Coupling a global climatic model with insurance impact models for flood and drought: an estimation of the financial impact of climate change
CCR, a French reinsurance company mostly involved in natural disasters coverage in France, has been developing tools for the estimation of its exposure to climatic risks for many years. Both a flood and a drought models were developed and calibrated on a large policies and claims database supplied e...
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Online Access: | http://dx.doi.org/10.1051/e3sconf/20160702003 |
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doaj-b7ca032e53a3477bbdcb0dce6acbc37d2021-02-02T06:34:04ZengEDP SciencesE3S Web of Conferences2267-12422016-01-0170200310.1051/e3sconf/20160702003e3sconf_flood2016_02003Coupling a global climatic model with insurance impact models for flood and drought: an estimation of the financial impact of climate changeTinard Pierre0Wang Zi-Xiang1Moncoulon David2Veysseire Martine3Regimbeau Fabienne4Déqué Michel5CCR, R&D – Technical Studies Public ReinsuranceCCR, R&D – Technical Studies Public ReinsuranceCCR, R&D – Technical Studies Public ReinsuranceMétéo–FranceMétéo–FranceMétéo–FranceCCR, a French reinsurance company mostly involved in natural disasters coverage in France, has been developing tools for the estimation of its exposure to climatic risks for many years. Both a flood and a drought models were developed and calibrated on a large policies and claims database supplied every year with insurers’ data. More recently, CCR has been developing a stochastic approach in order to evaluate its financial exposure to extreme events. A large and realistic event set has been generated by applying extreme value statistic tools to simulate hazard and to estimate, using our impact models, the average annual losses and losses related to different return periods. These event sets have been simulated separately for flood and drought, with a hypothesis of independence, consistent with recent annual damage data. The newest development presented here consists in the use of the ARPEGE–Climat model performed by Météo-France to simulate two 200-years sets of hourly atmospheric time series reflecting both the current climate and the RCP 4.5 climate conditions circa year 2050. These climatic data constitute the input data for the flood and drought impact models to detect events and simulate the associated hazard and damages. Our two main goals are (1) to simulate simultaneously flood and drought events for the same simulated years and (2) to evaluate the financial impact of climate change.http://dx.doi.org/10.1051/e3sconf/20160702003 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Tinard Pierre Wang Zi-Xiang Moncoulon David Veysseire Martine Regimbeau Fabienne Déqué Michel |
spellingShingle |
Tinard Pierre Wang Zi-Xiang Moncoulon David Veysseire Martine Regimbeau Fabienne Déqué Michel Coupling a global climatic model with insurance impact models for flood and drought: an estimation of the financial impact of climate change E3S Web of Conferences |
author_facet |
Tinard Pierre Wang Zi-Xiang Moncoulon David Veysseire Martine Regimbeau Fabienne Déqué Michel |
author_sort |
Tinard Pierre |
title |
Coupling a global climatic model with insurance impact models for flood and drought: an estimation of the financial impact of climate change |
title_short |
Coupling a global climatic model with insurance impact models for flood and drought: an estimation of the financial impact of climate change |
title_full |
Coupling a global climatic model with insurance impact models for flood and drought: an estimation of the financial impact of climate change |
title_fullStr |
Coupling a global climatic model with insurance impact models for flood and drought: an estimation of the financial impact of climate change |
title_full_unstemmed |
Coupling a global climatic model with insurance impact models for flood and drought: an estimation of the financial impact of climate change |
title_sort |
coupling a global climatic model with insurance impact models for flood and drought: an estimation of the financial impact of climate change |
publisher |
EDP Sciences |
series |
E3S Web of Conferences |
issn |
2267-1242 |
publishDate |
2016-01-01 |
description |
CCR, a French reinsurance company mostly involved in natural disasters coverage in France, has been developing tools for the estimation of its exposure to climatic risks for many years. Both a flood and a drought models were developed and calibrated on a large policies and claims database supplied every year with insurers’ data. More recently, CCR has been developing a stochastic approach in order to evaluate its financial exposure to extreme events. A large and realistic event set has been generated by applying extreme value statistic tools to simulate hazard and to estimate, using our impact models, the average annual losses and losses related to different return periods. These event sets have been simulated separately for flood and drought, with a hypothesis of independence, consistent with recent annual damage data. The newest development presented here consists in the use of the ARPEGE–Climat model performed by Météo-France to simulate two 200-years sets of hourly atmospheric time series reflecting both the current climate and the RCP 4.5 climate conditions circa year 2050. These climatic data constitute the input data for the flood and drought impact models to detect events and simulate the associated hazard and damages. Our two main goals are (1) to simulate simultaneously flood and drought events for the same simulated years and (2) to evaluate the financial impact of climate change. |
url |
http://dx.doi.org/10.1051/e3sconf/20160702003 |
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