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. 2024 Feb 8;14:3237. doi: 10.1038/s41598-024-53899-z

Table 2.

Data used to characterize marine and hydrometeorological hazards, vulnerability and coastal exposure, and for index validation.

Variable Source Data period
Hazard
Marine
 Significant wave height SIMAR wave hindcast data base (Puertos del Estado) 1958–2018
 Shoreline evolution rate Aerial photographs (Institut Cartogràfic i Geològic de Catalunya (ICGC); Institut Cartogràfic Valencià (ICV)) 1995–2018
 Low elevation zone slope 2 m × 2 m Digital Elevation Models (ICGC; ICV) 2014, 2010
 Shoreface slope Global database40 plus local modifications using available local bathymetries
 Sea level rise REDMAR Tidal gauge network (Puertos del Estado), IPCC AR6 regional projections41 1992–present
Hydrometeorological
 Thunderstorms Radar network of the Meteorological Service of Catalonia (SMC) and lightning network of the Spanish State Meteorological Agency (AEMET) 2000–2018
 Maximum wind gust Daily wind data from automatic weather stations (AEMET) 1981–2015
 Rainfall Daily precipitation from automatic weather stations (AEMET) 1981–2015
Vulnerability
Marine
 Geomorphology Aerial photographs (ICGC; ICV) 2018
 Beach width Aerial photographs (ICGC; ICV) 2018
 Accommodation space Aerial photographs (ICGC; ICV) 2018
Hydrometeorological
 Soil permeability Spanish Land Use Information System—SIOSE (National Centre for Geographic Information (CNIG)) 2014
 Terrain slope 200 m × 200 m Digital Terrain Model (CNIG) 2015
 Stream order Hydrographical Classification of Rivers (Spanish Centre for Hydrographic Studies (CEDEX) 2016
Exposure
Land use Spanish Land Use Information System—SIOSE (CNIG) 2014
Transport network Aerial photographs (ICGC; ICV) 2018
Gross Household Disposable Income Statitiscal Institut of Catalonia (IDESCAT); Generalitat Valenciana 2018
Economic activity Tourism indicators. IDESCAT; Generalitat Valenciana 2018
Population IDESCAT; Generalitat Valenciana 2018
Validation
Cumulative damage Compensatory payments by the Consorcio de Compensación de Seguros (CCS) 1994–2021
Damaging floods frequency INUNGAMA database42 1981–2020
Intensity of actual coastal damages State of the Coastal Zone in Catalonia43 2000–2010
Intensity of Gloria-storm induced coastal damages Compilation from different sources 2020