Ultra-violet, visible, near-infrared, and mid-infrared diffuse reflectance spectroscopic techniques to predict several soil properties

Australian Journal of Soil Research

Volumn 43, Issue 6, 2005, Pages 713-721

  Pirie, Adam ^a   Singh, Balwant ^a   Islam, Kamrunnahar ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

Author keywords

Non destructive technique; Reflectance spectroscopy; Soil testing

Indexed keywords

CARBON; INFRARED SPECTROSCOPY; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS; SOIL TESTING; SOILS; SPECTROSCOPIC ANALYSIS;

NON-DESTRUCTIVE TECHNIQUES; PRINCIPAL COMPONENT REGRESSION ANALYSIS (PCR); REFLECTANCE SPECTROSCOPY; SOIL PROPERTIES;

ULTRAVIOLET SPECTROSCOPY;

INFRARED SPECTROSCOPY; NONDESTRUCTIVE TESTING; SOIL PROPERTY;

EID: 27644537012     PISSN: 00049573     EISSN: None     Source Type: Journal    
DOI: 10.1071/SR04182     Document Type: Article

References (36)

1. Atkinson AC (1985) 'Plots, transformations and regressions.' (Oxford University Press: New York)
2. Batten GD (1998) Plant analysis using near infrared reflectance spectroscopy: the potential and the limitations. Australian Journal of Experimental Agriculture 38, 697-706. doi: 10.1071/EA97146
3. 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, 364-372.
4. Bertrand I, Janik LJ, Holloway RE, Armstrong RD, McLaughlin MJ (2002) The rapid assessment of concentrations and solid phase associations of macro- and micronutrients in alkaline soils by mid-infrared diffuse reflectance spectroscopy. Australian Journal of Soil Research 40, 1339-1356. doi: 10.1071/SR01104
5. Bouma J, Stoorvogel J, Van Alphen BJ, Booltink HWG (1999) Pedology, precision agriculture, and the changing paradigm of agricultural research. Soil Science Society of America Journal 63, 1763-1768.
6. Chang C-W, Laird DA, Mausbach MJ, Hurburgh CR Jr (2001) Near-infrared reflectance spectroscopy-principal components regression analysis of soil properties. Soil Science Society of America Journal 65, 480-490.
7. Dalal RC, Henry RJ (1986) Simultaneous determination of measure, organic carbon, and total nitrogen by near infrared spectrophotometry. Soil Science Society of America Journal 50, 120-123.
8. Dardenne P, Sinnaeve G, Baeten V (2000) Multivariate calibration and chemometrics for near infrared spectroscopy: which method. Journal of Near Infrared Spectroscopy 8, 229-237.
9. Dunn BW, Beecher HG, Batten GD, Ciavella S (2002) The potential of near-infrared reflectance for soil analysis - a case study from the Riverine Plain of south-eastern Australia. Australian Journal of Soil Research 42, 607-614.
10. Eshani MR, Upadhyaya SK, Fawcett WR, Protsailo LV, Slaughter D (2001) Feasibilty of detecting soil nitrate content using a mid-infrared technique. Transactions of the American Society of Agricultural Engineers 44, 1931-1940.
11. Farmer VC (1974) The layer silicates. In 'The infrared spectra of minerals'. (Ed. VC Framer) pp. 331-365. (Mineralogical Society: London)
12. Frost RL, Oliver BL, Huada R, Kloprogge JT (2001) Near-infrared and mid-infrared spectroscopic study of sepiolites and palygorskites. Vibrational Spectroscopy 27, 1-13. doi: 10.1016/S0924-2031(01)00110-2
13. Gee GW, Bauder JW (1986) Particle size analysis. In 'Methods of soil analysis'. (Ed. A Klute) pp. 383-411. (American Society of Agronomy: Madison, WI)
14. van Groenigen JW, Mutters CS, Horwath WR, Kessel CV (2003) NIR and DRIFT-MIR spectrometry of soils for predicting soil and crop parameters in a flooded field. Plant and Soil 250, 155-165. doi: 10.1023/A:1022893520315
15. Haberhauer G, Rafferty B, Strebl F, Gerzabek MH (1998) Comparison of the forest soil litter derived from three different sites at various decompositional stages using FTIR spectroscopy. Geoderma 83, 331-342. doi: 10.1016/S0016- 7061(98)00008-1
16. Hunt GR (1980) Spectroscopic properties of rocks and minerals. In 'Handbook of physical properties of rocks'. (Ed. CR Stewart) pp. 295-385. (CRC Press: Boca Raton, FL)
17. Isbell RF (1996) 'The Australian Soil Classification.' (CSIRO Publishing: Melbourne, Vic.)
18. Islam K, Singh B, McBratney A (2003) Simultaneous estimation of several soil properties by ultra-violet, visible, and near-infrared spectroscopy. Australian Journal of Soil Research 41, 1101-1114.
19. Islam K, Singh B, Schwenke G, McBratney A (2004a) Evaluation of Vertosol soil fertility using ultra-violet, visible and near-infrared reflectance spectroscopy. In 'Proceedings of Supersoil 2004, The 3rd Australian New Zealand Soils Conference'. University of Sydney, Australia, 5-9 December 2004. (Ed. B Singh) (CD-Rom)
20. Islam K, Singh B, McBratney A (2004b) Estimation of soil colour from visible reflectance spectra. In 'Proceedings of Supersoil 2004, The 3rd Australian New Zealand Soils Conference'. University of Sydney, Australia, 5-9 December 2004. (Ed. B Singh) (CD-Rom)
21. Janik LJ, Skjemstad JO (1995) Characterization and analysis of soils using mid-infrared partial least squares. II. Correlations with some laboratory data. Australian Journal of Soil Research 33, 637-650. doi: 10.1071/SR9950637
22. Janik LJ, Skjemstad JO, Raven MD (1995) Characterization and analysis of soils using mid-infrared partial least squares. I. Correlations with XRF-determined major element composition Australian Journal of Soil Research 33, 621-636.
23. Janik LJ, Merry RH, Skjemstad JO (1998) Can mid infrared diffuse reflectance analysis replace soil extractions? Australian Journal of Experimental Agriculture 38, 681-696. doi: 10.1071/EA97144
24. Malley DF, Yesmin L, Wray D, Edwards S (1999) Application of near-infrared spectroscopy in analysis of soil mineral nutrients. Communications in Soil Science and Plant Analysis 30, 999-1012.
25. Martens H, Naes T (1996) 'Multivariate calibration.' (John Wiley and Sons: Chichester, UK)
26. McCarty G, Reeves JB, Follett RF, Kimble JM (2002) Mid-Infrared and near-infrared diffuse reflectance spectroscopy for soil carbon measurement. Soil Science Society of America Journal 66, 640-646.
27. McCleod S (1973) Studies on wet oxidation procedures for the determination of organic carbon in soil. In 'Notes on soil techniques'. pp. 73-79. (CSIRO Division of Soils: Melbourne, Vic.)
28. Morra MJ, Hall MH, Freeborn LL (1991) Carbon and nitrogen analysis of soil fractions using near-infrared reflectance spectroscopy. Soil Science Society of America Journal 55, 288-291.
29. Rayment GE, Higginson FR (1992) 'Australian laboratory handbook of soil and water chemical methods.' (Inkata Press: Melbourne, Vic.)
30. Reeves JB, McCarty GW, Reeves VB (2001) Mid-infrared diffuse reflectance spectroscopy for the quantitative analysis of agricultural soils. Journal of Agricultural and Food Chemistry 49, 766-772. doi: 10.1021/jf0011283
31. SAS (2002) 'Statistics and graphics guide: JMP version 5.0.' (SAS Institute: Cary, NC)
32. Savitzky A, Golay MJ (1964) Smoothing and differentiation of data by simplified least squares procedure. Analytical Chemistry 36, 1627-1639. doi: 10.1021/ac60214a047
33. Schwertmann U, Taylor RM (1989) Iron oxides. In 'Minerals in soil environments'. (Eds JB Dixon, SB Weed) pp. 379-438. (Soil Science Society of America: Madison, WI)
34. Shepherd KD, Walsh MG (2002) Development of spectral libraries for characterization of soil properties. Soil Science Society of America Journal 66, 988-998.
35. Starr C, Morgan AG, Smith DB (1981) Analysis of near-infrared analysis in some plant breeding programmes. Journal of Agricultural Science 97, 107-111.
36. Workman JJ (1992) NIR spectroscopy calibration basics. In 'Handbook of near-infrared analysis'. (Eds DA Burns, EW Ciurczak) pp. 247-280. (Marcel Dekker, Inc.: New York)