Modelling Peak Ground Acceleration (PGA) Using Tweedie Generalized Linear Model: Case Study Padang's Earthquake in 2009
Large magnitudes of earthquakes may cause loss of lives and/or great financial losses due to damages on properties/infrastructures and business interruptions. To reduce the risk of damages on properties in a particular location, the potential damages need to be predicted by calculating the ground mo...
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| Format: | Theses |
| Language: | Indonesia |
| Online Access: | https://digilib.itb.ac.id/gdl/view/20330 |
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| Institution: | Institut Teknologi Bandung |
| Language: | Indonesia |
| Summary: | Large magnitudes of earthquakes may cause loss of lives and/or great financial losses due to damages on properties/infrastructures and business interruptions. To reduce the risk of damages on properties in a particular location, the potential damages need to be predicted by calculating the ground motion. The Peak Ground Acceleration (PGA) as a parameter of ground motion in a particular location is a function of the moment magnitude of the earthquake, the distance of the location from the <br />
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epicenter, and the type of soil at the location. In this thesis, the equation of the PGA is modeled using generalized linear model (GLM). The PGA data analyzed in <br />
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this thesis is that in the Megathrust Mid 2 Sumatera region caused by the Padang (Pariaman) earthquake on 30 September 2009 |
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