Abstract
Among the 19 segments of the Great Sumatran Fault (GSF), the Sianok segment is unique due to its proximity to active volcanoes as well as to the sizable Maninjau Caldera. Located next to the Sumani to its southeast, the Sianok segment also passes through a relatively densely populated area. To identify potential disasters in the future, it is imperative to understand the subsurface structures of the Sianok segment. In this study, ground magnetic measurements were conducted, and the data were combined with the Bouguer anomaly map. Hand samples were also collected and measured for magnetic susceptibility and density. The values were later used as initial parameters for modeling. Joint forward modeling of magnetic and gravity was then used in the modeling stage as well as in the interpretation stage. Subsurface models of 20 km in depth were then formulated based on the magnetic and gravity data. The models show shallow magma chambers beneath Maninjau Caldera, Mount Marapi, and Mount Singgalang-Tandikat. The models confirm that exposed and unexposed Permian metamorphic rocks are commonly distributed in the Sianok segment. The thickness of volcanic deposits such as tuff and andesites in the Sianok segment were found to be sizable, ranging from 1 km for tuff to 3.5 km for andesites of the Maninjau Caldera.
Introduction
The Sianok segment is one of the segments in the GSF located in West Sumatra Province. Like the Sumani segment, the Sianok segment is an area that needs to be studied thoroughly because of the large human population living in the area. However, unlike the Sumani segment, which is dominated by a pull-apart basin, the Sianok segment is dominated by volcanic activity. The geomorphology of the Sianok segment is characterized by the presence of towering volcanoes and the second largest caldera lake on the island of Sumatra after Lake Toba. To analyze the seismic hazard potential of earthquakes along the GSF, published studies have focused on field observations of surface ruptures (; ), paleoearthquakes (), active fault mapping (; ; ; ), fault slip rates (; ; ; ; ; ; ), and source characteristics of ruptures (; ; ; ).
The results of the subsurface structure study by , based on combined magnetic and gravity data, are important for understanding the earthquake mechanism in the Sumani segment, which is one of the seismically active GSF segments that is located on the border of the Sianok segment. Why is it necessary to study the Sianok subsurface? The occurrence of the 1926 and 2007 doublet earthquakes depended on the presence of tectonic stress, the rigidity of the crust, and the geological structure. Tectonic stress can be identified based on earthquake analysis and surface deformation based on GPS data. On the other hand, the subsurface structure provides the presence of rock types related to the rigidity and geometry/distribution of subsurface rocks related to the geological structure. As reported by , subsurface intrusion may be related to earthquake events. Natural disasters depend on the rate of deformation of the ground surface, which depends on the subsurface structure. Subsurface structures can explain how the GSF is related to volcanic activity where the Marapi complex is located (Figure 1A,B). Volcanic activity certainly depends on subsurface structures, such as the presence of magma chambers and volcanic rock structures.
FIGURE 1
A combination of gravity and magnetic methods is commonly used to identify subsurface geological structures (see
Models of subsurface structures help scientists not only to identify earthquake risks in a particular area but also provide insight into the interplay between fault development and volcanism. This insight is important as several segments of the GSF are associated with volcanism. In this study, models of subsurface structures near the Sianok segment were constructed from ground magnetic data combined with regional gravity data from previous surveys by
Tectonic setting
Sumatra, the third largest island in Indonesia, was formed in the Paleozoic to early Mesozoic because of the collision between Paleozoic crustal blocks brought from the Gondwana continent and the eastern edge of Sundaland. Sumatran bedrock is thought to be composed of sedimentary and volcanic rocks that have undergone partial deformation and metamorphism (
Although not as active as the Sumani segment, which borders on the southeast, the Sianok segment is also classified as seismically active. Doublet earthquakes occurred in 1926 and 2007 to the northwest of Lake Singkarak at the border between the Sumani segment and the Sianok segment (
Apart from the extensive fault system, GSF is also home to extensive volcanic activity, recorded to be the highest in arcs in terms of magmatic productivity (
As shown in Figure 1A, the Sianok segment is composed of various rock units ranging from Permian metamorphic (limestone) rocks to Quaternary sedimentary and volcanic rocks (see
Data and methods
A ground geomagnetic survey was carried out in the following districts/municipalities in the West Sumatran Province: Agam, Padang Pariaman, Bukittinggi, and Padang Panjang using the GEM Proton Precision Magnetometers type GSM-19T (GEM System, Markham, Canada). Survey points (507 in total) were measured along the roads accessible to motorized vehicles. To minimize magnetic noise, the actual measurements were carried out up to 200 m from the roads, avoiding traffic, power lines, houses, and parked vehicles. The previous magnetic data (shown as red survey points in Figure 1B) from
The distance between two survey points varies between 500 and 1000 m. A Garmin GPS system was used to determine the coordinates of each survey point. The raw magnetic data was then corrected by diurnal and by IGRF (International Geomagnetic Reference Field) corrections to obtain the final magnetic intensity values. Figure 1B shows the distribution of survey points in the topographic map, combining the 507 new data points with 72 data points from
FIGURE 2

(A) The filtered magnetic anomaly map of the Sianok segment along with the six profiles discussed in this study. (B) A gravity anomaly map of the Sianok segment obtained by digitizing
The Oasis Montaj GM-SYS version 6.4.2 (Geosoft Inc, Toronto, Canada) was used to incorporate gravity data and magnetic data so that they could be processed further. Based on the magnetic anomaly map shown in Figure 2A as well as on the distribution of measured and observed data, six profile lines (A-A′, B-B′, C-C′, D-D′, E-E′, and F-F′) were selected for modeling and analysis. The profiles of A-A′, B-B′, and C-C′ were selected as they cross interesting surface features on the gravity and magnetic maps. The profiles of D-D′, E-E′, and F-F′ were selected to identify the slivers of Permian metamorphic rock and unexposed intrusion (if any) that have been reported earlier by
Interactive 2D magnetic and gravity models were calculated. As survey points were not distributed evenly in the grid system, Oasis Montaj extrapolates and interpolates data at any point 250–1000 m from the survey points so that the overall anomaly maps represent grid points. As magnetic survey points are denser than gravity survey points, the grid cell size of magnetic data is 250 m while that of gravity data is 500 m. The blanking distance parameter was set at a value of 5000 m, which was used in the extrapolation technique for the distribution of measurement points.
Interactive forward modeling processes were carried out on both magnetic and gravity data using Oasis Montaj to obtain a suitable subsurface geological model represented by a series of polygons. The shape of each polygon was controlled by its geological structure. Each polygon was given its own values of magnetic susceptibility and density based on the type of rock. For each of the six profile lines, the best model of its subsurface structure is determined by the good match between the observed and calculated data. Using methods described in
TABLE 1
| Type/Lithology | N | Susceptibility × 10−5 cgs-unit | Density (g/cm3) | ||||
|---|---|---|---|---|---|---|---|
| Range | Average | STD | Range | Average | STD | ||
| Igneous (Andesite of Marapi, Qama) | 6 | 67.35–109.64 | 87.32 | 16.54 | 2.45–2.63 | 2.56 | 0.06 |
| Igneous (Andesite of Maninjau, Qamj) | 6 | 1.06–79.71 | 38.32 | 36.88 | 2.55–2.74 | 2.60 | 0.06 |
| Igneous (Andesite of Singgalang-Tandikat, Qast) | 6 | 116.30–151.96 | 130.89 | 14.46 | 2.56–2.62 | 2.59 | 0.02 |
| Metamorphic (Permian metamorphic, Ps) | 3 | 0.10–0.18 | 0.15 | 0.03 | 2.44–2.55 | 2.49 | 0.05 |
| Volcanic Deposit (Maninjau tuff, Qpt) | 3 | 0.16–0.17 | 0.16 | 0.01 | 1.91–2.35 | 2.10 | 0.18 |
Magnetic susceptibility and density values of outcrop samples around the Sumani segment. N is number of measured samples while STD is the standard deviation. See Figure 1 for lithological terms.
N is number of measured samples while STD, is the standard deviation.
Results
Results of magnetic susceptibility and density measurements are presented in Table 1. Although the three andesitic groups (Marapi, Singgalang-Tandikat, and Maninjau) have similar average densities, their magnetic susceptibilities vary significantly, with Singgalang-Tandikat samples having the highest average susceptibility. Such variations might be due to variations in Fe content in these igneous rocks. As expected, due to its high silicate content, the Maninjau tuff (Qpt) has low average density of only 2.10 g/cm3 and has a low magnetic susceptibility. The Permian metamorphic rock samples have a sizable density averaging 2.49 g/cm3 and much lower magnetic susceptibility compared to igneous rocks.
Profile A-A′
Figure 3 shows the results of magnetic and gravity modeling which intersects the middle of Lake Maninjau and the GSF trending NW-SE. This 48 km section shows the subsurface structures in the 20 km image and the more detailed 10 km image. The magnetic anomalies are mainly due to the shallow magma chamber beneath the Maninjau Caldera, the andesites of Maninjau Caldera (Qamj), and the sliver of Permian metamorphic rocks. The presence of gravity low in the middle of the profile is associated with the Maninjau Caldera collapse, whose density is lower than that of basement rocks. The models in Figure 3 show that the Maninjau tuff deposits (Qpt) as well as the andesites of Maninjau Caldera (Qamj) are 1 and 3.5 km thick. The models also show Permian metamorphic rocks (Ps) in some locations could be as thick as 3.9 km (in vertical dimension).
FIGURE 3

2D modeling of magnetic and gravity data of the A-A′ profile in the Sianok segment of GSF showing the subsurface structures beneath Maninjau Caldera that include shallow and deep magma chambers. Models are presented in a more general 20 km deep image and a more detailed 10 km deep image.
Profile B-B′
The profile B-B’ (Figure 4) is located between the Maninjau Caldera and Mount Singgalang-Tandikat and shows the GSF and Maninjau tuff in the northeast. As shown in Figure 4, the magnetic anomalies in this profile are interpreted as due to the Maninjau tuff (Qpt), hornblende hypersthene pumiceous tuff (Qhpt), andesites of Singgalang-Tandikat (Qast), and exposed as well as unexposed Permian metamorphic rocks. The shallow magma chamber of Singgalang-Tandikat might also contribute to these magnetic anomalies. The unexposed metamorphic rocks are located under Quaternary volcanic deposits. The high gravity in the southwest is associated with lower basement rocks, while the low gravity in the middle is associated with Maninjau Caldera collapsed with lower density. At shallower depths, the metamorphic rocks were exposed on the SE side of profile B-B’ and extended further to a depth of up to 4 km. On the surface, further NE along profile B-B′, there are deposits of carboniferous carbonate rocks (Cl) on top of the metamorphic rocks.
FIGURE 4

2D modeling of magnetic and gravity data of the B-B′ profile in the Sianok segment of GSF shows the subsurface structures beneath Mount Singgalang-Tandikat that include its shallow and deep magma chambers. This model also shows slivers of Permian metamorphic rocks encased in the basement rocks. This figure uses the same legend as that in Figure 3.
Profile C-C′
As shown in Figure 5, the 60 km long profile C-C′ starts in the southwest in the same area as the B-B′ profile. In the SW-NE direction, the profile intersects the middle of Mount Singgalang-Tandikat, GSF, and the north part of Mount Marapi. Based on modeling in this study, the magnetic anomalies are associated with two shallow magma bodies (see Figures 1A, 2A), the andesites of Marapi (Qama), the andesites of Singgalang-Tandikat (Qast), and slivers of Permian metamorphic rocks. The two shallow magma bodies are interpreted, subsequently, as the shallow magma chambers of Marapi and Singgalang-Tandikat. The SW part of profile C-C’ is marked by high gravity associated with lower basement rocks and the middle low gravity associated with low density Maninjau Caldera Structure, while the NE part of this profile is marked by high gravity associated with denser basement rocks and thick layers of Permian metamorphic rocks. There are subsequent layers of basement, metamorphic rocks, and andesite volcanic rocks of Mount Singgalang-Tandikat and Mount Marapi deposited at the surface. The geological structure below the area between Mount Singgalang-Tandikat and Mount Marapi could be more complicated where the Sianok Segment and Sumani Segment end.
FIGURE 5

2D modeling of magnetic and gravity data of the C-C′ profile in the Sianok segment of GSF showing the subsurface structures beneath Mount Singgalang-Tandikat and beneath Mount Marapi that include their shallow and deep magma chambers. Note that the deep magma chamber of Marapi is significantly shallower than that of Singgalang-Tandikat. This figure uses the same legend as that in Figure 3.
Profile D-D′
As shown in Figure 6, the 42 km long D-D′ profile is on the western side of Lake Maninjau in a SE-NW direction. Based on modeling in this study, the magnetic anomalies are associated with the presence of Permian metamorphic layers along the profile (see Figures 1A, 2A) as well as the andesites of Maninjau (Qamj). The gravity anomaly is higher in the SE part compared to the middle and high gravity in the NW part. The low gravity in the middle part is likely to be attributed to the relatively low density of the Maninjau Caldera Collapse. It is likely that Maninjau tuff in the SE and in the NW of the Profile D-D’ shows significant thickness.
FIGURE 6

2D modeling of magnetic and gravity data of the D-D′ profile in the Sianok segment of GSF showing slivers of Permian metamorphic rocks encased in the basement rocks. See the text for details. This figure uses the same legend as that in Figure 3.
Profile E-E′
The 60 km long E-E′ profile is located along the west side of GSF, parallel to profile F-F’ (see Figures 1A, 2A). Figure 7 shows the great variation of magnetic anomalies, representing the great variation of surface rocks. The anomalies are due to andesites of Marapi (Qama), andesites of Singgalang-Tandikat (Qast), exposed Permian metamorphic rocks, and Maninjau tuff (Qpt). These magnetic anomalies might also be attributed to the shallow magma chamber of Singgalang-Tandikat. Figure 7 shows a negative gravity anomaly at the middle of the profile. This might have been caused by relatively less dense basement rocks (close to Maninjau Caldera) and at the surface related to Andesite of Singgalang-Tandikat and Andesite of Maninjau, and the lower density of Maninjau tuff compared to that underneath the SE and NW end of the profile E-E′.
FIGURE 7

2D modeling of magnetic and gravity data of the E-E′ profile in the Sianok segment of GSF showing the shallow and deep magma chambers of Mount Singgalang Tandikat. This segment passes different surface lithologies (Qamj, Qpt, Ps, Qast, and Qama), causing variation in the measured surface magnetic anomalies. As presented in Table 1, these surface lithologies vary in their average magnetic susceptibilities. See the text for details. This figure uses the same legend as that in Figure 3.
Profile F-F′
The profile F-F′ is located along the east side of GSF parallel to profile E-E′ (see Figure 2). As shown in Figure 8, the 44 km long profile shows that the magnetic anomalies in this profile are mainly attributed to the andesites of Marapi (Qama), Maninjau tuff (Qpt), exposed and unexposed Permian metamorphic rocks, and Carboniferous carbonate rocks (Cl). As shown in Figure 2B, this profile passes through an area with a small variation in gravity anomalies.
FIGURE 8

2D modeling of magnetic and gravity data of the F-F′ profile in the Sianok segment of GSF. See the text for details. This figure uses the same legend as that in Figure 3.
Discussion
Based on 2D models of magnetic and gravity data, this study identifies two magma chambers beneath Mount Merapi and Singgalang-Tandikat as well as beneath the Maninjau Caldera. As shown in Figure 3, the relatively small and shallow magma chamber beneath Maninjau Caldera is located at a depth of about 6 km. This agrees with the proposed depth given by
According to
How could GSF affect the size of magma conduits beneath Maninjau? When magma rises through the Earth’s crust, there is a change in the physical properties of the surrounding crust with increasing temperature, and part of the crust can change from solid to liquid (
Figure 2B shows a large negative gravity anomaly beneath Maninjau Caldera caused by the eruption products that collapse inside the caldera, replacing materials released during the eruption. Figure 3 shows a sizable deposit (of up to 5–6 km deep) of Maninjau’s andesite and other eruption products. The measurement of density in this study shows that the Maninjau tuff samples have an average density as low as 2.10 gr/cm3 (see Table 1). Such a negative gravity anomaly is also observed beneath Toba’s caldera (
This study also reveals the presence of encased Permian metamorphic rocks in the basement rock, as reported earlier by
The rate of change in tectonic stress along the GSF is certainly related to the rate of change in stress on the Sumatra subduction megathrust trough, which continues in arc-parallel sliver movement or stress change in the sliver plates and then changes the tectonic stress or strike-slip movement along the GSF. There are three factors that might affect the rate of change in tectonic stress along the GSF. The first one is changes in stress on the arc-parallel to sliver plate. The second one is the variation of rock rigidity in the GSF, and the third one is the geometry of geological structures in the GSF. The geology of the Sianok segment is affected significantly by two kinds of processes, namely tectonic and volcanic processes. Currently, Mount Marapi and Mount Singgalang Tandikat show high volcanic activity. The area between these two volcanoes, where the Sianok and Sumani segments meet (
Can this study identify the subsurface structure beneath the end of the Sianok segment? The extensive coverage of volcanic deposits on Mount Marapi and Mount Singgalang-Tandikat impedes the surface representation of GSF at the end of the Sianok segment. This coverage of volcanic deposits also makes accurate subsurface modelling difficult. Surface outcrops, which are not available in this study area, are often used to facilitate subsurface modelling. However, the magnetic anomalies in the range of—70 nT to 130 nT in the SE part of the studied area infer the high heterogeneity of subsurface structures. Therefore, such magnetic anomalies could be considered as indicators for the end of the Sianok segment.
This study serves as the first investigation of subsurface structures in the volcanic centers of the Central Barisan Fault identified by
Conclusion
Analyses of magnetic and gravity data in this study have successfully identified the shallow magma chambers beneath the Maninjau Caldera as well as beneath Mount Marapi and Mount Singgalang-Tandikat. The magnetic anomalies in the Sianok segment are mainly due to thick deposits of Maninjau Caldera’s andesites as well as andesites of Marapi and Singgalang-Tandikat. Slivers of Permian metamorphic rocks encased in the basement rock also contribute to these anomalies. The noticeable negative gravity anomalies in Maninjau Caldera are likely associated with the Maninjau Caldera collapse, where lighter rocks produced during eruption were accumulated in the caldera. The models also show that the Maninjau tuff deposits are also quite thick, with a thickness of about 1 km. This study also reveals that exposed and unexposed Permian metamorphic rocks are common in the Sianok segment, similar to those reported earlier in the Sumani segment. The models corroborate the depth of shallow magma chambers beneath Mount Marapi (5 km) and beneath Maninjau Caldera (6 km), estimated by previous estimation using petrographic analyses, geothermobarometry, and seismic receiver function. Our models also show that the depth and size of the shallow magma chamber beneath Mount Singgalang-Tandikat is roughly similar to that of Mount Marapi. Although this study also modelled deep magma chambers beneath Maninjau Caldera, Mount Marapi, and Mount Singgalang-Tandikat, the depth and geometry of these deep magma chambers cannot be fully constrained
Statements
Data availability statement
The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.
Author contributions
DD, HA, and SB conceived the study. All authors, except for IA and KI, participated in the field survey. DD, HA, PS, SB, SF, and IA processed, analyzed, and interpreted the data. DD, HA, PS, and SB collected the rock samples while KI measured their density and the magnetic susceptibilities. KI also prepared the maps and figures in this study. DD, HA, PS, SB, SF, and UH contributed to the preparation of the manuscript. All authors read and approved the final manuscript.
Funding
This study was made possible by funding from the Ministry of Education, Culture, Research, and Technology of the Republic of Indonesia through contract #2/AMD/E1/KP.PTNBH/2020 to DD (PDUPT grant) and #2/E1/KP.PTNBH/2021 to SB (PDD grant). Article processing fee for this publication was made possible by the 2022 PPMI grant from Institut Teknologi Bandung to Applied and Exploration Geophysics Research Group. The 2022 PPMI grant was administered by the Faculty of Mining and Petroleum Engineering of Institut Teknologi Bandung.
Acknowledgments
The authors thank the Ministry of Education, Culture, Research and Technology of the Republic of Indonesia for its financial support through contract # 2/AMD/E1/KP.PTNBH/2020 to DD (PDUPT grant) and # 2/E1/KP.PTNBH/2021 to SB (PDD grant). The Provincial Government of West Sumatra is thanked for its permission to conduct this study. HA received a doctoral scholarship from Padang State University. The two reviewers are thanked for their constructive comments and criticism that helped the authors improve the quality and clarity of this manuscript.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
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Summary
Keywords
Great Sumatran Fault, Sianok, 2D modeling, magnetic, gravity, Indonesia
Citation
Dahrin D, Amir H, Suryanata PB, Bijaksana S, Fajar SJ, Ibrahim K, Harlianti U, Arisbaya I, Pebrian MQ, Rahman AA and Kasendri A (2022) Subsurface structures of Sianok Segment in the GSF (Great Sumatran Fault) inferred from magnetic and gravity modeling. Front. Earth Sci. 10:1012286. doi: 10.3389/feart.2022.1012286
Received
05 August 2022
Accepted
25 October 2022
Published
03 November 2022
Volume
10 - 2022
Edited by
Stanislaw Mazur, Institute of Geological Sciences, Polish Academy of Sciences, Poland
Reviewed by
Chris Green, University of Leeds, United Kingdom
Alexandra Guy, Czech Geological Survey, Czechia
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© 2022 Dahrin, Amir, Suryanata, Bijaksana, Fajar, Ibrahim, Harlianti, Arisbaya, Pebrian, Rahman and Kasendri.
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*Correspondence: Darharta Dahrin, darharta@gmail.com
This article was submitted to Structural Geology and Tectonics, a section of the journal Frontiers in Earth Science
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