Tradeoff between Investments in Infrastructure and Forecasting when Facing Natural Disaster Risk

Hurricane Katrina of 2005 was responsible for at least 81 billion dollars of property damage. In planning for such emergencies, society must decide whether to invest in the ability to evacuate more speedily or in improved forecasting technology to better predict the timing and intensity of the criti...

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Bibliographic Details
Main Author: Kim, Seong D.
Other Authors: Bickel, J. Eric
Format: Others
Language:English
Published: 2010
Subjects:
Online Access:http://hdl.handle.net/1969.1/ETD-TAMU-2009-05-749
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spelling ndltd-tamu.edu-oai-repository.tamu.edu-1969.1-ETD-TAMU-2009-05-7492013-01-08T10:41:12ZTradeoff between Investments in Infrastructure and Forecasting when Facing Natural Disaster RiskKim, Seong D.infrastructureforecast qualitynatural disasterhurricaneevacuation speedforecast accuracyhazard riskemergencyHurricane Katrina of 2005 was responsible for at least 81 billion dollars of property damage. In planning for such emergencies, society must decide whether to invest in the ability to evacuate more speedily or in improved forecasting technology to better predict the timing and intensity of the critical event. To address this need, we use dynamic programming and Markov processes to model the interaction between the emergency response system and the emergency forecasting system. Simulating changes in the speed of evacuation and in the accuracy of forecasting allows the determination of an optimal mix of these two investments. The model shows that the evacuation improvement and the forecast improvement give different patterns of impact to their benefit. In addition, it shows that the optimal investment decision changes by the budget and the feasible range of improvement.Bickel, J. Eric2010-07-15T00:13:53Z2010-07-23T21:45:15Z2010-07-15T00:13:53Z2010-07-23T21:45:15Z2009-052010-07-14May 2009BookThesisElectronic Dissertationtextapplication/pdfhttp://hdl.handle.net/1969.1/ETD-TAMU-2009-05-749eng
collection NDLTD
language English
format Others
sources NDLTD
topic infrastructure
forecast quality
natural disaster
hurricane
evacuation speed
forecast accuracy
hazard risk
emergency
spellingShingle infrastructure
forecast quality
natural disaster
hurricane
evacuation speed
forecast accuracy
hazard risk
emergency
Kim, Seong D.
Tradeoff between Investments in Infrastructure and Forecasting when Facing Natural Disaster Risk
description Hurricane Katrina of 2005 was responsible for at least 81 billion dollars of property damage. In planning for such emergencies, society must decide whether to invest in the ability to evacuate more speedily or in improved forecasting technology to better predict the timing and intensity of the critical event. To address this need, we use dynamic programming and Markov processes to model the interaction between the emergency response system and the emergency forecasting system. Simulating changes in the speed of evacuation and in the accuracy of forecasting allows the determination of an optimal mix of these two investments. The model shows that the evacuation improvement and the forecast improvement give different patterns of impact to their benefit. In addition, it shows that the optimal investment decision changes by the budget and the feasible range of improvement.
author2 Bickel, J. Eric
author_facet Bickel, J. Eric
Kim, Seong D.
author Kim, Seong D.
author_sort Kim, Seong D.
title Tradeoff between Investments in Infrastructure and Forecasting when Facing Natural Disaster Risk
title_short Tradeoff between Investments in Infrastructure and Forecasting when Facing Natural Disaster Risk
title_full Tradeoff between Investments in Infrastructure and Forecasting when Facing Natural Disaster Risk
title_fullStr Tradeoff between Investments in Infrastructure and Forecasting when Facing Natural Disaster Risk
title_full_unstemmed Tradeoff between Investments in Infrastructure and Forecasting when Facing Natural Disaster Risk
title_sort tradeoff between investments in infrastructure and forecasting when facing natural disaster risk
publishDate 2010
url http://hdl.handle.net/1969.1/ETD-TAMU-2009-05-749
work_keys_str_mv AT kimseongd tradeoffbetweeninvestmentsininfrastructureandforecastingwhenfacingnaturaldisasterrisk
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