Predicting Stability of Barley Straw-Derived Biochars Using Fourier Transform Infrared Spectroscopy

In order to estimate the ability of biochar to sequester carbon as part of greenhouse gas removal technology, there is a need for rapid and accessible estimations of biochar stability. This study employs a novel method using Fourier transform infrared spectroscopy (FTIR) to predict common stability indicators, namely H:C and O:C molar ratios. Biochars derived from barley straw were produced at temperatures from 150 to 700 °C. The greatest compositional changes of the biochars occurred between 200 and 400 °C. All biochars produced at ≥400 °C achieved H:C < 0.7 and O:C < 0.4, indicative of biochars suitable for soil application. Regression models were built using FTIR data to predict H:C and O:C molar ratios. The H:C model produced a coefficient of determination (<i>R</i> <sup>2</sup>) of 0.99, mean absolute percentage error (MAPE) 6.86%, and root-mean-square error (RMSE) of 0.07. The O:C model achieved the same <i>R</i> <sup>2</sup> (0.99), MAPE of 9.02%, and RMSE of 0.03. Our results demonstrate that combining FTIR data with modeling is a promising rapid and accessible method for attaining biochar stability data.

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Publication Details

Journal
ACS Sustainable Resource Management
Published
2024-08-16
DOI
https://doi.org/10.1021/acssusresmgt.4c00148
Citations
8
Primary Topic
Thermochemical Biomass Conversion Processes
Type
article
Field-Weighted Citation Impact
1.48

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article

Predicting Stability of Barley Straw-Derived Biochars Using Fourier Transform Infrared Spectroscopy

Mark A. Sephton, Jonathan S. Watson, Monica A. McCall
8 citations
ACS Sustainable Resource Management
Thermochemical Biomass Conversion Processes
1.48
article

Predicting Stability of Barley Straw-Derived Biochars Using Fourier Transform Infrared Spectroscopy

Mark A. Sephton, Jonathan S. Watson, Monica A. McCall
article en
8 citations

Abstract

In order to estimate the ability of biochar to sequester carbon as part of greenhouse gas removal technology, there is a need for rapid and accessible estimations of biochar stability. This study employs a novel method using Fourier transform infrared spectroscopy (FTIR) to predict common stability indicators, namely H:C and O:C molar ratios. Biochars derived from barley straw were produced at temperatures from 150 to 700 °C. The greatest compositional changes of the biochars occurred between 200 and 400 °C. All biochars produced at ≥400 °C achieved H:C < 0.7 and O:C < 0.4, indicative of biochars suitable for soil application. Regression models were built using FTIR data to predict H:C and O:C molar ratios. The H:C model produced a coefficient of determination (<i>R</i> <sup>2</sup>) of 0.99, mean absolute percentage error (MAPE) 6.86%, and root-mean-square error (RMSE) of 0.07. The O:C model achieved the same <i>R</i> <sup>2</sup> (0.99), MAPE of 9.02%, and RMSE of 0.03. Our results demonstrate that combining FTIR data with modeling is a promising rapid and accessible method for attaining biochar stability data.

ACS Sustainable Resource ManagementVol. 1(9)
Imperial College London (GB)
Grantham Research Institute on Climate Change and the Environment, London School of Economics and Political Science, Natural Environment Research Council
Openalex Percentile: Top 19%
Thermochemical Biomass Conversion Processes
1.48
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