Sains Malaysiana 55(5)(2026):
785-801
http://doi.org/10.17576/jsm-2026-5505-02
Integrasi Kaedah Geofizik untuk Pengesanan Rongga menggunakan Model Plot
Silang 2-D
(Integration of Geophysical Methods
for Cavity Detection using 2-D Cross Plot Models)
NURUL ASIKIN MOHD ARAHA1, MUHAMMAD
TAQIUDDIN ZAKARIA1,*, NOORZAMZARINA
SULAIMAN2, MUHAMMAD FAWZY ISMULLAH MASSINAI1,3 & NUR
IRDINA INSYIRAAH MOHD SALWIRA1
1Program Geologi, Jabatan Sains Bumi dan Alam Sekitar, Fakulti Sains dan Teknologi,
Universiti Kebangsaan Malaysia, 43600 UKM Bangi, Selangor, Malaysia
2Jabatan Geosains, Fakulti Sains Bumi, Universiti Malaysia
Kelantan Kampus Jeli, 17600 Jeli, Kelantan, Malaysia
3Jabatan Geofizik, Fakulti Matematik dan Sains Semula Jadi, Universiti Hasanuddin,
Makassar 90245, Indonesia
Diserahkan: 9 Disember 2025/Diterima: 30 April
2026
Abstrak
Rongga ialah ruang kosong di bawah permukaan yang boleh terbentuk melalui proses semula jadi atau aktiviti manusia. Fenomena ini sering berlaku apabila air bawah tanah melarutkan batuan yang mudah larut, sekali gus menimbulkan risiko terhadap infrastruktur dan harta benda. Rongga lazim ditemui dalam formasi karbonat dan evaporit seperti batu kapur dan gipsum. Untuk meneliti ciri rongga dengan lebih terperinci, kaedah Tomografi Keberintangan Geoelektrik (ERT)
dan Tomografi Pembiasan Seismos (SRT) digunakan. Memandangkan setiap kaedah mempunyai kekangan jika ditafsir secara berasingan, teknik plot silang 2-D diterapkan bagi meningkatkan ketepatan interpretasi bawah permukaan. Teknik ini memaparkan hubungan antara keberintangan dan halaju seismos, sekali gus memudahkan pengesanan anomali. Kajian dijalankan di Kompleks Gua, Dabong, Kelantan dengan objektif mengintegrasikan model ERT dan SRT bagi mengesan rongga melalui model plot silang 2-D.
Data diperoleh melalui empat garisan tinjauan selari. Model yang dihasilkan menunjukkan korelasi jelas antara keberintangan ≥170 Ωm dan halaju gelombang-P
<1500 m/s hingga kedalaman sekitar 2-3 m. Secara keseluruhannya, model plot silang 2-D bersepadu ini berkesan dalam mengesan rongga serta meningkatkan resolusi bawah permukaan, seterusnya membolehkan struktur geologi digariskan dengan lebih tepat. Pendekatan ini turut menyumbang kepada pemahaman bawah permukaan, termasuk pengenalpastian jenis batuan, zon tepu air, zon kelemahan dan pengisian rongga, selain menyokong usaha mitigasi geobencana.
Kata kunci: Geobencana; model plot silang 2-D; rongga; tomografi keberintangan geoeletrik; tomografi pembiasan seismos
Abstract
A
cavity or void is an open subsurface space formed by natural processes or human
activities. These features often develop when groundwater dissolves soluble
rocks, creating potential risks to infrastructure and property. Cavities are
commonly found in carbonate and evaporite formations such as limestone and
gypsum. To investigate cavity characteristics, Electrical Resistivity
Tomography (ERT) and Seismic Refraction Tomography (SRT) were used. Since each
method has limitations when interpreted separately, a 2-D cross plot technique
was introduced to improve subsurface interpretation. This approach visually
relates resistivity and seismic velocity, allowing anomalies to be identified
more clearly. The study was conducted at Kompleks Gua, Kelantan, with the objective of integrating ERT and
SRT for cavity detection using a 2-D cross plot model. Data acquisition was
completed along four inline survey lines. The resulting model showed a clear
correlation between resistivity and P-wave velocity, enabling cavities to be
outlined. Cavities were indicated by resistivity values ≥170 Ωm and
P-wave velocities <1500 m/s, extending to depths of about 2-3 m. Overall,
the integrated 2-D cross plot model effectively detected cavities and enhanced
subsurface resolution, allowing more precise delineation of geological
structures. This approach also provides useful insights for characterizing
subsurface conditions, including identifying rock types, saturated zones,
weakness zones and cavity infills, as well as supporting geohazard mitigation
efforts.
Keywords: Cavity; electrical resistivity
tomography; geohazard; seismic refraction tomography; 2-D cross plot model
RUJUKAN
Abd El Aal, A.K. 2017. Identification and
characterization of near surface cavities in Tuwaiq Mountain Limestone, Riyadh, KSA, “detection and treatment”. Egyptian Journal
of Petroleum 26(1): 215-223. https://doi.org/10.1016/j.ejpe.2016.04.004
Abdelrahman, K., Saadon, A.B. & Qaysi, S.
2024. Estimating shear wave velocity and site characterization of western
Riyadh City, Saudi Arabia based on multichannel analysis of surface waves. Frontiers
in Earth Science 12: 1395431. https://doi.org/10.3389/feart.2024.1395431
Abdelrahman, K., Hazaea,
S.A., Hazaea, B.Y., Abioui,
M. & Al-Awah, H. 2023. Groundwater potentiality in hard-rock terrain of
southern Saudi Arabia using electrical resistivity tomography approach. Journal
of King Saud University - Science 35(9): 102928.
https://doi.org/10.1016/j.jksus.2023.102928
Akingboye, A.S. 2025. Electrical
and seismic refraction methods: Fundamental concepts, current trends, and emerging
machine learning prospects. Discover Geoscience 3: 87. https://doi.org/10.1007/s44288-025-00169-8
Akingboye, A.S. & Ogunyele, A.C. 2019. Insight into seismic refraction and
electrical resistivity tomography techniques in subsurface investigations. Rudarsko Geolosko Naftni Zbornik 34(1): 93-111.
https://doi.org/10.17794/rgn.2019.1.9
Al-Adly, A.I.F. 2025. Reduction of under-road pavement
sinkhole hazards by soil improvement. International Journal of GEOMATE 29(131): 76-83. https://doi.org/10.21660/2025.131.4926
Alarifi, S.S. 2025. Surface and
subsurface sinkholes and karstic cavities in the Uppermost Jurassic–Lower
Cretaceous Sulaiy Formation in An Narjis District, Riyadh, Central Saudi Arabia: Field and geophysical
investigation. Journal of Applied Geophysics 233: 105612.
https://doi.org/https://doi.org/10.1016/j.jappgeo.2024.105612
Al-Heety, A.J.R. & Shanshal, Z.M. 2016. Integration of seismic
refraction tomography and electrical resistivity tomography in engineering
geophysics for soil characterization. Arabian Journal of Geosciences 9: 73.
https://doi.org/10.1007/s12517-015-2116-9
Alsamarraie, M.M. 2020. Seismic
refraction method in the determination of site characteristics. Iraqi
Geological Journal 53(2): 53-63.
https://doi.org/10.46717/igj.53.2d.4ms-2020-10-26
Alzahrani, H., Abdelrahman, K. & Hazaea, S.A. 2022. Use of geoelectrical resistivity method
for detecting near-surface groundwater potential zones at Riyadh city, Saudi
Arabia. Journal of King Saud University - Science 34(7): 102253.
https://doi.org/10.1016/j.jksus.2022.102253
Baghzendani, H., Aghajani, H. &
Karami, G.H. 2024. Detection of Karst Features using Integrated Geophysical
Methods; Case Study Ravansar Area.
https://doi.org/10.22044/jme.2024.14984.2855
Bharti, A.K., Singh, K.K.K., Ghosh, C.N. &
Mishra, K. 2022. Detection of subsurface cavity due to old mine workings using
electrical resistivity tomography: A case study. Journal of Earth System
Science 131: 39. https://doi.org/10.1007/s12040-021-01781-1
Bharti, A.K., Prakash, A., Verma, A. &
Singh, K.K.K. 2021. Assessment of hydrological condition in strata associated
with old mine working during and post-monsoon using electrical resistivity
tomography: A case study. Bulletin of Engineering Geology and the
Environment 80(6): 5159-5166. https://doi.org/10.1007/s10064-021-02208-3
Bharti, A.K., Pal, S.K., Priyam, P., Kumar, S.,
Srivastava, S. & Yadav, P.K. 2016a. Subsurface cavity detection over Patherdih colliery, Jharia Coalfield, India using electrical resistivity tomography. Environmental
Earth Sciences 75(5): 443. https://doi.org/10.1007/s12665-015-5025-z
Bharti, A.K., Pal, S.K., Priyam, P., Pathak,
V.K., Kumar, R. & Ranjan, S.K. 2016b. Detection of illegal mine voids using
electrical resistivity tomography: The case-study of Raniganj coalfield (India). Engineering Geology 213: 120-132.
https://doi.org/10.1016/j.enggeo.2016.09.004
Brixová, B., Mosná, A. & Putiška, R. 2018.
Applications of shallow seismic refraction measurements in the Western
Carpathians (Slovakia): Case studies. Contributions to Geophysics and
Geodesy 48(1): 1-21. https://doi.org/10.2478/congeo-2018-0001
Capizzi, P., Martorana, R., Carollo, A. & Vattano, M. 2017. Cluster analysis for cavity detection
using seismic refraction and electrical resistivity tomography. 23rd
European Meeting of Environmental and Engineering Geophysics 2017: 1-5.
https://doi.org/10.3997/2214-4609.201702123
Cardarelli, E., Cercato,
M., Cerreto, A. & Di Filippo, G. 2010. Electrical resistivity and seismic
refraction tomography to detect buried cavities. Geophysical Prospecting 58(4): 685-695. https://doi.org/10.1111/j.1365-2478.2009.00854.x
Carollo, A., Capizzi, P. & Martorana, R. 2020.
Joint interpretation of seismic refraction tomography and electrical
resistivity tomography by cluster analysis to detect buried cavities. Journal
of Applied Geophysics 178: 104069.
https://doi.org/10.1016/j.jappgeo.2020.104069
Daniels, J. 1988. Locating caves, tunnels and
mines. The Leading Edge 7(3): 32-52. https://doi.org/10.1190/1.1439492
Das, P. & Mohanty, P.R. 2016. Resistivity
imaging technique to delineate shallow subsurface cavities associated with old
coal working: A numerical study. Environmental Earth Sciences 75(8): 661.
https://doi.org/10.1007/s12665-016-5404-0
Daud, S., Ishak, M.F., Ismi, P.I. & Zolkepli, M.F. 2025. Investigation of potential groundwater
sources using electrical resistivity imaging for industrial facilities in Gebeng,
Kuantan, Malaysia: A case study. Warta Geologi 51(2): 177-185. https://doi.org/10.7186/wg512202502
Dick, M.D., Bery,
A.A., Okonna, N.N., Ekanem,
K.R., Bashir, Y. & Akingboye, A.S. 2024. A novel
machine learning approach for interpolating seismic velocity and electrical
resistivity models for early-stage soil-rock assessment. Earth Science
Informatics 17(3): 2629-2648. https://doi.org/10.1007/s12145-024-01303-9
Doyoro, Y.G., Chang, P.Y.
& Puntu, J.M. 2021. Uncertainty of the 2D
resistivity survey on the subsurface cavities. Applied Sciences
(Switzerland) 11(7): 3143. https://doi.org/10.3390/app11073143
Guinea, A., Playà, E.,
Rivero, L., Martinez, N. & Cutipa, V. 2025. Geoelectrical methods for
evaluating the characteristics of different gypsum varieties in gypsum
quarries. Engineering Geology 353: 108112.
https://doi.org/10.1016/j.enggeo.2025.108112
Gutiérrez, F. 2016. Sinkhole Hazards. Oxford:
Oxford University Press. https://doi.org/10.1093/acrefore/9780199389407.013.40
Hasan, M.F.R., Susilo, A., Suryo,
E.A., Agung, P.A.M., Idmi, M.H., Suaidi,
D.A. & Aprilia, F. 2024. Iraqi Geological Journal 57(1A): 159-168.
Hayashi, K. & Konishi, C. 2012. Joint use of
a surface-wave method and a resistivity method for safety assessment of levee
systems. GeoFlorida 2010: Advances in
Analysis, Modeling & Design. pp. 1340-1349.
https://doi.org/doi:10.1061/41095(365)134
Hermawan, O.R. & Putra, D.P.E. 2016. The effectiveness
of Wenner-Schlumberger and dipole-dipole array of 2D geoelectrical survey to
detect the occurring of groundwater in the Gunung Kidul Karst Aquifer System, Yogyakarta, Indonesia. Journal
of Applied Geology 1(2): 71-81.
Ishak, M.F., Zolkepli,
M.F., Masyhur, E.M.H., Yunus, N.Z.M., Rashid, A.S.A., Hezmi, M.A., Hasbollah,
D.Z.A. & Yusoff, A.R. 2022. Interrelationship between borehole lithology
and electrical resistivity for geotechnical site investigation. Physics and
Chemistry of the Earth, Parts A/B/C 128: 103279.
https://doi.org/https://doi.org/10.1016/j.pce.2022.103279
Mansor, H.E., Saad, N.N.M., Mohamed, K.R., Khan,
M.M.A., James, E., Mohd Amin, M.F., Sulaiman, N. & Hassan, H.M. 2024.
Geoheritage of the Gua Ikan Karst Complex (GIKC), Stong Geopark, Dabong, Kuala Krai District, Kelantan,
Malaysia: Evaluation for geotourism opportunities. BIO
Web of Conferences 131: 04018. https://doi.org/10.1051/bioconf/202413104018
Martínez-Moreno, F.J., Pedrera, A., Ruano, P.,
Galindo-Zaldívar, J., Martos-Rosillo, S., González-Castillo, L., Sánchez-Úbeda, J.P. & Marín-Lechado,
C. 2013. Combined microgravity, electrical resistivity tomography and induced
polarization to detect deeply buried caves: Algaidilla cave (Southern Spain). Engineering Geology 162: 67-78.
https://doi.org/10.1016/j.enggeo.2013.05.008
Masson, Y.J. & Pride, S.R. 2007. Poroelastic finite difference modeling of seismic
attenuation and dispersion due to mesoscopic-scale heterogeneity. Journal of
Geophysical Research: Solid Earth 112: B03204.
https://doi.org/10.1029/2006JB004592
Metwaly, M., Elawadi, E., Moustafa, S.S.R., Halawa, A.A. & Shaaban,
F. 2024. Detecting cavernous features in Al Kharj, Saudi Arabia: Advancements
in TEM and ERT geophysical measurements. Environmental Earth Sciences 83(8): 235. https://doi.org/10.1007/s12665-024-11523-3
Onyango, J.A., Sasaoka, T., Shimada, H.,
Hamanaka, A. & Moses, D. 2025. Equivalent porous medium (EPM) modeling of
karst features for slope stability analysis in karst-prone weak rock masses. Modelling 6(3): 81.
Razmi, N.S., Umor, M.R., Arifin, M.H., Simon, N., Sulaiman, N. &
Mohd Nazer, N.S. 2024. Pencirian geohazad tanah runtuh pendam lama di kawasan Bukit
Fraser, Pahang. Sains Malaysiana 53(5): 995-1007. https://doi.org/10.17576/jsm-2024-5305-02
Sahoo, S.D., Pal, S.K., Vikash, V., Narayan, S.,
Kumar, R., Srivastava, S. & Bhattacharjee, R.M. 2024. Quantifying
environmental impact of unplanned mining through integrated non-invasive
geophysical methods: A case study from Jharia coalfield, India. Environmental Earth Sciences 83: 411.
https://doi.org/10.1007/s12665-024-11719-7
Sanny, T.A., Asrib, M.L. & Insani, A.Z.M.
2023. Soil characterization using the Electrical Resistivity Tomography (ERT) approach
on non-typical land of Ipomoea batatas “Cilembu”. Jurnal Penelitian Pendidikan IPA 9(8): 6128-6135. https://doi.org/10.29303/jppipa.v9i8.4653
Singh, K.K.K., Bharti, A.K., Pal, S.K., Prakash,
A., Saurabh, Kumar, R. & Singh, P.K. 2019. Delineation of fracture zone for
groundwater using combined inversion technique. Environmental Earth Sciences 78(4): 110. https://doi.org/10.1007/s12665-019-8072-z
Srivastava, S., Pal, S.K. & Kumar, R. 2020.
A time-lapse study using self-potential and electrical resistivity tomography
methods for mapping of old mine working across railway-tracks in a part of Raniganj coalfield, India. Environmental Earth Sciences 79(13): 332. https://doi.org/10.1007/s12665-020-09067-3
Sujitapan, C., Kendall, J.M.,
Chambers, J.E. & Yordkayhun, S. 2024. Landslide
assessment through integrated geoelectrical and seismic methods: A case study
in Thungsong site, southern Thailand. Heliyon 10(2): e24660.
https://doi.org/10.1016/j.heliyon.2024.e24660
Ukorebi Asuquo,
B., M. George, A., Akaerue, E. & Chigoziem Akakuru, O. 2024.
Integrating seismic refraction and electrical approaches in determining
geophysical properties of near-surface cavities in Calabar-Ikom highway, Odukpani, Cross River State, Nigeria. International
Journal of Advanced Geosciences 12(1): 7-16.
https://doi.org/10.14419/mze5m111
Yu, H., Liu, Z., Song, M., Liu, L., Liu, Z.,
Cao, E. & Zhao, X. 2025. Evaluating the reliability of geophysical methods
for investigating the migration of a hydrocarbon plume: Validation by sample
analysis. Environmental Pollution 372: 126032.
https://doi.org/https://doi.org/10.1016/j.envpol.2025.126032
Zakaria, M.T., Ismail, N.A., Muztaza,
N.M. & Zaki, M.F.M. 2024. Integrated geophysical
models for interpretations of heterogeneous subsurface environments. Sains Malaysiana 53(5): 1021-1031. https://doi.org/10.17576/jsm-2024-5305-04
Zakaria, M.T., Mohd Muztaza, N., Zabidi, H., Salleh,
A.N., Mahmud, N. & Rosli, F.N. 2022. Integrated analysis of geophysical
approaches for slope failure characterisation. Environmental
Earth Sciences 81(10): 299. https://doi.org/10.1007/s12665-022-10410-z
Zakaria, M.T., Muztaza,
N.M., Zabidi, H., Salleh, A.N., Mahmud, N., Samsudin,
N., Rosli, F.N., Olugbenga, A.T. & Jia, T.Y. 2021. 2-D cross-plot model
analysis using integrated geophysical methods for landslides assessment. Applied
Sciences (Switzerland) 11(2): 747. https://doi.org/10.3390/app11020747
*Pengarang untuk surat-menyurat; email:
taqiuddin@ukm.edu.my
|