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Title: Development of soil radiocarbon profiles in a reactive transport framework

Journal Article · · Geochimica et Cosmochimica Acta

Today, there is a greater appreciation for the importance of the physical protection of carbon (C) through interactions with mineral surfaces, isolation from microbes, and the important role of transport in shaping soil properties and controlling moisture limitations on decomposition. As our paradigm for soil organic carbon (SOC) preservation changes, so too should our representation of the underlying processes in soil models. Reactive transport models (RTMs) provide a framework capable of assessing the interactive influence of soil chemistry and transport processes on the accumulation and turnover of SOC. In this study, we present new developments in the isotopically enabled RTM ‘‘CrunchTope,” which is capable of explicitly tracking the three isotopes of carbon (12C, 13C, and 14C) and their fractionation between multiple coexisting and interacting solid, liquid and gas phases. This modeling framework opens the door to new applications of depth-resolved RTMs in application to SOC and deeper subsurface carbon reservoirs. Here, we demonstrate SOC accumulation and radiocarbon aging for long-timescale models of soil development in CrunchTope. Our goal is to assess advantages and limitations of such an approach and to identify the type and complexity of reaction networks that are required to adequately apply this model to SOC dynamics. We assess the behavior of this model relative to a high-resolution dataset of SOC content, stable isotope composition, and radiocarbon ages as well as physical and hydrologic data measured from a chronosequence of soils located near Santa Cruz, California. Starting from a previously published model using a simplified reaction network with a single class of carbon, we sequentially incorporate multiple C reservoirs subject to both reactivity and transport pathways. Our results indicate that multiple SOC pools with different mean ages of C do not inherently emerge as a result of including reactions which are conventionally expected to provide a diversity of transit times, i.e., sorption and complexation of SOC on mineral surfaces. Instead, transit times emerge as a result of the timescales of the reactions represented in the reaction network. For mineral associated C, the RTM framework imposes dynamic equilibrium with the fluid phase dissolved organic C, such that no distinction in radiocarbon ages is achieved between these pools. Aged C can be produced by including a solid-phase C reservoir, with a rate-limited solubilization coefficient. Aging of SOC in this way is more akin to selective preservation than to mineral protection and, while such a mechanism may be at play in many soils, mineral protection is thought to be at least as important. As such, our results indicate that additional parameterization is required to reproduce the heterogeneity of carbon transit times that result from organo-mineral interactions. These efforts show the promise of a modeling approach where the varied transit time of soil C emerges from the dynamic physical and hydrologic properties of the model rather than from the a priori assignment of operationally defined pools.

Research Organization:
Univ. of Illinois at Urbana-Champaign, IL (United States); U.S. Geological Survey, Denver, CO (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
SC0019198
OSTI ID:
1798524
Alternate ID(s):
OSTI ID: 1852929
Journal Information:
Geochimica et Cosmochimica Acta, Journal Name: Geochimica et Cosmochimica Acta Vol. 306 Journal Issue: C; ISSN 0016-7037
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (65)

Deep soil carbon dynamics are driven more by soil type than by climate: a worldwide meta-analysis of radiocarbon profiles journal October 2015
A multiisotope C and N modeling analysis of soil organic matter turnover and transport as a function of soil depth in a California annual grassland soil chronosequence: ORGANIC MATTER DYNAMICS IN A SOIL CHRONOSEQUENCE journal December 2002
Shifting microbial community structure across a marine terrace grassland chronosequence, Santa Cruz, California journal January 2010
Long residence times of rapidly decomposable soil organic matter: application of a multi-phase, multi-component, and vertically resolved model (BAMS1) to soil carbon dynamics journal January 2014
Multiple models and experiments underscore large uncertainty in soil carbon dynamics journal October 2018
A theoretical analysis of microbial eco-physiological and diffusion limitations to carbon cycling in drying soils journal June 2014
Weathering controls on mechanisms of carbon storage in grassland soils: WEATHERING CONTROLS ON CARBON STORAGE journal December 2004
A large column analog experiment of stable isotope variations during reactive transport: I. A comprehensive model of sulfur cycling and δ34S fractionation journal January 2014
Abiotic and Biotic Controls on Soil Organo–Mineral Interactions: Developing Model Structures to Analyze Why Soil Organic Matter Persists journal September 2019
A sequential selective dissolution method to quantify storage and stability of organic carbon associated with Al and Fe hydroxide phases journal February 2018
Cycling downwards – dissolved organic matter in soils journal September 2012
The role of reaction affinity and secondary minerals in regulating chemical weathering rates at the Santa Cruz Soil Chronosequence, California journal May 2009
Expanding the role of reactive transport models in critical zone processes journal February 2017
Persistence of dissolved organic matter explained by molecular changes during its passage through soil journal August 2019
The age distribution of global soil carbon inferred from radiocarbon measurements journal June 2020
Improving understanding of soil organic matter dynamics by triangulating theories, measurements, and models journal July 2018
Stochastic and deterministic interpretation of pool models journal March 2021
Persistence of soil organic matter as an ecosystem property journal October 2011
Chemical weathering of a marine terrace chronosequence, Santa Cruz, California I: Interpreting rates and controls based on soil concentration–depth profiles journal January 2008
Chemical weathering of a marine terrace chronosequence, Santa Cruz, California. Part II: Solute profiles, gradients and the comparisons of contemporary and long-term weathering rates journal May 2009
Soil carbon storage controlled by interactions between geochemistry and climate journal August 2015
Managing uncertainty in soil carbon feedbacks to climate change journal July 2016
Density fractionation of forest soils: methodological questions and interpretation of incubation results and turnover time in an ecosystem context journal March 2007
Long-term controls on soil organic carbon with depth and time: A case study from the Cowlitz River Chronosequence, WA USA journal June 2015
Structured Heterogeneity in a Marine Terrace Chronosequence: Upland Mottling journal February 2016
Dynamic, Intermediate Soil Carbon Pools May Drive Future Responsiveness to Environmental Change journal July 2018
Mineral properties, microbes, transport, and plant-input profiles control vertical distribution and age of soil carbon stocks journal April 2017
Resilience vs. historical contingency in microbial responses to environmental change journal May 2015
Calcium isotope fractionation in groundwater: Molecular scale processes influencing field scale behavior journal October 2013
Soil organic matter turnover is governed by accessibility not recalcitrance journal March 2012
Modeling the influence of organic acids on soil weathering journal August 2014
The landscape of soil carbon data: Emerging questions, synergies and databases journal May 2019
Description of input and examples for PHREEQC version 3: a computer program for speciation, batch-reaction, one-dimensional transport, and inverse geochemical calculations report January 2013
Toward improved model structures for analyzing priming: potential pitfalls of using bulk turnover time journal November 2015
The muddle of ages, turnover, transit, and residence times in the carbon cycle journal November 2016
Global Carbon Budget 2019 journal January 2019
Reactive transport codes for subsurface environmental simulation journal September 2014
The Art of Reactive Transport Model Building journal April 2019
Use of a new 10Be and 26Al inventory method to date marine terraces, Santa Cruz, California, USA journal January 2001
Mineral control of soil organic carbon storage and turnover journal September 1997
Age of soil Organic Matter and soil Respiration: Radiocarbon Constraints on Belowground c Dynamics journal April 2000
Uncertainties in CMIP5 Climate Projections due to Carbon Cycle Feedbacks journal January 2014
The contentious nature of soil organic matter journal November 2015
Soil carbon storage informed by particulate and mineral-associated organic matter journal November 2019
Perspectives on geochemical proxies: The impact of model and parameter selection on the quantification of carbonate recrystallization rates journal November 2017
Persistence of soil organic carbon caused by functional complexity journal July 2020
Toward more realistic projections of soil carbon dynamics by Earth system models: SOIL CARBON MODELING journal January 2016
Arctic Soil Governs Whether Climate Change Drives Global Losses or Gains in Soil Carbon journal December 2019
Using in situ produced cosmogenic isotopes to estimate rates of landscape evolution: A review from the geomorphic perspective journal July 1994
Causes of variation in soil carbon simulations from CMIP5 Earth system models and comparison with observations journal January 2013
Microbial control over carbon cycling in soil journal January 2012
Reactive Transport Modeling of Coupled Processes in Nanoporous Media journal September 2019
From pools to flow: The PROMISE framework for new insights on soil carbon cycling in a changing world journal October 2020
Stable Isotope Fractionation by Transport and Transformation journal September 2019
Soil carbon cycling in a temperate forest: radiocarbon-based estimates of residence times, sequestration rates and partitioning of fluxes journal January 2000
Radiocarbon constraints imply reduced carbon uptake by soils during the 21st century journal September 2016
Benchmarking the simulation of Cr isotope fractionation journal August 2014
Soil Respiration Response to Rainfall Modulated by Plant Phenology in a Montane Meadow, East River, Colorado, USA journal October 2020
Modeling Transient Soil Moisture Limitations on Microbial Carbon Respiration journal July 2019
Bomb 14C enrichment indicates decadal C pool in deep soil? journal June 2007
A conceptual model of organo-mineral interactions in soils: self-assembly of organic molecular fragments into zonal structures on mineral surfaces journal June 2007
Density fractions versus size separates: does physical fractionation isolate functional soil compartments? journal January 2012
The mineral dissolution rate conundrum: Insights from reactive transport modeling of U isotopes and pore fluid chemistry in marine sediments journal January 2006
Discussion Reporting of 14 C Data journal January 1977
Radiocarbon and Soil Carbon Dynamics journal May 2009