Determination of Soil Parameters in Apple-Growing Regions by Near- and Mid-Infrared Spectroscopy

Pedosphere

Volumn 21, Issue 5, 2011, Pages 591-602

  Dong, Yi Wei ^a,b   Yang, Shi Qi ^a   Xu, Chun Ying ^b   Li, Yu Zhong ^b   Bai, Wei ^b   Fan, Zhong Nan ^a   Wang, Ya Nan ^a   Li, Qiao Zhen ^b  

^a INSTITUTE OF PLANT PROTECTION   (China)

^b AGRO ENVIRONMENTAL PROTECTION INSTITUTE   (China)

Author keywords

Heavy metals; Partial least square regression; Prediction accuracy; Soil quality; Spectroscopic method

Indexed keywords

ACCURACY ASSESSMENT; AGRICULTURAL SOIL; DETECTION METHOD; ERROR ANALYSIS; FRUIT; INFRARED SPECTROSCOPY; LEAD; MONITORING SYSTEM; ORCHARD; PH; PRECISION AGRICULTURE; PREDICTION; REGRESSION ANALYSIS; SOIL ANALYSIS; SOIL ORGANIC MATTER; SOIL PROPERTY; SOIL QUALITY;

MALUS X DOMESTICA;

EID: 80052100286     PISSN: 10020160     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1002-0160(11)60161-6     Document Type: Article

References (31)

1. Atherton B.C., Morgan M.T., Shearer S.A., Stombaugh T.S., Ward A.D. Site-specific farming: A perspective on information needs, benefits and limitations. J. Soil. Water. Conserv. 1999, 54:455-461.
2. Barnes R.J., Dhanoa M.S., Lister S.J. Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra. Appl. Spec-trosc. 1989, 43(5):772-777.
3. Beckman R.J., Cook R.D. Outliers (with comments). Technometrics. 1983, 25:119-163.
4. Burns D.A., Ciurczak E.W. Handbook of Near-Infrared Analysis 2001, Marcel Dekker, Inc., New York. 2nd ed.
5. Chang C., Laird D.A., Mausbach M.J., Hurburgh C.R. Near-infrared reflectance spectroscopy-principal components regression analysis of soil properties. Soil Sci. Soc. Am. J. 2001, 65:480-490.
6. Colthup N.B., Daly L.H., Wiberley S.E. Introduction to Infrared and Raman Spectroscopy 1990, Academic Press, San Diego.
7. Ehsani M.R., Upadhyaya S.K., Fawcett W.R., Protsailo L.V., Slaughter D. Feasibility of detecting soil nitrate content using a mid-infrared technique. Trans. ASAE. 2001, 44:1931-1940.
8. Haberhauer G., Gerzabek M.H. Drift and transmission FT-IR spectroscopy of forest soils: an approach to determine decomposition processes of forest litter. Vib. Spectrosc. 1999, 19:413-417.
9. Haberhauer G., Rafferty B., Strebl F., Gerzabek M.H. Comparison of the composition of forest soil litter derived from three different sites at various de-compositional stages using FTIR spectroscopy. Geoderma. 1998, 83:331-342.
10. Johnston C.T., Aochi Y.O. Fourier transform infrared and Raman spectroscopy. Methods of Soil Analysis. Part 3. Chemical Methods 1996, 269-322. Soil Science Society of America, Madison. D.L. Sparks (Ed.).
11. Kemper T., Sommer S. Estimate of heavy metal contamination in soils after a mining accident using reflectance spectroscopy. Environ. Sci. Technol. 2002, 36:2742-2747.
12. Kooistra L., Wehrens R. Possibilities of visible near infrared spectroscopy for the assessment of soil contamination in river floodplains. Anal. Chim. Ada. 2001, 446:97-105.
13. Li X.D., Thornton I. Multi-element contamination in soil and plant in the old mining area, UK. Appl. Geochem. 1993, 8(Suppl. 2):51-56.
14. Malley D.F., Williams P.C. Use of near-infrared reflectance spectroscopy in prediction of heavy metals in freshwater sediment by their association with organic matter. Environ. Sci. Technol. 1997, 31(12):3461-3467.
15. McCarty G.W., Reeves J.B., Reeves V.B., Follet R.F., Kimble J.M. Mid-infrared and near-infrared diffuse reflectance spectroscopy for soil carbon measurement. Soil Sci. Soc. Am. J. 2002, 66:640-646.
16. Orlov D.S. Humus Acids of Soils 1986, Balkema, Rotterdam.
17. Otto M. Chemometrics: Statistics and Computer Application in Analytical Chemistry 1999, Science Press, Beijing, (in Chinese), 2003. X.G. Shao, W.S. Cai, X.J. Xu (Eds.).
18. Page A.L., Miller R.H., Keeney D.R. Methods of Soil Analysis 1996, American Society of Agronomy/Soil Science Society of America, Madison.
19. Philips G.R., Eyring E.M. Comparison of conventional and robust regression in analysis of chemical data. Anal. Chem. 1983, 55:1134-1138.
20. Reeves J.B. Mid-infrared diffuse reflectance spectroscopy for the analysis of poultry manures. J. Agr. Food. Chem. 2001, 49:2193-2197.
21. Ren H.Y., Zhuang D.F., Pan J.J., Qiu D.S., Shi R.H. Estimation of As and Cu contamination in agricultural soils around a mining area by reflectance spectroscopy: A case study. Pedosphere. 2009, 19(6):719-726.
22. Siebielec G., McCarty G.W., Stuczynskia T.I., Reeves J.B. Near- and mid-infrared diffuse reflectance spectroscopy for measuring soil metal content. J. Environ. Qual. 2004, 33:2056-2069.
23. Siesler H.W., Ozaki Y., Kawata S., Heise H.M. Near-Infrared Spectroscopy: Principles, Instruments, Applications 2002, Wiley-VCH, Weinheim.
24. Stangeland, D. L., Montross, M. D., Stombaugh, T. S., Shearer, S. A. 2003. Use of Near-Infrared Reflectance for Soil pH and Buffer pH Measurement. Paper No. 03-1045. ASAE, St. Joseph.
25. Sudduth K.A., Hummel J.W. Soil organic matter, CEC, and moisture sensing with a portable NIR spectrophotometer. Trans. ASAE. 1993, 36:1571-1582.
26. Triantafilis J., Huckel A.I., Odeh I.O.A. Comparison of statistical prediction methods for estimating field-scale clay content using different combinations of ancillary variables. Soil. Sci. 2001, 166:415-427.
27. van Groeningen J.W., Mutters C.S., Horwarth W.R., van Kessel C. NIR and DRIFT-MIR spectrometry of soils for predicting soil and crop parameters in a flooded field. Plant. Soil. 2003, 250:155-165.
28. Williams P., Norris K. Near-Infrared Technology in the Agricultural and Food Industries 2001, American Association of Cereal Chemists, Saint Paul.
29. Wu D.W., Wu Y.Z., Ma H.R. Study on the prediction of soil heavy metal elements content based on mid-infrared diffuse reflectance spectra. Spectrosc. Spect. Anal. 2010, 30:1498-1502.
30. Wu Y.Z., Chen J., Ji J.F., Gong P., Liao Q., Tian Q.J., Ma H.R. A mechanism study of reflectance spectroscopy for investigating heavy metals in soil. Soil. Sci. Soc. Am. J. 2007, 71:918-926.
31. Xie X.L., Sun B., Hao H.T. Relationship between visible-near infrared reflectance spectroscopy and heavy metal of soil concentration. Acta Pedol. Sin. 2007, 44:982-992.