Investigation of Hilbert–Huang Transform and Fourier Transform for Horizontal-to-Vertical Spectral Ratio Analysis: Understanding the Shallow Structure in Mataram City, Lombok, Indonesia

Because of its robustness and practicality, the Horizontal-to-Vertical Spectral Ratio (HVSR) method has been widely used to obtain subsurface structure, mainly the sediment thickness that resides over bedrock. The method uses Fourier Transform to obtain frequency spectrum and calculate the H/V ratio...

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Main Authors: Mochammad Randy Caesario Harsuko, Zulfakriza Zulfakriza, Andri Dian Nugraha, Achmad Fajar Narotama Sarjan, Sri Widiyantoro, Shindy Rosalia, Nanang T. Puspito, David P. Sahara
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-08-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/feart.2020.00334/full
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spelling doaj-9fab51e6f00546a6bf19b7650afa03012020-11-25T03:04:10ZengFrontiers Media S.A.Frontiers in Earth Science2296-64632020-08-01810.3389/feart.2020.00334560427Investigation of Hilbert–Huang Transform and Fourier Transform for Horizontal-to-Vertical Spectral Ratio Analysis: Understanding the Shallow Structure in Mataram City, Lombok, IndonesiaMochammad Randy Caesario Harsuko0Zulfakriza Zulfakriza1Zulfakriza Zulfakriza2Andri Dian Nugraha3Andri Dian Nugraha4Achmad Fajar Narotama Sarjan5Sri Widiyantoro6Sri Widiyantoro7Sri Widiyantoro8Shindy Rosalia9Shindy Rosalia10Nanang T. Puspito11Nanang T. Puspito12David P. Sahara13Graduate Program of Geophysical Engineering, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, IndonesiaGlobal Geophysics Research Group, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, IndonesiaCenter for Earthquake Science and Technology, Bandung Institute of Technology, Bandung, IndonesiaGlobal Geophysics Research Group, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, IndonesiaCenter for Earthquake Science and Technology, Bandung Institute of Technology, Bandung, IndonesiaGraduate Program of Geophysical Engineering, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, IndonesiaGlobal Geophysics Research Group, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, IndonesiaCenter for Earthquake Science and Technology, Bandung Institute of Technology, Bandung, IndonesiaFaculty of Engineering, Maranatha Christian University, Bandung, IndonesiaGlobal Geophysics Research Group, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, IndonesiaCenter for Earthquake Science and Technology, Bandung Institute of Technology, Bandung, IndonesiaGlobal Geophysics Research Group, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, IndonesiaCenter for Earthquake Science and Technology, Bandung Institute of Technology, Bandung, IndonesiaGlobal Geophysics Research Group, Faculty of Mining and Petroleum Engineering, Bandung Institute of Technology, Bandung, IndonesiaBecause of its robustness and practicality, the Horizontal-to-Vertical Spectral Ratio (HVSR) method has been widely used to obtain subsurface structure, mainly the sediment thickness that resides over bedrock. The method uses Fourier Transform to obtain frequency spectrum and calculate the H/V ratio. However, the conventional Fourier Transform method has some limitations; e.g., the inability to remove local noises that are very common in microtremor recordings. In this study, we investigate the application of the Hilbert–Huang Transform (HHT), in obtaining the HVSR curve, and compare it to the conventional method in terms of its effectiveness in removing local noise through the inversion results of HVSR curves. Such a comparison has never been conducted before. We used data from a microtremor survey in Mataram City, Lombok Island, Indonesia which experienced a series of destructive earthquakes in 2018. The results show that the S-wave velocity structure derived from the inversion process of the HHT-HVSR curves is in better agreement with the previous study of Mataram City than the conventional method. Furthermore, the resulting S-wave velocity structure is also interpreted based on geological reference, giving new insights into the subsurface structure beneath Mataram City.https://www.frontiersin.org/article/10.3389/feart.2020.00334/fullHilbert–Huang TransformHVSRMataram CityS-wave velocitynoise removalmicrotremor
collection DOAJ
language English
format Article
sources DOAJ
author Mochammad Randy Caesario Harsuko
Zulfakriza Zulfakriza
Zulfakriza Zulfakriza
Andri Dian Nugraha
Andri Dian Nugraha
Achmad Fajar Narotama Sarjan
Sri Widiyantoro
Sri Widiyantoro
Sri Widiyantoro
Shindy Rosalia
Shindy Rosalia
Nanang T. Puspito
Nanang T. Puspito
David P. Sahara
spellingShingle Mochammad Randy Caesario Harsuko
Zulfakriza Zulfakriza
Zulfakriza Zulfakriza
Andri Dian Nugraha
Andri Dian Nugraha
Achmad Fajar Narotama Sarjan
Sri Widiyantoro
Sri Widiyantoro
Sri Widiyantoro
Shindy Rosalia
Shindy Rosalia
Nanang T. Puspito
Nanang T. Puspito
David P. Sahara
Investigation of Hilbert–Huang Transform and Fourier Transform for Horizontal-to-Vertical Spectral Ratio Analysis: Understanding the Shallow Structure in Mataram City, Lombok, Indonesia
Frontiers in Earth Science
Hilbert–Huang Transform
HVSR
Mataram City
S-wave velocity
noise removal
microtremor
author_facet Mochammad Randy Caesario Harsuko
Zulfakriza Zulfakriza
Zulfakriza Zulfakriza
Andri Dian Nugraha
Andri Dian Nugraha
Achmad Fajar Narotama Sarjan
Sri Widiyantoro
Sri Widiyantoro
Sri Widiyantoro
Shindy Rosalia
Shindy Rosalia
Nanang T. Puspito
Nanang T. Puspito
David P. Sahara
author_sort Mochammad Randy Caesario Harsuko
title Investigation of Hilbert–Huang Transform and Fourier Transform for Horizontal-to-Vertical Spectral Ratio Analysis: Understanding the Shallow Structure in Mataram City, Lombok, Indonesia
title_short Investigation of Hilbert–Huang Transform and Fourier Transform for Horizontal-to-Vertical Spectral Ratio Analysis: Understanding the Shallow Structure in Mataram City, Lombok, Indonesia
title_full Investigation of Hilbert–Huang Transform and Fourier Transform for Horizontal-to-Vertical Spectral Ratio Analysis: Understanding the Shallow Structure in Mataram City, Lombok, Indonesia
title_fullStr Investigation of Hilbert–Huang Transform and Fourier Transform for Horizontal-to-Vertical Spectral Ratio Analysis: Understanding the Shallow Structure in Mataram City, Lombok, Indonesia
title_full_unstemmed Investigation of Hilbert–Huang Transform and Fourier Transform for Horizontal-to-Vertical Spectral Ratio Analysis: Understanding the Shallow Structure in Mataram City, Lombok, Indonesia
title_sort investigation of hilbert–huang transform and fourier transform for horizontal-to-vertical spectral ratio analysis: understanding the shallow structure in mataram city, lombok, indonesia
publisher Frontiers Media S.A.
series Frontiers in Earth Science
issn 2296-6463
publishDate 2020-08-01
description Because of its robustness and practicality, the Horizontal-to-Vertical Spectral Ratio (HVSR) method has been widely used to obtain subsurface structure, mainly the sediment thickness that resides over bedrock. The method uses Fourier Transform to obtain frequency spectrum and calculate the H/V ratio. However, the conventional Fourier Transform method has some limitations; e.g., the inability to remove local noises that are very common in microtremor recordings. In this study, we investigate the application of the Hilbert–Huang Transform (HHT), in obtaining the HVSR curve, and compare it to the conventional method in terms of its effectiveness in removing local noise through the inversion results of HVSR curves. Such a comparison has never been conducted before. We used data from a microtremor survey in Mataram City, Lombok Island, Indonesia which experienced a series of destructive earthquakes in 2018. The results show that the S-wave velocity structure derived from the inversion process of the HHT-HVSR curves is in better agreement with the previous study of Mataram City than the conventional method. Furthermore, the resulting S-wave velocity structure is also interpreted based on geological reference, giving new insights into the subsurface structure beneath Mataram City.
topic Hilbert–Huang Transform
HVSR
Mataram City
S-wave velocity
noise removal
microtremor
url https://www.frontiersin.org/article/10.3389/feart.2020.00334/full
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