Articles | Volume 34, issue 3
https://doi.org/10.5194/ejm-34-275-2022
https://doi.org/10.5194/ejm-34-275-2022
Research article
 | 
10 May 2022
Research article |  | 10 May 2022

Automatic element and mineral detection in thin sections using hyperspectral transmittance imaging microscopy (HyperTIM)

Helge L. C. Daempfling, Christian Mielke, Nicole Koellner, Melanie Lorenz, Christian Rogass, Uwe Altenberger, Daniel E. Harlov, and Michael Knoper

Related authors

A solar optical hyperspectral library of rare-earth-bearing minerals, rare-earth oxide powders, copper-bearing minerals and Apliki mine surface samples
Friederike Koerting, Nicole Koellner, Agnieszka Kuras, Nina Kristin Boesche, Christian Rogass, Christian Mielke, Kirsten Elger, and Uwe Altenberger
Earth Syst. Sci. Data, 13, 923–942, https://doi.org/10.5194/essd-13-923-2021,https://doi.org/10.5194/essd-13-923-2021, 2021
Short summary

Related subject area

Electron microscopy of minerals and rocks
Appearance, study and a possible correction for boron: a phenomenon in ultra-soft X-ray measurements using a synthetic multilayer crystal and the EPMA
Franziska Daniela Helena Wilke
Eur. J. Mineral., 35, 59–64, https://doi.org/10.5194/ejm-35-59-2023,https://doi.org/10.5194/ejm-35-59-2023, 2023
Short summary
Weathering of stannite–kësterite [Cu2(Fe,Zn)SnS4] and the environmental mobility of the released elements
Patrick Haase, Stefan Kiefer, Kilian Pollok, Petr Drahota, and Juraj Majzlan
Eur. J. Mineral., 34, 493–506, https://doi.org/10.5194/ejm-34-493-2022,https://doi.org/10.5194/ejm-34-493-2022, 2022
Short summary
The hierarchical internal structure of labradorite
Emilia Götz, Hans-Joachim Kleebe, and Ute Kolb
Eur. J. Mineral., 34, 393–410, https://doi.org/10.5194/ejm-34-393-2022,https://doi.org/10.5194/ejm-34-393-2022, 2022
Short summary
Vanadium carbides in shungite
Vladimir V. Kovalevski and Igor A. Moshnikov
Eur. J. Mineral., 34, 131–141, https://doi.org/10.5194/ejm-34-131-2022,https://doi.org/10.5194/ejm-34-131-2022, 2022
Short summary
Multi-scale characterization of glaucophane from Chiavolino (Biella, Italy): implications for international regulations on elongate mineral particles
Ruggero Vigliaturo, Sabrina M. Elkassas, Giancarlo Della Ventura, Günther J. Redhammer, Francisco Ruiz-Zepeda, Michael J. O'Shea, Goran Dražić, and Reto Gieré
Eur. J. Mineral., 33, 77–112, https://doi.org/10.5194/ejm-33-77-2021,https://doi.org/10.5194/ejm-33-77-2021, 2021

Cited articles

Andreoli, M. A. G., Smith, C. B., Watkeys, M., Moore, J. M., Ashwal, L. D., and Hart, R. J.: The geology of the Steenkampskraal monazite deposit, South Africa; implications for REE-Th-Cu mineralization in charnockite-granulite terranes, Econ. Geol., 89, 994–1016, https://doi.org/10.2113/gsecongeo.89.5.994, 1994. 
Andreoli, M. A. G., Hart, R. J., Ashwal, L. D., and Coetzee, H.: Correlations between U, Th Content and Metamorphic Grade in the Western Namaqualand Belt, South Africa, with Implications for Radioactive Heating of the Crust, J. Petrol., 47, 1095–1118, https://doi.org/10.1093/petrology/egl004, 2006. 
Basson, I. J., Muntingh, J. A., Jellicoe, B. C., and Anthonissen, C. J.: Structural interpretation of the Steenkampskraal monazite deposit, Western Cape, South Africa, J. Afr. Earth Sci., 121, 301–315, https://doi.org/10.1016/j.jafrearsci.2016.05.027, 2016. 
Bergsträsser, S., Fanourakis, D., Schmittgen, S., Cendrero-Mateo, M., Jansen, M., Scharr, H., and Rascher, U.: HyperART: non-invasive quantification of leaf traits using hyperspectral absorption-reflectance-transmittance imaging, Plant Methods, 11, 1, https://doi.org/10.1186/s13007-015-0043-0, 2015. 
Boesche, N., Rogass, C., Lubitz, C., Brell, M., Herrmann, S., Mielke, C., Tonn, S., Appelt, O., Altenberger, U., and Kaufmann, H.: Hyperspectral REE (Rare Earth Element) Mapping of Outcrops – Applications for Neodymium Detection, Remote Sens., 7, 5160–5186, https://doi.org/10.3390/rs70505160, 2015. 
Download
Short summary
In this study we present a novel method for the automatic detection of minerals and elements using hyperspectral transmittance imaging microscopy measurements of complete thin sections (HyperTIM).