On-line measurement of some selected soil properties using a VIS-NIR sensor

Soil and Tillage Research

Volumn 93, Issue 1, 2007, Pages 13-27

  Mouazen, A M ^a   Maleki, M R ^a   De Baerdemaeker, J ^a   Ramon, H ^a  

^a Faculty of Bioscience Engineering   (Belgium)

Author keywords

Maps; On line measurement; Sensor; Soil properties; Spectrophotometer; Visible and near infrared

Indexed keywords

MATHEMATICAL MODELS; ONLINE SYSTEMS; PH EFFECTS; PHOSPHORUS; SENSORS; SPECTROPHOTOMETERS;

CALIBRATION MODELS; NEAR INFRARED (NIR) SPECTROPHOTOMETER; SOIL PROPERTIES;

SOIL MECHANICS;

AGRICULTURAL SOIL; INFRARED SPECTROSCOPY; MAPPING METHOD; PH; PHOSPHORUS; SENSOR; SOIL CARBON; SOIL MOISTURE; SPECTRAL REFLECTANCE; SPECTROPHOTOMETRY; VISIBLE SPECTRUM;

BELGIUM; BENELUX; EURASIA; EUROPE; FRANCE; WESTERN EUROPE;

EID: 33846147632     PISSN: 01671987     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.still.2006.03.009     Document Type: Article

References (45)

1. Adamchuk V.I., Hummel J.W., Morgan M.T., and Upadhyaya S.K. On-the-go soil sensors for precision agriculture. Comput. Electron. Agric. 44 (2004) 71-91
2. Ben-Dor E., and Banin A. Near-infrared analysis as a rapid method to simultaneously evaluate several soil properties. Soil Sci. Soc. Am. J. 59 (1995) 364-372
3. Bogrecki I., and Lee W.S. Spectral phosphorus mapping using diffuse reflectance of soils and grass. Biosyst. Eng. 91 3 (2005) 305-312
4. Bowers S.A., and Hanks R.J. Reflection of radiant energy from soils. Soil Sci. 100 2 (1964) 130-138
5. Brown D.J., Shepherd K.D., Walsh M.G., Mays M.D., and Reinsch T.G. Global soil characterization with VNIR diffuse reflectance spectroscopy. Geoderma 129 3-4 (2005) 215-267
6. Conyers M.K., Heenan D.P., Poile G.J., Cullis B.R., and Helyar K.R. Influence of dryland agricultural management practices on the acidification of a soil profile. Soil Till. Res. 37 2-3 (1996) 127-141
7. Corwin D.L., Kaffka S.R., Hopmans J.W., Mori Y., van Groenigen J.W., van Kessel C., Lesch S.M., and Oster J.D. Assessment and field-scale mapping of soil quality properties of a saline-sodic soil. Geoderam 114 3-4 (2003) 231-259
8. Cozzolino D., and Morón A. Potential of near-infrared reflectance spectroscopy and chemometrics to predict soil organic carbon fractions. Soil Till. Res. 85 1-2 (2006) 78-85
9. Dalal R.C., and Henry R.J. Simultaneous determination of moisture, organic carbon, and total nitrogen by near infrared reflectance spectrophotometer. Soil Sci. Soc. Am. J. 50 (1986) 120-123
10. Ehsani M.R., Upadhyaya S.K., Slaughter D., Shafii S., and Pelletier M. A NIR technique for rapid determination of soil mineral nitrogen. Prec. Agric. 1 (1999) 217-234
11. Ekeberg E., and Riley H.C.F. Tillage intensity effects on soil properties and crop yields in a long-term trial on morainic loam soil in southeast. Soil Till. Res. 42 4 (1997) 277-293
12. Franzluebbers A.J., and Hons F.M. Soil-profile distribution of primary and secondary plant-available nutrients under conventional and no tillage. Soil Till. Res. 39 3-4 (1996) 229-239
13. Godwin R.J., and Miller P.C.H. A review of the technologies for mapping within-field variability. Biosyst. Eng. 84 4 (2003) 393-407
14. I. Made Anom S.W., Shibusawa S., Sasao A., Sato H., Hirako S., and Blackmore S. Moisture, soil organic matter and nitrate nitrogen content maps using the real-time soil spectrophotometer. IFAC Bio-Robotics, Information Technology and Intelligent Control for Bio-Production Systems. Sakai, Osaka, Japan (2000) 307-312
15. Hesse P.R. A Textbook of Soil Chemical Analysis (1971), John Murray, London
16. Kano Y., McClure W.F., and Skaggs R.W. A near Infrared reflectance soil moisture meter. Trans. ASAE 28 6 (1985) 1852-1855
17. Krischenko V.P., Samokhvalov S.G., Fomina L.G., and Novikova G.A. Use of infrared spectroscopy for the determination of some properties of soil. Proceedings of the Fourth International Conference on NIR, Advances in Near Infrared Spectroscopy. 19-23 August, Aberdeen, Scotland (1991)
18. Kirshnan P., Alexander J.D., Butler B.J., and Hummel J.W. Reflectance technique for predicting soil organic matter. Soil Sci. Soc. Am. J. 44 (1980) 1282-1285
19. Kooistra L., Wanders J., Epema G.F., Leuven R.S.E.W., Wehrens R., and Buydens L.M.C. The potential of field spectroscopy for the assessment of sediment properties in river floodplains. Anal. Chim. Acta 484 (2003) 189-200
20. Malhi S.S., Grant C.A., Johnston A.M., and Gill K.S. Nitrogen fertilization management for no-till cereal production in the Canadian Great Plains: a review. Soil Till. Res. 60 3-4 (2001) 101-122
21. Martens H., and Naes T. Multivariante Calibration. second ed. (1989), John Wiley & Sons, Ltd., Chichester, UK
22. McBratney A.B., and Pringle M.J. Spatial variability in soil-implications for precision agriculture. In: Stafford J.V. (Ed). Precision Agriculture '97 Proceedings of the 1st European Conference on Precision Agriculture. Oxford, UK (1997) 639-643
23. Mouazen A.M., Dumont K., Maertens K., and Ramon H. Two-dimensional prediction of spatial variation in topsoil compaction of a sandy loam field based on measured horizontal force of compaction sensor, cutting depth and moisture content. Soil Till. Res. 74 1 (2003) 91-102
24. Mouazen A.M., De Baerdemaeker J., and Ramon H. Towards development of on-line soil moisture content sensor using a fibre-type NIR spectrophotometer. Soil Till. Res. 80 1-2 (2005) 171-183
25. Mouazen A.M., Saeys W., Xing J., De Baerdemaeker J., and Ramon H. Near infrared spectroscopy for agricultural materials: an instrument comparison. J. Near Infrared Spectrosc. 13 2 (2005) 87-98
26. Mouazen A.M., Karoui R., De Baerdemaeker J., and Ramon H. Classification of soil texture classes by using soil visual near infrared spectroscopy and factorial discriminant analysis techniques. J. Near Infrared Spectrosc. 13 4 (2005) 231-240
27. Mouazen A.M., and Ramon H. Development of on-line measurement system of bulk density based on on-line measured draught, depth and soil moisture content. Soil Till. Res. 86 2 (2006) 218-229
28. Odlare M., Svensson K., and Pell M. Near infrared reflectance spectroscopy for assessment of spatial soil variation in an agricultural field. Geoderma 126 (2005) 193-202
29. Olsen, S.R., Cole C.V., Watanabe, F.S., Dean, L.A., 1954. Estimation of Available Phosphorus in Soils by Extraction with Sodium Bicarbonate. U.S. Department of Agricultural Circular, 939.
30. Reeves III J.B., and McCarty G.W. Quantitative analysis of agricultural soils using near infrared reflectance spectroscopy and a fibre-optic probe. J. Near Infrared Spectrosc. 9 1 (2001) 25-34
31. Reyns P., Maertens K., and De Baerdemaeker J. On-line measurement of corn moisture content on a combine harvester using NIR technology. In: Grenier G., and Blackmore S. (Eds). ECPA 2001. Proceedings of the Third European Conference on Precision Agriculture, Agro Montpellier. Montpellier, France (2001) 851-856
32. Saeys W., Mouazen A.M., and Ramon H. Potential for on-site and on-line analysis of hog manure using visual and near-infrared reflectance spectroscopy. Biosyst. Eng. 91 4 (2005) 393-402
33. Shepherd K.D., and Walsh M.G. Development of reflectance spectra libraries for characterization of soil properties. Soil Sci. Soc. Am. J. 66 3 (2002) 988-998
34. Shibusawa S., I. Made Anom S.W., Hache C., Sasao A., and Hirako S. Site-specific crop response to temporal trend of soil variability determined by the real-time soil spectrofotometer. In: Stafford J.V. (Ed). Precision Agriculture. Proceedings of the Joint European Conference of ECPA-ECPLF. Wageningen Academic Publishers, Berlin, Germany (2003) 639-643
35. Shonk J.L., Gaultney L.D., Schultze D.G., and Van Scoyoc G.E. Spectroscopic sensing of soil organic matter content. Transactions of the ASAE 34 5 (1991) 1978-1984
36. Sinnaeve, G., Herman, J.L., Baeten, V., Dardenne, P., Frankinet, M., 2001. Performances of an on board diode array NIR instrument for the analysis of fresh grass. Journée Thématique AFMEX, Appareils Embarqués de Mesure de la Biomasse. November, Rennes, France.
37. Slaughter D.C., Pelletier M.G., and Upadhyaya S.K. Sensing soil moisture using NIR spectroscopy. Appl. Eng. Agric. 17 12 (2001) 241-247
38. Stenberg B., Nordkvist E., and Salmonsson L. Use of near infrared reflectance spectra of soils for objective selection of samples. Soil Sci. 159 2 (1995) 109-114
39. Sudduth K.A., and Hummel J.W. Soil organic matter, CEC, and moisture sensing with a prototype NIR spectrophotometer. Trans. ASAE 36 6 (1993) 1571-1582
40. Vanden Auweele W., Boon W., Bries J., Coppens G., Deckers S., Elsen F., Mertens J., Vandendriessche H., Ver Elst P., and Vogels N. De chemische bodemvruchtbaarheid van het Belgishe akkerbouw-en weilandareaal [The Chemistry of Soil Fertility of Belgium Arable and Grass Lands] (2000), Belgium Soil Service Department, Heverlee, Belgium. http://www.bdb.be/ www.bdb.be
41. Viscarra Rossel R.A., Walvoort D.J.J., McBratney A.B., Janik L.J., and Skjemstad J.O. Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties. Geoderma 131 1-2 (2006) 59-75
42. Vrindts E., Mouazen A.M., Reyniers M., Martens K., Maleki M.R., Ramon H., and De Baerdemaeker J. Management zones based on correlation between coil compaction, yield and crop data. Biosyst. Eng. 92 4 (2005) 419-428
43. Walvoort D.J.J., and McBratney A.B. Diffuse reflectance spectrometry as a proximal sensing tool for precision agriculture. In: Grenier G., and Blackmore S. (Eds). ECPA 2001. Proceedings of the Third European Conference on Precision Agriculture, agro Montpellier. Montpellier, France (2001) 503-507
44. Williams P.C. Implementation of near-infrared technology. In: Williams P., and Norris K. (Eds). Near-Infrared Technology in the Agriculture and Food Industries (2001), American Association of Cereal Chemists, Inc., St. Paul, Minnesota, USA 145-169
45. Williams P. Near-infrared Technology-Getting the Best out of Light (2003), PDK Projects, Nanaimo, Canada