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Notebook for "Fluxes vs. Pools: Connecting Temperature Dependence and Sensitivity of Soil Carbon Dynamics Across Timescales""


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Created: Aug 13, 2025 at 2:28 p.m. (UTC)
Last updated: Aug 13, 2025 at 3:35 p.m. (UTC)
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Abstract

This Data Resource includes the Mathematica notebook developed to generate the Figures for the manuscript titled "Fluxes vs. Pools: Connecting Temperature Dependence and Sensitivity of Soil Carbon Dynamics Across Timescales". The Notebook can be run using Mathematica or through a Wolfram Engine. The abstract of the manuscript:

As global temperature (T) regimes shift, there is growing interest in understanding the biotic and abiotic mechanisms driving short- and long-term changes in soil organic carbon (SOC) dynamics. Inconsistent terminology—particularly the use of T sensitivity and dependence—and varying methodological emphases on SOC pools versus fluxes can hinder the integration of experimental results with process-based models aimed at mechanistic insights into SOC-T responses. Here, we clarify the distinction between T dependence (e.g., Q10 formulations of fluxes) and T sensitivity (i.e., T the derivative of SOC fluxes or pools), and demonstrate how T responses of SOC fluxes are related to that of SOC pools. We apply this framework to analyze SOC dynamics using experimental data and a SOC model, examining both steady-state (quasi-static) and transient responses, including the change in heterotrophic respiration following a step-change in T. Our analysis reveals that the T dependence of SOC pools emerges from the T dependence of individual fluxes and is determined, at steady state, by ratios of Q10 values. This underscores the need to measure multiple SOC pools and fluxes, and to use process-based models, in order to estimate the Q10s accurately. Recognizing heterotrophic respiration as an emergent process, we showed that its short-term T response is influenced by the Q10 ratio of microbial uptake and maintenance processes, while the long-term decline arises from mass-balance constraints. Our results offer a mechanistic basis for integrating flux- and pool-based studies and emphasize the importance of combining data and models to quantify SOC-T responses across temporal scales.

Subject Keywords

Coverage

Spatial

Coordinate System/Geographic Projection:
WGS 84 EPSG:4326
Coordinate Units:
Decimal degrees
North Latitude
67.3399°
East Longitude
8.0859°
South Latitude
2.8114°
West Longitude
-104.4141°

Temporal

Start Date:
End Date:

Content

Additional Metadata

Name Value
Figure generation Running the Notebook as is will automatically generate the Figures and export them to the working folder. For Figure 4, legends will also be exported automatically as separate image files.

Credits

Funding Agencies

This resource was created using funding from the following sources:
Agency Name Award Title Award Number
National Science Foundation DEB-2241389

Contributors

People or Organizations that contributed technically, materially, financially, or provided general support for the creation of the resource's content but are not considered authors.

Name Organization Address Phone Author Identifiers
Aaron Thompson University of Georgia
Jennifer Pett-Ridge Lawrence Livermore National Laboratory
Sherlynette Pérez Castro University of North Carolina
Shibli Sadik Tulip Texas A&M University
ZIvko Nikolov Texas A&M University

How to Cite

Calabrese, S. (2025). Notebook for "Fluxes vs. Pools: Connecting Temperature Dependence and Sensitivity of Soil Carbon Dynamics Across Timescales"", HydroShare, http://www.hydroshare.org/resource/e5715e5d1b5b4ff597759c5e2c375ad1

This resource is shared under the Creative Commons Attribution CC BY.

http://creativecommons.org/licenses/by/4.0/
CC-BY

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