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IDRC, Davos, 2012




         Production Capacity Losses Due to the 311 Disaster
          –Facility Damage and Lifeline Disruption Impacts


                        Hirokazu Tatano and Yoshio Kajitani



     1              Disaster Prevention Research Institute Kyoto University
Contents

    Production Capacity Loss Estimation
     (production/operation ability under damaged
     resources)
    (supply side)
                              significant information



    Regional Economic Loss Estimation
    (Spatial General Equilibrium Model (SCGE) )
    (including demand side, supply-chain impacts, etc)

    2               Disaster Prevention Reasearch Institute
                                          Kyoto University
Processed Food (Fish) Factory




3                     Disaster Prevention Reasearch Institute
                                            Kyoto University
How to evaluate “Capacity Loss” of
industrial sector ?
         Hazard
         -Tsunami                       Exposure
         -Ground Motion                  -Distribution of Firms
         -Evacuation Area               (Number of Employee)
         (Nuclear)
                                             Vulnerability
                                             -Functional Fragility Curve

                                                                                    From
                         Capacity Losses                                            previous
                         (Facility Damage)                                          disaster
          Lifeline                                                                  and surveys
         Disruption                        Resilience
           Status                          -Lifeline Resilience Factor
                                           -Recovery from Facility
                                           Damage

                Production Capacity Losses due to                          compared
                  Facility Damage/recovery and                             with actual
                        Lifeline Disruptions                               production index
                                                                           (industrial sector)
4                     Disaster Prevention Reasearch Institute
                                            Kyoto University
Hazards: Earthquake Ground Motion




                                                     Response Spectrum
                                                     for velocity
                     20 km radius                    h: damping Factor (20%)
                     From F1NP                       T: natural period



                                                     (Suetomi, 2011)


5          Disaster Prevention Reasearch Institute
                                 Kyoto University
Tsunami Inundated Area
6   Disaster Prevention Reasearch Institute
                          Kyoto University
Functional Fragility Curve

                                          1
                                                                       State I 100%                 (No Damage)
                                         0.9
       Excess Probability of Occurance




                                         0.8                           State II
                                         0.7
                                                                       <100%
                                         0.6
                                                                       State III
                                         0.5                           <66%                            State
                                         0.4
                                         0.3
                                         0.2
                                         0.1
                                                                       State IV
                                                                       <33%
                                                                                                    (Severe Damage)
                                          0
                                               0   25        50         75         100        125
                                                             Spectral Intensity

Based on the surveys to the firms damaged by 2004 earthquake disaster
                                                                 Nakano, 2011
   7                                                    Disaster Prevention Reasearch Institute
                                                                              Kyoto University
Lifeline Resilience Factor

    Production
    level
    Normal(=1)
       Resilience factor




                               0        t1       t2           t3                          Time
                           Lifelines Electricity Water       Gas
                           (utilities) supply    supply      supply
                           disrupted restored restored       restored
                                                                        Kajitani and Tatano, 2005, 2009
                                                                        Based on the surveys in
                                                                        Tokai regions
8                                   Disaster Prevention Reasearch Institute
                                                          Kyoto University
Recovery of Facilities from the EQ Damage
    120



    100



     80
                                                                  Create
                                                                  Hazard curve type
     60
                                                                  function
     40
                                                           Non-
                                                           Manufacturing
     20



     0
          0   20   40    60     80    100     120    140    160   180      200


     Based on the Surveys by Nakano et al., 2012 (Manufacturing
     700, Non-Manufacturing 1300 in the part of Tohoku
     region, excluding Tsunami region)
9                       Disaster Prevention Reasearch Institute
                                              Kyoto University
Loss Estimation with Resilience:
                         Production Capacity



                                                Facility Damage+Recovery                              Business Interruption Losses
                                                                                                      (Facility Damage+Recovery+Lifelin
                                                                                                      Impacts)

                                                                     Facility Damage+Recovery
                                                                     +Lifeline Impacts
                                                                           Facility Damage
                                                                                               Time
                                                                   Facility Damage+Lifeline Impacts
     Lifeline Resilience




                                    1          Disaster


                                                                  Recovery of Gas

                                                             Recovery of Water
     Factor




                                    0
                                                   Recovery of Electricity



10                                                          Disaster Prevention Reasearch Institute
                                                                                  Kyoto University
Est. Result (Transport. Manf. in Fukushima)
                                            Facility Damage & Recovery & Lifeline Impacts
                                            Facility Damage & Lifeline Impacts
                                            Facility Damage & Recovery
                        1
                      0.9
                      0.8
                      0.7
Production Capacity




                      0.6
                      0.5
                      0.4
                      0.3
                      0.2
                      0.1
                        0
                            3/11   4/10   5/10     6/9        7/9        8/8      9/7       10/7   11/6   12/6


               11                                Disaster Prevention Reasearch Institute
                                                                       Kyoto University
12
                                                                                                   0.1
                                                                                                   0.2
                                                                                                   0.3
                                                                                                   0.4
                                                                                                   0.5
                                                                                                   0.6
                                                                                                   0.7
                                                                                                   0.8
                                                                                                   0.9




                                                                                                     0
                                                                                                     1
                                                                                      Mining
                                                                                 Construction
                                                                                         Food
                                                                           Apparel & Textile
                                                                  Wood & Wooden Products
                                                                                  Paper-Pulp
                                                                                    Chemicals
                                                                             Refinery & Coal
                                                                            Glass Stone Clay
                                                                                         Steel
                                                                                 Non-Ferrous
                                                                             Metal Products
                                                                         General Machinery
                                                                          Electric Machinery
                                                                Information & Comm. Device
                                                                             Electronic Parts
                                                                                 Transport Eq
                                                                        Precision Machinery
                                                                       Other Manufacturing
                                                                                                                                                                                              Estimated Capacity Losses




                                                                             Communication
                                                                             Transportation
Disaster Prevention Reasearch Institute
                      Kyoto University
                                                                                                                                          Ground Motion, Tsunami, and Nuclear(20 km radius)




                                                                          Retail & Wholesale
                                                                       Financial & Insurance
                                                                                   Real Estate
                                                                             Medical Service
                                                                              Other Services
                                                                                                                      Iwate
                                                                                                             Miyagi
                                                                                                   Ibaragi
                                                                                         Tochigi
                                                                                                                              Fukushima




                                          Around 30% of capacity is lost
Index of Industrial Production (IIP)


            All sectors     Transportation       Steel
 140
 120
 100
 80
 60
 40
 20
     0




13            Disaster Prevention Reasearch Institute
                                    Kyoto University
Estimated Results 1 (March, 2011)
                             Facility Damage
                             Facility Damage and Lifeline Impacts
                             Facility Damage and Recovery
                             Facility Damage, Recovery, and Lifeline Impacts
                  1
                                                                        Tochigi
                 0.9
                                                         Ibaragi
                 0.8
                 0.7                                                           Iwate
     Estimated




                 0.6
                 0.5
                                                                      Fukushima
                 0.4
                                                       Miyagi
                 0.3
                 0.2
                 0.1
                  0
                       0.0   0.2              0.4               0.6               0.8   1.0
                                   Index of Industrial Production (Mar/Feb)


14                                 Disaster Prevention Reasearch Institute
                                                         Kyoto University
Estimated Results 3 (May, 2011)
                             Facility Damage
                             Facility Damage and Lifeline Impacts
                             Facility Damage and Recovery
                             Facility Damage, Recovery, and Lifeline Impacts         IbaragiTochigi
                  1
                 0.9
                 0.8                                                                            Iwate
                 0.7
     Estimated




                 0.6
                                                                                    Fukushima
                 0.5
                 0.4
                 0.3                                                     Miyagi
                 0.2
                 0.1
                  0
                       0.0         0.2               0.4              0.6           0.8          1.0
                                         Index of Industrial Production (May/Feb)



15                                       Disaster Prevention Reasearch Institute
                                                               Kyoto University
Conclusion (Capacity Loss Estimation)
    Development of Capacity Loss Estimation Model
     (Hazard, Vulnerability, Exposure, Resilience)

    Relatively good relationships between “estimated”
     and “observed”. (reasonable benchmark data is
     used)

    To be continued for the latter part of study
     (connection with regional economic models)



    16               Disaster Prevention Reasearch Institute
                                           Kyoto University

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Indirect economic impacts of the Great East Japan Earthquake: approach by Spatial Computable General Equilibrium Model

  • 1. IDRC, Davos, 2012 Production Capacity Losses Due to the 311 Disaster –Facility Damage and Lifeline Disruption Impacts Hirokazu Tatano and Yoshio Kajitani 1 Disaster Prevention Research Institute Kyoto University
  • 2. Contents  Production Capacity Loss Estimation (production/operation ability under damaged resources) (supply side) significant information  Regional Economic Loss Estimation (Spatial General Equilibrium Model (SCGE) ) (including demand side, supply-chain impacts, etc) 2 Disaster Prevention Reasearch Institute Kyoto University
  • 3. Processed Food (Fish) Factory 3 Disaster Prevention Reasearch Institute Kyoto University
  • 4. How to evaluate “Capacity Loss” of industrial sector ? Hazard -Tsunami Exposure -Ground Motion -Distribution of Firms -Evacuation Area (Number of Employee) (Nuclear) Vulnerability -Functional Fragility Curve From Capacity Losses previous (Facility Damage) disaster Lifeline and surveys Disruption Resilience Status -Lifeline Resilience Factor -Recovery from Facility Damage Production Capacity Losses due to compared Facility Damage/recovery and with actual Lifeline Disruptions production index (industrial sector) 4 Disaster Prevention Reasearch Institute Kyoto University
  • 5. Hazards: Earthquake Ground Motion Response Spectrum for velocity 20 km radius h: damping Factor (20%) From F1NP T: natural period (Suetomi, 2011) 5 Disaster Prevention Reasearch Institute Kyoto University
  • 6. Tsunami Inundated Area 6 Disaster Prevention Reasearch Institute Kyoto University
  • 7. Functional Fragility Curve 1 State I 100% (No Damage) 0.9 Excess Probability of Occurance 0.8 State II 0.7 <100% 0.6 State III 0.5 <66% State 0.4 0.3 0.2 0.1 State IV <33% (Severe Damage) 0 0 25 50 75 100 125 Spectral Intensity Based on the surveys to the firms damaged by 2004 earthquake disaster Nakano, 2011 7 Disaster Prevention Reasearch Institute Kyoto University
  • 8. Lifeline Resilience Factor Production level Normal(=1) Resilience factor 0 t1 t2 t3 Time Lifelines Electricity Water Gas (utilities) supply supply supply disrupted restored restored restored Kajitani and Tatano, 2005, 2009 Based on the surveys in Tokai regions 8 Disaster Prevention Reasearch Institute Kyoto University
  • 9. Recovery of Facilities from the EQ Damage 120 100 80 Create Hazard curve type 60 function 40 Non- Manufacturing 20 0 0 20 40 60 80 100 120 140 160 180 200 Based on the Surveys by Nakano et al., 2012 (Manufacturing 700, Non-Manufacturing 1300 in the part of Tohoku region, excluding Tsunami region) 9 Disaster Prevention Reasearch Institute Kyoto University
  • 10. Loss Estimation with Resilience: Production Capacity Facility Damage+Recovery Business Interruption Losses (Facility Damage+Recovery+Lifelin Impacts) Facility Damage+Recovery +Lifeline Impacts Facility Damage Time Facility Damage+Lifeline Impacts Lifeline Resilience 1 Disaster Recovery of Gas Recovery of Water Factor 0 Recovery of Electricity 10 Disaster Prevention Reasearch Institute Kyoto University
  • 11. Est. Result (Transport. Manf. in Fukushima) Facility Damage & Recovery & Lifeline Impacts Facility Damage & Lifeline Impacts Facility Damage & Recovery 1 0.9 0.8 0.7 Production Capacity 0.6 0.5 0.4 0.3 0.2 0.1 0 3/11 4/10 5/10 6/9 7/9 8/8 9/7 10/7 11/6 12/6 11 Disaster Prevention Reasearch Institute Kyoto University
  • 12. 12 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 0 1 Mining Construction Food Apparel & Textile Wood & Wooden Products Paper-Pulp Chemicals Refinery & Coal Glass Stone Clay Steel Non-Ferrous Metal Products General Machinery Electric Machinery Information & Comm. Device Electronic Parts Transport Eq Precision Machinery Other Manufacturing Estimated Capacity Losses Communication Transportation Disaster Prevention Reasearch Institute Kyoto University Ground Motion, Tsunami, and Nuclear(20 km radius) Retail & Wholesale Financial & Insurance Real Estate Medical Service Other Services Iwate Miyagi Ibaragi Tochigi Fukushima Around 30% of capacity is lost
  • 13. Index of Industrial Production (IIP) All sectors Transportation Steel 140 120 100 80 60 40 20 0 13 Disaster Prevention Reasearch Institute Kyoto University
  • 14. Estimated Results 1 (March, 2011) Facility Damage Facility Damage and Lifeline Impacts Facility Damage and Recovery Facility Damage, Recovery, and Lifeline Impacts 1 Tochigi 0.9 Ibaragi 0.8 0.7 Iwate Estimated 0.6 0.5 Fukushima 0.4 Miyagi 0.3 0.2 0.1 0 0.0 0.2 0.4 0.6 0.8 1.0 Index of Industrial Production (Mar/Feb) 14 Disaster Prevention Reasearch Institute Kyoto University
  • 15. Estimated Results 3 (May, 2011) Facility Damage Facility Damage and Lifeline Impacts Facility Damage and Recovery Facility Damage, Recovery, and Lifeline Impacts IbaragiTochigi 1 0.9 0.8 Iwate 0.7 Estimated 0.6 Fukushima 0.5 0.4 0.3 Miyagi 0.2 0.1 0 0.0 0.2 0.4 0.6 0.8 1.0 Index of Industrial Production (May/Feb) 15 Disaster Prevention Reasearch Institute Kyoto University
  • 16. Conclusion (Capacity Loss Estimation)  Development of Capacity Loss Estimation Model (Hazard, Vulnerability, Exposure, Resilience)  Relatively good relationships between “estimated” and “observed”. (reasonable benchmark data is used)  To be continued for the latter part of study (connection with regional economic models) 16 Disaster Prevention Reasearch Institute Kyoto University