Soil Organic Matter Temperature Sensitivity Cannot be Directly Inferred From Spatial Gradients

Abramoff, Rose Z.; Torn, Margaret S.; Georgiou, Katerina; Tang, Jinyun; Riley, William J.

doi:10.1029/2018gb006001

Title: Soil Organic Matter Temperature Sensitivity Cannot be Directly Inferred From Spatial Gradients

Journal Article · Mon May 06 00:00:00 EDT 2019 · Global Biogeochemical Cycles

DOI:https://doi.org/10.1029/2018gb006001· OSTI ID:1574331

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Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States); Lab. des Sciences du Climat et de l'Environnment, Gif‐sur‐Yvette (France)
Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States); Univ. of California, Berkeley, CA (United States)
Lawrence Berkeley National Laboratory Berkeley CA USA; University of California, Berkeley Berkeley CA USA
Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)

Developing and testing decadal-scale predictions of soil response to climate change is difficult because there are few long-term warming experiments or other direct observations of temperature response. As a result, spatial variation in temperature is often used to characterize the influence of temperature on soil organic carbon (SOC) stocks under current and warmer temperatures. This approach assumes that the decadal-scale response of SOC to warming is similar to the relationship between temperature and SOC stocks across sites that are at quasi steady state; however, this assumption is poorly tested. We developed four variants of a Reaction-network-based model of soil organic matter and microbes using measured SOC stocks from a 4,000-km latitudinal transect. Each variant reflects different assumptions about the temperature sensitivities of microbial activity and mineral sorption. All four model variants predicted the same response of SOC to temperature at steady state, but different projections of transient warming responses. The relative importance of Q_max, mean annual temperature, and net primary production, assessed using a machine-learning algorithm, changed depending on warming duration. When mineral sorption was temperature sensitive, the predicted average change in SOC after 100 years of 5 °C warming was –18% if warming decreased sorption or +9% if warming increased sorption. When microbial activity was temperature sensitive but mineral sorption was not, average site-level SOC loss was 5%. Here, we conclude that spatial climate gradients of SOC stocks are insufficient to constrain the transient response; measurements that distinguish process controls and/or observations from long-term warming experiments, especially mineral fractions, are needed.

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Research Organization:: Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)

Sponsoring Organization:: USDOE Office of Science (SC), Basic Energy Sciences (BES); USDOE Office of Science (SC), Biological and Environmental Research (BER)

Grant/Contract Number:: AC02-05CH11231; AC02‐05CH11231

OSTI ID:: 1574331

Alternate ID(s):: OSTI ID: 1560217

Journal Information:: Global Biogeochemical Cycles, Vol. 33, Issue 6; ISSN 0886-6236

Publisher:: American Geophysical Union (AGU)Copyright Statement

Country of Publication:: United States

Language:: English

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Cited by: 14 works

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References (103)

Deep soil carbon dynamics are driven more by soil type than by climate: a worldwide meta-analysis of radiocarbon profiles Mathieu, Jordane A.; Hatté, Christine; Balesdent, Jérôme Global Change Biology, Vol. 21, Issue 11 https://doi.org/10.1111/gcb.13012	journal	October 2015
Climatic, edaphic, and biotic controls over storage and turnover of carbon in soils Schimel, David S.; Braswell, B. H.; Holland, Elisabeth A. Global Biogeochemical Cycles, Vol. 8, Issue 3 https://doi.org/10.1029/94GB00993	journal	September 1994
Multiple models and experiments underscore large uncertainty in soil carbon dynamics Sulman, Benjamin N.; Moore, Jessica A. M.; Abramoff, Rose Biogeochemistry, Vol. 141, Issue 2 https://doi.org/10.1007/s10533-018-0509-z	journal	October 2018
Differential responses of production and respiration to temperature and moisture drive the carbon balance across a climatic gradient in New Mexico: CARBON BALANCE ACROSS NM ELEVATIONAL GRADIENT Anderson-Teixeira, Kristina J.; Delong, John P.; Fox, Andrew M. Global Change Biology, Vol. 17, Issue 1 https://doi.org/10.1111/j.1365-2486.2010.02269.x	journal	December 2010
Hemlock loss due to the hemlock woolly adelgid does not affect ecosystem C storage but alters its distribution Raymer, Poliana C. L.; Orwig, David A.; Finzi, Adrien C. Ecosphere, Vol. 4, Issue 5 https://doi.org/10.1890/ES12-00362.1	journal	May 2013
Incorporating microbial dormancy dynamics into soil decomposition models to improve quantification of soil carbon dynamics of northern temperate forests He, Yujie; Yang, Jinyan; Zhuang, Qianlai Journal of Geophysical Research: Biogeosciences, Vol. 120, Issue 12 https://doi.org/10.1002/2015JG003130	journal	December 2015
Soil Organic Matter Dynamics Along Gradients in Temperature and Land Use on the Island of Hawaii Townsend, Alan R.; Vitousek, Peter M.; Trumbore, Susan E. Ecology, Vol. 76, Issue 3 https://doi.org/10.2307/1939339	journal	April 1995
Adaptation of soil microbial communities to temperature: comparison of fungi and bacteria in a laboratory experiment: TEMPERATURE ADAPTATION OF SOIL MICROORGANISMS BÁRcenas-Moreno, Gema; GÓMez-BrandÓN, Maria; Rousk, Johannes Global Change Biology, Vol. 15, Issue 12 https://doi.org/10.1111/j.1365-2486.2009.01882.x	journal	February 2009
Temperature adaptation of bacterial communities in experimentally warmed forest soils Rousk, Johannes; Frey, Serita D.; Bååth, Erland Global Change Biology, Vol. 18, Issue 10 https://doi.org/10.1111/j.1365-2486.2012.02764.x	journal	July 2012
Analysis of Factors Controlling Soil Organic Matter Levels in Great Plains Grasslands1 Parton, W. J.; Schimel, D. S.; Cole, C. V. Soil Science Society of America Journal, Vol. 51, Issue 5 https://doi.org/10.2136/sssaj1987.03615995005100050015x	journal	January 1987
Convergent ecosystem responses to 23-year ambient and manipulated warming link advancing snowmelt and shrub encroachment to transient and long-term climate-soil carbon feedback Harte, John; Saleska, Scott R.; Levy, Charlotte Global Change Biology, Vol. 21, Issue 6 https://doi.org/10.1111/gcb.12831	journal	January 2015
Temperature sensitivity of tropical forest soil respiration increase along an altitudinal gradient with ongoing decomposition Zimmermann, Michael; Bird, Michael I. Geoderma, Vol. 187-188 https://doi.org/10.1016/j.geoderma.2012.04.015	journal	October 2012
ORCHIMIC (v1.0), a microbe-mediated model for soil organic matter decomposition Huang, Ye; Guenet, Bertrand; Ciais, Philippe Geoscientific Model Development, Vol. 11, Issue 6 https://doi.org/10.5194/gmd-11-2111-2018	journal	January 2018
Rainfall-induced carbon dioxide pulses result from sequential resuscitation of phylogenetically clustered microbial groups Placella, S. A.; Brodie, E. L.; Firestone, M. K. Proceedings of the National Academy of Sciences, Vol. 109, Issue 27 https://doi.org/10.1073/pnas.1204306109	journal	June 2012
Quantifying global soil carbon losses in response to warming Crowther, T. W.; Todd-Brown, K. E. O.; Rowe, C. W. Nature, Vol. 540, Issue 7631 https://doi.org/10.1038/nature20150	journal	November 2016
Higher climatological temperature sensitivity of soil carbon in cold than warm climates Koven, Charles D.; Hugelius, Gustaf; Lawrence, David M. Nature Climate Change, Vol. 7, Issue 11 https://doi.org/10.1038/nclimate3421	journal	October 2017
Isothermal Titration Calorimetry as an Indicator of Phosphorus Sorption Behavior Penn, Chad J.; Zhang, Hailin Soil Science Society of America Journal, Vol. 74, Issue 2 https://doi.org/10.2136/sssaj2009.0199	journal	January 2010
Controls on the Dynamics of Dissolved Organic Matter in Soils: a Review Kalbitz, K.; Solinger, S.; Park, J. -H. Soil Science, Vol. 165, Issue 4 https://doi.org/10.1097/00010694-200004000-00001	journal	January 2000
Compositional and Functional Shifts in Microbial Communities Due to Soil Warming Zogg, Gregory P.; Zak, Donald R.; Ringelberg, David B. Soil Science Society of America Journal, Vol. 61, Issue 2 https://doi.org/10.2136/sssaj1997.03615995006100020015x	journal	January 1997
Sorption temperature and the stability of iron-bound soil organic matter Nguyen, M. L.; Goldfarb, J. L.; Plante, A. F. Geoderma, Vol. 341 https://doi.org/10.1016/j.geoderma.2019.01.040	journal	May 2019
Biological, chemical and thermal indices of soil organic matter stability in four grassland soils Plante, Alain F.; Fernández, José M.; Haddix, Michelle L. Soil Biology and Biochemistry, Vol. 43, Issue 5 https://doi.org/10.1016/j.soilbio.2011.01.024	journal	May 2011
Contribution of sorption, DOC transport and microbial interactions to the 14C age of a soil organic carbon profile: Insights from a calibrated process model Ahrens, Bernhard; Braakhekke, Maarten C.; Guggenberger, Georg Soil Biology and Biochemistry, Vol. 88 https://doi.org/10.1016/j.soilbio.2015.06.008	journal	September 2015
The Dual Arrhenius and Michaelis-Menten kinetics model for decomposition of soil organic matter at hourly to seasonal time scales Davidson, Eric A.; Samanta, Sudeep; Caramori, Samantha S. Global Change Biology, Vol. 18, Issue 1 https://doi.org/10.1111/j.1365-2486.2011.02546.x	journal	October 2011
Sorption characteristics of lead and cadmium in some soils of India Adhikari, Tapan; Singh, M. V. Geoderma, Vol. 114, Issue 1-2 https://doi.org/10.1016/S0016-7061(02)00352-X	journal	May 2003
Microbial models with data-driven parameters predict stronger soil carbon responses to climate change Hararuk, Oleksandra; Smith, Matthew J.; Luo, Yiqi Global Change Biology, Vol. 21, Issue 6 https://doi.org/10.1111/gcb.12827	journal	March 2015
Mineral properties, microbes, transport, and plant-input profiles control vertical distribution and age of soil carbon stocks Dwivedi, D.; Riley, W. J.; Torn, M. S. Soil Biology and Biochemistry, Vol. 107 https://doi.org/10.1016/j.soilbio.2016.12.019	journal	April 2017
Warming-related increases in soil CO2 efflux are explained by increased below-ground carbon flux Giardina, Christian P.; Litton, Creighton M.; Crow, Susan E. Nature Climate Change, Vol. 4, Issue 9 https://doi.org/10.1038/nclimate2322	journal	July 2014
The Millennial model: in search of measurable pools and transformations for modeling soil carbon in the new century Abramoff, Rose; Xu, Xiaofeng; Hartman, Melannie Biogeochemistry, Vol. 137, Issue 1-2 https://doi.org/10.1007/s10533-017-0409-7	journal	December 2017
The Michaelis-Menten kinetics of soil extracellular enzymes in response to temperature: a cross-latitudinal study German, Donovan P.; Marcelo, Kathleen R. B.; Stone, Madeleine M. Global Change Biology, Vol. 18, Issue 4 https://doi.org/10.1111/j.1365-2486.2011.02615.x	journal	January 2012
Old and stable soil organic matter is not necessarily chemically recalcitrant: implications for modeling concepts and temperature sensitivity: SLOW TURNOVER OF LABILE SOIL ORGANIC MATTER Kleber, Markus; Nico, Peter S.; Plante, Alain Global Change Biology, Vol. 17, Issue 2 https://doi.org/10.1111/j.1365-2486.2010.02278.x	journal	January 2011
Weaker soil carbon–climate feedbacks resulting from microbial and abiotic interactions Tang, Jinyun; Riley, William J. Nature Climate Change, Vol. 5, Issue 1 https://doi.org/10.1038/nclimate2438	journal	November 2014
Microbe-driven turnover offsets mineral-mediated storage of soil carbon under elevated CO2 Sulman, Benjamin N.; Phillips, Richard P.; Oishi, A. Christopher Nature Climate Change, Vol. 4, Issue 12 https://doi.org/10.1038/nclimate2436	journal	November 2014
Development of microbial-enzyme-mediated decomposition model parameters through steady-state and dynamic analyses Wang, Gangsheng; Post, Wilfred M.; Mayes, Melanie A. Ecological Applications, Vol. 23, Issue 1 https://doi.org/10.1890/12-0681.1	journal	January 2013
Explicitly representing soil microbial processes in Earth system models: Soil microbes in earth system models Wieder, William R.; Allison, Steven D.; Davidson, Eric A. Global Biogeochemical Cycles, Vol. 29, Issue 10 https://doi.org/10.1002/2015GB005188	journal	October 2015
Common features of protein unfolding and dissolution of hydrophobic compounds Murphy, K.; Privalov, P.; Gill, S. Science, Vol. 247, Issue 4942 https://doi.org/10.1126/science.2300815	journal	February 1990
Carbon sequestration is related to mycorrhizal fungal community shifts during long-term succession in boreal forests Clemmensen, Karina E.; Finlay, Roger D.; Dahlberg, Anders New Phytologist, Vol. 205, Issue 4 https://doi.org/10.1111/nph.13208	journal	December 2014
Soil microbial responses to experimental warming and clipping in a tallgrass prairie Zhang, W.; Parker, K. M.; Luo, Y. Global Change Biology, Vol. 11, Issue 2 https://doi.org/10.1111/j.1365-2486.2005.00902.x	journal	February 2005
Soil microbial community response to drying and rewetting stress: does historical precipitation regime matter? Evans, Sarah E.; Wallenstein, Matthew D. Biogeochemistry, Vol. 109, Issue 1-3 https://doi.org/10.1007/s10533-011-9638-3	journal	September 2011
Adsorption and desorption of natural organic matter on iron oxide: mechanisms and models Gu, Baohua.; Schmitt, Juergen.; Chen, Zhihong. Environmental Science & Technology, Vol. 28, Issue 1 https://doi.org/10.1021/es00050a007	journal	January 1994
Global Validation of Linear Model Assumptions Peña, Edsel A.; Slate, Elizabeth H. Journal of the American Statistical Association, Vol. 101, Issue 473 https://doi.org/10.1198/016214505000000637	journal	March 2006
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 Riley, W. J.; Maggi, F.; Kleber, M. Geoscientific Model Development, Vol. 7, Issue 4 https://doi.org/10.5194/gmd-7-1335-2014	journal	January 2014
Experimental warming effects on the microbial community of a temperate mountain forest soil Schindlbacher, A.; Rodler, A.; Kuffner, M. Soil Biology and Biochemistry, Vol. 43, Issue 7 https://doi.org/10.1016/j.soilbio.2011.03.005	journal	July 2011
Temperature and soil organic matter decomposition rates - synthesis of current knowledge and a way forward Conant, Richard T.; Ryan, Michael G.; Ågren, Göran I. Global Change Biology, Vol. 17, Issue 11 https://doi.org/10.1111/j.1365-2486.2011.02496.x	journal	August 2011
Biotic versus Abiotic Controls on Bioavailable Soil Organic Carbon Blankinship, Joseph; Schimel, Joshua Soil Systems, Vol. 2, Issue 1 https://doi.org/10.3390/soilsystems2010010	journal	February 2018
Microbial mediation of carbon-cycle feedbacks to climate warming Zhou, Jizhong; Xue, Kai; Xie, Jianping Nature Climate Change, Vol. 2, Issue 2 https://doi.org/10.1038/nclimate1331	journal	December 2011
Unifying soil respiration pulses, inhibition, and temperature hysteresis through dynamics of labile soil carbon and O ₂ : Soil C and O2 regulate soil respiration Oikawa, P. Y.; Grantz, D. A.; Chatterjee, A. Journal of Geophysical Research: Biogeosciences, Vol. 119, Issue 4 https://doi.org/10.1002/2013JG002434	journal	April 2014
Soil carbon pools and world life zones Post, Wilfred M.; Emanuel, William R.; Zinke, Paul J. Nature, Vol. 298, Issue 5870 https://doi.org/10.1038/298156a0	journal	July 1982
A general mathematical framework for representing soil organic matter dynamics Sierra, Carlos A.; Müller, Markus Ecological Monographs, Vol. 85, Issue 4 https://doi.org/10.1890/15-0361.1	journal	November 2015
Sorption of organic carbon compounds to the fine fraction of surface and subsurface soils Jagadamma, S.; Mayes, M. A.; Zinn, Y. L. Geoderma, Vol. 213 https://doi.org/10.1016/j.geoderma.2013.07.030	journal	January 2014
Clay-sized organo-mineral complexes in a cultivation chronosequence: revisiting the concept of the 'primary organo-mineral complex' Chenu, C.; Plante, A. F. European Journal of Soil Science, Vol. 57, Issue 4 https://doi.org/10.1111/j.1365-2389.2006.00834.x	journal	August 2006
Microbial physiology and soil CO ₂ efflux after 9 years of soil warming in a temperate forest - no indications for thermal adaptations Schindlbacher, Andreas; Schnecker, Jörg; Takriti, Mounir Global Change Biology, Vol. 21, Issue 11 https://doi.org/10.1111/gcb.12996	journal	September 2015
The global carbon dioxide flux in soil respiration and its relationship to vegetation and climate Raich, J. W.; Schlesinger, W. H. Tellus B, Vol. 44, Issue 2 https://doi.org/10.1034/j.1600-0889.1992.t01-1-00001.x	journal	April 1992
The International Land Model Benchmarking (ILAMB) System: Design, Theory, and Implementation Collier, Nathan; Hoffman, Forrest M.; Lawrence, David M. Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 11 https://doi.org/10.1029/2018MS001354	journal	November 2018
Modelling temperature and moisture effects on C–N transformations in soils: comparison of nine models Rodrigo, Alfredo; Recous, Sylvie; Neel, Catherine Ecological Modelling, Vol. 102, Issue 2-3 https://doi.org/10.1016/S0304-3800(97)00067-7	journal	October 1997
Thermal adaptation of heterotrophic soil respiration in laboratory microcosms Bradford, Mark A.; Watts, Brian W.; Davies, Christian A. Global Change Biology, Vol. 16, Issue 5 https://doi.org/10.1111/j.1365-2486.2009.02040.x	journal	May 2010
Thermodynamic theory explains the temperature optima of soil microbial processes and high Q ₁₀ values at low temperatures Schipper, Louis A.; Hobbs, Joanne K.; Rutledge, Susanna Global Change Biology, Vol. 20, Issue 11 https://doi.org/10.1111/gcb.12596	journal	May 2014
Factors of Soil Formation Jenny, Hans Soil Science, Vol. 52, Issue 5 https://doi.org/10.1097/00010694-194111000-00009	journal	January 1941
A call for international soil experiment networks for studying, predicting, and managing global change impacts Torn, M. S.; Chabbi, A.; Crill, P. SOIL, Vol. 1, Issue 2 https://doi.org/10.5194/soil-1-575-2015	journal	January 2015
Soil carbon storage controlled by interactions between geochemistry and climate Doetterl, Sebastian; Stevens, Antoine; Six, Johan Nature Geoscience, Vol. 8, Issue 10 https://doi.org/10.1038/ngeo2516	journal	August 2015
Plant, microbial and ecosystem carbon use efficiencies interact to stabilize microbial growth as a fraction of gross primary production Sinsabaugh, Robert L.; Moorhead, Daryl L.; Xu, Xiaofeng New Phytologist, Vol. 214, Issue 4 https://doi.org/10.1111/nph.14485	journal	February 2017
Decomposition of distinct organic matter pools is regulated by moisture status in structured wetland soils Arnold, Chelsea; Ghezzehei, Teamrat A.; Berhe, Asmeret Asefaw Soil Biology and Biochemistry, Vol. 81 https://doi.org/10.1016/j.soilbio.2014.10.029	journal	February 2015
A Simplified Forest Model to Study Species Composition Along Climate Gradients Bugmann, Harald K. M. Ecology, Vol. 77, Issue 7 https://doi.org/10.2307/2265700	journal	October 1996
Simulation of carbon and nitrogen transformations in soil: Microbial biomass and metabolic products Grant, R. F.; Juma, N. G.; McGill, W. B. Soil Biology and Biochemistry, Vol. 25, Issue 10 https://doi.org/10.1016/0038-0717(93)90047-F	journal	October 1993
Deep soil organic matter—a key but poorly understood component of terrestrial C cycle Rumpel, Cornelia; Kögel-Knabner, Ingrid Plant and Soil, Vol. 338, Issue 1-2 https://doi.org/10.1007/s11104-010-0391-5	journal	May 2010
On the relationships between the Michaelis–Menten kinetics, reverse Michaelis–Menten kinetics, equilibrium chemistry approximation kinetics, and quadratic kinetics Tang, J. Y. Geoscientific Model Development, Vol. 8, Issue 12 https://doi.org/10.5194/gmd-8-3823-2015	journal	January 2015
Soil macroaggregate turnover and microaggregate formation: a mechanism for C sequestration under no-tillage agriculture Six, J.; Elliott, E. T.; Paustian, K. Soil Biology and Biochemistry, Vol. 32, Issue 14 https://doi.org/10.1016/S0038-0717(00)00179-6	journal	December 2000
Labile, recalcitrant, and microbial carbon and nitrogen pools of a tallgrass prairie soil in the US Great Plains subjected to experimental warming and clipping Belay-Tedla, Asfaw; Zhou, Xuhui; Su, Bo Soil Biology and Biochemistry, Vol. 41, Issue 1 https://doi.org/10.1016/j.soilbio.2008.10.003	journal	January 2009
Implications of the carbon cycle steady state assumption for biogeochemical modeling performance and inverse parameter retrieval: STEADY STATE EFFECTS ON C FLUX MODELING Carvalhais, Nuno; Reichstein, Markus; Seixas, Júlia Global Biogeochemical Cycles, Vol. 22, Issue 2 https://doi.org/10.1029/2007GB003033	journal	April 2008
A new theory of plant-microbe nutrient competition resolves inconsistencies between observations and model predictions Zhu, Qing; Riley, William J.; Tang, Jinyun Ecological Applications, Vol. 27, Issue 3 https://doi.org/10.1002/eap.1490	journal	March 2017
Global soil carbon projections are improved by modelling microbial processes Wieder, William R.; Bonan, Gordon B.; Allison, Steven D. Nature Climate Change, Vol. 3, Issue 10 https://doi.org/10.1038/nclimate1951	journal	July 2013
Investigating Phosphorus Sorption onto Kaolinite Using Isothermal Titration Calorimetry Penn, Chad J.; Warren, Jason G. Soil Science Society of America Journal, Vol. 73, Issue 2 https://doi.org/10.2136/sssaj2008.0198	journal	January 2009
Modeling soil CO ₂ production and transport with dynamic source and diffusion terms: testing the steady-state assumption using DETECT v1.0 Ryan, Edmund M.; Ogle, Kiona; Kropp, Heather Geoscientific Model Development, Vol. 11, Issue 5 https://doi.org/10.5194/gmd-11-1909-2018	journal	January 2018
Uncertainties in CMIP5 Climate Projections due to Carbon Cycle Feedbacks Friedlingstein, Pierre; Meinshausen, Malte; Arora, Vivek K. Journal of Climate, Vol. 27, Issue 2 https://doi.org/10.1175/JCLI-D-12-00579.1	journal	January 2014
Accelerated microbial turnover but constant growth efficiency with warming in soil Hagerty, Shannon B.; van Groenigen, Kees Jan; Allison, Steven D. Nature Climate Change, Vol. 4, Issue 10 https://doi.org/10.1038/nclimate2361	journal	September 2014
Evidence that decomposition rates of organic carbon in mineral soil do not vary with temperature Giardina, Christian P.; Ryan, Michael G. Nature, Vol. 404, Issue 6780 https://doi.org/10.1038/35009076	journal	April 2000
Selective Sorption of Dissolved Organic Carbon Compounds by Temperate Soils Jagadamma, Sindhu; Mayes, Melanie A.; Phillips, Jana R. PLoS ONE, Vol. 7, Issue 11 https://doi.org/10.1371/journal.pone.0050434	journal	November 2012
Unifying temperature effects on the growth rate of bacteria and the stability of globular proteins Ratkowsky, David A.; Olley, June; Ross, Tom Journal of Theoretical Biology, Vol. 233, Issue 3 https://doi.org/10.1016/j.jtbi.2004.10.016	journal	April 2005
A parsimonious modular approach to building a mechanistic belowground carbon and nitrogen model: Parsimonious, Modular Model of Belowground C and N Cycling Abramoff, Rose Z.; Davidson, Eric A.; Finzi, Adrien C. Journal of Geophysical Research: Biogeosciences, Vol. 122, Issue 9 https://doi.org/10.1002/2017JG003796	journal	September 2017
Rhizosphere processes are quantitatively important components of terrestrial carbon and nutrient cycles Finzi, Adrien C.; Abramoff, Rose Z.; Spiller, Kimberly S. Global Change Biology, Vol. 21, Issue 5 https://doi.org/10.1111/gcb.12816	journal	January 2015
Does adding microbial mechanisms of decomposition improve soil organic matter models? A comparison of four models using data from a pulsed rewetting experiment Lawrence, Corey R.; Neff, Jason C.; Schimel, Joshua P. Soil Biology and Biochemistry, Vol. 41, Issue 9 https://doi.org/10.1016/j.soilbio.2009.06.016	journal	September 2009
Robustness and uncertainties in the new CMIP5 climate model projections Knutti, Reto; Sedláček, Jan Nature Climate Change, Vol. 3, Issue 4 https://doi.org/10.1038/nclimate1716	journal	October 2012
Responses of a tundra system to warming using SCAMPS: a stoichiometrically coupled, acclimating microbe–plant–soil model Sistla, Seeta A.; Rastetter, Edward B.; Schimel, Joshua P. Ecological Monographs, Vol. 84, Issue 1 https://doi.org/10.1890/12-2119.1	journal	February 2014
Microbial seed banks: the ecological and evolutionary implications of dormancy Lennon, Jay T.; Jones, Stuart E. Nature Reviews Microbiology, Vol. 9, Issue 2 https://doi.org/10.1038/nrmicro2504	journal	January 2011
Unraveling the mechanisms underlying pulse dynamics of soil respiration in tropical dry forests Waring, Bonnie G.; Powers, Jennifer S. Environmental Research Letters, Vol. 11, Issue 10 https://doi.org/10.1088/1748-9326/11/10/105005	journal	October 2016
Links among warming, carbon and microbial dynamics mediated by soil mineral weathering Doetterl, S.; Berhe, A. A.; Arnold, C. Nature Geoscience, Vol. 11, Issue 8 https://doi.org/10.1038/s41561-018-0168-7	journal	July 2018
Stabilization of extracellular polymeric substances (Bacillus subtilis) by adsorption to and coprecipitation with Al forms Mikutta, Robert; Zang, Ulrich; Chorover, Jon Geochimica et Cosmochimica Acta, Vol. 75, Issue 11 https://doi.org/10.1016/j.gca.2011.03.006	journal	June 2011
Mechanisms of pore water organic matter adsorption to montmorillonite Arnarson, Thorarinn S.; Keil, Richard G. Marine Chemistry, Vol. 71, Issue 3-4 https://doi.org/10.1016/S0304-4203(00)00059-1	journal	August 2000
Soil-carbon response to warming dependent on microbial physiology Allison, Steven D.; Wallenstein, Matthew D.; Bradford, Mark A. Nature Geoscience, Vol. 3, Issue 5 https://doi.org/10.1038/ngeo846	journal	April 2010
Plant community composition mediates both large transient decline and predicted long-term recovery of soil carbon under climate warming: PLANT COMMUNITY MEDIATES SOIL CARBON LOSS Saleska, Scott R.; Shaw, M. Rebecca; Fischer, Marc L. Global Biogeochemical Cycles, Vol. 16, Issue 4 https://doi.org/10.1029/2001GB001573	journal	October 2002
Soil warming, carbon-nitrogen interactions, and forest carbon budgets Melillo, J. M.; Butler, S.; Johnson, J. Proceedings of the National Academy of Sciences, Vol. 108, Issue 23 https://doi.org/10.1073/pnas.1018189108	journal	May 2011
A total quasi-steady-state formulation of substrate uptake kinetics in complex networks and an example application to microbial litter decomposition Tang, J. Y.; Riley, W. J. Biogeosciences, Vol. 10, Issue 12 https://doi.org/10.5194/bg-10-8329-2013	journal	January 2013
SoilGrids1km — Global Soil Information Based on Automated Mapping Hengl, Tomislav; de Jesus, Jorge Mendes; MacMillan, Robert A. PLoS ONE, Vol. 9, Issue 8 https://doi.org/10.1371/journal.pone.0105992	journal	August 2014
Microbial biomass, functional capacity, and community structure after 12 years of soil warming Frey, S. D.; Drijber, R.; Smith, H. Soil Biology and Biochemistry, Vol. 40, Issue 11 https://doi.org/10.1016/j.soilbio.2008.07.020	journal	November 2008
Radiocarbon and Soil Carbon Dynamics Trumbore, Susan Annual Review of Earth and Planetary Sciences, Vol. 37, Issue 1 https://doi.org/10.1146/annurev.earth.36.031207.124300	journal	May 2009
Temperature sensitivity of soil microbial communities: An application of macromolecular rate theory to microbial respiration: TEMPERATURE SENSITIVITY OF SOIL MICROBES Alster, Charlotte J.; Koyama, Akihiro; Johnson, Nels G. Journal of Geophysical Research: Biogeosciences, Vol. 121, Issue 6 https://doi.org/10.1002/2016JG003343	journal	June 2016
Random Forests Breiman, Leo Machine Learning, Vol. 45, Issue 1, p. 5-32 https://doi.org/10.1023/A:1010933404324	journal	January 2001
Sorption of Pb(II) on Na-rectorite: Effects of pH, ionic strength, temperature, soil humic acid and fulvic acid Tan, X. L.; Chang, P. P.; Fan, Q. H. Colloids and Surfaces A: Physicochemical and Engineering Aspects, Vol. 328, Issue 1-3 https://doi.org/10.1016/j.colsurfa.2008.06.022	journal	October 2008
Space-for-Time Substitution as an Alternative to Long-Term Studies Pickett, Steward T. A. Long-Term Studies in Ecology https://doi.org/10.1007/978-1-4615-7358-6_5	book	January 1989
miRNALoc: predicting miRNA subcellular localizations based on principal component scores of physico-chemical properties and pseudo compositions of di-nucleotides Meher, Prabina Kumar; Satpathy, Subhrajit; Rao, Atmakuri Ramakrishna Scientific Reports, Vol. 10, Issue 1 https://doi.org/10.1038/s41598-020-71381-4	journal	September 2020
A call for international soil experiment networks for studying, predicting, and managing global change impacts Torn, M. S.; Chabbi, A.; Crill, P. SOIL Discussions, Vol. 2, Issue 1 https://doi.org/10.5194/soild-2-133-2015	journal	January 2015
SoilGrids1km — Global Soil Information Based on Automated Mapping Hengl, Tomislav; Mendes De Jesus, Jorge; MacMillan, Robert A. Columbia University https://doi.org/10.7916/d8dz08q4	text	January 2014
Factors of Soil Formation Major, Jack Ecology, Vol. 62, Issue 6 https://doi.org/10.2307/1941534	journal	December 1981
The global carbon dioxide flux in soil respiration and its relationship to vegetation and climate Raich, J. W.; Schlesinger, W. H. Tellus B: Chemical and Physical Meteorology, Vol. 44, Issue 2 https://doi.org/10.3402/tellusb.v44i2.15428	journal	January 1992

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