2006
DOI: 10.1016/j.geoderma.2005.03.007
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Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties

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Cited by 1,702 publications
(1,244 citation statements)
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References 28 publications
(15 reference statements)
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“…Even though the two classifications yielded different results, both of them describe very similar main tendencies, consequently total reflectance spectra can be comparable with findings based on the series of physico-chemical measurements. There has been a wealth of studies to identify special wavelengths within reflectance spectra suitable for tracing certain soil components such as iron and clay minerals , SOC (Minasny et al, 2011;Viscarra et al, 2006) and SIC (Ge et al, 2014). Nevertheless, because of the polydispersal nature of the system, soils can only be described on the basis of a wider spectrum that can reflect to the interactions.…”
Section: Data Evaluation Techniques Appliedmentioning
confidence: 99%
See 1 more Smart Citation
“…Even though the two classifications yielded different results, both of them describe very similar main tendencies, consequently total reflectance spectra can be comparable with findings based on the series of physico-chemical measurements. There has been a wealth of studies to identify special wavelengths within reflectance spectra suitable for tracing certain soil components such as iron and clay minerals , SOC (Minasny et al, 2011;Viscarra et al, 2006) and SIC (Ge et al, 2014). Nevertheless, because of the polydispersal nature of the system, soils can only be described on the basis of a wider spectrum that can reflect to the interactions.…”
Section: Data Evaluation Techniques Appliedmentioning
confidence: 99%
“…This method is applicable only to establish the soil surface parameters (Gomez et al, 2008). Diffuse reflectance is a suitable method for the study of buried horizons as well (Viscarra Rossel et al, 2006). The UV-VIS-NIR spectra (200-2500 nm wavelength) include all the information on the soil material, the measurement being simple and inexpensive.…”
mentioning
confidence: 99%
“…Spectral preprocessing techniques that have been applied include (but not limited to) the following: (1) averaging replicate spectra, (2) maximum normalisation, (3) fitting a weighted (inverse measurement variance) smoothing spline to each spectra with direct extraction of smoothed reflectance, (4) use of first and second derivatives of the original spectra, (5) individually combining the resulting average reflectance with the first-and second-derivatives, (6) multiplicative and extended multiplicative scatter correction, (7) Savitzky-Golay, and (8) standard normal variate Dematte et al, 2004;Viscarra-Rossel et al, 2006b;Westad et al, 2008;Yu et al, 2008;Sundaram et al, 2010;Chen et al, 2010;Kuang and Mouazen, 2011). Alternatively, variableselection techniques, which minimize the number of simultaneous variables to be used in modelling, have also been applied in this regard.…”
Section: Chemometrics and Nir Spectroscopymentioning
confidence: 99%
“…In the vis region, iron oxides have spectral absorption features around 500 nm (Ben-Dor et al, 1999) due to bending modes of R-OH (where R is a metallic ion such as Al, Fe, Mn, or Si) (Viscarra Rossel et al, 2006b). In the NIR band, water absorption features are observed around 950, 1450 and 1950 nm due to O-H stretch vibration mode of O-H functional group (Whalley and Stafford, 1992).…”
Section: Environmental Pollution Monitoring and Controlmentioning
confidence: 99%
“…Another potential field of application for hyperspectral imaging is soil analysis ( [21][22][23][24][25][26]). …”
Section: Introductionmentioning
confidence: 99%