to the stress?                                                                                                                                                                A building adjacent to a vacant site
                                                                                                                                                                                                                                                                           timber)
                                                                                                                                 homogeneity              large/largely                                 1                                               1                           1                 1
                                                                                                                                                          disomogenous                                                                  (i.e. lacking fuels altogether)
                                                                                                                                 type of connection among good/poor                                     1                       0,5     Medium or      0,5 high voltage wires 0,5  and               0,5            0,5
                                                                                                                                 parts
                                                                                                                                 floors rigidity          rigid/non rigid                              0,5                              electricity installations close to the
                                                                                                       foundation                depth and type           non-existent, deep,                           1                        1                                                  1                               1
                                                                                                                                                          superficial                                                                   building
                                                                                                       spans between             distance in m.           > 3 mt; < 3 mt (for                           1                                           0,5
                                                                                                       resistant elements                                              Additional exposure due to the Continuous building development
                                                                                                                                                          masonry mainly)
                                                                                                       shape                     openings                 number and dimension
                                                                                                                                                                       pattern of building development pattern 1
                                                                                                                                                          of windows/doors
                                                                                                                                                                                        0,5        0,5                       1      1                                                                               0,5

                                                                                                                                 quality of openings      may be easily                                         1            1      1
                                                                                                                                                                                                       Semi-detached buildings
                                                                                           buildings




                                                                                                                                                          sealed/not
                                                                                                                                 elevation                regular and                    1
                                                                                                                                                          symmetric/not regular                        Free from all sites system
                                                                                                                                                          and asymmetric
                                                                                                                                 plan                     regular and                                   1
                                                                                                                                                          symmetric/not regular
                                                                                                                                                          and asymmetric
                                                                                                       non structural            presence of added parts yes/no and number                             0,5
                                                                                                       elements                  (chemneys, balconies,
                                                                                                                                 statues, etc.)
                                                                                                                                 basement                 existant/non existant                                                                                      1
                                                                                                                                 inflammable objects      existant/non existant                        0,5                      0,5                 0,7              1               0,7             0,5            0,5
                                                                                y
Advance in the most “established” assessment tools

Establishing a process for systemic vulnerability

                 systemic vulnerability: vulnerability to losses
                 systems                parameters               depending on:

                 natural environment        * vulnerability to na-tech   losses and              Loss
                                                                         the consequence
                 built environment                                       losses may
                                                                         have on
                                                                                                 Of
                 urban fabric               * external and internal
                                               accessibility
                                                                                                 function
                 critical infrastructures   * dependency                 individual
                 and facilities             * robustenss                 sectors,
                                            * rapidity                   activity
                                            * resourcefulness
                 production sites           * transferability            service

                 agents (examples)

                 population living in
                 hazardous areas
                                            *….



                                            * preparedness
                                            * access to information
                                                                         key criteria:
                                                                         * ability to function

                                                                         * information
                                                                                                            ?
                 governmental organ.        * plans, preparation…
                                            * sharing of information
                                            * access to crucial
                                              knowledge

                                                                                                            physical damage
                 economic stakeholders * business continuity
How to choose vulnerability and resilience indicators?
 data




 quality




availability




spatio-
temporal
scale



cost of
collection




                measurable   specificity   representativeness   verifiable   scientific   cost
                                                                                                      characteristics
                                                                             validity     effective
Mitigation        Physical               Systemic             Resilience
  capacity          vulnerability          vulnerability


  Natural           Natural            Natural             Natural
  environment       environment        environment         environment
  vulnerability     vulnerability
                            Mitigation vulnerability
                                               Physical vulnerability
                                                                   Systemic                Resilience
                            capacity           vulnerability       vulnerability

 Vulnerability      Vulnerability        Vulnerability        Vulnerability
 of the built       of the built
                             Natural     of the built
                                                  Natural     of the built
                                                                       Natural             Natural
 environment        environment
                             environment environment
                                                  environment environment
                                                                       environment         environment
                             vulnerability        vulnerability        vulnerability       vulnerability

Vulnerability       Vulnerability          Vulnerability          Vulnerability
critical            critical Vulnerability critical Vulnerability critical Vulnerability    Vulnerability
facilities          facilitiesof the built facilitiesof the built facilitiesMitigation
                                                                           of the built     Physical
                                                                                            of the built      Systemic           Resilience
                              environment            environment            capacity
                                                                           environment      vulnerability
                                                                                            environment       vulnerability


Vulnerability of   Vulnerability of       Vulnerability of        Vulnerability of
                                                                          Natural           Natural           Natural            Natural
                                                    Vulnerability
                            Vulnerability social systems                   Vulnerability     Vulnerability
social systems     social systems                                 social systems
                                                                          environment       environment       environment        environment
                                                    critical               critical
/agents            /agents critical       /agents                 /agentsvulnerability       critical
                                                                                            vulnerability     vulnerability      vulnerability
                            facilities              facilities             facilities        facilities


                                                                         Vulnerability     Vulnerability      Vulnerability      Vulnerability
                           Vulnerability of       Vulnerability of       of the built of
                                                                         Vulnerability     of the built of
                                                                                            Vulnerability     of the built       of the built
                           social systems         social systems         social systems
                                                                         environment        social systems
                                                                                           environment        environment        environment
                           /agents                /agents                /agents            /agents

                                                                        Vulnerability      Vulnerability      Vulnerability       Vulnerability
                                                                        critical           critical           critical            critical
                                                                        facilities         facilities         facilities          facilities
                      Choice: a set of
                      matrices “for”                                   Vulnerability of    Vulnerability of   Vulnerability of    Vulnerability of
                      each hazard                                      social systems
                                                                       /agents
                                                                                           social systems
                                                                                           /agents
                                                                                                              social systems
                                                                                                              /agents
                                                                                                                                  social systems
                                                                                                                                  /agents

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A syntesis of the ENSURE Project methodology

  • 1. ENSURE E-LEARNING TOOL F32_A synthesis of the whole ENSURE method for assessing vulnerability and resilience Selection from The integrated framework for vulnerability and resilience assessment by Scira Menoni ENSURE final meeting The project is financed by the European Commission under the 7th Framework Programme for Research and Technological Development, Area “Environment”, Activity 6.1 “Climate Change, Pollution and Risks”.
  • 2. The integrated framework for vulnerability and resilience assessment Scira Menoni, Politecnico di Milano, with Claudio Margottini, Funda Atun, Seda Kundak Framework developed with all Ensure partners Ensure Final Workshop - Orleans, May 10-11 2011
  • 3. Rapid needs and damage assessment: the urgent and fundamental need of a methodology. Drawing on an experience of ASEAN in Birmania/Myanmar 2008
  • 4. Drawing on an experience of ASEAN in Birmania/Myanmar 2008 Key points: * Do not reinvent the wheel * Comparability among places (scale) * Linked to mitigation policies * Verify results of policies (time scale) Comment by Richard Blowitt (Microdis meeting 2009): “not enough experience and training in such needs/damage assessments”
  • 5. space vulnerability time Turner et al., 2003, “Vulnerability rests in a multifaceted coupled system with connections operating at different spatiotemporal scales and commonly involving stochastic and non-linear processes”.
  • 6. resilience ~ vulnerability vulnerability: how prone is a system to be damaged in case of a given stress  capacity to bounce back and even more: to transform damage into opportunities Resilience  capacity to face uncertainties  capacity to face change (is change always negative? Do we need resilience also to face positive change?)
  • 7. Methodology *exctracting concepts * development of a framework basically a model for vulnerability and resilience assessment * Case studies from * verify on case studies previous studies, literature test areas of the project
  • 8. scale Scale (at which (of hazards) vulnerabilities are regionalconsidered) Mult Macro i-site (regional, Resilience: national, global) Capacity to transform meso losses into Systeemic opportunities vulnerability: vulnerability Mitigation Physical to losses micr capacity o vulnerability: local vulnerability to stress time impact emergency recovery recostruction Premonitory impact Impact Repeated Hazard time signs duration impact scale
  • 9. scale Scale (at which vulnerabilities are considered) (of hazards) regional globall) National/ Multi- resilience: response capability in the long run resilience: mitigation capacities systems parameters depending on: site systems parameters depending on: natural environment * cleaning up tools capacity of natural environment capacity of systems to: systemic vulnerability: vulnerability to losses systems to: built environment * availability of materials * recover from systems parameters depending on: built environment * existence of build. * embed prevention * availability of skilled losses (structures including codes for new into ordinary natural environment * vulnerability to na-tech losses and workers strucutral mitigation * existence of codes activities the consequence urban fabric * mitigation embedded in measures) rules for retrofitting built environment losses may reconstruction plans physical vulnerability: physical damageability have on urban fabric * mitigation embedded critical infrastructures * robustness * transform losses systems parameters depending on: urban fabric * external and internal in ordinary plans * embed mitigation and facilities * flexibility into critical infrastructures in resilience * build in projects accessibility * resourcefulness opportunities natural environment * vulnerability to stress specific aspects critical infrastructures Regional and facilities in new projects * dependency individual production sites * substitutability * reduce pre-event of individual and facilities * robustenss sectors, * build in resilience vulnerability built environment * structural features hazards (or * rapidity activity production sites in modernization agents (examples) (including structural * concentration enchained ones), * resourcefulness programs population in * development key criteria: measures) * maintenance production sites * transferability service agents (examples) hazardous zones * social cohesion * capacity to learn urban fabric * patterns *…. * access to credit * dynamic adaptation population in * ongoing education key criteria: agents (examples) key criteria: * access to institutions critical infrastructures * lifelines features and to the * ability to function hazardous areas programs * capacity to * insurance coverage and facilities * hospitals features response of population living in * preparedness * access to insurance enforce governmental organ. * capacity to reorganise *…. systems and hazardous areas * access to information * information * keeping attention * capacity to question production sites * agricolture: vulnerability agnets to the local governmental * capacity to enforce on mitigation * access to knowledge organisations * capacity to invest in local to stress * production sites features stress governmental organ. * plans, preparation… * capacity to enforce prevention despite * sharing of information * insurance coverage uncertainties * access to crucial economic stakeholders * capacity to recover… structural measures * quality knowledge * creation/use of * insurance coverage * maintenance implemention tools agents (examples) key criteria: economic stakeholders * business continuity economic * including business * phsyical stakeholders continuity in plans population living in * age characteristics * insurance coverage hazardous zones * disabled… * concentration * maintenance time impact emergency recovery recostruction Premonitory impact Impact Repeated impact Hazard signs duration time scale Time at which the assessment is carried out
  • 10. Time scale: some thoughts Key points: * Time at which the assessment is carried out (different time available as well) * Time scale of the hazard does not coincide with event time scale (aftershocks, duration ) * Time cross – level relations time emergency recovery recostruction impact Premonitory impact Impact Repeated impact Hazard signs duration time scale Time at which the assessment is carried out
  • 11. Scale (at Spatial scale: some thoughts which scale vulnerabilities are (of hazards) considered) Key points: regional globall) Multi- National/ site * Tension between local scale and larger scales * Emergent aspects (relevant for systemic Regional vulnerability for example) * Cross-level relationships: influence of vulenrability at one scale (agency for local local example) on another scale (laws, regulations, stretegies)
  • 12. resilience: mitigation capacities systems parameters depending on: Semplification: each matrix natural environment capacity of address a specific aspect of systems to: built environment * existence of build. * embed prevention (structures including codes for new into ordinary the exposed systems across strucutral mitigation * existence of codes activities measures) rules for retrofitting time and space physical vulnerability: physical damageability urban fabric * mitigation embedded in ordinary systems embed mitigation parameters plans * depending on: critical infrastructures in resilience * build in projects and facilities in new projects natural environment * vulnerability to stress specific aspects * build in resilience of individual production sites in modernization programs built environment * structural features hazards (or agents (examples) (including structural * concentration enchained ones), measures) * systemic vulnerability: vulnerability to losses maintenance population in * ongoing education key criteria: urban fabric * systems patterns parameters depending on: hazardous areas programs * capacity to * access to insurance enforce natural environment * vulnerability to na-tech losses and critical infrastructures * keeping attention * lifelines features and to the the consequence governmental * capacity toand facilitiesmitigation enforce on * built environment hospitals features response of losses may organisations * capacity to invest in *…. systems and have on prevention despite production sites uncertainties * urban fabric vulnerability* external andthe agricolture: agnets to internal accessibility * creation/use of to stress stress implemention tools critical infrastructures * dependency individual resilience: response capability in the long run * production sites features economic * including business and facilities * robustenss sectors, systems parameters depending on: stakeholders continuity in plans * rapidity activity * insurance coverage measures structural * quality * resourcefulness natural environment * cleaning up tools capacity of * production sites maintenance * transferability service systems to: agents (examples) *…. criteria: key built environment * availability of materials * recover from agents (examples) * phsyical key criteria: population living in * age characteristics * ability to function * availability of skilled losses hazardous zones * population living in disabled… * preparedness * concentration workers hazardous areas * access to information fabric * maintenanceurban * information * mitigation embedded in
  • 13. Organisation of each matix: different “components” of vulnerability Risk: flood; Case study: Severn, flood 2007 Second Matrix: Physical vulnerability: Vulnerability to stress (hazard) System Aspect Parameters Criteria for assessment Descriptors Application to case study Are different Natural environment Are natural ecosystems fragile to the crops/agricolture productions potential effects of hazard(s)? vulnerable? Can natural systems interact with Is there a possibility of solid Natural ecosystems hazard(s)? trasport mechanisms Are natural ecosystems vulnerable to Is there a possibility of water mitigation measures taken particularly diversion that will subtract during the eemrgency phase? water from needing areas Buildings structural Built environment vulnerability Exposure and What are the factors that make Position with respect to vulnerability of built buildings, the urban fabric and public hazardous zones environment facilities vulnerable to the stress? Content of buildings Vulnerability assessment of public facilities Vulnerability of the urban fabric What are the factors that make critical Water treatment plants; and production Infrastructure Critical infrastructures infrastructures vulenrable (mainly electical power plants; other lifelines) lifelines plants sites What are the factors that make Vulnerability assessment of Production sites production sites vulnerable (including production sites na-tech potential) Location with respect to Social system (agents) vulnerable buidlings, roads, industrial sites What are the factors that may lead to Preparedness People/individuals injuries and fatalities? Depth of flood dangerous for individuals Age; mobility impairment, other impairment Population density in Community and What are the factors that may lead to vunerable areas Instituions large number of victims?
  • 14. Natural environment System Aspect Parameters Criteria for assessment Descriptors Application to case study Are crops and other Are natural ecosystems fragile to the by type of production and detailed analysis of potential agricoltural productions potential secondary effects of concentration/type of contaminants sources in the vulnerable to contaminated hazard(s)? contaminant area needed Natural ecosystems water Areas that may be along the river, considering Contaminants, rock, stones, vulnerable to secondary dispersion mode of boulders, mud; transportation contamination contaminants pocesses Built environment Existance of public facilities: hospitals, fire yes/no; functional capacity assessment of functional brigades, emergency of such facilities potential of facilities Exposure and What are the factors that make control rooms vulnerability of built buildings, the urban fabric and public 10,000 motorists stranded on environment facilities vulnerable to losses? redundancy; quality of Accessibility to vulnerable motorway system. 500 rail roads; usability; expected areas passengers stranded. Tens and travel time thousands more with disrupted travel for several weeks. Existance of lifelines binary yes/no Continuity plan for lifelines, yes/no; considers all potential individually and in a binary Infrastructure and production sites threats/does not coordinated fashion Number af f ected through loss of Critical What are the factors that make critical potable w ater supplies: 135,000 infrastructures infrastructures stop functioning? homes or 350,000 people f or 17 days: People and areas number of customers who may i.e. 340,000 people outside the f lood depending on lifelines in number/area dimension be affected; geographic area risk zone. Adaptation comprised potentially affected zones providing large number of bottled w ater supplies but not w ithout availability problems in some areas. Business continuity planning has become relatively w ell developed in the UK in the past decade and so w e w ould expect many f lood risk f irms to have considered how they w ould Business continuity plan binary yes/no ensure business continuity during a f lood disaster. How many w ould probably not have considered prolonged loss of potable w ater supplies caused by f looding in the summer 2007 f loods. Everyone is able to obtain geographically specif ic f lood w arning inf ormation and f lood advice (including Access to understandable yes/no; radio and TV/special binary and redundancy on f lood resilience measures) by information telephone number/internet Social system (agents) telephoning the Environment Agency's What are the factors that may reduce FLOODline. Radio inf ormation is also People/individuals coping capacity during crisis? available. People received severe w eather and f lood w arnings but most did not expect Preparedness in case of degree good/partial/low utilities to suf f er outages and so they event w ere not prepared f or this in most cases. Community and What are the factors that may hamper Existance of contingency binary; date of last yes/no; recent/old Institutions effective crisis management? plan fro threats at stake production or update Capacity to run economy degree yes/partially/no and respond to crises Economic Are economic stakeholders prepared Capacity to invest in stak eholders to face crises? recovery and take Binary or degree Yes/no or none/partial/high preventive actions
  • 15. Advance in the most “established” assessment tools The process for identifying parameters to assess physical vulnerability: the seismic case Parameters to assess buildings vulnerability to earthquakes (GNDT) Classes Parameters A B C D weight 1. Type and quality of structural 0 5 20 45 1.0 components 4. Building 0 5 25 45 0.75 6. Plan layout 0 5 25 45 0.50 7. Front layout 0 5 25 45 variable 8. Distance of walls 0 5 25 45 0.25 9. Roof 0 15 25 45 variable 10. Non structural components 0 0 25 45 0.25 11. State of maintenance 0 5 25 45 1.00 Data comes from surveys conducted by instructed personnel
  • 16. Advance in the most “established” assessment tools Extending the process to “all” hazards STANDARD METHOD damage to buildings (content + structure) 1,200 Parametro Descrizione Valutazione Dalla posizione dell’edificio dipende 1,000 a) Posizione la pericolosità a cui è assoggettato Dalla destinazione d’uso dipende il valore dei 0,800 b) Destinazione contenuti e quinti dei beni potenzialmente Si d’uso damage (-) danneggiabili. 0,600 L’epoca di costruzione è collegata, c) Epoca di low rise in genere, allo stato di manutenzione No 0,400 costruzione single and farm e ai materiali utilizzati . intermediate Edifici in buone condizioni di manutenzione 0,200 high rise d) Stato di presentano una maggior resistenza alla No manutenzione sollecitazione prodotta dall’acqua che edifici 0,000 0 2 4 6 8 10 12 14 fatiscenti depth (m) Alcuni materiali (come il cemento armato o la e) Materiale muratura) resistono meglio all’azione No da costruzione dell’acqua di atri (quali il legno) Distance 2m La presenza di piani ulteriori rispetto al f) Numero di piani piano terreno consente di Si fuori terra Distance between 2-4m posizionare/spostare oggetti ai piani più alti Minimum distance between the Distance between 4-6m g) Presenza piano I piani interrati sono soggetti Distance between 6-8m forest fuel and the house ad allagamento Si interrato anche con limitate altezze d’acqua between 8-12m Distance h) Numero di Distance between 12-20m La presenza di aperture al piano 20m Distance strada aperture a piano Si favorisce l’ingresso dell’acquaSlope 5% Influence of the slope of the Built environment What are the factors that make strada Vulnerability assessment of Slope between 6-20% surrounding area (B) buildings and public facilities vulnerable residential buildings and Slope 20% to the stress? La presenza di un dislivello tra piano terra e i) public facilities Quota del piano Non burnable walls piano tolerance of theprotegge Flammable walls Heat strada walls(C1) dall’ingresso Si terreno dell’acqua Non flammable roof Heat tolerance of the roof(C2) Flammable roof La presenza di impianti Metal shutters gas, (elettrico, l) Presenza impianti acqua) ai piani of the Heat tolerance allagabili può comportare of wood or plastic Shutters made non shutters(C3) No ai piani vulnerabili solo il danneggiamento dell’impianto ma anche l’interruzione del servizio ground floor Only Exposure and Number of floors(C4) Two-floor building vulnerability of built Three-floor or higher building Types of dangerous uses within Residential use on a higher floor while environment or in proximity to the building there is another use at the ground floor Vulnerability of the urban storing flammable materials or unit of reference (either in the fabric entailing a risk of explosion (e.g. horizontal or vertical sense) Vulnerability assessment framework to multiple hazards designed mainly for the emergency phase. numbers in the boxes represent importance weight (how important is the parameter); to carry out the weighed sum, assign 1 to low vulnerability, 3 to high warehouse, workshop, small industry aspect parameters keys hazards for which they count etc Proximity with a site hosting a use seismic landslides volcanic entailing presence of flammable tephra gas pyroclastic flows ballistic lahars roof connection to structure good/poor 1 materials (e.g. warehouse) 0,5 1 weight heavy/light 1 1 shape large inclination/plane 0,5 Presence of15° ok) 1 (pitch > flammable installations or 0,5 structure (or GNDT material iron, reinforced 1(best: iron, r.c constructions in the non-built part ifr.c, 0,5 (worse: 0,5 (best: of What are the factors that make the forms for seismic risk) concrete, masonry antiseismic, timber) masonry urban fabric and public facilities (different types), other timber) the building plot homogenous resistance; worse: vulnerable to the stress? A building adjacent to a vacant site timber) homogeneity large/largely 1 1 1 1 disomogenous (i.e. lacking fuels altogether) type of connection among good/poor 1 0,5 Medium or 0,5 high voltage wires 0,5 and 0,5 0,5 parts floors rigidity rigid/non rigid 0,5 electricity installations close to the foundation depth and type non-existent, deep, 1 1 1 1 superficial building spans between distance in m. > 3 mt; < 3 mt (for 1 0,5 resistant elements Additional exposure due to the Continuous building development masonry mainly) shape openings number and dimension pattern of building development pattern 1 of windows/doors 0,5 0,5 1 1 0,5 quality of openings may be easily 1 1 1 Semi-detached buildings buildings sealed/not elevation regular and 1 symmetric/not regular Free from all sites system and asymmetric plan regular and 1 symmetric/not regular and asymmetric non structural presence of added parts yes/no and number 0,5 elements (chemneys, balconies, statues, etc.) basement existant/non existant 1 inflammable objects existant/non existant 0,5 0,5 0,7 1 0,7 0,5 0,5 y
  • 17. Advance in the most “established” assessment tools Establishing a process for systemic vulnerability systemic vulnerability: vulnerability to losses systems parameters depending on: natural environment * vulnerability to na-tech losses and Loss the consequence built environment losses may have on Of urban fabric * external and internal accessibility function critical infrastructures * dependency individual and facilities * robustenss sectors, * rapidity activity * resourcefulness production sites * transferability service agents (examples) population living in hazardous areas *…. * preparedness * access to information key criteria: * ability to function * information ? governmental organ. * plans, preparation… * sharing of information * access to crucial knowledge physical damage economic stakeholders * business continuity
  • 18. How to choose vulnerability and resilience indicators? data quality availability spatio- temporal scale cost of collection measurable specificity representativeness verifiable scientific cost characteristics validity effective
  • 19. Mitigation Physical Systemic Resilience capacity vulnerability vulnerability Natural Natural Natural Natural environment environment environment environment vulnerability vulnerability Mitigation vulnerability Physical vulnerability Systemic Resilience capacity vulnerability vulnerability Vulnerability Vulnerability Vulnerability Vulnerability of the built of the built Natural of the built Natural of the built Natural Natural environment environment environment environment environment environment environment environment vulnerability vulnerability vulnerability vulnerability Vulnerability Vulnerability Vulnerability Vulnerability critical critical Vulnerability critical Vulnerability critical Vulnerability Vulnerability facilities facilitiesof the built facilitiesof the built facilitiesMitigation of the built Physical of the built Systemic Resilience environment environment capacity environment vulnerability environment vulnerability Vulnerability of Vulnerability of Vulnerability of Vulnerability of Natural Natural Natural Natural Vulnerability Vulnerability social systems Vulnerability Vulnerability social systems social systems social systems environment environment environment environment critical critical /agents /agents critical /agents /agentsvulnerability critical vulnerability vulnerability vulnerability facilities facilities facilities facilities Vulnerability Vulnerability Vulnerability Vulnerability Vulnerability of Vulnerability of of the built of Vulnerability of the built of Vulnerability of the built of the built social systems social systems social systems environment social systems environment environment environment /agents /agents /agents /agents Vulnerability Vulnerability Vulnerability Vulnerability critical critical critical critical facilities facilities facilities facilities Choice: a set of matrices “for” Vulnerability of Vulnerability of Vulnerability of Vulnerability of each hazard social systems /agents social systems /agents social systems /agents social systems /agents