Topic Editors

1. Institute of Oceanography and Environment (INOS), Universiti Malaysia Terengganu (UMT), Kuala Nerus 21030, Terengganu, Malaysia
2. Geoscience and Digital Earth Centre (INSTeG), Research Institute for Sustainable Environment, Universiti Teknologi Malaysia, Johor Bahru 81310, Malaysia
Geoscience and Digital Earth Centre (INSTeG), Research Institute for Sustainable Environment, Universiti Teknologi Malaysia, Johor Bahru, Skudai 81310, Malaysia
Dr. Shojaeddin Niroomand
Department of Geology, University of Tehran, 16th Azar St., Enghelab Sq., Tehran, Iran
Institute of Geosciences, University of Kiel, 24118 Kiel, Germany
Dr. Jong Kuk Hong
Korea Polar Research Institute, Incheon, Republic of Korea
Prof. Dr. Hojjatollah Ranjbar
Department of Mining Engineering, Shahid Bahonar University of Kermān, Kerman 76169-14111, Iran

Future Trends in Mapping Potential Zones of Critical Minerals Using Advanced Imagery Techniques

Abstract submission deadline
31 August 2025
Manuscript submission deadline
31 October 2025
Viewed by
326

Topic Information

Dear Colleagues,

Demand for critical minerals is growing rapidly (tripling by 2030 and quadrupling by 2040) as they are essential components for clean energy technologies. Rare earth elements (e.g., Nd, Pr, Dy and Tb), which are used in the magnets of electric motors and wind turbine generators, are critical. Cobalt (Co), lithium (Li) and graphite are considered critical due to their wider use in various battery chemistries and the rapid growth of the electric vehicle industry. Platinum group metals, e.g., Pr and Ir, which are used in hydrogen electrolyzers, are critical as hydrogen technologies increasingly aim to achieve net zero carbon emissions. Gallium (Ga) remains important due to its use in light-emitting diodes (LEDs), in the manufacture of magnets and in semiconductors. Aluminum (Al), copper (Cu), nickel (Ni) and silicon (Si) will increase from non-critical to almost critical in the medium term due to their importance for electrification. Electrical steel is almost critical due to its use in transformers for the power grid and in electric motors in electric vehicles. Therefore, innovative and cost-effective techniques are needed to map and locate potential areas with new primary resources of critical minerals in the coming future. Earth observation using advanced remote sensing imagery is the only technique with large spatial coverage to explore new future deposits of critical minerals on a regional to global scale. The fusion, analysis and selection of multidisciplinary geoscientific information layers from remote sensing, geophysical, geochemical and geological datasets using machine learning algorithms and geostatistical techniques is an important phase towards the accurate exploration of critical minerals and the generation of probability maps. The main objective of this topic is to focus on advanced imaging techniques, e.g., drone- and air-borne sensors, as well as ideas for merging data from different sources to locate and explore new future deposits of critical minerals on a regional to global scale. The focus is on the increasing integration of advanced multi-sensor technologies and methods in conjunction with more intensive mineral exploration techniques and mineral prospectivity mapping (MPM). Multidisciplinary, innovative mineral exploration studies that draw on a variety of datasets, algorithms, field and laboratory techniques and cover different research aspects of critical mineral exploration are highly valued and welcome.

Dr. Amin Beiranvand Pour
Prof. Dr. Mazlan Hashim
Dr. Shojaeddin Niroomand
Prof. Dr. Basem Zoheir
Dr. Jong Kuk Hong
Prof. Dr. Hojjatollah Ranjbar
Topic Editors

Keywords

  • critical minerals
  • remote sensing
  • earth observations
  • REE
  • PGE
  • mineral prospectivity mapping (MPM)
  • multispectral and hyperspectral remote sensing data
  • geochemical exploration
  • geo-statistical algorithms
  • deep learning techniques
  • thermal proximal
  • drone- and air-borne sensors
  • probability maps

Participating Journals

Journal Name Impact Factor CiteScore Launched Year First Decision (median) APC
Geosciences
geosciences
2.4 5.3 2011 26.2 Days CHF 1800 Submit
Minerals
minerals
2.2 4.1 2011 18 Days CHF 2400 Submit
Geomatics
geomatics
- - 2021 21.8 Days CHF 1000 Submit

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