Using Holistic City Simulation to Test Resilience ... · (2017-2050) Daily Loop Gradually changing...
Transcript of Using Holistic City Simulation to Test Resilience ... · (2017-2050) Daily Loop Gradually changing...
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Using Holistic City Simulation to Test Resilience Adaptation Strategies
Presented by: Stephen Bourne, P.E.
SAME Southeast Tri-Regional JETS, June 2019
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Resilience is on the Rise
2
Source: Google N-Gram Viewer
1800 1900 2000
Develop a tool to forecast resilience under current and proposed city master plans
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Recovery
Natural Disaster
Recovery
Natural disasters are simulated at the size and frequency resulting from climate change.
Natural Disaster
Natural Disasters result in little drop
in prosperity
Recovery is fast due to preparedness
Natural Disasters result in large drop
in prosperity
Lack of preparedness makes it difficult to recover. Sometimes the situation worsens after the disaster.
City Prosperity
Index(UN-Specified Index
of City Wellness) Resilient City
UnresilientCity
High Rate of Improvement
Low Rate of Improvement
Business as Usual
Business as Usual
Recovers after a long time, and remains at low rate of improvement.
Resumes high rate of improvement quickly.
Business as Usual
Business as Usual
2015 2020 2025 2030 2035 2040
Quantifying Resilience
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Requirements for Forecasting Resilience
• Capture interacting systems (Economy, People, Infrastructure, Natural)
• Include business-as-usual as well as disasters
• Include disasters that are representative of climate change effects
• Allow for addition of proposed strategies and measures their effect
• Include a long enough time line to measure return on investment
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EmploymentForecasts jobs based on economic growth
City Information Model
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City Information Model Influence of Stormwater Infrastructure on City Productivity
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02 July 2019 Future Proofing City Simulator 7
City Simulator Modeling ProcessA nested loop to capture city growth and response to hazards
Natural System
ChangesEcono-
mics
New Places of
Work
Workers
New Housing
Families
NewInfra-
structure
Adjust Flood-plains
Eco-system Impacts
Carbon Footprint
Disaster?
Structures Affected
Structures RecoverWork
Comm-erceYearly Loop
(2017-2050) DailyLoop
Gradually changing threats like rising sea level 3mm per year.
EmploymentForecasts jobs based on economic growth
Percentage growth in economy year over year.
New commercial buildings are added based on growth rate.
Buildings receive an array of businesses with an array of jobs; new jobs are filled by immigrants or population entering workforce.
New workers receive housing, spouses, children.Roads, utilities, schools,
churches, are added to fulfill new populations’ needs.
Urbanization impact to floodplains is evaluated.
Impacts to ecosystem evaluated.
Carbon footprint evaluated from daily travel, city wide
power usage, other factors.
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02 July 2019 Future Proofing City Simulator 8
Natural System
ChangesEcono-
mics
New Places of
Work
Workers
New Housing
Families
NewInfra-
structure
Adjust Flood-plains
Eco-system Impacts
Carbon Footprint
Disaster?
Structures Affected
Structures RecoverWork
Comm-erceYearly Loop
(2017-2050) DailyLoop
EmploymentForecasts jobs based on economic growth
In each day of the year, a forecast determines if a disaster occurs.
Structures affected by the disaster are identified through flood models, storm surge models, earthquake risk models, etc.
Damage to structures is estimated using damage curves that equate severity of disaster to cost of damage.
If a structure is affected, a recovery curve is established that governs whether the structure is productive or not in the future.
For workers whose place of work and residence are not
in recovery, the commute and daily work activities are
tracked.
Citizens conduct commerce throughout the day (grocery
shopping, etc). This is also tracked.
City Simulator Modeling ProcessA nested loop to capture city growth and response to hazards
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City Simulator in Action
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Forecasting Damage at a Building
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Forecasting Damage at a Building
0 1 2 3 4 5 6 7 8 9 10 11 Flood Depth (ft)
Direct Damage
80%
60%
40%
20%
2019-2050 Direct Damage = $112K
Rain-To-Flood
HAZUS Depth/Damage
StormCaster Generates this forecast – includes climate change signal
Depth Rasters establish these
points on the curve
% o
f rep
lace
men
t Cos
t
Given Replacement Cost is $100,000, damage = 16% * $100K = $16K
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Forecasting Damage at a BuildingLosses Avoided
0 1 2 3 4 5 6 Flood Depth (ft)
Direct Damage
$50,000
$40,000
$30,000
$20,000
$10,000
Total Direct Damage = $112K
Rain-To-Flood HAZUS Depth/Damage
No Mitigation
0 1 2 3 4 5 6 Flood Depth (ft)
Direct Damage
$50,000
$40,000
$30,000
$20,000
$10,000
Total Direct Damage = $46K
Rain-To-Flood HAZUS Depth/Damage
Structure Elevated: Cost = $50K
Losses Avoided = $112k - $46K = $66K ROI = $66K / $50K = 1.32
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Forecasting Damage at a BuildingLosses Avoided
ROI = 1.32
CMIP5• 112 GCM/Scenarios• Expanded to 1000 using
statistical weather generation
ROI
1.5
1.4
1.3
1.2
1.1
1.0
0.9
0.8
0.7
0.6
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City Simulator in Action
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Prioritizing Hurricane Response in Fayetteville
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Coastal Simulators introduce Sea Level Rise/Hurricanes
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Boulder County, On-going Resiliency Study
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Boulder County, Focus on top Disruptive Culverts/Bridges
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Using City Simulator Concepts in FEMA’s Mitigation Decision Support System
ROI = 𝐿𝐿𝐿𝐿𝐿𝐿𝐿𝐿𝐿𝐿𝐿𝐿 𝐴𝐴𝐴𝐴𝐿𝐿𝐴𝐴𝐴𝐴𝐿𝐿𝐴𝐴𝐶𝐶𝐿𝐿𝐿𝐿𝐶𝐶
54321
Elev
atio
n (ft
)
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Key Note
FinalistUK EA
International Excellence
Award
Questions?