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FLOODRESILIENCE
FLOOD DAMAGE ANALYSIS
  William Veerbeek, Flood Resilience Group, Unesco-IHE, Delft, Netherlands

  URBAN FLOOD MANAGEMENT DORDRECHT
  HSRR02: FLOOD DAMAGE ASSESSMENT ROTTERDAM-RIJNMOND




                                                                              FLOODRESILIENCEGROUP



                                                                              FLOODRESILIENCEGROUP

                                                                     Page 1
FLOODRESILIENCE
UFM DORDRECHT: Knowledge development by DESIGN

  WORK PACKAGES:                                         STAKEHOLDERS:
  -Risk and Vulnerability assessment                     -Governement (federal, regional, local)
  -Resilient Planning and Building                       -Research Institutes
  -Urban Design                                          -Water-board
  -Communication and Emergency Response                  -Housing corporation
  -Policy and Governance                                 -Developers, Building industry
                                                         -Insurance Companies
                                                         -Citizens


                              Vulnerability assessment
                              Damage assessment
  Flood modelling,
  Vulnerability assessment                                   Flood proofing technologies




                                                                                                    FLOODRESILIENCEGROUP
  Guidelines
                             FLOOD RESILIENT DESIGN                Communication                    FLOODRESILIENCEGROUP

                                                                                           Page 2
FLOODRESILIENCE
UFM DORDRECHT: LEARNING by DOING, Iterative Process (Slow Prototyping)

  PRACTISE: TREMENDOUS AMOUNT OF INFORMATION EXCHANGE

                            Vulnerability assessment
                            Damage assessment
 Flood modelling,
 Vulnerability assessment
                                                            Flood proofing technologies




                             DESIGN PROTOTYPES               Communication
       Guidelines
                                                                                     FLOODRESILIENCEGROUP



                                                                                     FLOODRESILIENCEGROUP

                                                                            Page 3
FLOODRESILIENCE
INTERGRATED UFM: Incorporate flood impact reduction into the city

  YET: CITIES ARE COMPLEX AND HIGHLY DIFFERENTIATED
  NEED FOR A HIGHLY EXPRESSIVE VULNERABILITY/IMPACT MODEL

  1. WHAT? Need for broad set of impact evaluation tools, climate scenarios
  2. WHERE? Need for detailled impact assessment
  3. WHEN? Need for incorporation of renewal strategies




                                                                                 FLOODRESILIENCEGROUP



                                                                                 FLOODRESILIENCEGROUP

                                                                        Page 4
FLOODRESILIENCE
FLOOD DAMAGE ASSESSMENT

  TERMINOLOGY

  • Tangible damages: expressed in money (direct, indirect)
  • Intangible damages: Cannot be expressed in money (culture, health, etc.)

  • Direct damages: cleaning, repair, replacement, etc.
  • Indirect damages: business interruption, ‘ripple effects’, etc.




                                                                                FLOODRESILIENCEGROUP



                                                                                FLOODRESILIENCEGROUP

                                                                       Page 5
FLOODRESILIENCE
FLOOD DAMAGE ASSESSMENT

  TERMINOLOGY


  • Cummulative frequency: find frequency of occurence of some value (e.g. dis-
    charge, water stage)-> from historical records
  • Return period: period in which the event occurs
  • Exceedance probability = return period-1 -> Probability that a given value
    (e.g. discharge, water stage) is exceeded

  COMMON MISCONCEPTIONS:

  • A 100 year flood doesn’t happen every 100 years
  • A 10000 year flood is based on flood records




                                                                               FLOODRESILIENCEGROUP



                                                                               FLOODRESILIENCEGROUP

                                                                      Page 6
FLOODRESILIENCE
FLOOD RISK ASSESSMENT: Only from the ‘driver’ perspective

   2D FLOOD SIMULATIONS: 4000-1 EP
   High resolution (max 10x10m grid), including sewer
   Inundation, Velocity for a multitude of design floods events




limited inundation depth (<1m)             limited flow velocities (<0.75m3/s)

   FLOOD RISK FOCUSSED ON FLOOD EXTENT AND INUNDATION DEPTH
   -Little knowledge about impact assessment                                        FLOODRESILIENCEGROUP



                                                                                    FLOODRESILIENCEGROUP

                                                                           Page 7
FLOODRESILIENCE
 CALCULATING DAMAGE FOR INDIVIDUAL FEATURES

                1. STAGE-DAMAGE FUNCTION
                • Relates inundation depth to damage level
                • Differs per feature type, region
                • Can be composed of different damage contributors
                • Can be multi-modal (inundation depth, velocity, duration)



               40000

               35000


               30000


               25000
  damage [€]




               20000


               15000

               10000


               5000

                  0
                       0   0,3            0,6        0,9       1,2       1,5         1,8          2,1     2,4   2,9
                                                              water stage [m]

                                          Cleaning   Floors & Walls   Doors    Kitchen     Installation
                                                                                                                                  FLOODRESILIENCEGROUP

Stage damage curve for detached housing

                                                                                                                                  FLOODRESILIENCEGROUP

                                                                                                                         Page 8
FLOODRESILIENCE
 CALCULATING DAMAGE FOR INDIVIDUAL FEATURES

          2. 2D OR 1D-2D FLOOD SIMULATION
          • Generates maximum inundation depth per grid-cell
          • Apply different flood scenarios (i.e. EPs associated to a water stage)




                                                                                              FLOODRESILIENCEGROUP

Flood extent for different EPs

                                                                                              FLOODRESILIENCEGROUP

                                                                                     Page 9
FLOODRESILIENCE
CALCULATING DAMAGE FOR INDIVIDUAL FEATURES

            3. APPLICATION OF STAGE-DAMAGE FUNCTION AND 2D INUNDATION MAP
            • Classification of individual features



                                                                                                ....                                                   Classify feature
0,3   0,6   0,9    1,2       1,5    1,8   2,1   0,3   0,6   0,9    1,2       1,5    1,8   2,1          0,3   0,6   0,9    1,2       1,5    1,8   2,1
                  water stage [m]                                 water stage [m]                                        water stage [m]




            H1                                              H2                                                     Hn

                                                                                                                                                               Attributes feature Fi (e.g. house)
                                                                                                                                                               • type
                                                                                                                                                               • area
                                                                                                                                                               • location
                                                                                                                                                               • etc.

                                                                                                                                                               Flood characteristics at location (Xi, Yi)
                                                                                                                                                               • depth
                                                                                                                                                               • velocity
                                                                                                                                                               • duration
                                                                                                                                                               • etc.
                                                                                                                                                                                                   FLOODRESILIENCEGROUP



                                                                                                                                                                                                   FLOODRESILIENCEGROUP

                                                                                                                                                                                         Page 10
FLOODRESILIENCE
CALCULATING DAMAGE FOR INDIVIDUAL FEATURES

                                     4. RESULTING AGGREGATE DAMAGE LEVELS
                                     • Water stage - Expected damage
                                     180

                                     160
                                                                                                          5.8845
                                                                                                 y = 4E-08x
                                     140
              expected Damage [m€]




                                     120

                                     100

                                         80

                                         60

                                         40

                                         20

                                          0
                                          225   250   275    300       325          350   375       400       425   450
                                                                  water stage [cm +NAP]


                                     • Return periods - Expected damage
                                                                       Current

                        40

                        35

                        30
 expected Damage [m€]




                        25

                        20

                        15

                        10

                                     5

                                     0
                                         10                 100                           1000                      10000
                                                                                                                                               FLOODRESILIENCEGROUP
                                                                      return period [Y]


                                                                           Current

                                                                                                                                               FLOODRESILIENCEGROUP

                                                                                                                                     Page 11
FLOODRESILIENCE
STAGE-DAMAGE CURVES: ATTRIBUTES

                      MEAN ANNUAL DAMAGE (MAD)
                      • Average contribution of each damage level per year

                                                                                                              d i 1  d i
                                                      Pmax                                           I
                                   MAD                     D( p)d p  
                                                           P0                                    i 1               2
                                                                                                                            pi
                     160

                     150

                     140

                     130

                     120

                     110

                     100
 Damage [x mln € ]




                      90

                      80

                      70



                                       MAD
                      60

                      50

                      40

                      30

                      20

                      10

                       0
                           20000




                                    10000




                                            4000



                                                    2000




                                                                1000




                                                                        500



                                                                                    250




                                                                                          100




                                                                                                50




                                                                                                         25




                                                                                                                 10




                                            Exceedance probability -1 [-](Water stage [m +NAP])

                                                                       2100 Total




                                                                                                                                                      FLOODRESILIENCEGROUP



                                                                                                                                                      FLOODRESILIENCEGROUP

                                                                                                                                            Page 12
FLOODRESILIENCE
STAGE-DAMAGE CURVES: ATTRIBUTES

                      SENSITIVITY
                      • Maximum value for the derative of the stage-damage curve.
                                        d d 
                       SENSITIVITY  max i 1 i 1   d max
                                         P P 
                                         i 1 i 1 
                     160

                     150                                                                                   SENSITIVITY
                     140

                     130

                     120

                     110

                     100
 Damage [x mln € ]




                      90

                      80

                      70

                      60

                      50

                      40

                      30

                      20

                      10

                       0
                           20000




                                   10000




                                           4000



                                                   2000




                                                           1000




                                                                   500



                                                                               250




                                                                                     100




                                                                                            50




                                                                                                 25




                                                                                                      10




                                           Exceedance probability -1 [-](Water stage [m +NAP])

                                                                  2100 Total




                                                                                                                                            FLOODRESILIENCEGROUP



                                                                                                                                            FLOODRESILIENCEGROUP

                                                                                                                                  Page 13
FLOODRESILIENCE
STAGE-DAMAGE CURVES: ATTRIBUTES

                      GRADUALITY
                      • Identify discontinuities in the derivates of the stage-damage curve
                                                                                                   
                                                                                     N    Pi  Di
                            GRADUALITY  1  
                                                                                 p 1               2
                     160

                     150

                     140

                     130

                     120

                     110

                     100
 Damage [x mln € ]




                      90

                      80

                      70                                          Strong inflection point
                      60

                      50

                      40

                      30

                      20

                      10

                       0
                           20000




                                   10000




                                           4000



                                                   2000




                                                           1000




                                                                   500



                                                                               250




                                                                                         100




                                                                                               50




                                                                                                        25




                                                                                                             10




                                           Exceedance probability -1 [-](Water stage [m +NAP])

                                                                  2100 Total




                                                                                                                                     FLOODRESILIENCEGROUP



                                                                                                                                     FLOODRESILIENCEGROUP

                                                                                                                           Page 14
FLOODRESILIENCE
 RESILIENT PLANNING AND BUILDING: Damage model (where?)

         HIGH LEVEL OF DETAIL: High precision but low usability




                                                                            FLOODRESILIENCEGROUP

Dordrecht outer marches: Damage Distribution

                                                                            FLOODRESILIENCEGROUP

                                                                  Page 15
FLOODRESILIENCE
 WP3 RESILIENT PLANNING AND BUILDING: Damage model (where?)

        GEOGRAPHICAL DISTRIBUTION(CLUSTERING): High usability
        (where)




                                                       €17.545.537 (71%)




                                             €147.886 (1%)



                                                                                              FLOODRESILIENCEGROUP

Dordrecht outer marches: Damage Clustering

                                                                                              FLOODRESILIENCEGROUP

                                                                                    Page 16
FLOODRESILIENCE
 WP3 RESILIENT PLANNING AND BUILDING: Damage model (where?)

        Example from Rotterdam-Rijnmond(where)




                                                                        FLOODRESILIENCEGROUP

Rotterdm-Rijnmond: Damage Clustering EP = 10000-1

                                                                        FLOODRESILIENCEGROUP

                                                              Page 17
Goedereede



                                                                  Hellevoetsluis
                                                                      Dirksland


                                                                         Brielle
                                                                   Middelharnis

                                                                     Rozenburg
                                                                       Maassluis
                                                                        Bernisse
                                                                       Korendijk

                                                                    Vlaardingen
                                                                     Rotterdam
                                                                    Oostflakkee
                                                                      Schiedam
                                                                     Spijkenisse

                                                                 Oud-Beijerland

                                                                     Cromstrijen
                                                                       Moerdijk
                                                                    Barendrecht
                                                                         Strijen
                                                           Capelle aan den IJssel
                                                          Krimpen aan den IJssel
                                                                       Moerdijk
                                                                       Nederlek
                                                                    Zwijndrecht
                                                              Nieuw-Lekkerland

                                                           Hendrik-Ido-Ambacht
                                                                   Alblasserdam
                                                                      Dordrecht
                                                                   Papendrecht

                                                                    Werkendam
                                                                   Bergambacht
                                                                      Sliedrecht
                                                                        Liesveld
                                                                     Drimmelen
                                                               Geertruidenberg
                                                                  Schoonhoven
                                                        Hardinxveld-Giessendam
                                                                                    ADMINISTRATIVE DISTRIBUTION: Damage per Municipality




                                                                           Lopik

                                                                     Gorinchem
                                                                   Woudrichem
                                                                                                                                           WP3 RESILIENT PLANNING AND BUILDING: Damage model (where?)




                                                                    Zaltbommel
                                                                      Lingewaal
Page 18
                                                                                                                                                                                                        FLOODRESILIENCE




          FLOODRESILIENCEGROUP
                                 FLOODRESILIENCEGROUP
FLOODRESILIENCE
 WP3 RESILIENT PLANNING AND BUILDING: Damage model (where?)

                      ADMINISTRATIVE DISTRIBUTION: Damage per Neighborhood
                      1. DIFFERENTIATED
                      2. ‘CEILINGS’
                      3. HIERARCHY (4 Nhoods account for about 40% total expected damage)
                      € 8.0

                      € 7.5
                                                                                                                1e Merwedehaven en omgeving
                      € 7.0                                                                                     2e Merwedehaven en omgeving
                                                                                                                3e Merwedehaven
                      € 6.5                                                                                     Achterhakkers en omgeving
                                                                                                                Beekmanstraat en omgeving
                      € 6.0
                                                                                                                Bleijenhoek
                      € 5.5                                                                                     Boogjes en omgeving
                                                                                                                Groenmarkt en omgeving
                      € 5.0                                                                                     Grote Markt en omgeving
  Damage [x mln € ]




                                                                                                                Handelskade en 's-Gravendeelsedijk
                      € 4.5
                                                                                                                Julianahaven
                      € 4.0                                                                                     Kalkhaven
                                                                                                                Krabbegors
                      € 3.5
                                                                                                                Lijnbaan
                      € 3.0                                                                                     Maasstraat en omgeving
                                                                                                                Merwelanden
                      € 2.5                                                                                     Krabbepolder
                                                                                                                Nieuwe Haven en omgeving
                      € 2.0
                                                                                                                Noorderkwartier
                      € 1.5                                                                                     Plein 1940-1945 en omgeving
                                                                                                                Wantijpark en omgeving
                      € 1.0                                                                                     Weeskinderendijk en Dokweg
                                                                                                                Wijnstraat en omgeving
                      € 0.5
                                                                                                                Wilhelminahaven
                      € 0.0
                              20000



                                      10000



                                              4000



                                                     2000



                                                                 1000



                                                                        500



                                                                                250



                                                                                           100



                                                                                                 50



                                                                                                      25



                                                                                                           10




                                                            Exceedance probability-1 [-]                                                                       FLOODRESILIENCEGROUP

Dordrecht outer marches: Damage distribution per neighborhood

                                                                                                                                                               FLOODRESILIENCEGROUP

                                                                                                                                                     Page 19
FLOODRESILIENCE
 WP3 RESILIENT PLANNING AND BUILDING: Damage model (when?)

        TEMPORAL DISTRIBUTION: Lifecycle management
        1. PROACTIVE RETROFITTING (up to 32.3% damages to historical buildings)
        2. REACTIVE RETROFITTING (end of lifecycle)
        3. RENEWAL SCHEMES (up to 67.8% damages on post-war buildings)

        CHANCES FOR INTEGRATED UFM
                                         8

                                         7
                  Damage [x million €]




                                         6

                                         5

                                         4

                                         3

                                         2

                                         1

                                         0
                                             till 1904


                                                         1905-1909


                                                                     1910-1914


                                                                                 1915-1919


                                                                                             1920-1924


                                                                                                          1925-1929


                                                                                                                      1930-1934

                                                                                                                                   1935-1939


                                                                                                                                               1940-1944


                                                                                                                                                            1945-1949


                                                                                                                                                                        1950-1954

                                                                                                                                                                                    1955-1959


                                                                                                                                                                                                1960-1964


                                                                                                                                                                                                             1965-1969

                                                                                                                                                                                                                         1970-1974


                                                                                                                                                                                                                                     1975-1979


                                                                                                                                                                                                                                                 1980-1984


                                                                                                                                                                                                                                                             1985-1989


                                                                                                                                                                                                                                                                          1990-1994


                                                                                                                                                                                                                                                                                      1995-1999

                                                                                                                                                                                                                                                                                                  2000-2004
                                                                                                                                                    Year of construction[y]

                                                                                                         1/4000                   1/2000                   1/1000                   1/500                   1/250               1/100              1/50                  1/25            1/10                 FLOODRESILIENCEGROUP

Dordrecht outer marches: Damage distribution age housing stock

                                                                                                                                                                                                                                                                                                              FLOODRESILIENCEGROUP

                                                                                                                                                                                                                                                                                             Page 20
FLOODRESILIENCE
WP3 RESILIENT PLANNING AND BUILDING: Damage model (what?)

  FUNCTIONAL DISTRIBUTION:
  -Features (e.g. businesses, housing, infrastructure, public space)
  -Typologies (e.g. row houses, appartments, detached houses)
  -Components (e.g. cleaning costs, structural damage, interior damage)


 DAMAGE TO INFRASTRUCTURE   DAMAGE OVER BUILDING TYPOLOGY DAMAGE COMPONENTS
                                                                         Damage over Typology
                                                                                                                                                                     0.053
                                                                                                                                                                               0.039
                                        300                                                                                                                                       0.023
                                                                                                                                                                                   0.049
                                        250

                                                                                                                                                                                          0.087
                                        200
                                                                                                                 Duplex
                            # Damaged




                                                                                                                 Appartment
                                        150                                                                      Row House
                                                                                                                 Semi-Detached
                                                                                                                 Detached
                                        100


                                                                                                                                            0.750
                                        50


                                         0
                                              4000

                                                     2000

                                                            1250

                                                                   500

                                                                          250

                                                                                  100

                                                                                        50

                                                                                             25

                                                                                                  10

                                                                                                       1

                                                                                                           0.1
                                                                                Frequency                                        Cleaning   Floors & Walls   Doors   Kitchen   Installations      interior




  -Especially for higher EPs, damage to infrastructure is major damage component
  -Interior damage contributes 75% to total damages to housing
  -Majority of inundated houses are row houses

                                                                                                                                                                                       FLOODRESILIENCEGROUP



                                                                                                                                                                                       FLOODRESILIENCEGROUP

                                                                                                                                                                        Page 21
FLOODRESILIENCE
RESILIENT PLANNING AND BUILDING: Damage model

                 INFLUENCE OF CLIMATE CHANGE (what?)
                 -Impacts of climate change are substatial, yet relatively gradual in progression
                 -Levels?
                 -Trend shift?
                        175


                        150


                        125
 expected Damage [m€]




                        100


                        75

                        50


                        25

                         0
                              10                100                         1000                 10000
                                                        return period [Y]


                         Current   2050 G+   2100 Veerman       2050 Lockable/Open   2100 Lockable/Open

 Aggregate Flood Damage for scenarios                                                                               FLOODRESILIENCEGROUP



                                                                                                                    FLOODRESILIENCEGROUP

                                                                                                          Page 22
FLOODRESILIENCE
WP3: From Damage model to Decision Support

  REDUCING FLOOD IMPACTS ACROSS SCALES:
  -Assessment of damage differentiation provides foundation for mixed-strategy
  -Bottom-up: Implementation of various dry-proof, wet-proof solutions
  -Top-down: Implementation of levee systems, combined with elevated infrastructure


                                                                                                                                                   Housing-level


        Hamburg, Germany Dura Vermeer, (2004), Gouden Kust, Maasbommel, Netherlands. DuraVermeer, (2005), Drijvende Kas, Naaldwijk, Netherlands
                                                                                                                                                         spill-over effects




                                                                                                                                                   Urban-level


                                                                                   Dura Vermeer, (2004), Impression Flood Resilient Neighborhood

                                                                                                                                                         spill-over effects




                                                                                                                                                   Catchment-level                      FLOODRESILIENCEGROUP



                                                                                                                                                                                        FLOODRESILIENCEGROUP

                                                                                                                                                                              Page 23
FLOODRESILIENCE
 WP3: From Damage model to Decision Support

         WHAT ABOUT THE IMPACT OF NON-STRUCTURAL MEASURES:
         -Compensation measures
         -Flood insurance

         MOTIVATION:
         -Differentiated ‘Risk Landscape’ (spatial, temporal, functional)
         -Overall impact relatively low
         -Yet, higher impact levels excpected in future
         -Stadwerven pilot




                                                                                      FLOODRESILIENCEGROUP


Artist Impression Pilot Flood Proof Building
                                                                                      FLOODRESILIENCEGROUP

                                                                            Page 24

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Lecture on Flood Damage Assessment

  • 1. FLOODRESILIENCE FLOOD DAMAGE ANALYSIS William Veerbeek, Flood Resilience Group, Unesco-IHE, Delft, Netherlands URBAN FLOOD MANAGEMENT DORDRECHT HSRR02: FLOOD DAMAGE ASSESSMENT ROTTERDAM-RIJNMOND FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 1
  • 2. FLOODRESILIENCE UFM DORDRECHT: Knowledge development by DESIGN WORK PACKAGES: STAKEHOLDERS: -Risk and Vulnerability assessment -Governement (federal, regional, local) -Resilient Planning and Building -Research Institutes -Urban Design -Water-board -Communication and Emergency Response -Housing corporation -Policy and Governance -Developers, Building industry -Insurance Companies -Citizens Vulnerability assessment Damage assessment Flood modelling, Vulnerability assessment Flood proofing technologies FLOODRESILIENCEGROUP Guidelines FLOOD RESILIENT DESIGN Communication FLOODRESILIENCEGROUP Page 2
  • 3. FLOODRESILIENCE UFM DORDRECHT: LEARNING by DOING, Iterative Process (Slow Prototyping) PRACTISE: TREMENDOUS AMOUNT OF INFORMATION EXCHANGE Vulnerability assessment Damage assessment Flood modelling, Vulnerability assessment Flood proofing technologies DESIGN PROTOTYPES Communication Guidelines FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 3
  • 4. FLOODRESILIENCE INTERGRATED UFM: Incorporate flood impact reduction into the city YET: CITIES ARE COMPLEX AND HIGHLY DIFFERENTIATED NEED FOR A HIGHLY EXPRESSIVE VULNERABILITY/IMPACT MODEL 1. WHAT? Need for broad set of impact evaluation tools, climate scenarios 2. WHERE? Need for detailled impact assessment 3. WHEN? Need for incorporation of renewal strategies FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 4
  • 5. FLOODRESILIENCE FLOOD DAMAGE ASSESSMENT TERMINOLOGY • Tangible damages: expressed in money (direct, indirect) • Intangible damages: Cannot be expressed in money (culture, health, etc.) • Direct damages: cleaning, repair, replacement, etc. • Indirect damages: business interruption, ‘ripple effects’, etc. FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 5
  • 6. FLOODRESILIENCE FLOOD DAMAGE ASSESSMENT TERMINOLOGY • Cummulative frequency: find frequency of occurence of some value (e.g. dis- charge, water stage)-> from historical records • Return period: period in which the event occurs • Exceedance probability = return period-1 -> Probability that a given value (e.g. discharge, water stage) is exceeded COMMON MISCONCEPTIONS: • A 100 year flood doesn’t happen every 100 years • A 10000 year flood is based on flood records FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 6
  • 7. FLOODRESILIENCE FLOOD RISK ASSESSMENT: Only from the ‘driver’ perspective 2D FLOOD SIMULATIONS: 4000-1 EP High resolution (max 10x10m grid), including sewer Inundation, Velocity for a multitude of design floods events limited inundation depth (<1m) limited flow velocities (<0.75m3/s) FLOOD RISK FOCUSSED ON FLOOD EXTENT AND INUNDATION DEPTH -Little knowledge about impact assessment FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 7
  • 8. FLOODRESILIENCE CALCULATING DAMAGE FOR INDIVIDUAL FEATURES 1. STAGE-DAMAGE FUNCTION • Relates inundation depth to damage level • Differs per feature type, region • Can be composed of different damage contributors • Can be multi-modal (inundation depth, velocity, duration) 40000 35000 30000 25000 damage [€] 20000 15000 10000 5000 0 0 0,3 0,6 0,9 1,2 1,5 1,8 2,1 2,4 2,9 water stage [m] Cleaning Floors & Walls Doors Kitchen Installation FLOODRESILIENCEGROUP Stage damage curve for detached housing FLOODRESILIENCEGROUP Page 8
  • 9. FLOODRESILIENCE CALCULATING DAMAGE FOR INDIVIDUAL FEATURES 2. 2D OR 1D-2D FLOOD SIMULATION • Generates maximum inundation depth per grid-cell • Apply different flood scenarios (i.e. EPs associated to a water stage) FLOODRESILIENCEGROUP Flood extent for different EPs FLOODRESILIENCEGROUP Page 9
  • 10. FLOODRESILIENCE CALCULATING DAMAGE FOR INDIVIDUAL FEATURES 3. APPLICATION OF STAGE-DAMAGE FUNCTION AND 2D INUNDATION MAP • Classification of individual features .... Classify feature 0,3 0,6 0,9 1,2 1,5 1,8 2,1 0,3 0,6 0,9 1,2 1,5 1,8 2,1 0,3 0,6 0,9 1,2 1,5 1,8 2,1 water stage [m] water stage [m] water stage [m] H1 H2 Hn Attributes feature Fi (e.g. house) • type • area • location • etc. Flood characteristics at location (Xi, Yi) • depth • velocity • duration • etc. FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 10
  • 11. FLOODRESILIENCE CALCULATING DAMAGE FOR INDIVIDUAL FEATURES 4. RESULTING AGGREGATE DAMAGE LEVELS • Water stage - Expected damage 180 160 5.8845 y = 4E-08x 140 expected Damage [m€] 120 100 80 60 40 20 0 225 250 275 300 325 350 375 400 425 450 water stage [cm +NAP] • Return periods - Expected damage Current 40 35 30 expected Damage [m€] 25 20 15 10 5 0 10 100 1000 10000 FLOODRESILIENCEGROUP return period [Y] Current FLOODRESILIENCEGROUP Page 11
  • 12. FLOODRESILIENCE STAGE-DAMAGE CURVES: ATTRIBUTES MEAN ANNUAL DAMAGE (MAD) • Average contribution of each damage level per year d i 1  d i Pmax I MAD   D( p)d p   P0 i 1 2  pi 160 150 140 130 120 110 100 Damage [x mln € ] 90 80 70 MAD 60 50 40 30 20 10 0 20000 10000 4000 2000 1000 500 250 100 50 25 10 Exceedance probability -1 [-](Water stage [m +NAP]) 2100 Total FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 12
  • 13. FLOODRESILIENCE STAGE-DAMAGE CURVES: ATTRIBUTES SENSITIVITY • Maximum value for the derative of the stage-damage curve. d d  SENSITIVITY  max i 1 i 1   d max  P P   i 1 i 1  160 150 SENSITIVITY 140 130 120 110 100 Damage [x mln € ] 90 80 70 60 50 40 30 20 10 0 20000 10000 4000 2000 1000 500 250 100 50 25 10 Exceedance probability -1 [-](Water stage [m +NAP]) 2100 Total FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 13
  • 14. FLOODRESILIENCE STAGE-DAMAGE CURVES: ATTRIBUTES GRADUALITY • Identify discontinuities in the derivates of the stage-damage curve   N Pi  Di GRADUALITY  1   p 1 2 160 150 140 130 120 110 100 Damage [x mln € ] 90 80 70 Strong inflection point 60 50 40 30 20 10 0 20000 10000 4000 2000 1000 500 250 100 50 25 10 Exceedance probability -1 [-](Water stage [m +NAP]) 2100 Total FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 14
  • 15. FLOODRESILIENCE RESILIENT PLANNING AND BUILDING: Damage model (where?) HIGH LEVEL OF DETAIL: High precision but low usability FLOODRESILIENCEGROUP Dordrecht outer marches: Damage Distribution FLOODRESILIENCEGROUP Page 15
  • 16. FLOODRESILIENCE WP3 RESILIENT PLANNING AND BUILDING: Damage model (where?) GEOGRAPHICAL DISTRIBUTION(CLUSTERING): High usability (where) €17.545.537 (71%) €147.886 (1%) FLOODRESILIENCEGROUP Dordrecht outer marches: Damage Clustering FLOODRESILIENCEGROUP Page 16
  • 17. FLOODRESILIENCE WP3 RESILIENT PLANNING AND BUILDING: Damage model (where?) Example from Rotterdam-Rijnmond(where) FLOODRESILIENCEGROUP Rotterdm-Rijnmond: Damage Clustering EP = 10000-1 FLOODRESILIENCEGROUP Page 17
  • 18. Goedereede Hellevoetsluis Dirksland Brielle Middelharnis Rozenburg Maassluis Bernisse Korendijk Vlaardingen Rotterdam Oostflakkee Schiedam Spijkenisse Oud-Beijerland Cromstrijen Moerdijk Barendrecht Strijen Capelle aan den IJssel Krimpen aan den IJssel Moerdijk Nederlek Zwijndrecht Nieuw-Lekkerland Hendrik-Ido-Ambacht Alblasserdam Dordrecht Papendrecht Werkendam Bergambacht Sliedrecht Liesveld Drimmelen Geertruidenberg Schoonhoven Hardinxveld-Giessendam ADMINISTRATIVE DISTRIBUTION: Damage per Municipality Lopik Gorinchem Woudrichem WP3 RESILIENT PLANNING AND BUILDING: Damage model (where?) Zaltbommel Lingewaal Page 18 FLOODRESILIENCE FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP
  • 19. FLOODRESILIENCE WP3 RESILIENT PLANNING AND BUILDING: Damage model (where?) ADMINISTRATIVE DISTRIBUTION: Damage per Neighborhood 1. DIFFERENTIATED 2. ‘CEILINGS’ 3. HIERARCHY (4 Nhoods account for about 40% total expected damage) € 8.0 € 7.5 1e Merwedehaven en omgeving € 7.0 2e Merwedehaven en omgeving 3e Merwedehaven € 6.5 Achterhakkers en omgeving Beekmanstraat en omgeving € 6.0 Bleijenhoek € 5.5 Boogjes en omgeving Groenmarkt en omgeving € 5.0 Grote Markt en omgeving Damage [x mln € ] Handelskade en 's-Gravendeelsedijk € 4.5 Julianahaven € 4.0 Kalkhaven Krabbegors € 3.5 Lijnbaan € 3.0 Maasstraat en omgeving Merwelanden € 2.5 Krabbepolder Nieuwe Haven en omgeving € 2.0 Noorderkwartier € 1.5 Plein 1940-1945 en omgeving Wantijpark en omgeving € 1.0 Weeskinderendijk en Dokweg Wijnstraat en omgeving € 0.5 Wilhelminahaven € 0.0 20000 10000 4000 2000 1000 500 250 100 50 25 10 Exceedance probability-1 [-] FLOODRESILIENCEGROUP Dordrecht outer marches: Damage distribution per neighborhood FLOODRESILIENCEGROUP Page 19
  • 20. FLOODRESILIENCE WP3 RESILIENT PLANNING AND BUILDING: Damage model (when?) TEMPORAL DISTRIBUTION: Lifecycle management 1. PROACTIVE RETROFITTING (up to 32.3% damages to historical buildings) 2. REACTIVE RETROFITTING (end of lifecycle) 3. RENEWAL SCHEMES (up to 67.8% damages on post-war buildings) CHANCES FOR INTEGRATED UFM 8 7 Damage [x million €] 6 5 4 3 2 1 0 till 1904 1905-1909 1910-1914 1915-1919 1920-1924 1925-1929 1930-1934 1935-1939 1940-1944 1945-1949 1950-1954 1955-1959 1960-1964 1965-1969 1970-1974 1975-1979 1980-1984 1985-1989 1990-1994 1995-1999 2000-2004 Year of construction[y] 1/4000 1/2000 1/1000 1/500 1/250 1/100 1/50 1/25 1/10 FLOODRESILIENCEGROUP Dordrecht outer marches: Damage distribution age housing stock FLOODRESILIENCEGROUP Page 20
  • 21. FLOODRESILIENCE WP3 RESILIENT PLANNING AND BUILDING: Damage model (what?) FUNCTIONAL DISTRIBUTION: -Features (e.g. businesses, housing, infrastructure, public space) -Typologies (e.g. row houses, appartments, detached houses) -Components (e.g. cleaning costs, structural damage, interior damage) DAMAGE TO INFRASTRUCTURE DAMAGE OVER BUILDING TYPOLOGY DAMAGE COMPONENTS Damage over Typology 0.053 0.039 300 0.023 0.049 250 0.087 200 Duplex # Damaged Appartment 150 Row House Semi-Detached Detached 100 0.750 50 0 4000 2000 1250 500 250 100 50 25 10 1 0.1 Frequency Cleaning Floors & Walls Doors Kitchen Installations interior -Especially for higher EPs, damage to infrastructure is major damage component -Interior damage contributes 75% to total damages to housing -Majority of inundated houses are row houses FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 21
  • 22. FLOODRESILIENCE RESILIENT PLANNING AND BUILDING: Damage model INFLUENCE OF CLIMATE CHANGE (what?) -Impacts of climate change are substatial, yet relatively gradual in progression -Levels? -Trend shift? 175 150 125 expected Damage [m€] 100 75 50 25 0 10 100 1000 10000 return period [Y] Current 2050 G+ 2100 Veerman 2050 Lockable/Open 2100 Lockable/Open Aggregate Flood Damage for scenarios FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 22
  • 23. FLOODRESILIENCE WP3: From Damage model to Decision Support REDUCING FLOOD IMPACTS ACROSS SCALES: -Assessment of damage differentiation provides foundation for mixed-strategy -Bottom-up: Implementation of various dry-proof, wet-proof solutions -Top-down: Implementation of levee systems, combined with elevated infrastructure Housing-level Hamburg, Germany Dura Vermeer, (2004), Gouden Kust, Maasbommel, Netherlands. DuraVermeer, (2005), Drijvende Kas, Naaldwijk, Netherlands spill-over effects Urban-level Dura Vermeer, (2004), Impression Flood Resilient Neighborhood spill-over effects Catchment-level FLOODRESILIENCEGROUP FLOODRESILIENCEGROUP Page 23
  • 24. FLOODRESILIENCE WP3: From Damage model to Decision Support WHAT ABOUT THE IMPACT OF NON-STRUCTURAL MEASURES: -Compensation measures -Flood insurance MOTIVATION: -Differentiated ‘Risk Landscape’ (spatial, temporal, functional) -Overall impact relatively low -Yet, higher impact levels excpected in future -Stadwerven pilot FLOODRESILIENCEGROUP Artist Impression Pilot Flood Proof Building FLOODRESILIENCEGROUP Page 24