Yoshio KAJITANI1, Hirokazu TATANO2
1Disaster Prevention Research Institute, Kyoto University, Japan; 2Disaster Prevention Research Institute, Kyoto University, Japan
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)
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3. Processed Food (Fish) Factory
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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)
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5. Hazards: Earthquake Ground Motion
Response Spectrum
for velocity
20 km radius h: damping Factor (20%)
From F1NP T: natural period
(Suetomi, 2011)
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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
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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
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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)
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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
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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
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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
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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
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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)
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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)
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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)
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