Continental-scale measurements of soil pyrogenic carbon in Europe
Yamina Pressler A * , Claudia M. Boot B , Samuel Abiven C D , Emanuele Lugato E and M. Francesca Cotrufo FA Natural Resources Management and Environmental Sciences Department, California Polytechnic State University, San Luis Obispo, CA 93407, USA.
B Department of Chemistry, Colorado State University, Fort Collins, CO 80521, USA.
C Laboratoire de Géologie, UMR 8538, Ecole Normale Supérieure, CNRS, PSL Research University, Paris, France.
D Centre de Recherche en Ecologie Expérimentale et Prédictive (CEREEP-Ecotron Ile de France), Département de Biologie, Ecole Normale Supérieure, CNRS, PSL Research University, Paris, France.
E European Commission, Joint Research Centre, Ispra (VA), Italy.
F Soil and Crop Sciences, Colorado State University, Fort Collins, CO 80521, USA.
Soil Research 60(2) 103-113 https://doi.org/10.1071/SR19396
Submitted: 20 October 2020 Accepted: 24 August 2021 Published: 4 January 2022
© 2022 The Author(s) (or their employer(s)). Published by CSIRO Publishing
Abstract
Pyrogenic carbon (PyC), the product of incomplete biomass combustion, is a key component of soil organic carbon (SOC) because it can persist in soils for centuries to millennia. Quantifying PyC across large spatial scales remains a significant challenge in constraining the global carbon cycle. We measured PyC in topsoils across Europe using molecular marker (benzene polycarboxylic acids, BPCA) and spectroscopic techniques (Diffuse Reflectance Infrared Fourier Transform Spectroscopy, DRIFTS). We developed a calibration between BPCA and DRIFTS, but the calibration was less reliable (Y-variance explained = 0.62) than previous reports due to low soil PyC content and heterogeneity of soil matrices. Thus, we performed multiple regressions to identify drivers of PyC distribution using only the measured BPCA data. PyC content varied widely among soils, contributing 0–24% of SOC. Organic carbon was the strongest predictor of soil PyC content, but mean annual temperature, clay, and cation exchange capacity also emerged as predictors. PyC contributes a smaller proportion of SOC in European soils compared to other geographic regions. Comparing soil PyC measurements to PyC production rates in high latitude and Mediterranean regions suggests that transport, degradation, and recombustion are important mechanisms regulating soil PyC accumulation.
Keywords: benzene polycarboxylic acids, black carbon, carbon cycling, European soils, mid-infrared spectroscopy, pyrogenic carbon, soil organic carbon, soil organic matter.
References
Abney RB, Berhe AA (2018) Pyrogenic carbon erosion: implications for stock and persistence of pyrogenic carbon in soil. Frontiers in Earth Science 6, 26| Pyrogenic carbon erosion: implications for stock and persistence of pyrogenic carbon in soil.Crossref | GoogleScholarGoogle Scholar |
Abney RB, Jin L, Berhe AA (2019a) Soil properties and combustion temperature: controls on the decomposition rate of pyrogenic organic matter. CATENA 182, 104127
| Soil properties and combustion temperature: controls on the decomposition rate of pyrogenic organic matter.Crossref | GoogleScholarGoogle Scholar |
Abney RB, Kuhn TJ, Chow A, Hockaday W, Fogel ML, Berhe AA (2019b) Pyrogenic carbon erosion after the Rim Fire, Yosemite National Park: the role of burn severity and slope. Journal of Geophysical Research: Biogeosciences 124, 432–449.
| Pyrogenic carbon erosion after the Rim Fire, Yosemite National Park: the role of burn severity and slope.Crossref | GoogleScholarGoogle Scholar |
Baker MJ, Trevisan J, Bassan P, Bhargava R, Butler HJ, Dorling KM, (2014) Using fourier transform IR spectroscopy to analyze biological materials. Nature Protocols 9, 1771
| Using fourier transform IR spectroscopy to analyze biological materials.Crossref | GoogleScholarGoogle Scholar | 24992094PubMed |
Baldock JA, Sanderman J, Macdonald LM, Puccini A, Hawke B, Szarvas S, McGowan J (2013a) Quantifying the allocation of soil organic carbon to biologically significant fractions. Soil Research 51, 561–576.
| Quantifying the allocation of soil organic carbon to biologically significant fractions.Crossref | GoogleScholarGoogle Scholar |
Baldock JA, Hawke B, Sanderman J, Macdonald LM (2013b) Predicting contents of carbon and its component fractions in Australian soils from diffuse reflectance mid-infrared spectra. Soil Research 51, 577–595.
| Predicting contents of carbon and its component fractions in Australian soils from diffuse reflectance mid-infrared spectra.Crossref | GoogleScholarGoogle Scholar |
Beleites C, Sergo V (2018) hyperSpec: a package to handle hyperspectral data sets in R. Available at https://CRAN.R-project.org/package=hyperSpec
Biney JKM, Blöcher JR, Borůvka L, Vašát R (2021) Does the limited use of orthogonal signal correction pre-treatment approach to improve the prediction accuracy of soil organic carbon need attention? Geoderma 388, 114945
| Does the limited use of orthogonal signal correction pre-treatment approach to improve the prediction accuracy of soil organic carbon need attention?Crossref | GoogleScholarGoogle Scholar |
Bird MI, Wynn JG, Saiz G, Wurster CM, McBeath A (2015) The pyrogenic carbon cycle. Annual Review of Earth and Planetary Sciences 43, 273–298.
| The pyrogenic carbon cycle.Crossref | GoogleScholarGoogle Scholar |
Boot CM, Haddix M, Paustian K, Cotrufo MF (2015) Distribution of black carbon in ponderosa pine forest floor and soils following the High Park wildfire. Biogeosciences 12, 3029–3039.
| Distribution of black carbon in ponderosa pine forest floor and soils following the High Park wildfire.Crossref | GoogleScholarGoogle Scholar |
Bornemann L, Welp G, Brodowski S, Rodionov A, Amelung W (2008) Rapid assessment of black carbon in soil organic matter using mid-infrared spectroscopy. Organic Geochemistry 39, 1537–1544.
| Rapid assessment of black carbon in soil organic matter using mid-infrared spectroscopy.Crossref | GoogleScholarGoogle Scholar |
Brodowski S, Rodionov A, Haumaier L, Glaser B, Amelung W (2005) Revised black carbon assessment using benzene polycarboxylic acids. Organic Geochemistry 36, 1299–1310.
| Revised black carbon assessment using benzene polycarboxylic acids.Crossref | GoogleScholarGoogle Scholar |
Chang CW, Laird DA, Mausbach MJ, Hurburgh CR (2001) Near-infrared reflectance spectroscopy-principal components regression analyses of soil properties. Soil Science Society of America Journal 65, 480–490.
| Near-infrared reflectance spectroscopy-principal components regression analyses of soil properties.Crossref | GoogleScholarGoogle Scholar |
Coppola AI, Wiedemeier DB, Galy V, Haghipour N, Hanke UM, Nascimento GS, (2018) Global-scale evidence for the refractory nature of riverine black carbon. Nature Geoscience 11, 584–588.
| Global-scale evidence for the refractory nature of riverine black carbon.Crossref | GoogleScholarGoogle Scholar |
Cotrufo MF, Boot C, Abiven S, Foster EJ, Haddix M, Reisser M, Wurster CM, Bird MI, Schmidt MWI (2016a) Quantification of pyrogenic carbon in the environment: an integration of analytical approaches. Organic Geochemistry 100, 42–50.
| Quantification of pyrogenic carbon in the environment: an integration of analytical approaches.Crossref | GoogleScholarGoogle Scholar |
Cotrufo MF, Boot CM, Kampf S, Nelson PA, Brogan DJ, Covino T, Haddix ML, MacDonald LH, Rathburn S, Ryan-Bukett S, Schmeer S, Hall E (2016b) Redistribution of pyrogenic carbon from hillslopes to stream corridors following a large montane wildfire. Global Biogeochemical Cycles 30, 1348–1355.
| Redistribution of pyrogenic carbon from hillslopes to stream corridors following a large montane wildfire.Crossref | GoogleScholarGoogle Scholar |
Czimczik CI, Masiello CA (2007) Controls on black carbon storage in soils. Global Biogeochemical Cycles 21, GB3005,
| Controls on black carbon storage in soils.Crossref | GoogleScholarGoogle Scholar |
Doerr SH, Santín C, Merino A, Belcher CM, Baxter G (2018) Fire as a removal mechanism of pyrogenic carbon from the environment: effects of fire and pyrogenic carbon characteristics. Frontiers in Earth Science 6, 127
| Fire as a removal mechanism of pyrogenic carbon from the environment: effects of fire and pyrogenic carbon characteristics.Crossref | GoogleScholarGoogle Scholar |
Fick SE, Hijmans RJ (2017) WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas. International Journal of Climatology 37, 4302–4315.
| WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas.Crossref | GoogleScholarGoogle Scholar |
Glaser B, Haumaier L, Guggenberger G, Zech W (1998) Black carbon in soils: the use of benzenecarboxylic acids as specific markers. Organic Geochemistry 29, 811–819.
| Black carbon in soils: the use of benzenecarboxylic acids as specific markers.Crossref | GoogleScholarGoogle Scholar |
Grinand C, Barthès BG, Brunet D, Kouakoua E, Arrouays D, Jolivet C, Bernoux M (2012) Prediction of soil organic and inorganic carbon contents at a national scale (France) using mid-infrared reflectance spectroscopy (MIRS). European Journal of Soil Science 63, 141–151.
| Prediction of soil organic and inorganic carbon contents at a national scale (France) using mid-infrared reflectance spectroscopy (MIRS).Crossref | GoogleScholarGoogle Scholar |
Hammes K, Schmidt MWI, Smernik RJ, Currie LA, Ball WP, Nguyen TH, et al. (2007) Comparison of quantification methods to measure fire-derived (black/elemental) carbon in soils and sediments using reference materials from soil, water, sediment and the atmosphere. Global Biogeochemical Cycles 21, GB3016,
| Comparison of quantification methods to measure fire-derived (black/elemental) carbon in soils and sediments using reference materials from soil, water, sediment and the atmosphere.Crossref | GoogleScholarGoogle Scholar |
Hockaday WC, Grannas AM, Kim S, Hatcher PG (2007) The transformation and mobility of charcoal in a fire-impacted watershed. Geochimica et Cosmochimica Acta 71, 3432–3445.
| The transformation and mobility of charcoal in a fire-impacted watershed.Crossref | GoogleScholarGoogle Scholar |
Hu FS, Higuera PE, Duffy P, Chipman ML, Rocha AV, Young AM, Dietze MC (2015) Arctic tundra fires: natural variability and responses to climate change. Frontiers in Ecology and the Environment 13, 369–377.
| Arctic tundra fires: natural variability and responses to climate change.Crossref | GoogleScholarGoogle Scholar |
Jiménez-González MA, De la Rosa JM, Aksoy E, Jeffery S, Oliveira BRF, Verheijen FGA (2021) Spatial distribution of pyrogenic carbon in Iberian topsoils estimated by chemometric analysis of infrared spectra. Science of The Total Environment 790, 148170
| Spatial distribution of pyrogenic carbon in Iberian topsoils estimated by chemometric analysis of infrared spectra.Crossref | GoogleScholarGoogle Scholar |
Jones MW, Santín C, van der Werf GR, Doerr SH (2019) Global fire emissions buffered by the production of pyrogenic carbon. Nature Geoscience 12, 742–747.
| Global fire emissions buffered by the production of pyrogenic carbon.Crossref | GoogleScholarGoogle Scholar |
Knicker H (2011) Pyrogenic organic matter in soil: its origin and occurrence, its chemistry and survival in soil environments. Quaternary International 243, 251–263.
| Pyrogenic organic matter in soil: its origin and occurrence, its chemistry and survival in soil environments.Crossref | GoogleScholarGoogle Scholar |
Komsta L (2011) Outliers: Tests for outliers. R package version 0.14. Available at https://CRAN.R-project.org/package=outliers
Lavallee JM, Conant RT, Haddix ML, Follett RF, Bird MI, Paul EA (2019) Selective preservation of pyrogenic carbon across soil organic matter fractions and its influence on calculations of carbon mean residence times. Geoderma 354, 113866
| Selective preservation of pyrogenic carbon across soil organic matter fractions and its influence on calculations of carbon mean residence times.Crossref | GoogleScholarGoogle Scholar |
Lehmann J, Skjemstad J, Sohi S, Carter J, Barson M, Falloon P, Coleman K, Woodbury P, Krull E (2008) Australian climate–carbon cycle feedback reduced by soil black carbon. Nature Geoscience 1, 832–835.
| Australian climate–carbon cycle feedback reduced by soil black carbon.Crossref | GoogleScholarGoogle Scholar |
Liland KH, Indahl UG (2020) EMSC: Extended Multiplicative Signal Correction. R package version 0.9.2. Available at https://CRAN.R-project.org/package=EMSC
Masiello CA, Druffel ERM (1998) Black carbon in deep-sea sediments. Science 280, 1911–1913.
| Black carbon in deep-sea sediments.Crossref | GoogleScholarGoogle Scholar | 9632383PubMed |
Matosziuk LM, Alleau Y, Kerns BK, Bailey J, Johnson MG, Hatten JA (2019) Effects of season and interval of prescribed burns on pyrogenic carbon in ponderosa pine stands in the southern Blue Mountains, Oregon, USA. Geoderma 348, 1–11.
| Effects of season and interval of prescribed burns on pyrogenic carbon in ponderosa pine stands in the southern Blue Mountains, Oregon, USA.Crossref | GoogleScholarGoogle Scholar | 34795456PubMed |
Mevik B-H, Wehrens R, Liland KH (2016) Pls: partial least squares and principal component regression. Available at https://CRAN.R-project.org/package=pls
Minasny B, McBratney AB (2008) Regression rules as a tool for predicting soil properties from infrared reflectance spectroscopy. Chemometrics and Intelligent Laboratory Systems 94, 72–79.
| Regression rules as a tool for predicting soil properties from infrared reflectance spectroscopy.Crossref | GoogleScholarGoogle Scholar |
Orgiazzi A, Ballabio C, Panagos P, Jones A, Fernández-Ugalde O (2018) LUCAS soil, the largest expandable soil dataset for Europe: a review. European Journal of Soil Science 69, 140–153.
| LUCAS soil, the largest expandable soil dataset for Europe: a review.Crossref | GoogleScholarGoogle Scholar |
Pausas JG, Vallejo VR (1999) The role of fire in European Mediterranean ecosystems. In ‘Remote sensing of large wildfires’. (Ed. E Chuvieco) pp. 3–16. (Springer: Berlin, Heidelberg)
Preston CM, Schmidt MWI (2006) Black (pyrogenic) carbon: a synthesis of current knowledge and uncertainties with special consideration of boreal regions. Biogeosciences 3, 397–420.
| Black (pyrogenic) carbon: a synthesis of current knowledge and uncertainties with special consideration of boreal regions.Crossref | GoogleScholarGoogle Scholar |
Pyne SJ (2012) ‘Vestal fire: an environmental history, told through fire, of Europe and Europe’s encounter with the world’. (University of Washington Press: Seattle, WA, USA)
Ramirez PB, Calderon FJ, Haddix M, Lugato E, Cotrufo MF (2021) Using diffuse reflectance spectroscopy as a high throughput method for quantifying soil C and N and their distribution in particulate and mineral-associated organic matter fractions. Frontiers in Environmental Sciences 9, 634472
| Using diffuse reflectance spectroscopy as a high throughput method for quantifying soil C and N and their distribution in particulate and mineral-associated organic matter fractions.Crossref | GoogleScholarGoogle Scholar |
Reisser M, Purves RS, Schmidt MWI, Abiven S (2016) Pyrogenic carbon in soils: a literature-based inventory and a global estimation of its content in soil organic carbon and stocks. Frontiers in Earth Science 4, 80
| Pyrogenic carbon in soils: a literature-based inventory and a global estimation of its content in soil organic carbon and stocks.Crossref | GoogleScholarGoogle Scholar |
Rumpel C, Ba A, Darboux F, Chaplot V, Planchon O (2009) Erosion budget and process selectivity of black carbon at meter scale. Geoderma 154, 131–137.
| Erosion budget and process selectivity of black carbon at meter scale.Crossref | GoogleScholarGoogle Scholar |
Saiz G, Goodrick I, Wurster CM, Zimmermann M, Nelson PN, Bird MI (2014) Charcoal re-combustion efficiency in tropical savannas. Geoderma 219–220, 40–45.
| Charcoal re-combustion efficiency in tropical savannas.Crossref | GoogleScholarGoogle Scholar |
Santín C, Doerr SH, Kane ES, Masiello CA, Ohlson M, de la Rosa JM, Preston CM, Dittmar T (2016) Towards a global assessment of pyrogenic carbon from vegetation fires. Global Change Biology 22, 76–91.
| Towards a global assessment of pyrogenic carbon from vegetation fires.Crossref | GoogleScholarGoogle Scholar | 26010729PubMed |
Santos F, Torn MS, Bird JA (2012) Biological degradation of pyrogenic organic matter in temperate forest soils. Soil Biology and Biochemistry 51, 115–124.
| Biological degradation of pyrogenic organic matter in temperate forest soils.Crossref | GoogleScholarGoogle Scholar |
Singh N, Abiven S, Torn MS, Schmidt MWI (2012) Fire-derived organic carbon in soil turns over on a centennial scale. Biogeosciences 9, 2847–2857.
| Fire-derived organic carbon in soil turns over on a centennial scale.Crossref | GoogleScholarGoogle Scholar |
Smith P, Cotrufo MF, Rumpel C, Paustian K, Kuikman PJ, Elliott JA, McDowell R, Griffiths RI, Asakawa S, Bustamante M, House JI, Sobocká J, Harper R, Pan G, West PC, Gerber JS, Clark JM, Adhya T, Scholes RJ, Scholes MC (2015) Biogeochemical cycles and biodiversity as key drivers of ecosystem services provided by soils. SOIL 1, 665–685.
| Biogeochemical cycles and biodiversity as key drivers of ecosystem services provided by soils.Crossref | GoogleScholarGoogle Scholar |
Soong JL, Cotrufo MF (2015) Annual burning of a tallgrass prairie inhibits C and N cycling in soil, increasing recalcitrant pyrogenic organic matter storage while reducing N availability. Global Change Biology 21, 2321–2333.
| Annual burning of a tallgrass prairie inhibits C and N cycling in soil, increasing recalcitrant pyrogenic organic matter storage while reducing N availability.Crossref | GoogleScholarGoogle Scholar | 25487951PubMed |
Soriano-Disla JM, Janik LJ, Viscarra Rossel RA, Macdonald LM, McLaughlin MJ (2014) The performance of visible, near-, and mid-infrared reflectance spectroscopy for prediction of soil physical, chemical, and biological properties. Applied Spectroscopy Reviews 49, 139–186.
| The performance of visible, near-, and mid-infrared reflectance spectroscopy for prediction of soil physical, chemical, and biological properties.Crossref | GoogleScholarGoogle Scholar |
Soucémarianadin L, Reisser M, Cécillon L, Barré P, Nicolas M, Abiven S (2019) Pyrogenic carbon content and dynamics in top and subsoil of French forests. Soil Biology and Biochemistry 133, 12–15.
| Pyrogenic carbon content and dynamics in top and subsoil of French forests.Crossref | GoogleScholarGoogle Scholar |
Stevens A, Ramirez-Lopez L (2020) An introduction to the prospectr package. R package. Vignette R package version 0.2.1. Available at https://cran.r-project.org/web/packages/prospectr/vignettes/prospectr.html
Tillé Y, Matei A (2016) Sampling: survey sampling. Available at https://CRAN.R-project.org/package=sampling
Viscarra Rossel RA, Lee J, Behrens T, Luo Z, Baldock J, Richards A (2019) Continental-scale soil carbon composition and vulnerability modulated by regional environmental controls. Nature Geoscience 12, 547–552.
| Continental-scale soil carbon composition and vulnerability modulated by regional environmental controls.Crossref | GoogleScholarGoogle Scholar |
Wiedemeier DB, Hilf MD, Smittenberg RH, Haberle SG, Schmidt MWI (2013) Improved assessment of pyrogenic carbon quantity and quality in environmental samples by high-performance liquid chromatography. Journal of Chromatography A 1304, 246–250.
| Improved assessment of pyrogenic carbon quantity and quality in environmental samples by high-performance liquid chromatography.Crossref | GoogleScholarGoogle Scholar | 23880465PubMed |
Ziolkowski LA, Chamberlin AR, Greaves J, Druffel ERM (2011) Quantification of black carbon in marine systems using the benzene polycarboxylic acid method: a mechanistic and yield study. Limnology and Oceanography: Methods 9, 140–149.
| Quantification of black carbon in marine systems using the benzene polycarboxylic acid method: a mechanistic and yield study.Crossref | GoogleScholarGoogle Scholar |