Dick, Mbuotidem David; Bery, Andy Anderson; Akingboye, Adedibu Sunny; Ekanem, Kufre Richard; Moses, Erukaa; Purohit, Sanju (2025) Subsurface Lithological Characterization Via Machine Learning-assisted Electrical Resistivity and SPT-N Modeling: A Case Study from Sabah, Malaysia. Earth Systems and Environment, 9 (3). doi:10.1007/s41748-024-00516-8
Reference Type | Journal (article/letter/editorial) | ||
---|---|---|---|
Title | Subsurface Lithological Characterization Via Machine Learning-assisted Electrical Resistivity and SPT-N Modeling: A Case Study from Sabah, Malaysia | ||
Journal | Earth Systems and Environment | ||
Authors | Dick, Mbuotidem David | Author | |
Bery, Andy Anderson | Author | ||
Akingboye, Adedibu Sunny | Author | ||
Ekanem, Kufre Richard | Author | ||
Moses, Erukaa | Author | ||
Purohit, Sanju | Author | ||
Year | 2025 (September) | Volume | 9 |
Issue | 3 | ||
Publisher | Springer Science and Business Media LLC | ||
DOI | doi:10.1007/s41748-024-00516-8Search in ResearchGate | ||
Generate Citation Formats | |||
Mindat Ref. ID | 18897029 | Long-form Identifier | mindat:1:5:18897029:8 |
GUID | 0 | ||
Full Reference | Dick, Mbuotidem David; Bery, Andy Anderson; Akingboye, Adedibu Sunny; Ekanem, Kufre Richard; Moses, Erukaa; Purohit, Sanju (2025) Subsurface Lithological Characterization Via Machine Learning-assisted Electrical Resistivity and SPT-N Modeling: A Case Study from Sabah, Malaysia. Earth Systems and Environment, 9 (3). doi:10.1007/s41748-024-00516-8 | ||
Plain Text | Dick, Mbuotidem David; Bery, Andy Anderson; Akingboye, Adedibu Sunny; Ekanem, Kufre Richard; Moses, Erukaa; Purohit, Sanju (2025) Subsurface Lithological Characterization Via Machine Learning-assisted Electrical Resistivity and SPT-N Modeling: A Case Study from Sabah, Malaysia. Earth Systems and Environment, 9 (3). doi:10.1007/s41748-024-00516-8 | ||
In | (2025, September) Earth Systems and Environment Vol. 9 (3). Springer Science and Business Media LLC |
References Listed
These are the references the publisher has listed as being connected to the article. Please check the article itself for the full list of references which may differ. Not all references are currently linkable within the Digital Library.
Not Yet Imported: - journal-article : 10.26480/esmy.02.2020.140.145 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
![]() | |
Not Yet Imported: Geofizika - journal-article : 10.15233/gfz.2022.39.17 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
Not Yet Imported: - journal-article : 10.1007/s11600-023-01049-w If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | Akingboye, Adedibu Sunny, Bery, Andy Anderson, Aminu, Muslim Babatunde, Dick, Mbuotidem David, Bala, Gabriel Abraham, Ale, Temitayo Olamide (2024) Surface–subsurface characterization via interfaced geophysical–geotechnical and optimized regression modeling. Modeling Earth Systems and Environment, 10 (4). doi:10.1007/s40808-024-02054-8 |
![]() | Akip Tan, S N Mohd, Md Dan, M F, Tonnizam, M Edy, Saad, R, Madun, A, Hazreek, Z A M (2018) Interpretation of 2D Resistivity with Engineering Characterisation of Subsurface Exploration in Nusajaya Johor, Malaysia. Journal of Physics: Conference Series, 995. 12078pp. doi:10.1088/1742-6596/995/1/012078 |
![]() | Akip Tan, S N Mohd, Tonnizam, M Edy, Saad, R, Md Dan, M F, Nordiana, M M, Hazreek, Z A M, Madun, A (2018) Correlation of Resistivity Value with Geotechnical N-Value of Sedimentary Area in Nusajaya, Johor, Malaysia. Journal of Physics: Conference Series, 995. 12079pp. doi:10.1088/1742-6596/995/1/012079 |
![]() | Alam, Mehtab, Aaqib, Muhammad, Sadiq, Shamsher, Mandokhail, Saeedullah Jan, Adeel, Muhammad Bilal, Maqsood-ur-Rehman, , Kakar, Nawaz Ali (2018) Empirical SPT-CPT correlation for soils from Lahore, Pakistan. IOP Conference Series: Materials Science and Engineering, 414. 12015pp. doi:10.1088/1757-899x/414/1/012015 |
![]() | |
Not Yet Imported: SN Applied Sciences - journal-article : 10.1007/s42452-020-2967-x If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Ashnor M (2016) Predicting Standard Penetration Test (SPT-N) Value from Electrical Resistivity Result | |
Not Yet Imported: - book-chapter : 10.1007/698_2017_210 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9783319942827 | |
Not Yet Imported: - posted-content : 10.21203/rs.3.rs-3588974/v1 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - journal-article : 10.17576/jsm-2022-5102-07 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
![]() | Bello, Abdulsalam, Muztaza, Nordiana Mohd, Abir, Ismail Ahmad, Zakaria, Muhammad Taqiuddin, Bello, Jabir (2022) Geophysical performance of subsurface characterization for site suitability in construction purpose. Physics and Chemistry of the Earth, Parts A/B/C, 128. 103296 doi:10.1016/j.pce.2022.103296 |
Bholowalia P, Kumar A (2014) EBK-Means: a clustering technique based on elbow method and K-Means in WSN. Int J Comput Appl 105(9):975–8887. https://doi.org/10.5120/18405-9674 | |
Not Yet Imported: - journal-article : 10.4133/jeeg4.2.123 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
![]() | |
![]() | |
![]() | |
![]() | |
Not Yet Imported: - journal-article : 10.3390/mi12040381 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
Not Yet Imported: Glaciers - book-chapter : 10.1017/CBO9780511807602.016 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
DĂaz-RodrĂguez JA (2003) Characterization and engineering properties of Mexico City lacustrine soils. Proceedings of the International Workshop on Characterisation and Engineering Properties of Natural Soils, February, 725–755 | |
![]() | Dick, Mbuotidem David, Bery, Andy Anderson, Okonna, Nsidibe Ndarake, Ekanem, Kufre Richard, Bashir, Yasir, Akingboye, Adedibu Sunny (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 doi:10.1007/s12145-024-01303-9 |
![]() | |
![]() | |
Not Yet Imported: - journal-article : 10.1186/s10033-021-00613-z If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - journal-article : 10.2307/2532178 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - book : 10.1007/978-981-10-3650-7 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9789811036491 | |
![]() | |
Not Yet Imported: Environmental Challenges - journal-article : 10.1016/j.envc.2021.100220 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - journal-article : 10.1016/j.tust.2023.105020 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
![]() | |
![]() | |
![]() | |
Not Yet Imported: Indian Geotechnical Journal - journal-article : 10.1007/s40098-020-00492-6 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
Not Yet Imported: - journal-article : 10.1504/IJETM.2010.034297 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
Not Yet Imported: - journal-article : 10.1109/ACCESS.2021.3083175 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
Not Yet Imported: - journal-article : 10.1515/jogs-2017-0010 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - journal-article : 10.1007/s10708-021-10502-6 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
Not Yet Imported: - posted-content : 10.20944/preprints202310.0495.v1 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
![]() | |
Kodinariya TM, Makwana PR (2013) Review on determining of cluster in K-means. Int J Adv Res Comput Sci Manage Stud 1(6):90–95. https://www.researchgate.net/publication/313554124 | |
Leong KM (1999) Geological Setting of Sabah. In Petroleum Geology and Resources of Malaysia (pp. 475–497) | |
Leroueil S, Hight DW (2003) Behaviour and properties of natural soils and soft rocks. Charact Eng Prop Nat Soils 1:29–254 | |
![]() | |
![]() | |
![]() | |
![]() | Lin, Daming, Lou, Feng, Yuan, Renmao, Shang, Yanjun, Zhao, Yun, MA, Jilei, Zhang, Lan, Li, Kun, Bao, Weixing (2017) Rock mass characterization for shallow granite by integrating rock core indices and seismic velocity. International Journal of Rock Mechanics and Mining Sciences, 93. 130-137 doi:10.1016/j.ijrmms.2016.08.007 |
Loke MH (2002) Rapid 2D resistivity forward modelling using the finite-difference and finite-element methods. In International immunology (Vol. 25, Issue 6) | |
Loke MH (2015) 2-D and 3-D electrical imaging surveys. Tutorial, May, 51–52 | |
![]() | |
![]() | |
Not Yet Imported: - book-chapter : 10.1201/noe0415426916.ch11 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9780415426916 | |
![]() | Long, Michael, Donohue, Shane, L’Heureux, Jean-Sebastien, Solberg, Inger-Lise, Rønning, Jan Steinar, Limacher, Romaric, O’Connor, Peter, Sauvin, Guillaume, Rømoen, Magnus, Lecomte, Isabelle (2012) Relationship between electrical resistivity and basic geotechnical parameters for marine clays. Canadian Geotechnical Journal, 49 (10). 1158-1168 doi:10.1139/t2012-080 |
![]() | |
Not Yet Imported: - journal-article : 10.1016/j.geogeo.2022.100038 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Marshland S (2015) Machine learning: an algorithm perspective. Boca Raton, FL: CRC | |
Not Yet Imported: Dictionary Geotechnical Engineering/Wörterbuch GeoTechnik - book-chapter : 10.1007/978-3-642-41714-6_198742 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
Not Yet Imported: - journal-article : 10.1016/j.soildyn.2019.04.005 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | Morley, Robert J., Hasan, Sanatul Salwa, Morley, Harsanti P., Jais, Jaizan Hardi M., Mansor, Amiruddin, Aripin, M. Raziken, Nordin, M. Hafiz, Rohaizar, M. Helmi (2021) Sequence biostratigraphic framework for the Oligocene to Pliocene of Malaysia: High-frequency depositional cycles driven by polar glaciation. Palaeogeography, Palaeoclimatology, Palaeoecology, 561. 110058pp. doi:10.1016/j.palaeo.2020.110058 |
Nasha RK, Anderson BA, Suresh N, Havela DN, Nordiana MM, Azwin IN, Mokhtar SM, Kiu YC, Yaakub O, Syahida NRN, Syahindah MAN, Idzwan SS, Karamah MSS (2020) Near surface characterization using electrical resistivity imaging for archaeological monument site at bukit choras, Kedah, Malaysia. J Sustain Sci Manage 15(2):56–65 | |
Not Yet Imported: - journal-article : 10.1016/j.matpr.2022.07.333 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: Geotechnical Investigations and Improvement of Ground Conditions - book-chapter : 10.1016/B978-0-12-817048-9.00001-9 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Patidar AK (2024) An overview of the application of GPR Technology in Geotechnical and Geological Research: examples from Gujarat, Western India. Indian Geotech J. https://doi.org/10.1007/s40098-024-00979-6 | |
Not Yet Imported: Algorithms for Intelligent Systems - book-chapter : 10.1007/978-981-99-1620-7_18 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9789819916191 | |
![]() | |
Not Yet Imported: - journal-article : 10.1016/j.wasman.2022.12.015 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | Puttiwongrak, Avirut, Keo, Solina, Vann, Sakanann, Arpornthip, Tanwa, Suteerasak, Thongchai, Sukontasukkul, Piti (2023) Geological and Climatic Factors Affecting the Correlation between Electrical Resistivity and SPT N-Value in Sandy Soils of Phuket, Thailand. Geosciences, 13 (6) 185 doi:10.3390/geosciences13060185 |
Not Yet Imported: - journal-article : 10.1016/j.rser.2019.109628 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - book : 10.17226/25379 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9780309489478 | |
![]() | |
![]() | |
![]() | |
![]() | |
Saad R, Mokhtar Saidin M, Muztaza NM, Ismail NA, Ismail NEH, Bery AA, Mohamad ET (2011) Subsurface study using 2-D resistivity imaging method for meteorite impact at Bukit Bunuh, Perak. Electron J Geotech Eng 16 QJanuary:1507–1513 | |
![]() | |
![]() | |
![]() | |
![]() | |
![]() | |
![]() | |
![]() | |
Sumiran K (2018) An overview of Data Mining techniques and their application in Industrial Engineering. Asian J Appl Sci Technol (AJAST) 2(2):947–953 www.ajast.net | |
![]() | |
![]() | Thokchom, Sarda, Rastogi, B. K., Dogra, N. N., Pancholi, Vasu, Sairam, B., Bhattacharya, Falguni, Patel, Vandana (2017) Empirical correlation of SPT blow counts versus shear wave velocity for different types of soils in Dholera, Western India. Natural Hazards, 86. 1291-1306 doi:10.1007/s11069-017-2744-3 |
![]() | |
![]() | Tucker, Stacey E., Briaud, Jean-Louis, Hurlebaus, Stefan, Everett, Mark E., Arjwech, Rungroj (2015) Electrical Resistivity and Induced Polarization Imaging for Unknown Bridge Foundations. Journal of Geotechnical and Geoenvironmental Engineering, 141 (5). 4015008pp. doi:10.1061/(asce)gt.1943-5606.0001268 |
Not Yet Imported: Journal of Statistical Computation and Simulation - journal-article : 10.1080/0094965031000136012 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: Neuromethods - book : 10.1007/978-1-0716-3195-9 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9781071631942 | |
Not Yet Imported: - book-chapter : 10.1007/978-3-030-27367-5_2 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9783030273668 | |
![]() | Zeng, Zhixiong, Kong, Lingwei, Wang, Min, Sayem, Hossain Md. (2018) Assessment of engineering behaviour of an intensely weathered swelling mudstone under full range of seasonal variation and the relationships among measured parameters. Canadian Geotechnical Journal, 55 (12). 1837-1849 doi:10.1139/cgj-2017-0582 |
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