EARTHQUAKE MOMENT MAGNITUDE AND PEAK GROUND ACCELERATION MODELLING: EARTHQUAKE IN SUMATRAN MEGATHRUSTS
Earthquake is catastrophe event that could cause a great amount of financial loss. Indonesia is located within and at the intersection of four big tectonic plates, hence Indonesia is prone to earthquakes. In this Final Project, earthquake moment magnitude in Sumatran megathrusts (M1-M6) will be m...
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id-itb.:476962020-06-17T16:30:18ZEARTHQUAKE MOMENT MAGNITUDE AND PEAK GROUND ACCELERATION MODELLING: EARTHQUAKE IN SUMATRAN MEGATHRUSTS Dharma Wijaya, Geraldus Indonesia Final Project earthquake, moment magnitude, PGA, Generalized Pareto, Poissonian Probability of Exceedance in T years INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/47696 Earthquake is catastrophe event that could cause a great amount of financial loss. Indonesia is located within and at the intersection of four big tectonic plates, hence Indonesia is prone to earthquakes. In this Final Project, earthquake moment magnitude in Sumatran megathrusts (M1-M6) will be modeled using Generalized Pareto distribution and PGA value of earthquakes in Sumatran megathrusts that affect Padang City Hall will be modeled using Lognormal distribution. Goodness of fit test will be performed using Cramer-von Mises test and Q-Q Plot in advance. At the end of this Final Project, probability of exceedance of earthquake with certain PGA value for T years period, ???????????????????????????? ???? ????????????, ???????? records by Padang City Hall will determined. Analysis performed shows that earthquake moment magnitude is Generalized Pareto distributed with parameters ????????, ????, ???????? are ????0.7365, ????0.2353,5.34???? , ????0.3798,0.2676,4.90???? , ????1.6083, ????1.2664,4.63???? , ????0.6853, ????0.1598,4.75???? , ????0.4224,0.2285,4.83????, and ????0.8567 , ????0.3976,4.63???? for M1 until M6 megathrust respectively. It also can be showed that PGA value of earthquakes that affect Padang City Hall is Lognormal distributed with parameters ????ln ???? , ln ???????? are ????????9.5552,0.9253????, ????????7.4345,1.0717????, ????????6.2002,0.6689????, ????????5.1258,0.9212????, ????????6.3726,1.1760???? , dan ????????8.1359,0.6967???? for M1 until M6 megathrust respectively. Goodness of fit test using Cramer-von Mises with ???? ???? 5% significance level doesn’t???? reject the hypothesis that states moment magnitude follows Generalized Pareto distribution and PGA value follows Lognormal distribution with parameters stated as before. Then ???????????????????????????? ???? 0.03696, ???????? will be determined for each period, ???? ???? 1,2,3,4,5,6,7,50 for earthquakes that have 200, 250, 450, and 500 average recursion interval. text |
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Earthquake is catastrophe event that could cause a great amount of financial loss.
Indonesia is located within and at the intersection of four big tectonic plates, hence
Indonesia is prone to earthquakes. In this Final Project, earthquake moment
magnitude in Sumatran megathrusts (M1-M6) will be modeled using Generalized
Pareto distribution and PGA value of earthquakes in Sumatran megathrusts that
affect Padang City Hall will be modeled using Lognormal distribution. Goodness
of fit test will be performed using Cramer-von Mises test and Q-Q Plot in advance.
At the end of this Final Project, probability of exceedance of earthquake with certain
PGA value for T years period, ???????????????????????????? ???? ????????????, ???????? records by Padang City Hall will
determined.
Analysis performed shows that earthquake moment magnitude is Generalized
Pareto distributed with parameters ????????, ????, ???????? are ????0.7365, ????0.2353,5.34???? ,
????0.3798,0.2676,4.90???? , ????1.6083, ????1.2664,4.63???? , ????0.6853, ????0.1598,4.75???? ,
????0.4224,0.2285,4.83????, and ????0.8567 , ????0.3976,4.63???? for M1 until M6 megathrust
respectively. It also can be showed that PGA value of earthquakes that affect
Padang City Hall is Lognormal distributed with parameters ????ln ???? , ln ???????? are
????????9.5552,0.9253????, ????????7.4345,1.0717????, ????????6.2002,0.6689????, ????????5.1258,0.9212????,
????????6.3726,1.1760???? , dan ????????8.1359,0.6967???? for M1 until M6 megathrust
respectively. Goodness of fit test using Cramer-von Mises with ???? ???? 5%
significance level doesn’t???? reject the hypothesis that states moment magnitude
follows Generalized Pareto distribution and PGA value follows Lognormal
distribution with parameters stated as before. Then ???????????????????????????? ???? 0.03696, ???????? will be
determined for each period, ???? ???? 1,2,3,4,5,6,7,50 for earthquakes that have 200,
250, 450, and 500 average recursion interval. |
format |
Final Project |
author |
Dharma Wijaya, Geraldus |
spellingShingle |
Dharma Wijaya, Geraldus EARTHQUAKE MOMENT MAGNITUDE AND PEAK GROUND ACCELERATION MODELLING: EARTHQUAKE IN SUMATRAN MEGATHRUSTS |
author_facet |
Dharma Wijaya, Geraldus |
author_sort |
Dharma Wijaya, Geraldus |
title |
EARTHQUAKE MOMENT MAGNITUDE AND PEAK GROUND ACCELERATION MODELLING: EARTHQUAKE IN SUMATRAN MEGATHRUSTS |
title_short |
EARTHQUAKE MOMENT MAGNITUDE AND PEAK GROUND ACCELERATION MODELLING: EARTHQUAKE IN SUMATRAN MEGATHRUSTS |
title_full |
EARTHQUAKE MOMENT MAGNITUDE AND PEAK GROUND ACCELERATION MODELLING: EARTHQUAKE IN SUMATRAN MEGATHRUSTS |
title_fullStr |
EARTHQUAKE MOMENT MAGNITUDE AND PEAK GROUND ACCELERATION MODELLING: EARTHQUAKE IN SUMATRAN MEGATHRUSTS |
title_full_unstemmed |
EARTHQUAKE MOMENT MAGNITUDE AND PEAK GROUND ACCELERATION MODELLING: EARTHQUAKE IN SUMATRAN MEGATHRUSTS |
title_sort |
earthquake moment magnitude and peak ground acceleration modelling: earthquake in sumatran megathrusts |
url |
https://digilib.itb.ac.id/gdl/view/47696 |
_version_ |
1821999927361798144 |