Abstract
In recent years, significant economic and human loses have been caused by earthquake events across the globe, particularly in developing countries, where non-seismically designed buildings constitute a significant share of the existing stock. Algeria is one of those cases and has witnessed earthquakes in the northern part of the country, which indicated the urgency to establish a robust disaster risk reduction strategy. Building exposure is one of the main model components for natural hazard risk assessment and, typically, exposure models are defined from proxies, such as national census databases or local expert opinion, for the distribution of buildings and population. However, no specific indications on the best nature or size of a regional exposure model are available to provide guidance on large-scale seismic assessment studies. In this paper, a step forward is provided by engaging different Algerian stakeholders in the collection of in-situ building data through a user-friendly smartphone/tablet application, with the aim of aiding the development of building exposure and vulnerability models, as well as increasing the risk awareness among local population and practitioners. Subsequently, earthquake damage estimates are produced and evaluated over the buildings’ lifetime in terms of exceeding slight, moderate, extensive and collapse damage states. The computed damage metrics are also used to provide input on the importance and usefulness of the in-situ collected data as a supporting data source in the development of exposure and vulnerability models. A discussion on the possible sources and size of the exposure model and preliminary guidance on conducting in-situ surveys are provided, with a view to a possible re-use in other contexts (provinces) with similar building stocks to the region addressed in this study.
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References
Algerian Ministry of Housing Planning and the City, http://www.mhuv.gov.dz/Pages/IndexFr.aspx. Accessed 3 March 2021
Ancheta TD, Darragh RB, Stewart JP, Seyhan E, Silva WJ, Chiou BSJ et al. (2013) PEER NGA-West2 database. PEER Report 2013/01, Pacific earthquake engineering research center 2013; University of California, Berkeley
Ancheta TD, Darragh RB, Stewart JP, Seyhan E, Silva WJ, Chiou BSJ et al (2014) NGA-West2 database. Earthq Spectra 30:989–1005
André G, Chiroiu L, Guillande R (2001) Evaluation et cartographie de dommages par imagerie satellitaire spot 5: simulation sur la ville de bhuj, séisme de gujarat, inde (26 Janvier 2001). SPOT 5 – Towards new application seminar. Toulouse, France.
Applied Technology Council ATC-58 (2011) Guidelines for Seismic Performance Assessment of Buildings. Applied Technology Council, Redwood City, California, 266p
Athmani AE, Gouasmia A, Ferreira TM, Vicente R, Khemis A (2014) Seismic vulnerability assessment of historical masonry buildings located in Annaba city (Algeria) using non ad-hoc data survey. Bull Earthq Eng 13(8):2283–2307
Baba Hamed FZ, Rahal DD, Rahal F (2013) Seismic risk assessment of Algerian buildings in urban area. J Civ Eng Manag 19(3):348–363
Benouar D, Meslem A (2007) Seismic risk in existing school buildings in Algeria. Region Dev Dialogue 28(2):50–63
Bommer JJ, Spence R, Erdik M, Tabuchi S, Aydinoglu N, Booth E, Re DD, Pterken D (2002) Development of an earthquake loss model for Turkish catastrophe insurance. J Seismolog 6:431–446
Bossard M, Feranec J, Otahel J (2000) CORINE land cover technical guide – Addendum 2000. European Environment Agency, Copenhagen
Bouhadad Y, Laouami N (2002) Earthquake hazard assessment in the Oran region (Northwest Algeria). Nat Hazards 26(3):227–243
Boukri M, Farsi MN, Mebarki A, Belazougui M, Amellal O, Mezazigh B, Guessoum N, Bourenane H, Benhamouche A (2014) Seismic risk and damage prediction: case of the buildings in Constantine city (Algeria). Bull Earthq Eng 12(6):2683–2704
Boukri M, Farsi MN, Mebarki A, Belazougui M, Ait-Belkacem M, Yousfi N, Guessoum N, Ait-Benamar D, Naili M, Mezouar N, Amellal O (2018) Seismic vulnerability assessment at urban scale: Case of Algerian buildings. Int J Disaster Risk Reduc 31:555–575
Campos-Costa A, Sousa ML, Carvalho A, Coelho E (2009) Evaluation of seismic risk and mitigation strategies for the existing building stock: application of LNECloss to the metropolitan area of Lisbon. Bull Earthq Eng 8:119–134
Cornell C, Krawinkler H (2000) Progress and challenges in seismic performance assessment. PEER News 3(2)
Crowley H, Borzi B, Pinho R, Colombi M, Onida M (2008) Comparison of two mechanics-based methods for simplified structural analysis in vulnerability assessment. Adv Civil Eng 1–19
Crowley H, Rodrigues D, Silva V, Despotaki V, Martins L, Romão X, Castro JM, Pereira P, Pomonis A, Lemoine A, Roullé A, Tourlière B, Weatherill G, Pitilakis K, Danciu L, Correia AA, Akkar S, Hancilar U, Covi P (2019) The European seismic risk model 2020 (ESRM 2020). The 2nd International Conference on Natural Hazards & Infrastructure ICONHIC, June 23–26, Chania, Greece
Delouis B, Vallée M, Meghraoui M, Calais E, Maouche S, Lammali K, Mahras A, Briole P, Benhamouda F, Yelles K (2004) Slip distribution of the 2003 Boumerdes-Zemmouri earthquake, Algeria, from teleseismic, GPS, and coastal uplift data. Geophys Res Lett 31:L18607
Djaalali F, Bensaibi M, Bourahla N, Davenne L (2012) Vulnerability curves of masonry constructions Algiers case study. Struct Eng Mech 42:609–629
Dobson J, Bright E, Coleman P, Durfee R, Worley B (2000) LandScan: a global population database for estimating populations at risk. Photogramm Eng Remote Sens 66:849–857
EN 1998-1, Eurocode 8 (2005) Design of structures for earthquake resistance, Part 1: general rules, seismic actions and rules for buildings, European Committee for Standardization, Brussels, CEN
Gherboudj F, Laouami N (2014) Scalar and vector probabilistic seismic hazard analysis: application for Algiers City. J Seismolog 18(2):319–330
Grigoratos I, Monteiro R, Ceresa P, Di Meo A, Faravelli M, Borzi B (2018) Crowdsourcing exposure data for seismic vulnerability assessment in developing countries. J Earthq Eng. https://doi.org/10.1080/13632469.2018.1537901
Hamdache M, Peláez JA, Talbi A, Mobarki M, López Casado C (2012) Ground-motion hazard values for Northern Algeria. Pure Appl Geophys 169:711–723
Harbi A, Peresan A, Panza G (2010) Seismicity of Eastern Algeria: a revised and extended earthquake catalogue. Nat Hazards 54:725–747
http://www.wilayadeblida.dz. Accessed 3 March 2021
https://hazard.openquake.org/gem/models/NAF/. Accessed 24 April 2021
https://play.google.com/store/apps/details?id=com.simpleaxis.buildinginventorytool&gl=GB. Accessed 3 March 2021
Korkmaz KA, Kutay EM (2010) Automated hazard assessment techniques using satellite images following the 2008 Sichuan China Earthquake. Hum Ecol Risk Assess Int J 16(3):463–477
Krawinkler H, Miranda E (2004) Performance-Based Earthquake Engineering. Chapter 9 of Earthquake Engineering: From engineering seismology to performance based engineering, edited by Y. Bozorgnia and V. Bertero, CRC press
Laouami N, Slimani A, Bouhadad Y, Chatelain JL, Nour A (2006) Evidence for fault-related directionality and localized site effects from strong motion recordings of the 2003 Boumerdes (Algeria) earthquake: Consequences on damage distribution and the Algerian seismic code. Soil Dyn Earthq Eng 26:991–1003
Meslem A, Yamazaki F, Maruyama Y, Benouar D, Kibboua A, Mehani Y (2012) The effects of building characteristics and site conditions on the damage distribution in Boumerdès after the 2003 Algeria Earthquake. Earthq Spectra 28(1):185–216
Office national des statistiques (ONS), http://www.ons.dz. Accessed 3 March 2021
OpenQuake GEM OpenQuake Manual, http://www.globalquakemodel.org/openquake/. Accessed 3 March 2021
OSM Statistics, 2015. Available at http://www.openstreetmap.org/stats/data_stats.html. Accessed 3 March 2021
PEER (2006) OpenSees: Open system for earthquake engineering simulation, Pacific Earthquake Engineering Research Center, University of California, Berkeley
Peláez JA, Hamdache M (2004) Comment on the paper “Earthquake Hazard Assessment in the Oran Region (Northwest Algeria)” by Youcef Bouhadad and Nasser Laouami. Nat Hazards 32:155–159
Peláez JA, Hamdache M, López Casado C (2006) Seismic hazard in terms of spectral accelerations and uniform hazard spectra in Northern Algeria. Pure Appl Geophys 163:119–135
Poggi V, Garcia-Peláez J, Styron R, Pagani M, Gee R (2020) A probabilistic seismic hazard model for North Africa. Bulletin Earthq Eng 18:2917–2951
Recensement General de la Population et de l’Habitat RGPH (2008), Direction de la Planification et de l’Aménagement du Territoire (DPAT), Blida, Algeria
Remki M, Bechtoula H, Mehani Y, Kehila F (2013) Evaluation of seismic damage analysis of URM buildings Case study: Algiers, Algeria. In: Vienna Congress on Recent Advances in Earthquake Engineering and Structural Dynamics VEESD, August 28–30 August, Vienna, Austria
RPA81 Algerian Seismic Regulation, Ministry of Housing and Urban-Planning (1982)
RPA81 Rev.83 Algerian seismic Regulation, Ministry of Housing and Urban-Planning, January 1984
RPA88 Algerian seismic regulation, Ministry of Housing and Urban-Planning, January 1989
RPA99 Algerian seismic regulation, Ministry of Housing and Urban-Planning, January 2000
RPA99 Rev. 2003 Algerian seismic Regulation, Ministry of Housing and Urban-Planning (2004)
Silva V (2013) Development of open models and tools for seismic risk assessment: application to Portugal. Dissertation, University of Aveiro
Sousa ML (2006) Seismic risk in the mainland of Portugal. Dissertation, Instituto Superior Técnico
Sousa L, Silva V, Bazzurro P (2017) Using open-access data in the development of exposure datasets of industrial buildings for earthquake risk modelling. Earthq Spectra 33(1):63–84
Tadjer K, Bensaibi M (2017) Earthquake risk assessment of Blida (Algeria) using SIG. Energy Procedia 139:645–650
Acknowledgements
The research reported in this paper has been developed under the ITERATE project “ECHO/SUB/2016/740181/PREV23 ITERATE—Improved Tools for Disaster Risk Mitigation in Algeria” funded by DG ECHO—Humanitarian Aid and Civil Protection from the European Commission and the SMARTER project—Seismic Urban Risk Assessment in Iberia and Maghreb, PT-DZ/0002/2015, co-funded by the Portuguese Foundation for Science and Technology (FCT) and the Algerian General Directorate for Scientific Research and Technological Development (DGRSDT). Special thanks to the Rector and Vice-rector (Pr. Ménouèr Boughedaoui) of the University of Blida 1 for hosting the exposure model workshop and the final dissemination and training event.
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Kechidi, S., Castro, J.M., Monteiro, R. et al. Development of exposure datasets for earthquake damage and risk modelling: the case study of northern Algeria. Bull Earthquake Eng 19, 5253–5283 (2021). https://doi.org/10.1007/s10518-021-01161-6
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DOI: https://doi.org/10.1007/s10518-021-01161-6