Mid-infrared spectroscopic determination of soil nitrate content

被引:71
作者
Jahn, B. R. [1 ]
Linker, R.
Upadhyaya, S. K.
Shaviv, A.
Slaughter, D. C.
Shmulevich, I.
机构
[1] Univ Calif Davis, Dept Biol & Agr Engn, Davis, CA 95616 USA
[2] Technion Israel Inst Technol, Fac Civil & Environm Engn, Lowdermilk Div Agr Engn, IL-32000 Haifa, Israel
关键词
D O I
10.1016/j.biosystemseng.2006.05.011
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Mid-infrared (mid-IR) spectroscopy experiments were conducted to detect added nitrate in various soil types both in the laboratory and field. Soil pastes from ten different soils, including sandy loam, clay, and peat soils, were analysed for soil nitrate contents using the Fourier transform infrared (FTIR) attenuated total reflectance (ATR) technique. Nitrate concentrations for the laboratory experiments varied from approximately 0-1000 ppm. NO(3)-N while concentrations for the field experiments varied from approximately 0-140 ppm. NO(3)-N. Three-dimensional plots were created by graphing the wavelet deconvoluted values at 32 scales for each sample. From each plot, the volume of the nitrate peak was determined and correlated to nitrate concentrations. Results of the laboratory experiments indicated values for the coefficient of determination R(2) as high as 0.99 and standard errors as low as 24ppm. NO(3)-N for soil-specific calibrations. Results of the field experiments gave values for R(2) as high as 0.98 and standard errors as low as 5 ppm NO(3)-N for soil-specific calibrations. An alternative technique to determine nitrate content was developed in which wavelet analysis was used to identify a few wavenumbers at which interferences from other ions were minimal. This method produced calibration equations that were soil independent and gave superior results to those obtained based on correlating wavelet deconvoluted volumes to nitrate concentrations. (c) 2006 IAgrE. All rights reserved Published by Elsevier Ltd
引用
收藏
页码:505 / 515
页数:11
相关论文
共 22 条
[1]  
Adsett JF, 1999, APPL ENG AGRIC, V15, P351
[2]  
ADSETT JF, 1991, P ASAE S AUT AGR 21, P326
[3]  
*ALBA, 2005, NITR LEACH GROUNDW C
[4]  
Birrell Stuart J., 1993, P349
[5]  
DAUBECHIES I, 1992, 10 LECT WAVELETS, P258
[6]  
Ehsani M. R., 1999, Precision Agriculture, V1, P217
[7]  
Ehsani MR, 2001, T ASAE, V44, P1931, DOI 10.13031/2013.6991
[8]  
Ercoli L., 1993, European Journal of Agronomy, V2, P113, DOI 10.1016/S1161-0301(14)80141-X
[9]  
GRINENKO LA, 1987, P ACAD SCI USSR, V294, P767
[10]  
Haykin Simon., 2003, SIGNALS SYSTEMS