Reflectance spectroscopy for routine agronomic soil analyses

Soil Science

Volumn 172, Issue 6, 2007, Pages 469-485

  Cohen, Matthew ^a   Mylavarapu, Rao S ^b   Bogrekci, Ismail ^c   Lee, W S ^c   Clark, Mark W ^b  

^a UNIVERSITY OF FLORIDA   (United States)

^b UNIVERSITY OF FLORIDA   (United States)

^c GAZIOSMANPASA UNIVERSITY   (Turkey)

Author keywords

Chemometrics; Hydraulic conductivity; Near infrared spectroscopy; Soil testing; Spectral library

Indexed keywords

AGRONOMY; HYDRAULIC CONDUCTIVITY; NEAR INFRARED; PH; SOIL ANALYSIS; SOIL PROPERTY; SOIL TEST; SPECTRAL REFLECTANCE;

FLORIDA [UNITED STATES]; NORTH AMERICA; UNITED STATES;

EID: 34250765720     PISSN: 0038075X     EISSN: None     Source Type: Journal    
DOI: 10.1097/ss.0b013e31804fa202     Document Type: Article

References (28)

1. Agresti, A. 1990. Categorical Data Analysis. Wiley-Interscience, New York.
2. Beebe, K. R., R. J. Pell, and R. B. Seasholtz. 1998. Chemometrics: A Practical Guide. Wiley-Interscience, New York.
3. Ben-Dor, E., and A. Banin. 1995. Near infrared analysis (NIRA) as a rapid method to simultaneously evaluate several soil properties. Soil Sci. Soc. Am. J. 59:364-372.
4. Bogrekci, I., and W. S. Lee. 2005. Spectral phosphorus mapping using diffuse reflectance of soils and grasses. Biosyst. Eng. 91:302-312.
5. Bouchard, V., D. Gillon, R. Joffre, and J. C. Lefeuvre. 2002. Actual litter decomposition rates in salt marshes measured using near-infrared reflectance. J. Exp. Mar. Biol. Ecol. 290: 149-163.
6. Breiman, L., J. Friedman, C. J. Stone, and R. A. Olshen. 1984. Classification and Regression Trees. Chapman & Hall/CRC Press, Boca Raton, FL.
7. Brown, D. J., K. D. Shepherd, M. G. Walsh, M. D. Mays, and T. G. Reinsch. 2006. Global soil characterization with VNIR diffuse reflectance spectroscopy. Geoderma 132:274-290.
8. Castro-Esau, K. L., G. A. Sanchez-Azofeifa, and B. Rivard. 2006. Comparison of spectral indices obtained using multiple spectroradiometers. Remote Sens. Environ. 103:276-288.
9. Chang, C. W., D. A. Laird, M. J. Mausbach, and C. R. Hurburgh. 2001. Near-infrared reflectance spectroscopy - Principal components regression analyses of soil properties. Soil Sci. Soc. Am. J. 65:480-490.
10. Cohen, M. J., J. P. Prenger, and W.F. DeBusk. 2005. Visible-near infrared spectroscopy for rapid, non-destructive assessment of wetland soil quality. J. Environ. Qual. 34:1422-1434.
11. Cozzolino, D., and A. Moron. 2003. The potential of near-infrared reflectance spectroscopy to analyse soil chemical and physical characteristics. J. Agric. Sci. (Cambridge) 14:65-71.
12. Dunn, B. W., G. D. Batten, and S. Ciavarella. 2002. The potential of near-infrared reflectance spectroscopy for soil analysis - A case study from the Riverine Plain of south-eastern Australia. Aust. J. Exp. Agric. 42:607-614.
13. Fearn, T. 2000. Savitzky-Golay filters. NIR News 6:14-15.
14. Friedman, J. H. 2002. Stochastic gradient boosting. Comput. Stat. Data Anal. 38:367-378.
15. Janik, L. J., R. H. Merry, and J. O. Skjemstad. 1998. Can mid-infrared diffuse reflectance analysis replace soil extractions? Aust. J. Exp. Agric. 38:681-696.
16. Johnston, C. T., and Y. O. Aiochi. 1996. Fourier transform infrared and Raman spectroscopy. In: Methods of Soil Analysis. Part 3: Chemical Methods. J. M. Bigham (ed.). SSSA-ASA, Madison, WI, 269-321.
17. Klute, A. 1986. Water retention: Laboratory methods. In: Methods of Soil Analysis. Part 1: Physical and Mineralogical Methods. A. Klute (ed.). SSSA-ASA, Madison, WI, 635-662.
18. Kooistra, L., R. Wehrens, R. S. Leuven, and L. M. C. Buydnes. 1997. Possibilities of visible-near infrared spectroscopy for the assessment of soil contamination in river floodplains. Anal. Chem. 446:97-105.
19. Lee, W. S., J. F. Sanchez, R. S. Mylavarapu, and J. S. Choe. 2003. Evaluation of soil nutrient levels using spectroscopy. Trans. ASAE 46:1443-1453.
20. Malley, D. F., L. Lockhart, P. Wilkinson, and B. Hauser. 2000. Determination of carbon, carbonate, nitrogen and phosphorus in freshwater sediments by near-infrared reflectance spectroscopy: rapid analysis and a check on conventional analytical methods. J. Paleolimnol. 24:415-425.
21. McCarty, G. W., J. B. Reeves, V. B. Reeves, R. F. Follett, and J. M. Kimble. 2002. Mid-infrared and near infrared diffuse reflectance spectroscopy for soil carbon measurement. Soil Sci. Soc. Am. J. 66:640-646.
22. Mylavarapu, R. S. 2002. The Process of Standardized Nutrient Recommendation Development for Successful Crop Production and Environmental Protection. SL189. Soil and Water Science, Cooperative Extension Service, IFAS, p. 3.
23. Mylavarapu, R. S., and E. D. Kennelley. 2002. UF/IFAS Extension Soil Testing Laboratory Analytical Procedures and Training Manual. CIRC 1248. Soil and Water Science, Cooperative Extension Service, IFAS, p. 19.
24. Reeves, J. B., G. W. McCarty, and J. J. Meisinger. 1999. Near infrared reflectance spectroscopy for the analysis of agricultural soils. J. Near Infrared Spectrosc. 7:179-193.
25. Shepherd, K. D., and M. G. Walsh. 2002. Development of reflectance spectral libraries for characterization of soil properties. Soil Sci. Soc. Am. J. 66:988-998.
26. Shepherd, K. D., C. A. Palm, C. N. Gachengo, and B. Vanlauwe. 2003. Rapid characterization of organic resource quality for soil and livestock management in tropical agroecosystems using near-infrared spectroscopy. Agron. J. 95:1314-1322.
27. StatSoft, Inc. 2005. STATISTICA (Data Analysis Software System), Version 7.1, Tulsa, OK, (www.statsoft.com).
28. Thomasson, J. A., R. Sui, M. S. Cox, and A. Al-Rajehy. 2001. Soil reflectance sensing for determining soil properties in precision agriculture. Trans. ASAE 44:1445-1453.