Wavelet-based spectral analysis for soil nitrate content measurement

Transactions of the American Society of Agricultural Engineers

Volumn 48, Issue 6, 2005, Pages 2065-2071

  Jahn, B R ^a   Brooksby, P A ^b   Upadhyaya, S K ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF CANTERBURY   (New Zealand)

Author keywords

Mid infrared spectroscopy; Precision farming; Soil nitrate sensor

Indexed keywords

ATTENUATION; FERTILIZERS; FOURIER TRANSFORMS; NITRATES;

MID-INFRARED SPECTROSCOPY; PRECISION FARMING; SOIL NITRATE SENSORS;

SOILS;

INFRARED SPECTROSCOPY; NITRATE; SOIL NITROGEN;

FERTILIZERS; NITRATES; SOIL;

EID: 32244447015     PISSN: 00012351     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (25)

1. Adamchuk, V. I. 2003. On-the-go vehicle-based soil sensors. EC 02-178. Lincoln, Neb.: University of Nebraska, Cooperative Extension.
2. Adsett, J. F., and G. C. Zoerb. 1991. Automated field monitoring of soil nitrate levels. In Proc. 1991 Symposium: Automated Agriculture for the 21st Century, 326-335. St. Joseph, Mich.: ASAE.
3. Adsett, J. F., J. A. Thottan, and K. J. Sibley. 1999. Development of an automated on-the-go soil nitrate monitoring system. Applied Eng. in Agric. 15(4): 351-356.
4. Birrell, S. J., and J. W. Hummel. 1993. Multi-ISFET sensors for soil nitrate analysis. In Proc. Soil Specific Crop Management: A Workshop on Research and Development Issues, 349. P. C. Robert, R. H. Rust, and W. E. Larson, eds. Madison, Wisc.: ASA, CSSA, and SSSA.
5. Brooksby, P. 2002. Development of a real-time, in-situ nitrate sensor. Unpublished BARD Report, Project No. US-3155-99. Beltsville, Md.: Binational Agricultural Research and Development Fund.
6. Cho, R. K., G. Lin, and Y. K. Kwon. 1998. Nondestructive analysis for nitrogen in soils by near infrared reflectance spectroscopy. J. Near-Infrared Spectr. 6: A87-91.
7. Daubechies, I. 1992. Ten lectures on wavelets. In Regional Conference Series in Applied Mathematics, 258-259. Philadelphia, Pa.: Society for Industrial and Applied Mathematics.
8. Ehsani, M. R. 2000. An optical technique for rapid determination of nitrate-N in soil. PhD diss. Davis, Cal.: University of California, Department of Biological and Agricultural Engineering.
9. Ehsani, M. R., S. K. Upadhyaya, D. Slaughter, S. Shafii, and M. Pelletier. 1999. An NIR technique for rapid determination of soil mineral nitrogen. Precision Agric. 1: 217-234.
10. Etzion, Y., R. Linker, U. Cogan, and I. Shmulevich. 2004. Determination of protein concentration in raw milk by mid-infrared Fourier transform infrared/attenuated total reflectance spectroscopy. J. Dairy Sci. 87(9): 2779-2788.
11. Haykin, S., and B. Van Veen. 2003. Signals and Systems. 2nd ed. New York, N.Y.: John Wiley and Sons.
12. Kim, H., J. W. Hummel, and S. J. Birrell. 2004. Evaluation of ion-selective membranes for real-time soil macronutrients sensing. ASAE Paper No. 041044. St. Joseph, Mich.: ASAE.
13. Linker, R. 2005. Soil monitoring using anion exchange membranes and mid-IR spectroscopy. In Proc. 7th Intl. Conf. on Precision Agric., CD-ROM. D. J. Mulla, ed. St. Paul, Minn.: University of Minnesota.
14. Linker, R., A. Kenny, A. Shaviv, L. Singher, and I. Shmulevich. 2004. Fourier transform infrared-attenuated total reflection nitrate determination of soil solutions using principal component regression, partial least squares, and cross-correlation. Applied Spectr. 58(5): 516-520.
15. Merry, R. H., and L. J. Janik. 2001. Mid-infrared spectroscopy for rapid and cheap analysis of soils. In Proc. 10th Australian Agron. Conf. Hobart, South Australia: Australian Society of Agronomy.
16. Milliken, G. A., and D. E. Johnson. 1992. Analysis of Messy Data. New York, N.Y.: Chapman and Hall.
17. Morgan, M., and D. Ess. 1997. The Precision-Farming Guide for Agriculturists. Moline, Ill.: Deere & Company.
18. Price, R. R., J. W. Hummel, S. J. Birrell, and I. S. Ahmad. 2003. Rapid nitrate analysis of soil cores using ISFETS. Trans. ASAE 46(3): 601-610.
19. Reeves, J., G. McCarty, and V. Reeves. 2001. Mid-infrared diffuse reflectance spectroscopy for the quantitative analysis of agricultural soils. J. Agric. Food Chem. 49(2): 766-772.
20. Savitsky, A., and J. E. Golay. 1964. Smoothing and differentiation of data by simplified least square procedure. Anal. Chem. 36(8): 1627-1639.
21. Skoog, D. A., F. J. Holler, and T. A. Nieman. 1998. Principles of Instrumental Analysis. 5th ed. Orlando, Fla.: Harcourt Brace and Co.
22. Sudduth, K. A., and J. W. Hummel. 1993. Portable, near-infrared spectrophotometer for rapid soil analysis. Trans. ASAE 36(1): 185-193.
23. Tan, Y. H. 2005. Vanishing moments, support, regularity, and symmetry. Puidoux, Switzerland: Watermarking World. Available at: www.watermarkingworld. org/WMMLArchive/0208/msg00026. html. Accessed 16 June 2005.
24. Wendt, K. 1999. Determination of nitrate/nitrite by flow injection analysis (low flow method). J. Phycol. 41(2): 287-293.
25. -1). South Norwalk, Conn.: Wilks Enterprise. Available at: www.wilksir.com/pdf/in-lineinfraredtech.pdf. Accessed 10 October 2004.