Preprints
https://doi.org/10.5194/egusphere-2023-2069
https://doi.org/10.5194/egusphere-2023-2069
05 Oct 2023
 | 05 Oct 2023

Modeling boreal forest soil dynamics with the microbially explicit soil model MIMICS+ (v1.0)

Elin Ristorp Aas, Heleen A. de Wit, and Terje Koren Berntsen

Abstract. Understanding carbon exchange processes between land reservoirs and the atmosphere is essential for predicting carbon-climate feedbacks. Still, considerable uncertainty remains in the representation of the terrestrial carbon cycle in Earth System Models. An emerging strategy to constrain these uncertainties is to include the role of different microbial groups explicitly. Following this approach, we extend the framework of the MIcrobial-MIneral Carbon Stabilization (MIMICS) model with additional mycorrhizal groups and a nitrogen cycle that includes a novel representation of inorganic nitrogen sorption to particles via a Langmuir isotherm. MIMICS+ v1.0 is designed to capture and quantify relationships between soil microorganisms and their environment, with a particular emphasis on boreal ecosystems. We evaluated MIMICS+ against podzolic soil profiles in Norwegian forests as well as the conventional Community Land Model (CLM). MIMICS+ matched observed carbon stocks better than CLM, and gave a broader range of C:N ratios, more in line with observations. This is mainly explained by a higher direct-plant-derived fraction into the Soil Organic Matter (SOM) pools. The model produces microbial biomass estimates in line with numbers reported in the literature. MIMICS+ also showed better representation of climate gradients than CLM, especially in terms of temperature. To investigate responses to changes in nutrient availability, we performed an N enrichment experiment, and found that nitrogen sorbed to particles through the sorption algorithm served as a long-term storage of nutrients for the microbes. Furthermore, although the microbial groups responded considerably to the nitrogen enrichment, we only saw minor responses for carbon storage and respiration. Together, our results present MIMICS+ as an attractive tool for further investigations of interactions between microbial functioning and their (changing) environment.

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Journal article(s) based on this preprint

16 Apr 2024
Modeling boreal forest soil dynamics with the microbially explicit soil model MIMICS+ (v1.0)
Elin Ristorp Aas, Heleen A. de Wit, and Terje K. Berntsen
Geosci. Model Dev., 17, 2929–2959, https://doi.org/10.5194/gmd-17-2929-2024,https://doi.org/10.5194/gmd-17-2929-2024, 2024
Short summary
Elin Ristorp Aas, Heleen A. de Wit, and Terje Koren Berntsen

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2023-2069', Anonymous Referee #1, 22 Oct 2023
    • AC2: 'Reply on RC1', Elin Ristorp Aas, 22 Dec 2023
  • RC2: 'Comment on egusphere-2023-2069', Anonymous Referee #2, 18 Nov 2023
    • AC1: 'Reply on RC2', Elin Ristorp Aas, 22 Dec 2023

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2023-2069', Anonymous Referee #1, 22 Oct 2023
    • AC2: 'Reply on RC1', Elin Ristorp Aas, 22 Dec 2023
  • RC2: 'Comment on egusphere-2023-2069', Anonymous Referee #2, 18 Nov 2023
    • AC1: 'Reply on RC2', Elin Ristorp Aas, 22 Dec 2023

Peer review completion

AR: Author's response | RR: Referee report | ED: Editor decision | EF: Editorial file upload
AR by Elin Ristorp Aas on behalf of the Authors (02 Feb 2024)  Author's response   Author's tracked changes   Manuscript 
ED: Publish subject to minor revisions (review by editor) (23 Feb 2024) by Sam Rabin
AR by Elin Ristorp Aas on behalf of the Authors (27 Feb 2024)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (28 Feb 2024) by Sam Rabin
AR by Elin Ristorp Aas on behalf of the Authors (29 Feb 2024)

Post-review adjustments

AA: Author's adjustment | EA: Editor approval
AA by Elin Ristorp Aas on behalf of the Authors (10 Apr 2024)   Author's adjustment   Manuscript
EA: Adjustments approved (12 Apr 2024) by Sam Rabin

Journal article(s) based on this preprint

16 Apr 2024
Modeling boreal forest soil dynamics with the microbially explicit soil model MIMICS+ (v1.0)
Elin Ristorp Aas, Heleen A. de Wit, and Terje K. Berntsen
Geosci. Model Dev., 17, 2929–2959, https://doi.org/10.5194/gmd-17-2929-2024,https://doi.org/10.5194/gmd-17-2929-2024, 2024
Short summary
Elin Ristorp Aas, Heleen A. de Wit, and Terje Koren Berntsen

Model code and software

MIMICSplus Elin Ristorp Aas https://doi.org/10.5281/zenodo.8394839

Elin Ristorp Aas, Heleen A. de Wit, and Terje Koren Berntsen

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Latest update: 03 Sep 2024
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Short summary
By including microbial processes in soil models, we learn about how the soil system interacts with its environment, and responds to climate change. We present a soil process model, MIMICS+, able to reproduce carbon stocks found in boreal forest soils better than a conventional land model. With the model we also found that when adding nitrogen, the relationship between soil microbes changed notably. Coupling the model to a vegetation model, will allow further investigation of these mechanisms.