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Reduced-Form Economic Consequence Estimating Tool:
Earthquakes
Adam Rose (PI) and
Nat Heatwole (Co-PI & Research Transition Lead)
1/5/15
2
Project Objectives
• Research goals– rapidly estimate economic consequences of hazard
events using simple and transparent, yet defensible, models
– provide this loss estimation capability in a compact, user-friendly software tool
• Research transition goals– ensure reduced-form earthquake tool is transitioned
to the maximum number of users– expand reduced-form modeling approach to other
types of hazards
3
DHS Interest and Motivation
• Why DHS would be interested– rapid loss estimates for resource mobilization (ex
post) or benefit-cost analyses (ex ante)– minimal user inputs– straightforward outputs & uncertainty bands
• Potential DHS contact agencies– Domestic Nuclear Detection Office (DNDO)– Federal Emergency Management Agency (FEMA)– state/local first responders & emergency
management officials
4
Potential non-DHS Stakeholders• Federal agencies
– National Oceanic and Atmospheric Administration (NOAA)– U.S. Depts. of Agriculture, Defense, Interior, & Transportation– U.S. General Services Administration (GSA)– U.S. Geological Survey (USGS)
• State/local agencies– California Earthquake Authority– California Emergency Management Agency– California Governor’s Office of Emergency Services– Los Angeles Dept. of Water and Power (LADWP)
• Others– academics/researchers– insurance firms
5
Interfaces to Related Research
• Others working on this– U.S. Geological Survey (USGS), Prompt Analysis of
Global Earthquakes for Response (PAGER) program
• Interfaces with others in this field– reduced-form modeling approach used:
• by Rose, Heatwole, Dixon et al. in a CREATE report to the U.S. Nuclear Detection Office (DNDO)
• by Heatwole in a statistical analysis of economic cost of non-fatal injuries in terrorist attacks
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Research Technical Plan
• Use data from SHELDUS (Spatial Hazard Events and Losses Database for the U.S.); supplement with primary data from media reports
• Formulate reduced-form model of property damage in major U.S. earthquakes as function of:– hazard-related variables (e.g., Richter magnitude)– exposure-related variables (e.g., population, income)
• Choose predictor variables for model using step-wise regression analysis
7
Research Transition Plan
• Work with Erroll & DHS to identify potential users - FEMA contacts
- Professor Bill Siembieda for California contacts
- NGOs (e.g., Red Cross, World Bank)
• Improve presentation of Rapid EQ Tool - improve statistical fit
- provide back-cast estimates of actual events
• Present model to customers
• Complete work on tornado example
8
Milestones and Schedule/Timeline
Action Date
Identify potential users February 15
Improve presentation of Rapid EQ tool
March 1
Present model to customers March 1 to May 31
Complete work on tornado version May 1
9
Screenshot from Tool