Biogeochemical modeling of CO 2 and CH 4 production in anoxic Arcticsoil microcosms

Abstract. Soil organic carbon turnover to CO2 and CH4 is sensitive to soil redox potential and pH conditions. However, land surface models do not consider redox and pH in the aqueous phase explicitly, thereby limiting their use for making predictions in anoxic environments. Using recent data from incubations of Arctic soils, we extend the Community Land Model with coupled carbon and nitrogen (CLM-CN) decomposition cascade to include simple organic substrate turnover, fermentation, Fe(III) reduction, and methanogenesis reactions, and assess the efficacy of various temperature and pH response functions. Incorporating the Windermere Humic Aqueous Model (WHAM) enables us to approximately describe the observed pH evolution without additional parameterization. Although Fe(III) reduction is normally assumed to compete with methanogenesis, the model predicts that Fe(III) reduction raises the pH from acidic to neutral, thereby reducing environmental stress to methanogens and accelerating methane production when substrates are not limiting. The equilibrium speciation predicts a substantial increase in CO2 solubility as pH increases, and taking into account CO2 adsorption to surface sites of metal oxides further decreases the predicted headspace gas-phase fraction at low pH. Without adequate representation of these speciation reactions, as well as the impacts of pH, temperature, and pressure, the CO2 production from closed microcosms can be substantially underestimated based on headspace CO2 measurements only. Our results demonstrate the efficacy of geochemical models for simulating soil biogeochemistry and provide predictive understanding and mechanistic representations that can be incorporated into land surface models to improve climate predictions.

[1]  P. Čapek,et al.  Potential carbon emissions dominated by carbon dioxide from thawed permafrost soils , 2016 .

[2]  W. Oechel,et al.  A multi-scale comparison of modeled and observed seasonal methane emissions in northern wetlands , 2016 .

[3]  H. Tian,et al.  Reviews and syntheses: Four decades of modeling methane cycling in terrestrial ecosystems , 2016 .

[4]  D. Graham,et al.  Effects of warming on the degradation and production of low-molecular-weight labile organic carbon in an Arctic tundra soil , 2016 .

[5]  F. Hoffman,et al.  Addressing numerical challenges in introducing a reactive transport code into a land surface model: a biogeochemical modeling proof-of-concept with CLM–PFLOTRAN 1.0 , 2016 .

[6]  Anna Liljedahl,et al.  Cold season emissions dominate the Arctic tundra methane budget , 2015, Proceedings of the National Academy of Sciences.

[7]  D. Graham,et al.  Geochemical drivers of organic matter decomposition in arctic tundra soils , 2015, Biogeochemistry.

[8]  P. Ciais,et al.  A simplified, data-constrained approach to estimate the permafrost carbon–climate feedback , 2015, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[9]  D. Graham,et al.  Pathways of anaerobic organic matter decomposition in tundra soils from Barrow, Alaska , 2015 .

[10]  R. Striegl,et al.  Ancient low–molecular-weight organic acids in permafrost fuel rapid carbon dioxide production upon thaw , 2015, Proceedings of the National Academy of Sciences.

[11]  D. Lawrence,et al.  Permafrost thaw and resulting soil moisture changes regulate projected high-latitude CO2 and CH4 emissions , 2015 .

[12]  P. Thornton,et al.  A microbial functional group‐based module for simulating methane production and consumption: Application to an incubated permafrost soil , 2015 .

[13]  Andreas Richter,et al.  A pan‐Arctic synthesis of CH4 and CO2 production from anoxic soil incubations , 2015, Global change biology.

[14]  X. Zhuang,et al.  Warmer temperature accelerates methane emissions from the Zoige wetland on the Tibetan Plateau without changing methanogenic community composition , 2015, Scientific Reports.

[15]  L. Øvreås,et al.  Response of Methanogens in Arctic Sediments to Temperature and Methanogenic Substrate Availability , 2015, PloS one.

[16]  Stephen J. Callister,et al.  Indexing Permafrost Soil Organic Matter Degradation Using High-Resolution Mass Spectrometry , 2015, PloS one.

[17]  Shungui Zhou,et al.  Effect of ferrihydrite biomineralization on methanogenesis in an anaerobic incubation from paddy soil , 2015 .

[18]  T. Urich,et al.  Metabolic and trophic interactions modulate methane production by Arctic peat microbiota in response to warming , 2015, Proceedings of the National Academy of Sciences.

[19]  L. T. Angenent,et al.  Methane suppression by iron and humic acids in soils of the Arctic Coastal Plain , 2015 .

[20]  Hanqin Tian,et al.  Global methane and nitrous oxide emissions from terrestrial ecosystems due to multiple environmental changes , 2015 .

[21]  F. Hugenholtz,et al.  Effect of temperature on the structure and activity of a methanogenic archaeal community during rice straw decomposition , 2015 .

[22]  T. Phelps,et al.  Stoichiometry and temperature sensitivity of methanogenesis and CO2 production from saturated polygonal tundra in Barrow, Alaska , 2015, Global change biology.

[23]  Jeremy B. Jones,et al.  Elevated dissolved organic carbon biodegradability from thawing and collapsing permafrost , 2014 .

[24]  Dipankar Dwivedi,et al.  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 , 2014 .

[25]  Malak M Tfaily,et al.  Changes in peat chemistry associated with permafrost thaw increase greenhouse gas production , 2014, Proceedings of the National Academy of Sciences.

[26]  B. Elberling,et al.  Circumpolar assessment of permafrost C quality and its vulnerability over time using long‐term incubation data , 2014, Global change biology.

[27]  B. Elberling,et al.  Long-term CO 2 production following permafrost thaw , 2013 .

[28]  Stephen M. Ogle,et al.  Predicting methanogenesis from rice paddies using the DAYCENT ecosystem model , 2013 .

[29]  D. Lipson,et al.  The contribution of Fe(III) and humic acid reduction to ecosystem respiration in drained thaw lake basins of the Arctic Coastal Plain , 2013 .

[30]  R. Aerts,et al.  Temperature sensitivity of peatland C and N cycling: Does substrate supply play a role? , 2013 .

[31]  E. Dinsdale,et al.  Metagenomic Insights into Anaerobic Metabolism along an Arctic Peat Soil Profile , 2013, PloS one.

[32]  S. Brooks,et al.  Prediction of aluminum, uranium, and co-contaminants precipitation and adsorption during titration of acidic sediments. , 2013, Environmental science & technology.

[33]  Qianlai Zhuang,et al.  Methane emissions from wetlands: biogeochemical, microbial, and modeling perspectives from local to global scales , 2013, Global change biology.

[34]  C. Beer,et al.  Predicting long‐term carbon mineralization and trace gas production from thawing permafrost of Northeast Siberia , 2013, Global change biology.

[35]  C. Schadt,et al.  U(VI) bioreduction with emulsified vegetable oil as the electron donor--model application to a field test. , 2013, Environmental science & technology.

[36]  C. Schadt,et al.  U(VI) bioreduction with emulsified vegetable oil as the electron donor--microcosm tests and model development. , 2013, Environmental science & technology.

[37]  T. Urich,et al.  Organic carbon transformations in high-Arctic peat soils: key functions and microorganisms , 2012, The ISME Journal.

[38]  Zong-Liang Yang,et al.  Technical description of version 4.5 of the Community Land Model (CLM) , 2013 .

[39]  David L. Parkhurst,et al.  Description of input and examples for PHREEQC version 3: a computer program for speciation, batch-reaction, one-dimensional transport, and inverse geochemical calculations , 2013 .

[40]  W. Post,et al.  Development of microbial-enzyme-mediated decomposition model parameters through steady-state and dynamic analyses. , 2013, Ecological applications : a publication of the Ecological Society of America.

[41]  K. Williams,et al.  Molecular Analysis of the In Situ Growth Rates of Subsurface Geobacter Species , 2012, Applied and Environmental Microbiology.

[42]  Catherine Prigent,et al.  Present state of global wetland extent and wetland methane modelling: methodology of a model inter-comparison project (WETCHIMP) , 2012 .

[43]  Fan Lü,et al.  Shift of pathways during initiation of thermophilic methanogenesis at different initial pH. , 2012, Bioresource technology.

[44]  Benjamin Poulter,et al.  Present state of global wetland extent and wetland methane modelling: conclusions from a model inter-comparison project (WETCHIMP) , 2012 .

[45]  H. Tian,et al.  Methane exchange between marshland and the atmosphere over China during 1949–2008 , 2012 .

[46]  Christian Blodau,et al.  Effects of experimental drying intensity and duration on respiration and methane production recovery in fen peat incubations , 2012 .

[47]  E. Schuur,et al.  The rate of permafrost carbon release under aerobic and anaerobic conditions and its potential effects on climate , 2012 .

[48]  J. Huissteden,et al.  Uncertainties in modelling CH 4 emissions from northern wetlands in glacial climates: the role of vegetation parameters , 2011 .

[49]  M. Mack,et al.  Effects of elevated nitrogen and temperature on carbon and nitrogen dynamics in Alaskan arctic and boreal soils , 2011 .

[50]  W. J. Riley,et al.  Barriers to predicting changes in global terrestrial methane fluxes: analyses using CLM4Me, a methane biogeochemistry model integrated in CESM , 2011 .

[51]  E. Roden,et al.  Microbial physiology-based model of ethanol metabolism in subsurface sediments. , 2011, Journal of contaminant hydrology.

[52]  Peter G. Hess,et al.  Sensitivity of wetland methane emissions to model assumptions: application and model testing against site observations , 2011 .

[53]  J. Yavitt,et al.  Anaerobic oxidation of methane: an underappreciated aspect of methane cycling in peatland ecosystems? , 2011 .

[54]  R. Sanford,et al.  The thermodynamic ladder in geomicrobiology , 2011, American Journal of Science.

[55]  W. Parton,et al.  ForCent model development and testing using the Enriched Background Isotope Study experiment , 2010 .

[56]  W. Oechel,et al.  Reduction of iron (III) and humic substances plays a major role in anaerobic respiration in an Arctic peat soil , 2010 .

[57]  I. Prentice,et al.  Implementation and evaluation of a new methane model within a dynamic global vegetation model: LPJ-WHyMe v1.3.1 , 2010 .

[58]  H. Tian,et al.  Interactive comment on “ Spatial and temporal patterns of CH 4 and N 2 O fluxes in terrestrial ecosystems of North America during 1979 – 2008 : application of a global biogeochemistry model ” by H , 2022 .

[59]  L. Krumholz,et al.  A thermodynamically-based model for predicting microbial growth and community composition coupled to system geochemistry: Application to uranium bioreduction. , 2007, Journal of contaminant hydrology.

[60]  H. Drake,et al.  Intermediary ecosystem metabolism as a main driver of methanogenesis in acidic wetland soil. , 2009, Environmental microbiology reports.

[61]  J. Huissteden,et al.  Uncertainties in modelling CH4 emissions from northern wetlands in glacial climates: effect of hydrological model and CH4 model structure , 2009 .

[62]  Amilcare Porporato,et al.  Soil carbon and nitrogen mineralization: Theory and models across scales , 2009 .

[63]  I. Mandic-Mulec,et al.  Wetland restoration and methanogenesis: the activity of microbial populations and competition for substrates at different temperatures , 2009 .

[64]  C. Blodau,et al.  Impact of experimental drought and rewetting on redox transformations and methanogenesis in mesocosms of a northern fen soil , 2009 .

[65]  M. Simpson,et al.  Temperature responses of individual soil organic matter components , 2008 .

[66]  K. Küsel,et al.  Competition of Fe(III) reduction and methanogenesis in an acidic fen. , 2008, FEMS microbiology ecology.

[67]  V. Torsvik,et al.  Effects of temperature on the diversity and community structure of known methanogenic groups and other archaea in high Arctic peat , 2008, The ISME Journal.

[68]  L. D. C O L W E L L Anaerobic Oxidation of Methane : Mechanisms , Bioenergetics , and the Ecology of Associated Microorganisms , 2008 .

[69]  Kazuyuki Yagi,et al.  Revising a process‐based biogeochemistry model (DNDC) to simulate methane emission from rice paddy fields under various residue management and fertilizer regimes , 2007 .

[70]  R. Betts,et al.  Changes in Atmospheric Constituents and in Radiative Forcing. Chapter 2 , 2007 .

[71]  L. Petrovskaya,et al.  Biogeochemistry of methane and methanogenic archaea in permafrost. , 2007, FEMS microbiology ecology.

[72]  K. Timmis,et al.  Shift from Acetoclastic to H2-Dependent Methanogenesis in a West Siberian Peat Bog at Low pH Values and Isolation of an Acidophilic Methanobacterium Strain , 2007, Applied and Environmental Microbiology.

[73]  P. Cappellen,et al.  Reactive iron(III) in sediments: Chemical versus microbial extractions , 2006 .

[74]  E. Davidson,et al.  Temperature sensitivity of soil carbon decomposition and feedbacks to climate change , 2006, Nature.

[75]  E. Davidson,et al.  On the variability of respiration in terrestrial ecosystems: moving beyond Q10 , 2006 .

[76]  P. Thornton,et al.  Ecosystem model spin-up: Estimating steady state conditions in a coupled terrestrial carbon and nitrogen cycle model , 2005 .

[77]  Abraham Esteve-Núñez,et al.  Growth of Geobacter sulfurreducens under nutrient-limiting conditions in continuous culture. , 2005, Environmental microbiology.

[78]  D. Canfield,et al.  Development of a sequential extraction procedure for iron: implications for iron partitioning in continentally derived particulates , 2005 .

[79]  R. Conrad,et al.  Acetoclastic and hydrogenotrophic methane production and methanogenic populations in an acidic West-Siberian peat bog. , 2004, Environmental microbiology.

[80]  Ronald G. Prinn,et al.  Joint Program on the Science and Policy of Global Change Methane Fluxes Between Terrestrial Ecosystems and the Atmosphere at Northern High Latitudes During the Past Century : A Retrospective Analysis with a Process-Based Biogeochemistry Model , 2004 .

[81]  J. Scholten,et al.  Direct inhibition of methanogenesis by ferric iron. , 2004, FEMS microbiology ecology.

[82]  P. Claus,et al.  Temporal change of 13C-isotope signatures and methanogenic pathways in rice field soil incubated anoxically at different temperatures , 2004 .

[83]  P. Bodegom,et al.  Modeling Methane Emissions from Rice Fields: Variability, Uncertainty, and Sensitivity Analysis of Processes Involved , 2000, Nutrient Cycling in Agroecosystems.

[84]  A. Kettunen Connecting methane fluxes to vegetation cover and water table fluctuations at microsite level: A modeling study , 2003 .

[85]  R. Conrad,et al.  Effect of temperature on the rate limiting step in the methanogenic degradation pathway in rice field soil , 2003 .

[86]  R. Grant,et al.  Methane efflux from boreal wetlands: Theory and testing of the ecosystem model Ecosys with chamber and tower flux measurements , 2002 .

[87]  Joshua P. Schimel,et al.  Temperature controls of microbial respiration in arctic tundra soils above and below freezing , 2002 .

[88]  C. Appelo,et al.  Surface complexation of ferrous iron and carbonate on ferrihydrite and the mobilization of arsenic. , 2002, Environmental science & technology.

[89]  R. Conrad,et al.  Saccharolytic activity and its role as a limiting step in methane formation during the anaerobic degradation of rice straw in rice paddy soil , 2002, Biology and Fertility of Soils.

[90]  Ingrid Kögel-Knabner,et al.  The macromolecular organic composition of plant and microbial residues as inputs to soil organic matter , 2002 .

[91]  J. Goudriaan,et al.  A mechanistic model on methane oxidation in a rice rhizosphere , 2001 .

[92]  F. Nelson,et al.  Soils of the Barrow region, Alaska , 2001 .

[93]  J. Scholten,et al.  Microbial processes of CH4 production in a rice paddy soil : Model and experimental validation. , 2001 .

[94]  B. Rittmann THE ROLE OF MOLECULAR METHODS IN ENVIRONMENTAL BIOTECHNOLOGY , 2001 .

[95]  Peter,et al.  Microbial processes of CH 4 production in a rice paddy soil : Model and experimental validation , 2001 .

[96]  J. Leckie,et al.  Carbonate adsorption on goethite under closed and open CO2 conditions , 2000 .

[97]  Martin Heimann,et al.  A process‐based, climate‐sensitive model to derive methane emissions from natural wetlands: Application to five wetland sites, sensitivity to model parameters, and climate , 2000 .

[98]  B. Patel,et al.  Taxonomic, phylogenetic, and ecological diversity of methanogenic Archaea. , 2000, Anaerobe.

[99]  P. Mccarty,et al.  Environmental Biotechnology: Principles and Applications , 2000 .

[100]  C. Arnosti Substrate specificity in polysaccharide hydrolysis: Contrasts between bottom water and sediments , 2000 .

[101]  A. Stams,et al.  Effects of alternative electron acceptors and temperature on methanogenesis in rice paddy soils , 1999 .

[102]  R. Conrad,et al.  Thermodynamics of methane production in different rice paddy soils from China, the Philippines and Italy , 1999 .

[103]  H. Neue,et al.  Effect of soil characteristics on sequential reduction and methane production in sixteen rice paddy soils from China, the Philippines, and Italy , 1999 .

[104]  D. L. Parkhurst,et al.  User's guide to PHREEQC (Version 2)-a computer program for speciation, batch-reaction, one-dimensional transport, and inverse geochemical calculations , 1999 .

[105]  Mingkui Cao,et al.  Global methane emission from wetlands and its sensitivity to climate change , 1998 .

[106]  Karl Dunbar Stephen,et al.  A model of the processes leading to methane emission from peatland , 1998 .

[107]  S. Kengen,et al.  Methane production as a function of anaerobic carbon mineralization: A process model , 1998 .

[108]  Robert F. Grant,et al.  Simulation of methanogenesis in the mathematical model ecosys , 1998 .

[109]  D. Lovley,et al.  Growth of Geobacter sulfurreducens with Acetate in Syntrophic Cooperation with Hydrogen-Oxidizing Anaerobic Partners , 1998, Applied and Environmental Microbiology.

[110]  B. Jørgensen,et al.  Temperature dependence of microbial degradation of organic matter in marine sediments: polysaccharide hydrolysis, oxygen consumption, and sulfate reduction , 1998 .

[111]  C. Arnosti Rapid potential rates of extracellular enzymatic hydrolysis in Arctic sediments , 1998 .

[112]  Reinoud Segers,et al.  Methane production and methane consumption: a review of processes underlying wetland methane fluxes , 1998 .

[113]  R. Conrad,et al.  Early initiation of methane production in anoxic rice soil despite the presence of oxidants , 1997 .

[114]  R. Conrad,et al.  Soil microorganisms as controllers of atmospheric trace gases (H2, CO, CH4, OCS, N2O, and NO). , 1996, Microbiological reviews.

[115]  M. Madigan,et al.  Brock Biology of Microorganisms , 1996 .

[116]  J. Russell,et al.  The effect of pH on ruminal methanogenesis , 1996 .

[117]  R. Conrad,et al.  Sequential reduction processes and initiation of CH4 production upon flooding of oxic upland soils , 1996 .

[118]  M. Busch,et al.  Molecular analysis of the , 1996 .

[119]  J. Dent,et al.  Modeling methane emissions from rice paddies , 1995 .

[120]  E. Tipping WHAM—a chemical equilibrium model and computer code for waters, sediments, and soils incorporating a discrete site/electrostatic model of ion-binding by humic substances , 1994 .

[121]  J. Lloyd,et al.  On the temperature dependence of soil respiration , 1994 .

[122]  J. Leckie,et al.  Complexation of carbonate species at the goethite surface: Implications for adsorption of metal ions in natural waters , 1994 .

[123]  B. Nicolardot,et al.  Carbon and nitrogen cycling through soil microbial biomass at various temperatures , 1994 .

[124]  G. A. Zavarzin,et al.  Methanogenic degradation of organic matter by anaerobic bacteria at low temperature , 1993 .

[125]  R. Grant,et al.  Simulation of carbon and nitrogen transformations in soil: mineralization. , 1993 .

[126]  P. Dunfield,et al.  Methane production and consumption in temperate and subarctic peat soils: Response to temperature and pH , 1993 .

[127]  R. Delaune,et al.  Soil Redox and pH Effects on Methane Production in a Flooded Rice Soil , 1993 .

[128]  E. Rastetter,et al.  Potential Net Primary Productivity in South America: Application of a Global Model. , 1991, Ecological applications : a publication of the Ecological Society of America.

[129]  F. Morel,et al.  Surface Complexation Modeling: Hydrous Ferric Oxide , 1990 .

[130]  B. Svensson Different Temperature Optima for Methane Formation When Enrichments from Acid Peat Are Supplemented with Acetate or Hydrogen , 1984, Applied and environmental microbiology.

[131]  S. F. Baron,et al.  Methanosarcina acetivorans sp. nov., an Acetotrophic Methane-Producing Bacterium Isolated from Marine Sediments , 1984, Applied and environmental microbiology.

[132]  J Olley,et al.  Relationship between temperature and growth rate of bacterial cultures , 1982, Journal of bacteriology.

[133]  P. Sharpe,et al.  Reaction kinetics of poikilotherm development. , 1977, Journal of theoretical biology.

[134]  W. Oechel,et al.  Response to Interactive comment on “ A multi-scale comparison of modeled and observed seasonal methane cycles in northern wetlands ” , 2022 .