Probabilistic assessment of the seismic Peak Ground Acceleration (PGA) at seven Colombian cities

Detalhes bibliográficos
Autor(a) principal: Ontiveros Pérez, Sergio Pastor
Data de Publicação: 2022
Outros Autores: Riera, Jorge Daniel, Miguel, Letícia Fleck Fadel
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRGS
Texto Completo: http://hdl.handle.net/10183/252317
Resumo: This paper presents a probabilistic assessment of peak ground acceleration (PGA) observations at seven Colombian cities located in regions with intermediate and high seismic activity. Frequency histograms of the annual exceedance rates were determined using historical data of the annual rate of exceedance for pre-established values of PGA. After determining distribution parameters by means of the method of moments, several probability density functions were examined in order to evaluate the performance of each function. In most sites, the maximum annual PGA appears to be best modeled by a lognormal distribution, which led to its adoption as parent distribution for the entire group of cities. Once the lognormal function is selected as parent distribution, series of PGA values for arbitrary periods of time may be generated through random simulation. Next, series of maximum values in fifty years of observation were simulated for the seven cities, assuming a Lognormal parent distribution. Analytical solutions for extreme values of different sample sizes of lognormal random variables are not known to the authors. However, since extreme values for large samples of lognormal random variables tend asymptotically to a Type I (Gumbel) probability distribution, the latter was adopted as a possible model for the 50 years PGA distributions suggested in the paper for several Colombian cities, as a useful tool for engineering design, whenever the PGA is regarded as an appropriate seismic intensity measure.
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spelling Ontiveros Pérez, Sergio PastorRiera, Jorge DanielMiguel, Letícia Fleck Fadel2022-12-03T05:10:35Z20221806-3985http://hdl.handle.net/10183/252317001152559This paper presents a probabilistic assessment of peak ground acceleration (PGA) observations at seven Colombian cities located in regions with intermediate and high seismic activity. Frequency histograms of the annual exceedance rates were determined using historical data of the annual rate of exceedance for pre-established values of PGA. After determining distribution parameters by means of the method of moments, several probability density functions were examined in order to evaluate the performance of each function. In most sites, the maximum annual PGA appears to be best modeled by a lognormal distribution, which led to its adoption as parent distribution for the entire group of cities. Once the lognormal function is selected as parent distribution, series of PGA values for arbitrary periods of time may be generated through random simulation. Next, series of maximum values in fifty years of observation were simulated for the seven cities, assuming a Lognormal parent distribution. Analytical solutions for extreme values of different sample sizes of lognormal random variables are not known to the authors. However, since extreme values for large samples of lognormal random variables tend asymptotically to a Type I (Gumbel) probability distribution, the latter was adopted as a possible model for the 50 years PGA distributions suggested in the paper for several Colombian cities, as a useful tool for engineering design, whenever the PGA is regarded as an appropriate seismic intensity measure.application/pdfengRevista sul-americana de engenharia estrutural. Passo Fundo, RS. Vol. 19, n. 3 (2022), p. 1-10Mecânica dos solosSismologiaSeismic hazardPGAAnnual exceedance ratesProbabilistic assessment of the seismic Peak Ground Acceleration (PGA) at seven Colombian citiesinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/otherinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRGSinstname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSTEXT001152559.pdf.txt001152559.pdf.txtExtracted Texttext/plain38591http://www.lume.ufrgs.br/bitstream/10183/252317/2/001152559.pdf.txt33546c6cab5b0d26883f23507faa03ecMD52ORIGINAL001152559.pdfTexto completo (inglês)application/pdf549619http://www.lume.ufrgs.br/bitstream/10183/252317/1/001152559.pdf54642eb0e6e8c7553eb17b99590f9630MD5110183/2523172022-12-04 05:53:01.230597oai:www.lume.ufrgs.br:10183/252317Repositório de PublicaçõesPUBhttps://lume.ufrgs.br/oai/requestopendoar:2022-12-04T07:53:01Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)false
dc.title.pt_BR.fl_str_mv Probabilistic assessment of the seismic Peak Ground Acceleration (PGA) at seven Colombian cities
title Probabilistic assessment of the seismic Peak Ground Acceleration (PGA) at seven Colombian cities
spellingShingle Probabilistic assessment of the seismic Peak Ground Acceleration (PGA) at seven Colombian cities
Ontiveros Pérez, Sergio Pastor
Mecânica dos solos
Sismologia
Seismic hazard
PGA
Annual exceedance rates
title_short Probabilistic assessment of the seismic Peak Ground Acceleration (PGA) at seven Colombian cities
title_full Probabilistic assessment of the seismic Peak Ground Acceleration (PGA) at seven Colombian cities
title_fullStr Probabilistic assessment of the seismic Peak Ground Acceleration (PGA) at seven Colombian cities
title_full_unstemmed Probabilistic assessment of the seismic Peak Ground Acceleration (PGA) at seven Colombian cities
title_sort Probabilistic assessment of the seismic Peak Ground Acceleration (PGA) at seven Colombian cities
author Ontiveros Pérez, Sergio Pastor
author_facet Ontiveros Pérez, Sergio Pastor
Riera, Jorge Daniel
Miguel, Letícia Fleck Fadel
author_role author
author2 Riera, Jorge Daniel
Miguel, Letícia Fleck Fadel
author2_role author
author
dc.contributor.author.fl_str_mv Ontiveros Pérez, Sergio Pastor
Riera, Jorge Daniel
Miguel, Letícia Fleck Fadel
dc.subject.por.fl_str_mv Mecânica dos solos
Sismologia
topic Mecânica dos solos
Sismologia
Seismic hazard
PGA
Annual exceedance rates
dc.subject.eng.fl_str_mv Seismic hazard
PGA
Annual exceedance rates
description This paper presents a probabilistic assessment of peak ground acceleration (PGA) observations at seven Colombian cities located in regions with intermediate and high seismic activity. Frequency histograms of the annual exceedance rates were determined using historical data of the annual rate of exceedance for pre-established values of PGA. After determining distribution parameters by means of the method of moments, several probability density functions were examined in order to evaluate the performance of each function. In most sites, the maximum annual PGA appears to be best modeled by a lognormal distribution, which led to its adoption as parent distribution for the entire group of cities. Once the lognormal function is selected as parent distribution, series of PGA values for arbitrary periods of time may be generated through random simulation. Next, series of maximum values in fifty years of observation were simulated for the seven cities, assuming a Lognormal parent distribution. Analytical solutions for extreme values of different sample sizes of lognormal random variables are not known to the authors. However, since extreme values for large samples of lognormal random variables tend asymptotically to a Type I (Gumbel) probability distribution, the latter was adopted as a possible model for the 50 years PGA distributions suggested in the paper for several Colombian cities, as a useful tool for engineering design, whenever the PGA is regarded as an appropriate seismic intensity measure.
publishDate 2022
dc.date.accessioned.fl_str_mv 2022-12-03T05:10:35Z
dc.date.issued.fl_str_mv 2022
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dc.identifier.issn.pt_BR.fl_str_mv 1806-3985
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dc.relation.ispartof.pt_BR.fl_str_mv Revista sul-americana de engenharia estrutural. Passo Fundo, RS. Vol. 19, n. 3 (2022), p. 1-10
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