Characterization of clay minerals and Fe oxides through diffuse reflectance spectroscopy (VNIR-SWIR)

Authors

DOI:

https://doi.org/10.4995/raet.2020.13331

Keywords:

Fe oxide and clay mineralogy, diffuse reflectance, Continuum Removal, second derivative

Abstract

The mineralogical analysis was carried out through the spectral properties developed by samples of soils and sediments from the northwestern edge of the Duero Basin. The absorptions produced by the oxides and Feoxyhydroxides (mainly hematite and goethite) are located in VNIR zones (400-1200 nm), while the absorption bands that are present in the SWIR spectra (1200-2500 nm) are related to the chemical composition of clay minerals. The reflectance spectra measured in the laboratory have been normalized by using the methods of Continuum Removal (CR) and the second derivative (SD). This last method can solve the band overlapping because it quantifies subtle drops in the curve. This has allowed the absorption bands to be examined separately by measurement of their geometrical parameters. The proportion of the minerals affects the spectral response and, accordingly, the values of the parameters. Linear correlations were conducted between these values and the proportion of the different mineral phases obtained by X-ray diffraction. In the studied parameters, the correlation between the band center (BC) position in the maximum absorption around the wavelengths at 890-960 nm and the absorption feature depth at 470 nm (D470) has enabled a relative estimation of the proportion of hematite/goethite. As for the distribution of the different clay minerals, a correlation has been established between the proportion of kaolinite and the absorption bands depth at 1415 and 2210 nm, and in the absorption features near 1390 and 2160 nm, analyzed in SD.

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Author Biographies

A. Báscones, Universidad de León

Departamento de Geografía y Geología. Estudiante de Doctorado

M. Suárez, Universidad de Salamanca

Departamento de Geología. Catedrático de Universidad

M. Ferrer-Julià, Universidad de León

Departamento de Geografía y Geología. Profesor Ayudante Doctor

E. García-Meléndez, Universidad de León

Departamento de Geografía y Geología. Profesor Titular de Universidad

E. Colmenero-Hidalgo, Universidad de León

Departamento de Geografía y Geología. Profesor Contratado Doctor

A. Quirós, Universidad de León

Departamento de Matemáticas. Profesor Titular de Universidad

References

Ben-Dor, E., Banin, A. 1995. Near-infrared analysis as a rapid method to simultaneously evaluate several soil properties. Soil Science Society of America Journal, 59(2), 364-37. https://doi.org/10.2136/ sssaj1995.03615995005900020014x

Ben-Dor, E. 2002. Quantitative remote sensing of soil properties. Advances in Agronomy, 75, 173-243. https://doi.org/10.1016/S0065-2113(02)75005-0

Bishop, J.L., Lane, M.D., Dyar, M.D., Brown, A.J. 2008. Reflectance and emission spectroscopy study of four groups of phyllosilicates: smectites, kaolinite-serpentines, chlorites and micas. Clay Minerals, 43, 35- 54. https://doi.org/10.1180/claymin.2008.043.1.03

Brown, D.J., Shepherd, K.D., Walsh, M.G., Dewayne Mays, M., Reinsch, T.G. 2006. Global soil characterization with VNIR diffuse reflectance spectroscopy. Geoderma, 132, 273-290. https://doi.org/10.1016/j.geoderma.2005.04.025

Burns, R.G. 1993. Mineralogical Applications of Crystal Field Theory. Cambridge: Cambridge University Press. https://doi.org/10.1017/CBO9780511524899

Cariati, F., Erre, L., Micera, G., Piu, P., Gessa, C. 1981. Water molecules and hydroxyl groups in montmorillonites as studied by near infrared spectroscopy. Clays and Clay Minerals, 29, 157- 159. https://doi.org/10.1346/CCMN.1981.0290211

Clark, R.N., Roush, T.L. 1984. Reflectance spectroscopy: quantitative analysis techniques for remote sensing applications. Journal of Geophysical Research, 89, 6329-6340. https://doi.org/10.1029/JB089iB07p06329

Clark, R.N., King, T.V.V., Klejwa, M., Swayze, G., Vergo, N. 1990. High spectral resolution reflectance spectroscopy of minerals. Journal of. Geophysical Research, 95, 12653-12680. https://doi.org/10.1029/JB095iB08p12653

Clark, R.N. 1999. Spectroscopy of rocks and minerals and principles of spectroscopy. In Remote Sensing for the Earth Sciences: Manual of Remote Sensing, 3nd ed., Vol. 3, pp. 3-58. Ed. by A.N. Rencz, ed., John Wiley & Sons Inc.

Demetriades-Shah, T.H., Steven, M.D., Clark, J.A., 1990. High resolution derivative spectra in remote sensing. Remote Sensing of Environment, 33, 55-64. https://doi.org/10.1016/0034-4257(90)90055-Q

Dufrechou, G., Grandjean, G., Bourguignon, A. 2015. Geometrical analysis of laboratory soil spectra in the short-wave infrared domain: Clay composition and estimation of the swelling potencial. Geoderma, 243, 92-107. https://doi.org/10.1016/j.geoderma.2014.12.014

García-Meléndez, E., Ferrer-Julià, M., Bermejo, A., Suárez, M. 2004. Relación entre la respuesta espectral (visible-infrarrojo cercano) y la composición mineralógica de materiales sedimentarios del borde occidental de la Cuenca del Duero. Rev. Soc. Geol. España, 17(1-2), 39-47.

García-Rivas, J., Suárez, M., García-Romero, E., García-Meléndez, E. 2018. Identification and classification of mineralogical associations by VNIR-SWIR spectroscopy in the Tajo basin (Spain). International Journal of Applied Earth Observations and Geoinformation, 72, 57-65. https://doi.org/10.1016/j.jag.2018.05.028

González Menéndez, L., Heredia, N., Marcos, A. 2008. Mapa Geológico Digital continuo E. 1:50000, Zona Asturoccidental-Leonesa (Zona-1100). En: GEODE. Mapa Geológico Digital continuo de España, Cartografía del IGME.

Kokaly, R.F., Clark, R.N., Swayze, G.A., Livo, K.E., Hoefen, T.M., Pearson, N.C., Wise, R.A., Benzel, W.M., Lowers, H.A., Driscoll, R.L. y Klein, A.J. 2017. USGS Spectral Library Version 7. U.S. Geological Survey Data Series 1035, 61pp. https://doi.org/10.3133/ds1035

Martín Pozas, J.M. 1975. Análisis cuantitativo de fases cristalinas por DRX. En: Difracción de muestras policristalinas. Método de Debye-Scherrer, J.A. Saja, ed., I.C.E. Universidad de Valladolid.

Moore, D.M., Reynolds, R.C. 1997. X-ray diffraction and identification and analysis of clay minerals. 2nd Edition, Oxford University Press, New York.

Pérez García, L.C. 1977. Los Sedimentos Auríferos del NO de la Cuenca del Duero (Provincia de León, España) y su Prospección. Tesis Doctoral, Universidad de Oviedo.

Petit, S., Madejová, J., Decarreau, A., Martin, F. 1999. Characterization of octahedral substitutions in kaolinites using near Infrared spectroscopy. Clays and Clay Minerals, 47, 103-108. https://doi.org/10.1346/CCMN.1999.0470111

Petit, S., Decarreau, A., Martin, F., Buchetet, R. 2004. Refined relationship between the position of the fundamental OH stretching and the first overtones for clays. Phys. Chem. Minerals, 31, 585-592. https://doi.org/10.1007/s00269-004-0423-x

Riaza, A., García-Meléndez, E., Suárez, M., Hausold, A., Beisl, U., Van Der Werff, H., Pascual, L. 2004. Climate-dependent iron bearing morphological units around lake marshes (Tablas de Daimiel, Spain) using hyperspectral DAIS 7915 and ROSIS Spectrometer data. Proceedings of SPIE - the international society for optical engineering, 5239, 322-332. https://doi.org/10.1117/12.511810

Scheinost, A.C., Chavernas, A., Barrón V., Torrent, J. 1998 Use and limitations of second-derivative diffuse reflectance spectroscopy in the visible to near-infrared range to identify and quantify Fe oxide minerals in soils. Clays and Clay Minerals, 46, 528- 536. https://doi.org/10.1346/CCMN.1998.0460506

Sherman, D.M., Waite, T.D., 1985. Electronic spectra of Fe3+ oxides and oxide hydroxides in the near IR to near UV. American Mineralogist, 70, 1262-1269.

Stenberg, B., Viscarra Rossel, R.A., Mouazen, A.M., Wetterlind, J. 2010. Visible and near infrared spectroscopy in soil science. Advances in Agronomy, 107, 163-215. https://doi.org/10.1016/S0065-2113(10)07005-7

Van der Meer, F. 2004. Analysis of spectral absorption features in hyperspectral imagery. International Journal of Applied Earth Observation and Geoinformation, 5, 55-68. https://doi.org/10.1016/j.jag.2003.09.001

Villar Alonso, P., Portero Urroz, G., González Cuadra, P., García Crespo J., Nieto García, A.B., Rubio Pascual, F.J., Gómez Fernández, F., Jiménez Benayas, S. 2005. Mapa Geológico Digital continuo E. 1:50000, Zona Centroibérica. Dominio Ollo de Sapo (Zona-1300). En: GEODE. Mapa Geológico Digital continuo de España, Cartografía del IGME.

Viscarra Rossel, R.A., McGlynn, R.N., McBratney, A.B. 2006. Determining the composition of mineral-organic mixes using UV-vis-NIR diffuse reflectance spectroscopy. Geoderma, 137, 70-82. https://doi.org/10.1016/j.geoderma.2006.07.004

Viscarra Rossel, R.A., Cattle, S.R., Ortega, A., Fouad, Y. 2009. In situ measurements of soil colour, mineral composition and clay content by vis- NIR spectroscopy. Geoderma, 150, 253-266. https://doi.org/10.1016/j.geoderma.2009.01.025

Viscarra Rossel, R.A., Bui, E.N., de Caritat, P., McKenzie, N.J., 2010. Mapping iron oxides and the color of Australian soil using visible-near-infrared reflectance spectra, J. Geophys. Res., 115, F04031. https://doi.org/10.1029/2009JF001645

Published

2020-06-23

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Research articles