Soil salinity measurement via portable X-ray fluorescence spectrometry

Samantha Swanhart, David C. Weindorf, Somsubhra Chakraborty, Noura Bakr, Yuanda Zhu, Courtney Nelson, Kayla Shook, Autumn Acree

Research output: Contribution to journalArticlepeer-review

27 Scopus citations

Abstract

Saline soils are defined as those containing appreciable salts more soluble than gypsum (e.g., various combinations of Na+, Mg2+, Ca2+, K+, Cl-, SO42-, HCO3-, and CO32-). Saline soils can occur across diverse climates and geological settings. As such, salinity is not germane to specific soil textures or parentmaterials. Traditionalmethods of measuring soil salinity (e.g., electrical conductance), although accurate, provide limited data and require laboratory analysis. Given the success of previous studies using portable X-ray fluorescence (PXRF) as a tool for measuring soil characteristics, this study evaluated its applicability for soil salinity determination. Portable X-ray fluorescence offers accurate quantifiable data that can be produced rapidly, in situ, and with minimal sample preparation. For this study, 122 surface soil samples (0-15 cm) were collected from salt-impacted soils of coastal Louisiana. Soil samples were subjected to standard soil characterization, including particle size analysis, losson- ignition organic matter, electrical conductivity (EC), and elemental quantification via PXRF. Simple and multiple linear regression models were developed to correlate elemental concentrations and auxiliary input parameters (simple: Cl; multiple: Cl, S, K, Ca, sand, clay, and organic matter) to EC results. In doing so, logarithmic transformation was used to normalize the variables to obtain a normal distribution for the error term (residual, ei). Although both models resulted in similar acceptable r2 between soil EC and elemental data produced by PXRF (0.83 and 0.90, respectively), multiple linear regression is recommended. In summary, PXRF has the ability to predict soil EC with reasonable accuracy from elemental data.

Original languageEnglish
Pages (from-to)417-423
Number of pages7
JournalSoil Science
Volume179
Issue number9
DOIs
StatePublished - Sep 1 2014

Keywords

  • Electrical conductivity
  • Portable X-ray fluorescence
  • Salinity

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