Biased 14C-derived organic carbon turnover estimates following black carbon input to soil: an exploration with RothC
Abstract
The radiocarbon signature of the atmosphere is frequently used as a tracer to derive and validate turnover estimates of soil organic carbon (SOC). Such models often rely on steady-state assumptions and presume a direct correspondence between the atmospheric signature of CO₂ and that of residues entering the soil with or without a time-lag. The input of combustion products either from recent (i.e. charcoal) or fossil sources (e.g. diesel soot) violates this premise on account of its non-continuous delivery over time, the lack of ¹⁴C in fossil black carbon (BC) and its high inertness compared to plant residues. In this study, possible effects of BC inputs (0.6-5 t BC ha⁻¹ of different ¹⁴C age and supplied at different dates) on turnover calculations are discussed using hypothetical but realistic scenarios for two sites: cold grassland and temperate cropland. The carbon turnover model RothC 26.3 was used for the simulations. Turnover times may be over- or underestimated by up to 30%, depending on the underlying scenario. In the majority of cases, such effects are more pronounced and longer lasting at the colder site owing to its slower cycling. The models' inherent inert carbon pool improves the match of turnover times compared to runs where inert carbon is not accounted for. This is, however, achieved at the expense of mismatching the amount of BC when the latter is ¹⁴C-young. The impact of BC on ¹⁴C-based turnover calculations is disproportionate with respect to its amount, and an independent record of carbon fluxes and/or BC inputs and characteristics is suggested whenever BC is assumed to play a role in the ecosystem under investigation.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Simulations were greatly improved when decomposition rates were calibrated using labelled C measurements and applied to experimental evidence for poplar litter.
“Simulations were greatly improved when decomposition rates were calibrated using labelled C measurements [173–175] and applied to the experimental evidence presented for poplar litter [78, 109].”
From Carbon Sequestration by Perennial Energy Crops: Is the Jury Still Out? (2015) · cites this paper as [173]
Limitations of process-based models become more apparent at larger scales regarding soil depth, temporal resolution, and surface litter decomposition.
“However, the limitations of process-based models become more apparent when simulating at larger scales with regard to their limits to consider the effect of soil depth [168], adequate temporal resolution [171] and surface litter decomposition [173, 174].”
From Carbon Sequestration by Perennial Energy Crops: Is the Jury Still Out? (2015) · cites this paper as [173]
Cites
Discussion Reporting of <sup>14</sup> C Data
Stuiver, M., & Polach, H. A. (1977) · Radiocarbon · doi:10.1017/s0033822200003672 · Cited by 5,640 · see citing works
Characterizing aquatic dissolved organic matter.
Leenheer, J. A., & Croué, J.-P. (2003) · PubMed · Cited by 4,891 · see citing works
Glaser, B., Lehmann, J., & Zech, W. (2002) · Biology and Fertility of Soils · doi:10.1007/s00374-002-0466-4 · Cited by 2,890 · see citing works
TRENDS '90: A compendium of data on global change
Sepanski, R. J., Boden, T. A., Kanciruk, P., & Farrell, M. P. (1990) · doi:10.2172/6448374 · Cited by 1,586 · see citing works
High-Precision Radiocarbon Age Calibration for Terrestrial and Marine Samples
Stuiver, M., Reimer, P. J., & Braziunas, T. F. (1998) · Radiocarbon · doi:10.1017/s0033822200019172 · Cited by 1,136 · see citing works
Oxidation of black carbon by biotic and abiotic processes
Cheng, C.-H., Lehmann, J., Thies, J. E., Burton, S. D., & Engelhard, M. H. (2006) · Organic Geochemistry · doi:10.1016/j.orggeochem.2006.06.022 · Cited by 1,129 · see citing works
AGE OF SOIL ORGANIC MATTER AND SOIL RESPIRATION: RADIOCARBON CONSTRAINTS ON BELOWGROUND C DYNAMICS
Trumbore, S. E. (2000) · Ecological Applications · doi:10.1890/1051-0761(2000)010[0399:aosoma]2.0.co;2 · Cited by 1,118 · see citing works
RothC-26.3 - A Model for the turnover of carbon in soil
Coleman, K., & Jenkinson, D. (1996) · Springer eBooks · doi:10.1007/978-3-642-61094-3_17 · Cited by 950 · see citing works
Rapid Exchange Between Soil Carbon and Atmospheric Carbon Dioxide Driven by Temperature Change
Trumbore, S., Chadwick, O. A., & Amundson, R. (1996) · Science · doi:10.1126/science.272.5260.393 · Cited by 781 · see citing works
Preston, C., & Schmidt, M. (2006) · Biogeosciences · doi:10.5194/bg-3-397-2006 · Cited by 720 · see citing works
Skjemstad, J. O., Spouncer, L. R., Cowie, B. A., & Swift, R. S. (2004) · Soil Research · doi:10.1071/sr03013 · Cited by 362 · see citing works
Jenkinson, D. S., Harkness, D. D., Vance, E. D., Adams, D. E., & Harrison, A. F. (1992) · Soil Biology and Biochemistry · doi:10.1016/0038-0717(92)90189-5 · Cited by 250 · see citing works
CZIMCZIK, C. I., Preston, C. M., Schmidt, M. W. I., & Schulze, E. (2003) · Global Biogeochemical Cycles · doi:10.1029/2002gb001956 · Cited by 187 · see citing works
Comparison of chemical fractionation methods for isolating stable soil organic carbon pools
Helfrich, M., Flessa, H., Mikutta, R., Dreves, A., & Ludwig, B. (2007) · European Journal of Soil Science · doi:10.1111/j.1365-2389.2007.00926.x · Cited by 181 · see citing works
Carcaillet, C. (2001) · The Holocene · doi:10.1191/095968301674071040 · Cited by 169 · see citing works
Bol, R. A., Eriksen, J., Smith, P., Garnett, M. H., Coleman, K., & Christensen, B. T. (2005) · Rapid Communications in Mass Spectrometry · doi:10.1002/rcm.2156 · Cited by 147 · see citing works
Jenkinson, D. S., & Coleman, K. (1994) · European Journal of Soil Science · doi:10.1111/j.1365-2389.1994.tb00498.x · Cited by 134 · see citing works
Jenkinson, D. S., Poulton, P. R., & Bryant, C. (2008) · European Journal of Soil Science · doi:10.1111/j.1365-2389.2008.01025.x · Cited by 125 · see citing works
Transformation of organic matter in agricultural soils: radiocarbon concentration versus soil depth
Rethemeyer, J., Kramer, C., Gleixner, G., John, B., Yamashita, T., Flessa, H., Andersen, N., Nadeau, M., & Grootes, P. M. (2005) · Geoderma · doi:10.1016/j.geoderma.2004.12.017 · Cited by 112 · see citing works
Ludwig, B., Schulz, E., Rethemeyer, J., Merbach, I., & Flessa, H. (2007) · European Journal of Soil Science · doi:10.1111/j.1365-2389.2007.00907.x · Cited by 97 · see citing works
The Temporal Distribution of ‘Bomb’ 14C in a Forest Soil
Harkness, D. D., Harrison, A. F., & Bacon, P. J. (1986) · Radiocarbon · doi:10.1017/s0033822200007426 · Cited by 88 · see citing works
Impact of brown coal dust on the organic matter in particle-size fractions of a Mollisol
Schmidt, M. W. I., Knicker, H., Hatcher, P. G., & Kögel‐Knabner, I. (1996) · Organic Geochemistry · doi:10.1016/s0146-6380(96)00104-0 · Cited by 78 · see citing works
Thermal stability responses of soil organic matter to long-term fertilization practices
Leifeld, J., Franko, U., & Schulz, E. (2006) · Biogeosciences · doi:10.5194/bg-3-371-2006 · Cited by 34 · see citing works
Self-citationEstimating Turnover of Soil Organic Carbon Fractions Based on Radiocarbon Measurements
Bruun, S., Six, J., Jensen, L. S., & Paustian, K. H. (2005) · Radiocarbon · doi:10.1017/s0033822200052231 · Cited by 30 · see citing works
A new model for soil organic carbon turnover using bomb carbon
Hahn, V., & Buchmann, N. C. (2004) · Global Biogeochemical Cycles · doi:10.1029/2003gb002115 · Cited by 26 · see citing works
Delta 14 CO2 Record from Vermunt
Levin, I., Kromer, B., Schoch-Fischer, H., et al. (1994) · Carbon Dioxide Information Analysis Center (CDIAC) Datasets · doi:10.3334/cdiac/atg.028 · Cited by 13 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Carbon Sequestration by Perennial Energy Crops: Is the Jury Still Out?
Agostini, F., Gregory, A. S., & Richter, G. M. (2015) · BioEnergy Research · doi:10.1007/s12155-014-9571-0 · Cited by 155 · see citing works
- Authors
- Leifeld, J.
- Affiliations
- Agroscope (CH)
- Corresponding author
- Leifeld, Jens
- ORCID
- Leifeld, Jens
- Venue
- Biogeochemistry
- Published
- 2008-05
- Volume
- 88
- Issue
- 3
- Pages
- 205-211
- ISSN
- 0168-2563 (ISSN-L)
- 1573-515X
- OpenAlex
- W2048066038
- Cited by
- 16
- References
- 26
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 2 · 2023: 1 · 2020: 1 · 2019: 1 · 2016: 2 · 2015: 3
- FWCI
- 2.03
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Biogeochemistry (publishedVersion)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Soil Science › Soil Carbon and Nitrogen Dynamics
- Life Sciences › Agricultural and Biological Sciences › Soil Science › Soil erosion and sediment transport
- Life Sciences › Agricultural and Biological Sciences › Soil Science › Soil and Environmental Studies
- Keywords
- soil organic carbon turnover, black carbon, carbon-14, RothC model, fossil carbon, combustion products, charcoal, diesel soot, carbon cycle
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review