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ShakeDaDO: A data collection combining earthquake building damage and ShakeMap parameters for Italy
Author(s)
Language
English
Obiettivo Specifico
5T. Sismologia, geofisica e geologia per l'ingegneria sismica
Status
Published
JCR Journal
N/A or not JCR
Peer review journal
Yes
Title of the book
Issue/vol(year)
/1 (2020)
Electronic ISSN
2666-5441
Publisher
Elsevier B.V. on behalf of KeAi Communications Co. Ltd.
Pages (printed)
36-51
Issued date
February 11, 2021
Keywords
Abstract
In this article, we present a new data collection that combines information about earthquake damage with seismic shaking. Starting from the Da.D.O. database, which provides information on the damage of individual buildings subjected to sequences of past earthquakes in Italy, we have generated ShakeMaps for all the events with magnitude greater than 5.0 that have contributed to these sequences. The sequences under examination are those of Irpinia 1980, Umbria Marche 1997, Pollino 1998, Molise 2002, L’Aquila 2009 and Emilia 2012. In this way, we were able to combine, for a total of the 117,695 buildings, the engineering parameters included in Da.D.O., but revised and reprocessed in this application, and the ground shaking data for six different variables (namely, in- tensity in MCS scale, PGA, PGV, SA at 0.3s, 1.0s and 3.0s). The potential applications of this data collection are innumerable: from recalibrating fragility curves to training machine learning models to quantifying earthquake damage. This data collection will be made available within Da.D.O., a platform of the Italian Department of Civil Protection, developed by EUCENTRE.
Sponsors
European project SERA – The Seismology and Earthquake Engineering Research Infrastructure Alliance for Europe; http://www.sera-eu.org/en/home/; GA 730900.
References
Ameri, G., Emolo, A., Pacor, F., Gallovic,̆ F., 2011. Ground-motion simulations for the 1980 M 6.9 Irpinia earthquake (southern Italy) and scenario events. Bull. Seismol. Soc. Am. 101.
Ameri, G., Gallovic,̆ F., Pacor, F., 2012. Complexity of the Mw 6.3 2009 L’Aquila (central Italy) earthquake: 2. broadband strong motion modeling. J. Geophys. Res.: Solid Earth 117.
DelGaudio, C., DeMartino, G., DiLudovico, M., Manfredi, G., Prota, A., Ricci, P., Verderame, G.M., 2017. Empirical fragility curves from damage data on RC buildings after the 2009 L’Aquila earthquake. Bull. Earthq. Eng. 15.
DelGaudio, C., Ricci, P., Verderame, G.M., 2018. A class-oriented mechanical approach for seismic damage assessment of RC buildings subjected to the 2009 LTMAquila earthquake. Bull. Earthq. Eng. 16.
DISS, W.G., 2010. Database of Individual Seismogenic Sources (DISS), Version 3.1.1: a compilation of potential sources for earthquakes larger than M 5.5 in Italy and surrounding. http://diss.rm.ingv.it/diss/Istituto Nazionale di Geofisica e Vulcanologia - All rights reserved.
Dolce, M., Speranza, E., Giordano, F., Borzi, B., Bocchi, F., Conte, C., DiMeo, A., Faravelli, M., Pascale, V., 2019. Observed damage database of past Italian earthquakes: the Da.D.O. WebGIS. Bollettino di Geofisica Teorica. Applicata 60.
Ekstro€m, G., Nettles, M., Dziewonski, A.M., 2012. The global CMT project 2004-2010: centroid-moment tensors for 13,017 earthquakes. Phys. Earth Planet. In. 200–201.
Gallovic, F., Pacor, F., Zahradník, J., Luzi, L., Puglia, R., D’Amico, M., 2014. Broadband strong ground motion modeling with 1d deterministic Greens’ functions: Mw 5.5 aftershock of the 2009 L’Aquila, Italy, earthquake. In: Second European Conference on Earthquake Engineering and Seismology, pp. 25–29. Istanbul Aug.
Hernandez, B., Cocco, M., Cotton, F., Stramondo, S., Scotti, O., Courboulex, F., Campillo, M., 2004. Rupture history of the 1997 Umbria-Marche (Central Italy) main shocks from the inversion of GPS, DInSAR and near field strong motion data. Ann. Geophys. 47.
LandScan, 2015. High Resolution Global Population Data Set Copyrighted by UT-Battelle, LLC, Operator of Oak Ridge National Laboratory under Contract No. DE-AC05- 00OR22725 with the. United States Department of Energy.
Luzi, L., Puglia, R., D’Amico, M., Felicetta, C., Pacor, F., Lanzano, G., Çeken, U., Clinton, J., Costa, G., et al., 2016. The engineering strong-motion database: a platform to access pan-European accelerometric data. Seismol Res. Lett. 87, 987–997.
Michelini, A., Faenza, L., Lanzano, G., Lauciani, V., Jozinov c, D., Puglia, R., Luzi, L., 2020. The new ShakeMap in Italy: progress and advances in the last 10 yr. Seismol Res. Lett. 91.
Michelini, A., Faenza, L., Lauciani, V., Malagnini, L., 2008. ShakeMap implementation in Italy. Seismol Res. Lett. 79, 688–697.
Paolucci, R., Mazzieri, I., Smerzini, C., 2015. Anatomy of strong ground motion: near- source records and three-dimensional physics-based numerical simulations of the Mw 6.0 2012 may 29 Po plain earthquake, Italy. Geophys. J. Int. 203.
Pezzo, G., Boncori, J.P.M., Tolomei, C., Salvi, S., Atzori, S., Antonioli, A., Trasatti, E., Novali, F., Serpelloni, E., Candela, L., Giuliani, R., 2013. Coseismic deformation and source modeling of the May 2012 Emilia (Northern Italy) earthquakes. Seismol Res. Lett. 84.
Pondrelli, S., 2002. European-mediterranean Regional Centroid–Moment Tensors Catalog (RCMT] [data Set]. Istituto Nazionale di Geofisica e Vulcanologia.
Riedel, I., Gu eguen, P., Mura, M.D., Pathier, E., Leduc, T., Chanussot, J., 2015. Seismic vulnerability assessment of urban environments in moderate-to-low seismic hazard regions using association rule learning and support vector machine methods. Nat. Hazards 76.
Rosti, A., DelGaudio, C., DiLudovico, M., Magenes, G., Penna, A., Polese, M., Prota, A., Ricci, P., Rota, M., Verderame, G.M., 2020a. Empirical vulnerability curves for Italian residential buildings. Boll. Geofis. Teor. Appl. 61.
Rosti, A., Rota, M., Penna, A., 2020b. Empirical Fragility Curves for Italian URM Buildings. Bulletin of Earthquake Engineering.
Spence, R., So, E., Jenkins, S., Coburn, A., Ruffle, S., 2011. A global earthquake building damage and casualty database. Adv. Nat. Technol. Hazards Res. 29.
Worden, C.B., Thompson, E.M., Baker, J.W., Bradley, B.A., Luco, N., Wald, D.J., 2018. Spatial and spectral interpolation of ground-motion intensity measure observations. Bull. Seismol. Soc. Am. 108.
Worden, C.B., Thompson, E.M., Hearne, M., Wald, D.J., 2020. ShakeMap Manual Online: Technical Manual, User’s Guide, and Software Guide. U S Geological Survey.
Xie, Y., Sichani, M.E., Padgett, J.E., DesRoches, R., 2020. The Promise of Implementing Machine Learning in Earthquake Engineering: A State-Of-The-Art Review. Earthquake Spectra.
Ameri, G., Gallovic,̆ F., Pacor, F., 2012. Complexity of the Mw 6.3 2009 L’Aquila (central Italy) earthquake: 2. broadband strong motion modeling. J. Geophys. Res.: Solid Earth 117.
DelGaudio, C., DeMartino, G., DiLudovico, M., Manfredi, G., Prota, A., Ricci, P., Verderame, G.M., 2017. Empirical fragility curves from damage data on RC buildings after the 2009 L’Aquila earthquake. Bull. Earthq. Eng. 15.
DelGaudio, C., Ricci, P., Verderame, G.M., 2018. A class-oriented mechanical approach for seismic damage assessment of RC buildings subjected to the 2009 LTMAquila earthquake. Bull. Earthq. Eng. 16.
DISS, W.G., 2010. Database of Individual Seismogenic Sources (DISS), Version 3.1.1: a compilation of potential sources for earthquakes larger than M 5.5 in Italy and surrounding. http://diss.rm.ingv.it/diss/Istituto Nazionale di Geofisica e Vulcanologia - All rights reserved.
Dolce, M., Speranza, E., Giordano, F., Borzi, B., Bocchi, F., Conte, C., DiMeo, A., Faravelli, M., Pascale, V., 2019. Observed damage database of past Italian earthquakes: the Da.D.O. WebGIS. Bollettino di Geofisica Teorica. Applicata 60.
Ekstro€m, G., Nettles, M., Dziewonski, A.M., 2012. The global CMT project 2004-2010: centroid-moment tensors for 13,017 earthquakes. Phys. Earth Planet. In. 200–201.
Gallovic, F., Pacor, F., Zahradník, J., Luzi, L., Puglia, R., D’Amico, M., 2014. Broadband strong ground motion modeling with 1d deterministic Greens’ functions: Mw 5.5 aftershock of the 2009 L’Aquila, Italy, earthquake. In: Second European Conference on Earthquake Engineering and Seismology, pp. 25–29. Istanbul Aug.
Hernandez, B., Cocco, M., Cotton, F., Stramondo, S., Scotti, O., Courboulex, F., Campillo, M., 2004. Rupture history of the 1997 Umbria-Marche (Central Italy) main shocks from the inversion of GPS, DInSAR and near field strong motion data. Ann. Geophys. 47.
LandScan, 2015. High Resolution Global Population Data Set Copyrighted by UT-Battelle, LLC, Operator of Oak Ridge National Laboratory under Contract No. DE-AC05- 00OR22725 with the. United States Department of Energy.
Luzi, L., Puglia, R., D’Amico, M., Felicetta, C., Pacor, F., Lanzano, G., Çeken, U., Clinton, J., Costa, G., et al., 2016. The engineering strong-motion database: a platform to access pan-European accelerometric data. Seismol Res. Lett. 87, 987–997.
Michelini, A., Faenza, L., Lanzano, G., Lauciani, V., Jozinov c, D., Puglia, R., Luzi, L., 2020. The new ShakeMap in Italy: progress and advances in the last 10 yr. Seismol Res. Lett. 91.
Michelini, A., Faenza, L., Lauciani, V., Malagnini, L., 2008. ShakeMap implementation in Italy. Seismol Res. Lett. 79, 688–697.
Paolucci, R., Mazzieri, I., Smerzini, C., 2015. Anatomy of strong ground motion: near- source records and three-dimensional physics-based numerical simulations of the Mw 6.0 2012 may 29 Po plain earthquake, Italy. Geophys. J. Int. 203.
Pezzo, G., Boncori, J.P.M., Tolomei, C., Salvi, S., Atzori, S., Antonioli, A., Trasatti, E., Novali, F., Serpelloni, E., Candela, L., Giuliani, R., 2013. Coseismic deformation and source modeling of the May 2012 Emilia (Northern Italy) earthquakes. Seismol Res. Lett. 84.
Pondrelli, S., 2002. European-mediterranean Regional Centroid–Moment Tensors Catalog (RCMT] [data Set]. Istituto Nazionale di Geofisica e Vulcanologia.
Riedel, I., Gu eguen, P., Mura, M.D., Pathier, E., Leduc, T., Chanussot, J., 2015. Seismic vulnerability assessment of urban environments in moderate-to-low seismic hazard regions using association rule learning and support vector machine methods. Nat. Hazards 76.
Rosti, A., DelGaudio, C., DiLudovico, M., Magenes, G., Penna, A., Polese, M., Prota, A., Ricci, P., Rota, M., Verderame, G.M., 2020a. Empirical vulnerability curves for Italian residential buildings. Boll. Geofis. Teor. Appl. 61.
Rosti, A., Rota, M., Penna, A., 2020b. Empirical Fragility Curves for Italian URM Buildings. Bulletin of Earthquake Engineering.
Spence, R., So, E., Jenkins, S., Coburn, A., Ruffle, S., 2011. A global earthquake building damage and casualty database. Adv. Nat. Technol. Hazards Res. 29.
Worden, C.B., Thompson, E.M., Baker, J.W., Bradley, B.A., Luco, N., Wald, D.J., 2018. Spatial and spectral interpolation of ground-motion intensity measure observations. Bull. Seismol. Soc. Am. 108.
Worden, C.B., Thompson, E.M., Hearne, M., Wald, D.J., 2020. ShakeMap Manual Online: Technical Manual, User’s Guide, and Software Guide. U S Geological Survey.
Xie, Y., Sichani, M.E., Padgett, J.E., DesRoches, R., 2020. The Promise of Implementing Machine Learning in Earthquake Engineering: A State-Of-The-Art Review. Earthquake Spectra.
Type
article
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