Amin Beiranvand Pour is an internationally recognized academic and research leader in remote sensing, geospatial science, and data-driven mineral systems analysis, with a sustained record of high-impact research at the interface of Earth observation, artificial intelligence, and sustainable resource exploration. He is currently a professor and has held senior research appointments at institutions across the Asia-Pacific and in mineral exploration research, reflecting a strong global research footprint. He has been consistently ranked among the World’s Top 2% Scientists (Stanford University, 2018–2026). He is one of the most highly cited researchers worldwide in geological remote sensing and mineral exploration. He is ranked as the #1 national scientist in Earth Sciences in Malaysia for the years 2023 to 2026. His work is widely recognized for advancing multispectral, hyperspectral, and synthetic aperture radar Earth observation analytics, including the integration of machine learning and deep learning approaches to map lithological units, structural features, and hydrothermal alteration minerals associated with diverse ore mineralization systems in complex, data-limited environments. His work has contributed directly to improved critical mineral targeting, sustainable exploration strategies, and environmental monitoring, aligning strongly with sustainability, climate, and resources. Dr. Mohammad Parsa is an exploration geologist with expertise in exploration geochemistry and GIS-based mineral prospectivity mapping. He received his Ph.D. in mineral exploration Engineering from the Amirkabir University of Technology in 2018. Currently, he is working as a postdoc fellow for the University of New Brunswick, Canada. He has published about 20 peer-reviewed papers in the fields of geochemistry and mineral exploration. He also has reviewed many peer-reviewed publications for prestigious journals. Currently, he is serving as the guest editor for some special issues, including special issues in the Journal of Geochemical Exploration, Minerals, and Mining. Dr. Ahmed M. Eldosouky is a doctor (Ph.D.) in theoretical and applied geophysics in the Geology Department, Suez University, currently. He was the head of Dababiya Protectorate, Nature Conservation Sector, Egyptian Environmental Affairs Agency (E.E.A.A.) From 2012 to 2016. He earned B.Sc. and M.Sc. in geophysics from South Valley University, Egypt. He received his Ph.D. in geophysics and remote sensing with a specialty in using geophysics for mineral exploration from South Valley University, Egypt in 2017. He was team Leader of many geophysical projects concerns with introducing new and novel methods for edge detection of potential field data, solid earth geophysics and using geophysics and satellite remote sensing data in mineral exploration. Dr. Ahmed M. Eldosouky is one of the most active researchers in the field of theoretical and applied geophysics and mineral exploration. Dr. Ahmed M. Eldosouky has published over 30 research papers and contributed to many book chapters. He has reviewed many peer-reviewed papers for prestigious journals.

• 1. Introduction to mineral exploration2. Remote sensing for mineral exploration3. The GIS toolbox for mineral exploration4. Processing and interpretation of geochemical data for mineral exploration5. Geophysical data for mineral exploration6. Geological data for mineral exploration7. Artificial intelligence and mineral exploration

"This useful book provides an overview of the key techniques that are essential parts of the modern exploration toolkit. It is intended for both geoscientists involved in mineral exploration and the data processing specialists who support them.... [It's] written for practitioners, assuming a considerable background in relevant aspects of geology and mineralogy, and often uses specialized terms and acronyms. The scope is global, as there are contributions from 26 authors, representing academic institutions in eight countries. The editors have done an excellent job in maintaining a uniform style and layout throughout. The high quality of the graphics deserves mention (there are 140 figures, and most are in color). Each chapter has extensive references, with more than 1400 in all. Despite the limited coverage of several topics, this book should be a valuable reference for anyone actively working in mineral exploration." — William R. Green, The Leading Edge, August 2024

Amin Beiranvand Pour is an internationally recognized academic and research leader in remote sensing, geospatial science, and data-driven mineral systems analysis, with a sustained record of high-impact research at the interface of Earth observation, artificial intelligence, and sustainable resource exploration. He is currently a professor and has held senior research appointments at institutions across the Asia-Pacific and in mineral exploration research, reflecting a strong global research footprint. He has been consistently ranked among the World’s Top 2% Scientists (Stanford University, 2018–2026). He is one of the most highly cited researchers worldwide in geological remote sensing and mineral exploration. He is ranked as the #1 national scientist in Earth Sciences in Malaysia for the years 2023 to 2026. His work is widely recognized for advancing multispectral, hyperspectral, and synthetic aperture radar Earth observation analytics, including the integration of machine learning and deep learning approaches to map lithological units, structural features, and hydrothermal alteration minerals associated with diverse ore mineralization systems in complex, data-limited environments. His work has contributed directly to improved critical mineral targeting, sustainable exploration strategies, and environmental monitoring, aligning strongly with sustainability, climate, and resources. Dr. Mohammad Parsa is an exploration geologist with expertise in exploration geochemistry and GIS-based mineral prospectivity mapping. He received his Ph.D. in mineral exploration Engineering from the Amirkabir University of Technology in 2018. Currently, he is working as a postdoc fellow for the University of New Brunswick, Canada. He has published about 20 peer-reviewed papers in the fields of geochemistry and mineral exploration. He also has reviewed many peer-reviewed publications for prestigious journals. Currently, he is serving as the guest editor for some special issues, including special issues in the Journal of Geochemical Exploration, Minerals, and Mining. Dr. Ahmed M. Eldosouky is a doctor (Ph.D.) in theoretical and applied geophysics in the Geology Department, Suez University, currently. He was the head of Dababiya Protectorate, Nature Conservation Sector, Egyptian Environmental Affairs Agency (E.E.A.A.) From 2012 to 2016. He earned B.Sc. and M.Sc. in geophysics from South Valley University, Egypt. He received his Ph.D. in geophysics and remote sensing with a specialty in using geophysics for mineral exploration from South Valley University, Egypt in 2017. He was team Leader of many geophysical projects concerns with introducing new and novel methods for edge detection of potential field data, solid earth geophysics and using geophysics and satellite remote sensing data in mineral exploration. Dr. Ahmed M. Eldosouky is one of the most active researchers in the field of theoretical and applied geophysics and mineral exploration. Dr. Ahmed M. Eldosouky has published over 30 research papers and contributed to many book chapters. He has reviewed many peer-reviewed papers for prestigious journals.

• 1. Introduction to mineral exploration2. Remote sensing for mineral exploration3. The GIS toolbox for mineral exploration4. Processing and interpretation of geochemical data for mineral exploration5. Geophysical data for mineral exploration6. Geological data for mineral exploration7. Artificial intelligence and mineral exploration

"This useful book provides an overview of the key techniques that are essential parts of the modern exploration toolkit. It is intended for both geoscientists involved in mineral exploration and the data processing specialists who support them.... [It's] written for practitioners, assuming a considerable background in relevant aspects of geology and mineralogy, and often uses specialized terms and acronyms. The scope is global, as there are contributions from 26 authors, representing academic institutions in eight countries. The editors have done an excellent job in maintaining a uniform style and layout throughout. The high quality of the graphics deserves mention (there are 140 figures, and most are in color). Each chapter has extensive references, with more than 1400 in all. Despite the limited coverage of several topics, this book should be a valuable reference for anyone actively working in mineral exploration." — William R. Green, The Leading Edge, August 2024

Amin Beiranvand Pour is an internationally recognized academic and research leader in remote sensing, geospatial science, and data-driven mineral systems analysis, with a sustained record of high-impact research at the interface of Earth observation, artificial intelligence, and sustainable resource exploration. He is currently a professor and has held senior research appointments at institutions across the Asia-Pacific and in mineral exploration research, reflecting a strong global research footprint. He has been consistently ranked among the World’s Top 2% Scientists (Stanford University, 2018–2026). He is one of the most highly cited researchers worldwide in geological remote sensing and mineral exploration. He is ranked as the #1 national scientist in Earth Sciences in Malaysia for the years 2023 to 2026. His work is widely recognized for advancing multispectral, hyperspectral, and synthetic aperture radar Earth observation analytics, including the integration of machine learning and deep learning approaches to map lithological units, structural features, and hydrothermal alteration minerals associated with diverse ore mineralization systems in complex, data-limited environments. His work has contributed directly to improved critical mineral targeting, sustainable exploration strategies, and environmental monitoring, aligning strongly with sustainability, climate, and resources. Dr. Mohammad Parsa is an exploration geologist with expertise in exploration geochemistry and GIS-based mineral prospectivity mapping. He received his Ph.D. in mineral exploration Engineering from the Amirkabir University of Technology in 2018. Currently, he is working as a postdoc fellow for the University of New Brunswick, Canada. He has published about 20 peer-reviewed papers in the fields of geochemistry and mineral exploration. He also has reviewed many peer-reviewed publications for prestigious journals. Currently, he is serving as the guest editor for some special issues, including special issues in the Journal of Geochemical Exploration, Minerals, and Mining. Dr. Ahmed M. Eldosouky is a doctor (Ph.D.) in theoretical and applied geophysics in the Geology Department, Suez University, currently. He was the head of Dababiya Protectorate, Nature Conservation Sector, Egyptian Environmental Affairs Agency (E.E.A.A.) From 2012 to 2016. He earned B.Sc. and M.Sc. in geophysics from South Valley University, Egypt. He received his Ph.D. in geophysics and remote sensing with a specialty in using geophysics for mineral exploration from South Valley University, Egypt in 2017. He was team Leader of many geophysical projects concerns with introducing new and novel methods for edge detection of potential field data, solid earth geophysics and using geophysics and satellite remote sensing data in mineral exploration. Dr. Ahmed M. Eldosouky is one of the most active researchers in the field of theoretical and applied geophysics and mineral exploration. Dr. Ahmed M. Eldosouky has published over 30 research papers and contributed to many book chapters. He has reviewed many peer-reviewed papers for prestigious journals.

• 1. Introduction to mineral exploration2. Remote sensing for mineral exploration3. The GIS toolbox for mineral exploration4. Processing and interpretation of geochemical data for mineral exploration5. Geophysical data for mineral exploration6. Geological data for mineral exploration7. Artificial intelligence and mineral exploration

"This useful book provides an overview of the key techniques that are essential parts of the modern exploration toolkit. It is intended for both geoscientists involved in mineral exploration and the data processing specialists who support them.... [It's] written for practitioners, assuming a considerable background in relevant aspects of geology and mineralogy, and often uses specialized terms and acronyms. The scope is global, as there are contributions from 26 authors, representing academic institutions in eight countries. The editors have done an excellent job in maintaining a uniform style and layout throughout. The high quality of the graphics deserves mention (there are 140 figures, and most are in color). Each chapter has extensive references, with more than 1400 in all. Despite the limited coverage of several topics, this book should be a valuable reference for anyone actively working in mineral exploration." — William R. Green, The Leading Edge, August 2024