Abstract
Human settlements in coastal areas are highly vulnerable to extreme events, especially in the Mediterranean area, which houses a large number of tourists during the summer and autumn months. It is important to carry out hazard studies at local scale to improve our understanding of natural and anthropogenic processes involved in episodes of coastal flooding. We reconstruct and characterize an extreme weather event in Tossa de Mar (northeastern Spain) and the subsequent urban flooding that occurred in 2008. Our results show flood heights up to 1.27 m, with the maximum occurring between 24 and 64 h after the start of the event. This is broadly consistent with the reconstructions obtained through interviews and photographs. Based on model simulations, we produce a hazard map for the town based on hydrodynamic scenarios for different return periods. We show that the southern part of the town is more susceptible to flooding, whereas the northern part is relatively resilient to extreme events. We recommend the adaption of a currently existing dune by adding vegetation and slightly increasing its height. This low economic cost action would significantly reduce flooding and increase resilience in this area.
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References
Agenda 21 de Tossa de Mar. n.d. http://www.cilma.cat/recursos/agendā-21-de-tossa-de-mar. Accessed 27 Dec 2019. in Catalan
Aggarwal A (2016) Exposure, hazard and risk mapping during a flood event using open source geospatial technology. Geomat Nat Haz Risk 7(4):1426–1441. https://doi.org/10.1080/19475705.2015.1069408
Alcocer-Yamanak VH, Rodríguez-Varela JM, Bourguett-Ortiz VJ, Llaguno-Guilberto OJ, Albornoz-Góngora PM (2016) Methodology for the generation of flood risk maps in urban áreas. (Metodología para la generación de mapas de riesgo por inundación en zonas urbanas.) Tecnología y ciencias del agua 7(5):33–55. http://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S2007-24222016000500033&lng=es&tlng=es
Alvarado Aguilar D (2010) Coastal flood hazard mapping at two scales: application to the Ebro Delta, PhD Thesis. Universitat Politécnica de Catalunya, Barcelona (Spain). http://www.tdx.cat/TDX-0226110-125225/
Alvarado-Aguilar D, Jiménez JA, Nicholls RJ (2012) Flood hazard and damage assessment in the Ebro Delta (NW Mediterranean) to relative sea level rise. Nat Hazards 62(3):1301–1321. https://doi.org/10.1007/s11069-012-0149-x
Amengual A, Homar V, Romero R, Ramis C, Alonso S (2014) Projections for the 21st century of the climate potential for beach-based tourism in the Mediterranean. Int J Climatol 34:3481–3498. https://doi.org/10.1002/joc.3922
Apel H, Martínez-Trepat O, Nghia Hung N, Thi Chinh D, Merz B, Viet Dung N (2016) Combined fluvial and pluvial urban flood hazard analysis: concept development and application to Can Tho city, Mekong Delta. Vietnam Nat Hazards Earth Syst Sci 16(4):941–961. https://doi.org/10.5194/nhess-16-941-2016
Arahuetes A, Hernández M, Rico AM (2018) Adaptation strategies of the hydrosocial cycles in the Mediterranean region. Water 10(6):790. https://doi.org/10.3390/w10060790
Ballesteros C, Jiménez JA, Viavattene C (2017) Flood risk evaluation to multiple components on the coast of Maresme. (Evaluación Del Riesgo de Inundación a Múltiples Componentes En La Costa Del Maresme) Ribagua 4(2):110–129. https://doi.org/10.1080/23863781.2017.1381453 (In Spanish)
Ballesteros C, Jiménez JA, Valdemoro HI, Bosom E (2018) Erosion consequences on beach functions along the Maresme coast (NW Mediterranean, Spain). Nat Hazards 90:173–195. https://doi.org/10.1007/s11069-017-3038-5
Barbaro G, Petrucci O, Canale C, Foti G, Mancuso P, Puntorieri P (2019) Contemporaneity of floods and storms. A case study of metropolitan area of Reggio Calabria in Southern Italy. In: Calabrò F, Della Spina L, Bevilacqua C (eds) New metropolitan perspectives. ISHT 2018. Smart Innovation, Systems and Technologies, vol 101. Springer, Cham. https://doi.org/10.1007/978-3-319-92102-0_66
Bárcena JF, García A, Gómez AG, Álvarez C, Juanes JA, Revilla JA (2012) Spatial and temporal flushing time approach in estuaries influenced by river and tide. an application in Suances Estuary (Northern Spain). Estuar Coast Shelf Sci 112:40–51. https://doi.org/10.1016/j.ecss.2011.08.013
Bates PD, De Roo APJ (2000) A simple raster-based model for flood inundation simulation. J Hydrol 236(1–2):54–77. https://doi.org/10.1016/S0022-1694(00)00278-X
Bates PD, Dawson RJ, Hall JW, Horritt MS, Nicholls RJ, Wicks J, Hassan MAAM (2005) Simplified two-dimensional numerical modelling of coastal flooding and example applications. Coast Eng 52(9):793–810. https://doi.org/10.1016/j.coastaleng.2005.06.001
Broekx S, Smets S, Liekens I, Bulckaen D, de Nocker L (2011) Designing a long-term flood risk management plan for the Scheldt estuary using a risk-based approach. Nat Hazards 57(2):245–266. https://doi.org/10.1007/s11069-010-9610-x
Cramer W, Gulot J, Fader M, Garrabou J, Gattuso JP, Iglesias A, Lange MA, Lionello P, Llasat MC, Paz S, Peñuelas J, Snoussi M, Toreti A, Tsimplis MN, Xoplaki E (2018) Climate change and interconnected risks to sustainable development in the Mediterranean. Nat Clim Change 8:972–980. https://doi.org/10.1038/s41558-018-0299-2
Dawson RJ, Dickson ME, Nicholls RJ, Hall JW, Walkden MJA, Stansby PK, Mokrech M (2009) Integrated analysis of risks of coastal flooding and cliff erosion under scenarios of long term change. Clim Change 95(1–2):249–288. https://doi.org/10.1007/s10584-008-9532-8
De Angeli S, D’Andrea M, Cazzola G, Dolia D, Duo E, Rebora N (2018) Coastal Risk Assessment Framework: comparison of modelled fluvial and marine inundation impacts, Bocca Di Magra, Ligurian coast, Italy. Coast Eng 134:229–240. https://doi.org/10.1016/j.coastaleng.2017.09.011
Djouder F, Boutiba M (2017) Vulnerability assessment of coastal areas to sea level rise from the physical and socioeconomic parameters: case of the Gulf Coast of Bejaia, Algeria. Arab J Geosci. https://doi.org/10.1007/s12517-017-3062-5
Duy PN, Chapman L, Tight M (2019) Resilient transport systems to reduce urban vulnerability to floods in emerging-coastal cities: a case study of Ho Chi Minh City, Vietnam. Travel Behaviour Society 15:28–43. https://doi.org/10.1016/j.tbs.2018.11.001
Federal Emergency Management Agency (2018) Guidance for flood risk analysis and mapping. Coastal wave runup and overtopping. FEMA, Washington DC, February 2018
Ferreira O, Plomaritis TA, Costas S (2017) Process-based indicators to assess storm induced coastal hazards. Earth Sci Rev 173:159–167. https://doi.org/10.1016/j.earscirev.2017.07.010
Gallien TW, Sanders BF, Flick RE (2014) Urban coastal flood prediction: integrating wave overtopping, flood defenses and drainage. Coast Eng 91:18–28. https://doi.org/10.1016/j.coastaleng.2014.04.007
Gutierrez BT, Plant NG, Thieler ER, Turecek A (2015) Using a Bayesian Network to Predict Barrier Island Geomorphologic Characteristics. J Geophys Res Earth Surf 120(12):2452–2475. https://doi.org/10.1002/2015JF003671
Ibsen ML, Brunsden D (1996) The nature, use and problems of historical archives for the temporal occurrence of landslides, with specific reference to the south coast of Britain, Ventnor, Isle of Wight. Geomorphology 15(3–4):241–258. https://doi.org/10.1016/0169-555x(95)00073-e
ICGC (2010) Llibre Verd de l'Estat de la zona costanera a Catalunya. Institut Cartogràfic i Geològic, Generalitat de Catalunya
IDESCAT. (Statistical Institute of Catalonia) (2018) https://www.idescat.cat. Accessed 27 Dec 2018
Ikeuchi H, Hirabayashi Y, Yamazaki D, Muis S, Ward PJ, Winsemius HC, Verlaan M, Kanae S (2017) Compound simulation of fluvial floods and storm surges in a global coupled river-coast flood model: model development and its application to 2007 Cyclone Sidr in Bangladesh. J Adv Model Earth Syst 9(4):1847–1862. https://doi.org/10.1002/2017MS000943
IPCC. (2014). Climate Change 2014 - Impacts, Adaptation, and Vulnerability. Part A: Global and Sectoral Aspects: Working group II Contribution to the IPCC Fifth Assessment Report. Cambridge: Cambridge University Press. https://doi.org/10.1017/CBO9781107415379
Jiménez JA (2012) Characterising sant esteve’s extreme storm (26 th December 2008) along the Catalan Coast (NW Mediterranean). In: Mateo MA, Garcia‐-Rubies T (eds) Assessment of the ecological impact of the extreme storm of Sant Esteve’s Day (26 December 2008) on the littoral ecosystems of the north Mediterranean Spanish coasts. Final Report (PIEC 200430E599). Centro de Estudios Avanzados de Blanes, Consejo Superior de Investigaciones Científicas, Blanes, pp 31–44
Knight DW (2013) River hydraulics - a view from midstream. J Hydraul Res 51(1):2–18. https://doi.org/10.1080/00221686.2012.749431
Kress ME, Benimoff AI, Fritz WJ, Thatcher CA, Blanton BO, Dzedzits E (2016) Modeling and Simulation of Storm Surge on Staten Island to Understand Inundation Mitigation Strategies. J Coastal Res 76:149–161. https://doi.org/10.2112/si76-013
Larson M, Kraus NC (1989) SBEACH: Numerical model for simulating storm-induced beach change. Report 1: Empirical foundation and model development. Technical Report. pp 266. US Army Corps of Engineers, US Government
Lionello P (ed) (2012) The Climate of the Mediterranean Region: From the Past to the Future. Elsevier Insights. London; Waltham. Elsevier, MA
López Bermúdez F, Castillo F (2005) Torrents, regulatory agents of the Iberian Mediterranean Coast. The Example of La Rambla de Las Moreras. Murcia. (Las Ramblas, Agentes Reguladores Del Litoral Mediterráneo Ibérico. El Ejemplo de La Rambla de Las Moreras. Murcia). Geomorfologia litoral i Quaternari. 245–257 (In Spanish)
Martín Vide J, Olcina Cantos J (2001). Climate and Weather of Spain (Climas y Tiempos de España). Historia y Geografía. Alianza Editorial, S.A., Madrid. (In Spanish)
McLaughlin S, McKenna J, Cooper JAG (2002) Socio-economic data in coastal vulnerability indices: constraints and opportunities. J Coastal Res 36:487–497. https://doi.org/10.2112/1551-5036-36.sp1.487
Mendoza ET, Jimenez JA, Mateo J (2011) A coastal storms intensity scale for the Catalan Sea (NW Mediterranean). Nat Hazards Earth Syst Sci 11(9):2453–2462. https://doi.org/10.5194/nhess-11-2453-2011
Merlotto A, Bértola GR, Piccolo MC (2016) Hazard, vulnerability and coastal erosion risk assessment in Necochea Municipality, Buenos Aires Province. Argentina J Coastal Conservation 20(5):351–362. https://doi.org/10.1007/s11852-016-0447-7
Mikhailova MV (2011) Interaction of tides and storm surges at the Elbe River mouth. Water Resour 38(3):284–297. https://doi.org/10.1134/S0097807811030079
Morales JA (2019) The Spanish Coastal Systems: Dynamic Processes, Sediments and Management. Springer International Publishing. https://doi.org/10.1007/978-3-319-93169-2
Olcina Cantos J, Rico Amorós AM, Moltó Mantero E, López-Bustins JA, Martín Vide J, Prohom M, Cordobilla MJ (2016) Intraanual Variability of the Western Mediterranean Oscillation (WeMO) and Occurrence of Torrential Episodes in Catalonia (Variabilidad Intraanual de La Oscilación Del Mediterráneo Occidental (WeMO) y Ocurrencia de Episodios Torrenciales En Cataluña). Clima, Sociedad, Riesgos y Ordenación Del Territorio, no. October: 171–82. (In Spanish) https://doi.org/10.14198/xcongresoaecalicante2016-16
Opperman J (2014) A Flood of Benefits: Using Green Infrastructure to Reduce Flood Risk. The Nature Conservancy. Arlington, Virginia
Papatheodorou A (1999) The demand for international tourism in the Mediterranean region. Appl Econ 31(5):619–630. https://doi.org/10.1080/000368499324066
Peláez Verdet A, Loscertales Sánchez P (2018) Evalluation of the economic sustainability of cruisentourism. A methodological approach in the Spanish Mediterranean Coast (Evaluación de la sostenibilidad económica del turismo de cruceros. Una aproximación metodológica en el Litoral Mediterráneo español). Retos 15(1): 101–115. In Spanish https://doi.org/10.17163/ret.n15.2018.07
Perna F, Custódio MJ, Oliveira V (2018) Tourism Destination Competitiveness: an application model for the south of Portugal versus the Mediterranean region of Spain: COMPETITIVTOUR. Tourism Management Studies 14(1):19–29. https://doi.org/10.18089/tms.2018.14102
Purvis MJ, Bates PD, Hayes CM (2008) A probabilistic methodology to estimate future coastal flood risk due to sea level rise. Coast Eng 55(12):1062–1073. https://doi.org/10.1016/j.coastaleng.2008.04.008
Rico-Amoros AM, Sauri D, Olcina-Cantos J, Vera-Rebollo JF (2013) Beyond Megaprojects?. Water Alternatives for Mass Tourism in Coastal Mediterranean Spain. Water Resour Manage 27:553–565. https://doi.org/10.1007/s11269-012-0201-3
Sanuy M, Jiménez JA (2019) Sensitivity of Storm-Induced Hazards in a Highly Curvilinear Coastline to Changing Storm Directions. The Tordera Delta Case (NW Mediterranean). Water 11(4):747. https://doi.org/10.3390/w11040747
Saurí D, Ribas A, Lara A, Pavón D (2010) The perception of floods: learning experiences in the Costa Brava (La percepción del riesgo de inundación: experiencias de aprendizaje en la Costa Brava). Papeles De Geografia 51:269–278 (In Spanish)
Saurí D, Olcina J, Vera JF, March H, Serra-Llobet A, Padilla E (2013) Tourism, Climate Change and Water Resources: Coastal Mediterranean Spain as an Example. In: Schmidt-Thomé P, Greiving S (eds) European Climate Vulnerabilities and Adaptation: A Spatial Planning Perspective. Wiley Blackwell, Oxford. https://doi.org/10.1002/9781118474822.ch13
SMC-Meteocat (2008). https://www.meteo.cat/wpweb/wpcontent/uploads/2014/11/ButlletiDesembre08.pdf. Accessed 06 July 2021
Stockdon HF, Holman RA, Howd PA, Sallenger AH (2006) Empirical parameterization of setup, swash, and runup. Coast Eng 53(7):573–588. https://doi.org/10.1016/j.coastaleng.2005.12.005
Teng J, Jakeman AJ, Vaze J, Croke BFW, Dutta D, Kim S (2017) Flood inundation modelling: a review of methods, recent advances and uncertainty analysis. Environ Model Softw 90:201–216. https://doi.org/10.1016/j.envsoft.2017.01.006
Toimil A, Losada IJ, Díaz-Simal P, Izaguirre C, Camus P (2017) Multi-Sectoral, High-Resolution Assessment of Climate Change Consequences of Coastal Flooding. Climatic Change 145(3–4):431–44. https://doi.org/10.1007/s10584-017-2104-z
Trigo IF, Bigg GR, Davies TD (2002) Climatology of Cyclogenesis Mechanisms in the Mediterranean. Mon Weather Rev 130(3):549–569. https://doi.org/10.1175/1520-0493(2002)130%3c0549:COCMIT%3e2.0.CO;2
van Wesenbeeck BK, de Boer W, Narayan S, van der WouterStar RL, de Vries MB (2017) Coastal and Riverine Ecosystems as Adaptive Flood Defenses under a Changing Climate. Mitigation Adaptation Strategies Global Change 22(7):1087–1094. https://doi.org/10.1007/s11027-016-9714-z
Viedma M (2000) Geographical approach to atmospheric pressure in peninsular Spain and the Balearic Islands (Aproximación geográfica a la presión atmosférica de la España peninsular y Baleares). Nimbus 5–6:155–182 (in Spanish)
Vuik V, Jonkman SN, Borsje BW, Suzuki T (2016) Nature-based flood protection: the efficiency of vegetated foreshores for reducing wave loads on coastal dikes. Coast Eng 116:42–56. https://doi.org/10.1016/j.coastaleng.2016.06.001
Wang Z, Ma H, Lai C, Song H (2012) Set pair analysis model based on GIS to evaluation for flood damage risk. Procedia Eng 28:196–201. https://doi.org/10.1016/j.proeng.2012.01.705
Acknowledgements
This research has been carried out in the framework of the Phd. in Geography of Pontificia Universidad Católica de Chile and the International Master for Managing Coastal and Estuarine Zones of Universitat Politècnica de Catalunya. The authors want to thank the members of the Master course group, the Servei Meteorològic de Catalunya, the Institut Cartogràfic de Catalunya, and the local authorities of the municipality of Tossa del Mar for the supplied data. CK thanks for funding from DICYT project number 405.
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Hernandez-Mora, M., Meseguer-Ruiz, O., Karas, C. et al. Estimating coastal flood hazard of Tossa de Mar, Spain: a combined model – data interviews approach. Nat Hazards 109, 2153–2171 (2021). https://doi.org/10.1007/s11069-021-04914-3
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DOI: https://doi.org/10.1007/s11069-021-04914-3