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Application of filters in the mapping of potential gold-bearing structures using magnetic and radiometric data
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  • Published: 16 May 2026

Application of filters in the mapping of potential gold-bearing structures using magnetic and radiometric data

  • Ali B. M. Ali1,
  • Narinderjit Singh Sawaran Singh2,
  • Luma Hussain Saleh3,
  • M. Sudhakara Reddy4,
  • Badri Narayan Sahu  ORCID: orcid.org/0009-0004-0340-52975,
  • Sridharan Sundharam6,
  • Sanjeev Kumar7,
  • Aseel Smerat8,9,
  • Akmal Abilkasimov10,
  • Doniyor Jumanazarov11,12,
  • Stephen Eguba Ekwok13 &
  • …
  • Edward Augustine Thompson13 

Scientific Reports (2026) Cite this article

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Subjects

  • Environmental sciences
  • Solid Earth sciences

Abstract

This inclusive innovation study aimed to generate a high-resolution metallogenic potential map of the mineral-rich Oban Massif in southeastern Nigeria by integrating structural, lithological, and hydrothermal alteration indicators from airborne geophysical data. A comprehensive suite of high-resolution airborne magnetic and radiometric data was processed. The total magnetic intensity data (TMI) as well as grids of first and second vertical derivatives (FVD, SVD), analytic signal (ASIG), tilt angle derivative (TAD), and total horizontal derivative (THD) were subjected to the Centre for Exploration Targeting (CET) procedure to elucidate the subsurface architecture. The analysis revealed a polyphase deformation history dominated by a NE-SW structural trend, which provides critical migration pathways for mineralizing fluids. A direct spatial correlation was established between elevated magnetic intensities and anomalous potassium concentrations, delineating a prospective zone for igneous-related gold mineralization. Lithological diversity, including shales, hornfels, gneiss, schist, and granitoids, was identified. Radiometric K/Th ratios ranging from -0.5 to 1.5 %/ppm were recorded, with specific anomalous zones (exceeding the background range of 0.16–1 %/ppm) signaling potential for gold-silver, polymetallic, molybdenum, tungsten, and rare earth element deposits. Depth estimates from source parameter imaging (SPI), standard Euler deconvolution (SED), and 2-D forward modeling indicate sediment thicknesses extending to approximately 2580 m. The outcome is a new, targeted framework that moves beyond regional assessment to define specific exploration targets, thereby providing a direct tool for identifying prospective mineralization hosts within the Oban Massif.

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Funding

The authors declare that this research work and the manuscript titled “Application of enhanced filters in the mapping of metallogenic minerals using magnetic and radiometric data” received no funding or financial support from any organization, institution, or agency.

Author information

Authors and Affiliations

  1. Advanced Technical College, University of Warith Al-Anbiyaa, Karbala, Iraq

    Ali B. M. Ali

  2. Faculty of Data Science and Information Technology, INTI International University, Persiaran Perdana BBN, Putra Nilai, 71800, Nilai, Malaysia

    Narinderjit Singh Sawaran Singh

  3. Department of Anesthesia Techniques, Health and Medical Techniques College, Alnoor University, Mosul, Iraq

    Luma Hussain Saleh

  4. Department of Physics & Electronics, School of Sciences, JAIN (Deemed to be University), Bangalore, Karnataka, India

    M. Sudhakara Reddy

  5. Department of Electronics & Communication Engineering, Siksha O Anusandhan (Deemed to be University), Bhubaneswar, Odisha-751030, India

    Badri Narayan Sahu

  6. Department of Physics, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India

    Sridharan Sundharam

  7. Department of Physics, University Institute of Sciences, Chandigarh University, Mohali, Punjab, India

    Sanjeev Kumar

  8. Faculty of Educational Sciences, Al-Ahliyya Amman University, Amman, 19328, Jordan

    Aseel Smerat

  9. Department of Biosciences, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, 602105, India

    Aseel Smerat

  10. Kimyo International University in Tashkent, Shota Rustaveli str. 156, 100121, Tashkent, Uzbekistan

    Akmal Abilkasimov

  11. University of Tashkent for Applied Sciences, Str. Gavhar 1, 100149, Tashkent, Uzbekistan

    Doniyor Jumanazarov

  12. Urgench State University, Kh. Alimdjan str. 14, 220100, Urgench, Uzbekistan

    Doniyor Jumanazarov

  13. Applied Geophysics Programme, Department of Physics, University of Calabar, P.M.B. 1115, Calabar, Cross River State, Nigeria

    Stephen Eguba Ekwok & Edward Augustine Thompson

Authors
  1. Ali B. M. Ali
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  2. Narinderjit Singh Sawaran Singh
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  3. Luma Hussain Saleh
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  4. M. Sudhakara Reddy
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  5. Badri Narayan Sahu
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  6. Sridharan Sundharam
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  7. Sanjeev Kumar
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  8. Aseel Smerat
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  9. Akmal Abilkasimov
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  10. Doniyor Jumanazarov
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  11. Stephen Eguba Ekwok
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  12. Edward Augustine Thompson
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Corresponding author

Correspondence to Stephen Eguba Ekwok.

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Cite this article

Ali, A.B.M., Singh, N.S.S., Saleh, L.H. et al. Application of filters in the mapping of potential gold-bearing structures using magnetic and radiometric data. Sci Rep (2026). https://doi.org/10.1038/s41598-026-51443-9

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  • Received: 13 October 2025

  • Accepted: 28 April 2026

  • Published: 16 May 2026

  • DOI: https://doi.org/10.1038/s41598-026-51443-9

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Keywords

  • Oban massif
  • Centre for exploration targeting
  • Magnetic data
  • Radiometric data
  • Geologic structures
  • Mineral exploration
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