Articles | Volume 16, issue 11
https://doi.org/10.5194/se-16-1249-2025
https://doi.org/10.5194/se-16-1249-2025
Research article
 | 
03 Nov 2025
Research article |  | 03 Nov 2025

Hyperspectral mapping of density, porosity, stiffness, and strength in hydrothermally altered volcanic rocks

Samuel T. Thiele, Gabor Kereszturi, Michael J. Heap, Andréa de Lima Ribeiro, Akshay V. Kamath, Maia Kidd, Matías Tramontini, Marina Rosas-Carbajal, and Richard Gloaguen

Related authors

Tensorweave 1.0: interpolating geophysical tensor fields with spatial neural networks
Akshay V. Kamath, Samuel T. Thiele, Hernan Ugalde, Bill Morris, Raimon Tolosana-Delgado, Moritz Kirsch, and Richard Gloaguen
Geosci. Model Dev., 18, 7951–7968, https://doi.org/10.5194/gmd-18-7951-2025,https://doi.org/10.5194/gmd-18-7951-2025, 2025
Short summary
Multiphysics property prediction from hyperspectral drill core data
Akshay V. Kamath, Samuel T. Thiele, Moritz Kirsch, and Richard Gloaguen
Solid Earth, 16, 351–365, https://doi.org/10.5194/se-16-351-2025,https://doi.org/10.5194/se-16-351-2025, 2025
Short summary
Spectral characterisation of hydrothermal alteration associated with sediment-hosted Cu–Ag mineralisation in the central European Kupferschiefer
Léa Géring, Moritz Kirsch, Samuel Thiele, Andréa De Lima Ribeiro, Richard Gloaguen, and Jens Gutzmer
Solid Earth, 14, 463–484, https://doi.org/10.5194/se-14-463-2023,https://doi.org/10.5194/se-14-463-2023, 2023
Short summary

Cited articles

Arens, F., Coco, A., Gottsmann, J., Hickey, J., and Kilgour, G.: Multiphysics modeling of volcanic unrest at Mt. Ruapehu (New Zealand), Geochem. Geophys. Geosystems, 23, e2022GC010572, https://doi.org/10.1029/2022GC010572, 2022. 
Aubry, T. J., Farquharson, J. I., Rowell, C. R., Watt, S. F. L., Pinel, V., Beckett, F., Fasullo, J., Hopcroft, P. O., Pyle, D. M., Schmidt, A., and Sykes, J. S.: Impact of climate change on volcanic processes: current understanding and future challenges, Bull. Volcanol., 84, 58, https://doi.org/10.1007/s00445-022-01562-8, 2022. 
Bakun-Mazor, D., Ben-Ari, Y., Marco, S., and Ben-Dor, E.: Predicting mechanical properties of carbonate rocks using spectroscopy across 0.4–12 µm, Rock Mech. Rock Eng., 57, 8951–8968, https://doi.org/10.1007/s00603-024-04035-w, 2024. 
Chandrasekhar, S.: Radiative transfer, Dover Publications, New York, ISBN 978-0-486-60590-6, 1960. 
Cudahy, T., Jones, M., Thomas, M., Laukamp, C., Caccetta, M., Hewson, R., Rodger, A., and Verrall, M.: Next generation mineral mapping: Queensland airborne HyMap and satellite ASTER surveys 2006–2008, Publicly Available Rep. P2007364, Perth, 152, 2008. 
Download
Short summary
Volcanic rocks are shaped by many processes, including volcanism, chemical alteration and weathering. These processes change the rock's properties, making it difficult to predict volcanic hazards or design tunnels and mines in volcanic areas. In this study, we build on earlier research to connect unique spectral signatures that can be remotely imaged using hyperspectral cameras to the density, porosity, strength, and stiffness of volcanic rocks.
Share