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POSSIBILITIES AND LIMITATIONS RELATED TO THE APPLICATION OF NIR SPECTROSCOPY IN THE MONITORING OF SOIL CONTAMINATION

Anna Śliwińska

First published: 2018-06-20https://doi.org/10.5593/sgem2018/3.2/s13.049View metrics

Abstract

Monitoring soil contamination with heavy metals is challenging because of the large areas of contaminated soil and the high cost of laboratory tests. For these reasons new measurement methods of metal concentration in soil based on the Fourier Transform Infrared Spectroscopy (FTIR) were tested. These methods include measurements made mainly in the near infrared region (NIR). Moreover the field implementation of these methods is considered. Previous results presented in the literature are not consistent and do not provide a clear answer to the question whether and to what extent infrared spectroscopy could be useful in soil monitoring. The main aim of this paper was the analysis of the possibilities and limitations of FTIR spectroscopy application in the determination of metal concentrations in soil. The NIR spectra of 100 soil samples were collected using the NIR Integrating Sphere. The calibration models of soil metal contaminations were developed with the application of the partial least squares regression (PLS) method. The rate of measurement, safety, preparation of the sample and the lack of universality of the constructed models were also analyzed in the paper. In the case of heavy metals, the FTIR spectroscopy should be regarded as a supplementary method enabling the fast and approximate control measurement of metal content. When high metal concentrations are detected, the measurements should be confirmed by other laboratory tests after the mineralization of soil samples in acids, for example Inductively Coupled Plasma Optical Emission Spectrometry (ICP-OES) or Atomic Absorption Spectroscopy (AAS).

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Publication details

Title
POSSIBILITIES AND LIMITATIONS RELATED TO THE APPLICATION OF NIR SPECTROSCOPY IN THE MONITORING OF SOIL CONTAMINATION
Authors
Anna Śliwińska
Proceedings
SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings; 18th International Multidisciplinary Scientific GeoConference SGEM2018, Water Resources. Forest, Marine and Ocean Ecosystems
Publisher
STEF92 Technology
Year
2018
Pages
373-380
SWS Citekey
Sliwinska201813373380
ISSN
1314-2704
ISBN
978-619-7408-43-0
Language
en
Publication type
Conference Paper
Keywords
References15
  1. European Parliament, Council of the European Union, 2010/75/EU of the European Parliament and of the Council of 24 November 2010 on industrial emissions (integrated pollution prevention and control), 2010

  2. Horta A., Malone B., Stockmann U., Minasny B., Bishop T.F.A., McBratney A.B., Pallasser R., Pozza L. Potential of integrated field spectroscopy and spatial analysis for enhanced assessment of soil contamination: A prospective review. Geoderma 241-242 (2015) pp. 180-209

  3. Shepherd K.D., Walsh M.G., Infrared spectroscopy – enabling an evidence-based diagnostic surveillance approach to agricultural and environmental management in developing countries, Journal of Near Infrared Spectroscopy 15 (2007) 1-19

  4. Tinti A., Tughnoli V., Bonora S., Francioso O., Recent applications of vibrational mid-infrared (IR) spectroscopy for studying soil components: a review, Journal of Central European Agriculture 16 (2015) pp. 1-22

  5. Siebielec G., McCarty G.W., Stuczynski T.I., Reeves J.B. III, Near- and Mid-Infrared Diffuse Reflectance Spectroscopy for Measuring Soil Metal Content, J. Environ. Qual. 33:2056-2069 (2004)

  6. Reeves J.B., Near- versus mid-infrared diffuse reflectance spectroscopy for soil analysis emphasizing carbon and laboratory versus on-site analysis: Where are we and what needs to be done? Geoderma 158 (2010) pp. 3-14

  7. Ng W., Malone B., Minasny B. Rapid assessment of petroleum-conaminated soils with infrared spectroscopy, Geoderma 289 (2017) 150-160

  8. Jiminez-Donaire V., Kuang B., Waine T., Mouazen A., On-line visible and near infrared (vis-NIR) measurement of key soil fertility parameters in vegetable crop fields, Proceedings International Conference of Agricultural Engineering, Zurich 6-10.07.2014

  9. Martin P.D., Malley D.F., Manning G., Fuller L. Determination of soil organic carbon and nitrogen at the field level using near-infrared spectroscopy, Canadian Journal of Soil Science 82: 413-422

  10. Chodak M., Niklińska M., Beese F., Near-infrared spectroscopy for analysis of chemical and microbiological properties of forest soil organic horizons in a heavy-metal-polluted area, Biol Fertil Soils (2007) 44: 171-180

  11. Nikolic K., Filipic S., Smoliński, A., Kaliszan R., Agbaba D., Partial Least Square and Hierarchical Clustering in ADMET Modeling: Prediction of Blood – Brain Barrier Permeation of α-Adrenergic and Imidazoline Receptor Ligands, Journal of Pharmacy and Pharmaceutical Sciences 16 (2013) 622-647

  12. Wold, S., Martens, H., Wold, H., The Multivariate Calibration Problem in Chemistry Solved by the PLS Method. Lecture Notes in Mathematics. Springer Verlag, Heidelberg, 1983

  13. Smoliński A., Zolotajkin M., Ciba J., Dydo P., Kluczka J., Robust PLS Regression Models to Predict Aluminum Content in Soils of Beskid Mountains Region, Chemosphere 76 (2009) 565-571

  14. Smoliński A., Walczak B., Einax J.W., Robust Multivariate Calibration in Environmental Studies, Analytical Letters 36 (2003) 2317-2336

  15. Nikolic K., Pavlovic M., Smoliński A., Agbaba D., The Chemometric Study and Quantitative Structure Retention Relationship modeling of Liquid Chromatography separation of Ziprasidone components, Combinatorial Chemistry & High Throughput Screening 15 (2012) 730-744

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