TY - JOUR
T1 - Real-time assessment of flash flood impacts at pan-European scale : The ReAFFINE method
AU - Ritter, Josias
AU - Berenguer, Marc
AU - Park, Shinju
AU - Sempere-Torres, Daniel
N1 - Funding Information:
The EU Horizon 2020 project ANYWHERE (H2020-DRS-1-2015-700099) financed the initial period of this work. The study was finalised in the framework of the TAMIR project (UCPM-874435-TAMIR). We would like to express our gratitude to OPERA, WMO and the Spanish State Meteorological Agency (AEMET) for the provision of meteorological data, and the Spanish National Geographic Institute (IGN) and the German Federal Institute of Hydrology (BfG) for access to the national flood maps. Furthermore, we would like to thank OpenStreetMaps, Milan Kalas, and the Joint Research Centre for providing the pan-European exposure datasets, and the European Severe Weather Database (ESWD), the Bavarian Environment Agency (LfU), the Spanish Insurance Compensation Consortium (CCS), the Spanish Directorate-General for Civil Protection and Emergencies (DGPCE), and Jens de Bruijn (Vrije Universiteit Amsterdam) from the Global Flood Monitor for meticulously reporting the impacts of the analysed flood events.
Publisher Copyright:
© 2021 The Author(s)
PY - 2021/12
Y1 - 2021/12
N2 - The development of early warning systems (EWSs) is a key element for the effective mitigation of flash flood impacts. Emergency managers and other end-users increasingly recognise the benefit of tools that automatically translate the forecasted flash flood hazard (e.g. expressed in terms of peak discharge or return period) into the expected socio-economic impacts (e.g. the affected population). While previous studies aimed at forecasting flash flood impacts at local or regional scales, this paper presents a simple approach for estimating in real time the flash flood impacts at pan-European scale. The proposed method – named ReAFFINE – is designed to be integrated into an EWS for end-users operating over large spatial domains (e.g. across regions or countries). ReAFFINE uses the pan-European flash flood hazard estimates from the ERICHA system to retrieve the potentially flooded areas from the national flood maps (generated in the framework of the EU Floods Directive). By combining the potentially flooded areas with socio-economic exposure information, ReAFFINE estimates in real time the exposed population and critical infrastructures. For two catastrophic flash flood events affecting Europe in recent years, ReAFFINE has demonstrated the capability to identify impacts over large spatial scales. Also at sub-regional level, the method has mostly been able to locate the areas and municipalities where the most important impacts occurred. The results also show that the performance is sensitive to the quality of the rainfall estimates that drive the hazard estimation, and to the comprehensiveness of the employed flood maps.
AB - The development of early warning systems (EWSs) is a key element for the effective mitigation of flash flood impacts. Emergency managers and other end-users increasingly recognise the benefit of tools that automatically translate the forecasted flash flood hazard (e.g. expressed in terms of peak discharge or return period) into the expected socio-economic impacts (e.g. the affected population). While previous studies aimed at forecasting flash flood impacts at local or regional scales, this paper presents a simple approach for estimating in real time the flash flood impacts at pan-European scale. The proposed method – named ReAFFINE – is designed to be integrated into an EWS for end-users operating over large spatial domains (e.g. across regions or countries). ReAFFINE uses the pan-European flash flood hazard estimates from the ERICHA system to retrieve the potentially flooded areas from the national flood maps (generated in the framework of the EU Floods Directive). By combining the potentially flooded areas with socio-economic exposure information, ReAFFINE estimates in real time the exposed population and critical infrastructures. For two catastrophic flash flood events affecting Europe in recent years, ReAFFINE has demonstrated the capability to identify impacts over large spatial scales. Also at sub-regional level, the method has mostly been able to locate the areas and municipalities where the most important impacts occurred. The results also show that the performance is sensitive to the quality of the rainfall estimates that drive the hazard estimation, and to the comprehensiveness of the employed flood maps.
KW - Continental scale
KW - Early warning
KW - Flash flood
KW - Impact forecasting
KW - Radar rainfall
UR - http://www.scopus.com/inward/record.url?scp=85118473466&partnerID=8YFLogxK
U2 - 10.1016/j.jhydrol.2021.127022
DO - 10.1016/j.jhydrol.2021.127022
M3 - Article
AN - SCOPUS:85118473466
SN - 0022-1694
VL - 603
JO - Journal of Hydrology
JF - Journal of Hydrology
M1 - 127022
ER -