Articles | Volume 11, issue 8
https://doi.org/10.5194/bg-11-2147-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/bg-11-2147-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
17 Apr 2014
Research article |
| 17 Apr 2014
Bayesian calibration of a soil organic carbon model using Δ14C measurements of soil organic carbon and heterotrophic respiration as joint constraints
B. Ahrens
Max Planck Institute for Biogeochemistry, Jena, Germany
Department of Soil Ecology, University of Bayreuth, Bayreuth, Germany
M. Reichstein
Max Planck Institute for Biogeochemistry, Jena, Germany
W. Borken
Department of Soil Ecology, University of Bayreuth, Bayreuth, Germany
J. Muhr
Max Planck Institute for Biogeochemistry, Jena, Germany
S. E. Trumbore
Max Planck Institute for Biogeochemistry, Jena, Germany
T. Wutzler
Max Planck Institute for Biogeochemistry, Jena, Germany
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Cited
27 citations as recorded by crossref.
- Atmosphere–soil carbon transfer as a function of soil depth J. Balesdent et al. 10.1038/s41586-018-0328-3
- Bayesian calibration of the DayCent ecosystem model to simulate soil organic carbon dynamics and reduce model uncertainty R. Gurung et al. 10.1016/j.geoderma.2020.114529
- Bayesian inference and predictive performance of soil respiration models in the presence of model discrepancy A. Elshall et al. 10.5194/gmd-12-2009-2019
- Predicting the long‐term fate of buried organic carbon in colluvial soils Z. Wang et al. 10.1002/2014GB004912
- A multi-isotope model for simulating soil organic carbon cycling in eroding landscapes (WATEM_C v1.0) Z. Wang et al. 10.5194/gmd-13-4977-2020
- Parametrization consequences of constraining soil organic matter models by total carbon and radiocarbon using long-term field data L. Menichetti et al. 10.5194/bg-13-3003-2016
- Optimizing duration of incubation experiments for understanding soil carbon decomposition X. Guan et al. 10.1016/j.geoderma.2022.116225
- Model structure and parameter identification of soil organic matter models C. Sierra et al. 10.1016/j.soilbio.2015.08.012
- Advanced Bayesian approaches for state-space models with a case study on soil carbon sequestration M. Davoudabadi et al. 10.1016/j.envsoft.2020.104919
- Quantification of vertical solid matter transfers in soils during pedogenesis by a multi-tracer approach M. Jagercikova et al. 10.1007/s11368-016-1560-9
- Modeling dynamic soil carbon attributes among common southern New England land uses D. Millar et al. 10.1016/j.geodrs.2022.e00570
- Is priming effect a significant process for long-term SOC dynamics? Analysis of a 52-years old experiment R. Cardinael et al. 10.1007/s10533-014-0063-2
- Constraining a coupled erosion and soil organic carbon model using hillslope‐scale patterns of carbon stocks and pool composition Z. Wang et al. 10.1002/2014JG002768
- DRIFTS band areas as measured pool size proxy to reduce parameter uncertainty in soil organic matter models M. Laub et al. 10.5194/bg-17-1393-2020
- Constrained partitioning of autotrophic and heterotrophic respiration reduces model uncertainties of forest ecosystem carbon fluxes but not stocks M. Carbone et al. 10.1002/2016JG003386
- Modeling radiocarbon dynamics in soils: SoilR version 1.1 C. Sierra et al. 10.5194/gmd-7-1919-2014
- Using litter chemistry controls on microbial processes to partition litter carbon fluxes with the Litter Decomposition and Leaching (LIDEL) model E. Campbell et al. 10.1016/j.soilbio.2016.06.007
- Modification of the RothC model to simulate soil C mineralization of exogenous organic matter C. Mondini et al. 10.5194/bg-14-3253-2017
- Methods for estimating temperature sensitivity of soil organic matter based on incubation data: A comparative evaluation J. Liang et al. 10.1016/j.soilbio.2014.10.005
- Understanding the dominant controls on litter decomposition M. Bradford et al. 10.1111/1365-2745.12507
- SAMM version 1.0: a numerical model for microbial- mediated soil aggregate formation M. Laub et al. 10.5194/gmd-17-931-2024
- Deep soil carbon dynamics are driven more by soil type than by climate: a worldwide meta‐analysis of radiocarbon profiles J. Mathieu et al. 10.1111/gcb.13012
- Soil organic carbon models need independent time-series validation for reliable prediction J. Le Noë et al. 10.1038/s43247-023-00830-5
- Modeling temperature sensitivity of soil organic matter decomposition: Splitting the pools M. Laub et al. 10.1016/j.soilbio.2020.108108
- Sequential Monte-Carlo algorithms for Bayesian model calibration – A review and method comparison✰ M. Speich et al. 10.1016/j.ecolmodel.2021.109608
- Stocks and dynamics of soil organic carbon and coarse woody debris in three managed and unmanaged temperate forests I. Krueger et al. 10.1007/s10342-016-1013-4
- Contribution of sorption, DOC transport and microbial interactions to the 14C age of a soil organic carbon profile: Insights from a calibrated process model B. Ahrens et al. 10.1016/j.soilbio.2015.06.008
27 citations as recorded by crossref.
- Atmosphere–soil carbon transfer as a function of soil depth J. Balesdent et al. 10.1038/s41586-018-0328-3
- Bayesian calibration of the DayCent ecosystem model to simulate soil organic carbon dynamics and reduce model uncertainty R. Gurung et al. 10.1016/j.geoderma.2020.114529
- Bayesian inference and predictive performance of soil respiration models in the presence of model discrepancy A. Elshall et al. 10.5194/gmd-12-2009-2019
- Predicting the long‐term fate of buried organic carbon in colluvial soils Z. Wang et al. 10.1002/2014GB004912
- A multi-isotope model for simulating soil organic carbon cycling in eroding landscapes (WATEM_C v1.0) Z. Wang et al. 10.5194/gmd-13-4977-2020
- Parametrization consequences of constraining soil organic matter models by total carbon and radiocarbon using long-term field data L. Menichetti et al. 10.5194/bg-13-3003-2016
- Optimizing duration of incubation experiments for understanding soil carbon decomposition X. Guan et al. 10.1016/j.geoderma.2022.116225
- Model structure and parameter identification of soil organic matter models C. Sierra et al. 10.1016/j.soilbio.2015.08.012
- Advanced Bayesian approaches for state-space models with a case study on soil carbon sequestration M. Davoudabadi et al. 10.1016/j.envsoft.2020.104919
- Quantification of vertical solid matter transfers in soils during pedogenesis by a multi-tracer approach M. Jagercikova et al. 10.1007/s11368-016-1560-9
- Modeling dynamic soil carbon attributes among common southern New England land uses D. Millar et al. 10.1016/j.geodrs.2022.e00570
- Is priming effect a significant process for long-term SOC dynamics? Analysis of a 52-years old experiment R. Cardinael et al. 10.1007/s10533-014-0063-2
- Constraining a coupled erosion and soil organic carbon model using hillslope‐scale patterns of carbon stocks and pool composition Z. Wang et al. 10.1002/2014JG002768
- DRIFTS band areas as measured pool size proxy to reduce parameter uncertainty in soil organic matter models M. Laub et al. 10.5194/bg-17-1393-2020
- Constrained partitioning of autotrophic and heterotrophic respiration reduces model uncertainties of forest ecosystem carbon fluxes but not stocks M. Carbone et al. 10.1002/2016JG003386
- Modeling radiocarbon dynamics in soils: SoilR version 1.1 C. Sierra et al. 10.5194/gmd-7-1919-2014
- Using litter chemistry controls on microbial processes to partition litter carbon fluxes with the Litter Decomposition and Leaching (LIDEL) model E. Campbell et al. 10.1016/j.soilbio.2016.06.007
- Modification of the RothC model to simulate soil C mineralization of exogenous organic matter C. Mondini et al. 10.5194/bg-14-3253-2017
- Methods for estimating temperature sensitivity of soil organic matter based on incubation data: A comparative evaluation J. Liang et al. 10.1016/j.soilbio.2014.10.005
- Understanding the dominant controls on litter decomposition M. Bradford et al. 10.1111/1365-2745.12507
- SAMM version 1.0: a numerical model for microbial- mediated soil aggregate formation M. Laub et al. 10.5194/gmd-17-931-2024
- Deep soil carbon dynamics are driven more by soil type than by climate: a worldwide meta‐analysis of radiocarbon profiles J. Mathieu et al. 10.1111/gcb.13012
- Soil organic carbon models need independent time-series validation for reliable prediction J. Le Noë et al. 10.1038/s43247-023-00830-5
- Modeling temperature sensitivity of soil organic matter decomposition: Splitting the pools M. Laub et al. 10.1016/j.soilbio.2020.108108
- Sequential Monte-Carlo algorithms for Bayesian model calibration – A review and method comparison✰ M. Speich et al. 10.1016/j.ecolmodel.2021.109608
- Stocks and dynamics of soil organic carbon and coarse woody debris in three managed and unmanaged temperate forests I. Krueger et al. 10.1007/s10342-016-1013-4
- Contribution of sorption, DOC transport and microbial interactions to the 14C age of a soil organic carbon profile: Insights from a calibrated process model B. Ahrens et al. 10.1016/j.soilbio.2015.06.008
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