Spectral characteristics of clay minerals in the 2.5–14μm wavelength region
Source abstract
Abstract
Identification and quantification of clay minerals, particularly those that are responsible for susceptibility of soils to expansion and shrinkage, is a constant focus of research in geotechnical engineering. The visible, near infrared and short wave infrared wavelength regions are well explored. However, little is understood about the spectral characteristics of such clay minerals in the wavelength longer than 2.5 μm. The objective in this study was to explore the potential of laboratory spectroscopy in the 2.5–14 μm wavelength region for characterizing clay minerals.Montmorillonite, illite and kaolinitewere investigated, for these clay minerals are key indicators of soil expansion and shrinkage potential. Characteristic absorption bands and their changes for mixtures of clay minerals were determined. Partial least squares (PLS) regressions in combination with continuum removal analyseswere used to determinewavelength regions that best discriminate differences inmineralogical contents. Spectral contrast was high in the 3–5 μm wavelength region but overall low in the 8–14 μm. The clay minerals were characterized by strong, diagnostic absorption bands.Much of the variation in compositions of themixtures was explained by the PLS models (coefficients of correlations of N0.90). Thus, spectroscopy in the 2.5–14 μm wavelength region is a useful technique for characterizing clay minerals
Source: openaire · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Geochemistry and Geologic Mapping · Soil Geostatistics and Mapping · Mineral Processing and Grinding
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (72)
Show source-provided references
1. Behavior and mineralogy changes in lime-treated expansive soil at 20°C10.1016/j.clay.2010.07.023 ↗
2. The factors controlling the expansive nature of the soils and rocks of northern Oman10.1016/S0013-7952(98)00085-4 ↗
3. Measurements of the spectral emittance of particulate minerals and some remote-sensing implications10.1016/0924-2031(91)85032-I ↗
4. Bell · 1999
5. Bourguisnon · 2007
6. Structures and mineralogy of clay minerals
7. Bruker Optik GmbH
8. CAMO Process AS · 2005
9. Use of hyperspectral images in the identification and mapping of expansive clay soils and the role of spatial resolution10.1016/S0034-4257(02)00060-3 ↗
10. Chen · 1988
11. Spectroscopy of rocks and minerals, and principles of spectroscopy
12. Reflectance spectroscopy: quantitative analysis techniques for remote sensing applications10.1029/JB089iB07p06329 ↗
13. Automatic continuum analysis of reflectance spectra
14. Hyperspectral geological remote sensing: evaluation of analytical techniques10.1080/01431169608948770 ↗
15. Effects of very fine particles on reflectance spectra of smectite and palagonitic soil10.1006/icar.1999.6221 ↗
16. Geotechnical characterization of expansive soils and their implications in ground movements in Dakar10.1007/s10064-006-0070-1 ↗
17. The layer silicates
18. The infrared spectra of layer silicates10.1016/0371-1951(64)80165-X ↗
19. The place of expansive clays in the framework of unsaturated soil mechanics10.1016/j.clay.2008.08.005 ↗
20. Fitzpatrick · 1980
21. Near-infrared and mid-infrared spectroscopic study of sepiolites and palygorskities10.1016/S0924-2031(01)00110-2 ↗
22. On automatic absorption detection for Imaging spectroscopy: a comparative study10.1109/TGRS.2007.903402 ↗
23. Spectral reflectance of carbonate minerals in the visible and near infrared (0.35–2.55 microns): calcite, aragonite, and dolomite
24. Genesis of clay minerals
25. Gillot · 1987
26. Field reflectance spectrometry for detection of swelling clays at construction sites10.1002/fact.1015 ↗
27. Continuum removal versus PLSR method for clay and calcium carbonate content estimation from laboratory and airborne hyperspectral measurements10.1016/j.geoderma.2008.09.016 ↗
28. Gray · 2002
29. Griffiths · 2007
30. Thermal infrared spectroscopy on feldspars — successes, limitations and their implications for remote sensing10.1016/j.earscirev.2010.07.005 ↗
31. Spectral signatures of particulate minerals in the visible and near infrared10.1190/1.1440721 ↗
32. I.T.T., Visual Information Solutions
33. Infrared measurements of Pristine and disturbed soils 1.Spectral contrast differences between field and laboratory data10.1016/S0034-4257(97)00166-1 ↗
34. Shrink–Swell potential of montmorillonitic soils in udic moisture regimes10.2136/sssaj1985.03615995004900010033x ↗
35. Issues of effectiveness in empirical methods for describing swelling soils10.1016/S0303-2434(03)00005-9 ↗
36. Classification of soils based on engineering indices and spectral data10.1080/0143116031000075927 ↗
37. Effectiveness of spectroscopy in identification of swelling indicator clay minerals10.1080/0143116031000084314 ↗
38. Spectral identification (1.2–2.5 μm) and characterization of Paris basin kaolinite/smectite clays using a field spectrometer
39. Mineral mapping at Cuprite, Nevada with a 63 channel imaging spectrometer
40. Use of mid-infrared spectroscopy in the diffuse-reflectance mode for the prediction of the composition of organic matter in soil and litter10.1002/jpln.200700022 ↗
41. Martens · 1989
42. Emission spectroscopy of clay minerals and evidence for poorly crystalline aluminosilicates on Mars from Thermal Emission Spectrometer data10.1029/2005JE002438 ↗
43. Mitchell · 1993
44. Geotechnical properties of Ethiopian volcanic soils10.1680/geot.1971.21.3.223 ↗
45. Hydrated silicate minerals on Mars observed by the Mars Reconnaissance Orbiter CRISM instrument10.1038/nature07097 ↗
46. Fourier Transform Infrared Spectroscopy
47. Mapping intertidal estuarine sediment grain size distributions through airborne remote sensing10.1016/S0034-4257(03)00126-3 ↗
48. Reflectance Spectra of selected phyllosilicates from 0.6 to 4.6 microns
49. Discrimination of hydrothermally altered and unaltered rocks in the visible and the near infrared multispectral images10.1190/1.1440723 ↗
50. Lithologic mapping in the Mountain Pass, California area using Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) data10.1016/S0034-4257(02)00127-X ↗
51. Emissivity of terrestrial materials in the 8–14μm atmospheric window10.1016/0034-4257(92)90092-X ↗
52. Emissivity of terrestrial materials in the 3–5μm atmospheric window10.1016/0034-4257(94)90102-3 ↗
53. Thermal-infrared remote sensing and Kirchhoff's law 1. Laboratory measurements10.1029/93JB03600 ↗
54. Stabilization of expansive soils for use in construction10.1016/j.clay.2010.12.027 ↗
55. Prediction of swelling potential for compacted clays10.1061/JSFEAQ.0000431 ↗
56. High resolution topsoil mapping using hyperspectral image and field data in multivariate regression modeling procedures10.1016/j.geoderma.2006.03.050 ↗
57. Decomposition and mineralization of organic residues predicted using near infrared spectroscopy10.1007/s11104-005-7929-y ↗
58. Engineering geological characteristics of expansive soils in China10.1016/S0013-7952(02)00145-X ↗
59. The colloidal activity of clays
60. Snethen · 1975
61. Swelling behavior of compacted fine-grained soils10.1016/S0013-7952(03)00161-3 ↗
62. Deconvolution of mineral absorption-bands — an improved approach10.1029/JB095iB05p06955 ↗
63. An Expansive soil index for predicting shrink–swell potential10.2136/sssaj2000.641268x ↗
64. Spectral Reflectance of carbonate mineral mixtures and bidirectional theory: quantitative analysis techniques for application in remote sensing10.1080/02757259509532297 ↗
65. Can we map swelling clay with remote sensing?10.1016/S0303-2434(99)85025-9 ↗
66. Analysis of spectral absorption features in hyperspectral imagery10.1016/j.jag.2003.09.001 ↗
67. Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties10.1016/j.geoderma.2005.03.007 ↗
68. In situ measurements of soil colour, mineral composition and clay content by Vis-NIR spectroscopy10.1016/j.geoderma.2009.01.025 ↗
69. In situ characterization of soil clay content with visible near-infrared diffuse reflectance spectroscopy10.2136/sssaj2006.0211 ↗
70. PLS-regression: a basic tool of chemometrics10.1016/S0169-7439(01)00155-1 ↗
71. Quantifying engineering parameters of expansive soils from their reflectance spectra10.1016/j.enggeo.2009.01.004 ↗
72. Yong · 1975