Development of Mid-Infrared-based Calibration Equations for Predicting Soil Nitrate, Phosphate, and Organic Matter Concentrations
2006
The purpose of this paper was to develop calibration equations for predicting nitrate,
phosphate, and organic matter concentrations in soil pastes using mid-infrared attenuated total
reflection (ATR) spectroscopy. Wavelet analysis was used to locate a wavenumber at which the
absorbance was due to nitrate alone and not influenced by carbonate or other components in the
soil. The absorbance at this location was correlated to the nitrate content. Results of the field
experiments gave R2-values as high as 0.99 and standard errors as low as 8 ppm NO3-N for
individual experiments. Pooling the absorbance values from all eight laboratory and six field soil
spectra together gave a R2-value of 0.98 suggesting that a unique calibration curve exists regardless
of soil type. Also, a filter-based, rugged, mid-infrared spectrometer capable of use in a field
environment was utilized to develop similar calibration equations for predicting nitrate, phosphorus,
and organic matter content in soils. These preliminary results are also presented in this paper.
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