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.
Authors
- Mark A. Sephton (ORCID: https://orcid.org/0000-0002-2190-5402)
- Jonathan S. Watson (ORCID: https://orcid.org/0000-0003-0354-1729)
- Monica A. McCall (ORCID: https://orcid.org/0009-0004-2598-3477)
Institutions
- Imperial College London (GB)
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
Funders
- Grantham Research Institute on Climate Change and the Environment, London School of Economics and Political Science
- Natural Environment Research Council