About Us | Help Videos | Contact Us | Subscriptions

Soil Science Society of America Journal Abstract - Pedology

Intact Soil Core Total, Inorganic, and Organic Carbon Measurement Using Laser-Induced Breakdown Spectroscopy


This article in SSSAJ

  1. Vol. 75 No. 3, p. 1006-1018
    Received: June 27, 2009

    * Corresponding author(s): rsb@wsu.edu
Request Permissions

  1. Ross S. Bricklemyer *a,
  2. David J. Browna,
  3. James E. Barefieldb and
  4. Samuel M. Cleggb
  1. a Dep. of Crop and Soil Sciences Washington State Univ. PO Box 646420 Pullman, WA 99164-6420
    b Los Alamos National Lab. Chemical Diagnostics and Engineering Group (C-CDE) PO Box 1663, MS J565 Los Alamos, NM 87545


Laser-induced breakdown spectroscopy (LIBS) is an emerging elemental analysis technology with the potential to provide rapid, accurate, and precise analysis of soil constituents. We evaluated the accuracy of LIBS in measuring soil profile C for field-moist, intact soil cores by interrogating 78 intact soil cores from three Montana agricultural fields. Samples from each core were analyzed in the laboratory for total C (TC), inorganic C (IC), and soil organic C (SOC). Partial least squares 2 (PLS2) regression calibration models were derived using 58 cores (227 samples) and independently validated at the field scale with the remaining 20 cores (79 samples). We obtained the best LIBS validation predictions for IC (r2 = 0.66, standard error of prediction [SEP] = 5.3 g kg−1, ratio product differential [RPD] = 1.7) followed by TC (r2 = 0.63, SEP = 6.0 g kg−1, RPD = 1.6) and SOC (r2 = 0.22, SEP = 3.2 g kg−1, RPD = 1.1). Although the SEP for SOC was less than for TC and IC, low SOC variance limited our ability to evaluate LIBS SOC prediction capabilities. Regression coefficients from LIBS PLS2 models suggested a reliance on stoichiometric relationships between C and other elements related to total and inorganic C in the soil matrix (e.g., Ca, Mg, and Si) to discriminate TC from IC. Results indicate that LIBS spectral data collected on intact soil cores can be calibrated to accurately estimate and differentiate between soil total and inorganic C concentrations at the field scale.

  Please view the pdf by using the Full Text (PDF) link under 'View' to the left.

Copyright © 2011. Copyright © by the Soil Science Society of America, Inc.