Defining trait-based microbial strategies with consequences for soil carbon cycling under climate change

Malik, Ashish A.; Martiny, Jennifer B. H.; Brodie, Eoin L.; Martiny, Adam C.; Treseder, Kathleen K.; Allison, Steven D.

doi:10.1038/s41396-019-0510-0

Defining trait-based microbial strategies with consequences for soil carbon cycling under climate change

Journal Article · Wed Sep 25 00:00:00 EDT 2019 · The ISME Journal

DOI:https://doi.org/10.1038/s41396-019-0510-0· OSTI ID:1637306

^[1]; Martiny, Jennifer B. H. ^[1]; ^[2]; ^[3]; Treseder, Kathleen K. ^[1]; ^[3]

Univ. of California, Irvine, CA (United States). Dept. of Ecology & Evolutionary Biology
Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Earth and Environmental Sciences Division; Univ. of California, Berkeley, CA (United States). Dept. of Environmental Science
Univ. of California, Irvine, CA (United States). Dept. of Ecology & Evolutionary Biology and Dept. of Earth System Science

Microorganisms are critical in terrestrial carbon cycling because their growth, activity and interactions with the environment largely control the fate of recent plant carbon inputs as well as protected soil organic carbon [1, 2]. Soil carbon stocks reflect a balance between microbial decomposition of organic carbon and stabilisation of microbial assimilated carbon. The balance can shift under altered environmental conditions [3], and new research suggests that knowledge of microbial physiology may be critical for projecting changes in soil carbon and improving the prognosis of climate change feedbacks [4,5,6,7]. Still, predicting the ecosystem implications of microbial processes remains a challenge. In this paper we argue that this challenge can be met by identifying microbial life history strategies based on an organism’s phenotypic characteristics, or traits, and representing these strategies in ecosystem models.

View Accepted Manuscript (DOE)

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

Sponsoring Organization:: USDOE Office of Science (SC), Biological and Environmental Research (BER)

Grant/Contract Number:: AC02-05CH11231; SC0016410

OSTI ID:: 1637306

Journal Information:: The ISME Journal, Journal Name: The ISME Journal Journal Issue: 1 Vol. 14; ISSN 1751-7362

Publisher:: Nature Publishing GroupCopyright Statement

Country of Publication:: United States

Language:: English

References (83)

Oligotrophs versus copiotrophs Koch, Arthur L. BioEssays, Vol. 23, Issue 7 https://doi.org/10.1002/bies.1091	journal	January 2001
Microbial Maintenance: A Critical Review on Its Quantification van Bodegom, Peter Microbial Ecology, Vol. 53, Issue 4 https://doi.org/10.1007/s00248-006-9049-5	journal	March 2007
Microbial carbon use efficiency: accounting for population, community, and ecosystem-scale controls over the fate of metabolized organic matter Geyer, Kevin M.; Kyker-Snowman, Emily; Grandy, A. Stuart Biogeochemistry, Vol. 127, Issue 2-3 https://doi.org/10.1007/s10533-016-0191-y	journal	February 2016
Soil organic matter dynamics: a biological perspective derived from the use of compound-specific isotopes studies Gleixner, Gerd Ecological Research, Vol. 28, Issue 5 https://doi.org/10.1007/s11284-012-1022-9	journal	February 2013
Individual-based modelling of microbial activity to study mineralization of C and N and nitrification process in soil Ginovart, Marta; López, Daniel; Gras, Anna Nonlinear Analysis: Real World Applications, Vol. 6, Issue 4 https://doi.org/10.1016/j.nonrwa.2004.12.005	journal	September 2005
Advanced Solvent Based Methods for Molecular Characterization of Soil Organic Matter by High-Resolution Mass Spectrometry Tfaily, Malak M.; Chu, Rosalie K.; Tolić, Nikola Analytical Chemistry, Vol. 87, Issue 10 https://doi.org/10.1021/acs.analchem.5b00116	journal	April 2015
Comparative metagenomic, phylogenetic and physiological analyses of soil microbial communities across nitrogen gradients Fierer, Noah; Lauber, Christian L.; Ramirez, Kelly S. The ISME Journal, Vol. 6, Issue 5 https://doi.org/10.1038/ismej.2011.159	journal	December 2011
Relationships between protein-encoding gene abundance and corresponding process are commonly assumed yet rarely observed Rocca, Jennifer D.; Hall, Edward K.; Lennon, Jay T. The ISME Journal, Vol. 9, Issue 8 https://doi.org/10.1038/ismej.2014.252	journal	December 2014
The worldwide leaf economics spectrum Wright, Ian J.; Reich, Peter B.; Westoby, Mark Nature, Vol. 428, Issue 6985 https://doi.org/10.1038/nature02403	journal	April 2004
Temperature sensitivity of soil carbon decomposition and feedbacks to climate change Davidson, Eric A.; Janssens, Ivan A. Nature, Vol. 440, Issue 7081 https://doi.org/10.1038/nature04514	journal	March 2006
Managing uncertainty in soil carbon feedbacks to climate change Bradford, Mark A.; Wieder, William R.; Bonan, Gordon B. Nature Climate Change, Vol. 6, Issue 8 https://doi.org/10.1038/nclimate3071	journal	July 2016
Resilience of Amazon forests emerges from plant trait diversity Sakschewski, Boris; von Bloh, Werner; Boit, Alice Nature Climate Change, Vol. 6, Issue 11 https://doi.org/10.1038/nclimate3109	journal	August 2016
Direct evidence for microbial-derived soil organic matter formation and its ecophysiological controls Kallenbach, Cynthia M.; Frey, Serita D.; Grandy, A. Stuart Nature Communications, Vol. 7, Issue 1 https://doi.org/10.1038/ncomms13630	journal	November 2016
The importance of anabolism in microbial control over soil carbon storage Liang, Chao; Schimel, Joshua P.; Jastrow, Julie D. Nature Microbiology, Vol. 2, Issue 8 https://doi.org/10.1038/nmicrobiol.2017.105	journal	July 2017
Embracing the unknown: disentangling the complexities of the soil microbiome Fierer, Noah Nature Reviews Microbiology, Vol. 15, Issue 10 https://doi.org/10.1038/nrmicro.2017.87	journal	August 2017
Linking soil biology and chemistry in biological soil crust using isolate exometabolomics Swenson, Tami L.; Karaoz, Ulas; Swenson, Joel M. Nature Communications, Vol. 9, Issue 1 https://doi.org/10.1038/s41467-017-02356-9	journal	January 2018
Metabolic coupling on roots Beattie, Gwyn A. Nature Microbiology, Vol. 3, Issue 4 https://doi.org/10.1038/s41564-018-0139-1	journal	March 2018
Understanding how microbiomes influence the systems they inhabit Hall, Ed K.; Bernhardt, Emily S.; Bier, Raven L. Nature Microbiology, Vol. 3, Issue 9 https://doi.org/10.1038/s41564-018-0201-z	journal	August 2018
Distribution and diversity of enzymes for polysaccharide degradation in fungi Berlemont, Renaud Scientific Reports, Vol. 7, Issue 1 https://doi.org/10.1038/s41598-017-00258-w	journal	March 2017
The genomic basis of trophic strategy in marine bacteria Lauro, F. M.; McDougald, D.; Thomas, T. Proceedings of the National Academy of Sciences, Vol. 106, Issue 37, p. 15527-15533 https://doi.org/10.1073/pnas.0903507106	journal	September 2009
On the utility of nitrogen in leaves Loomis, R. S. Proceedings of the National Academy of Sciences, Vol. 94, Issue 25 https://doi.org/10.1073/pnas.94.25.13378	journal	December 1997
On r- and K-Selection Pianka, Eric R. The American Naturalist, Vol. 104, Issue 940 https://doi.org/10.1086/282697	journal	November 1970
The Carbohydrate-Active EnZymes database (CAZy): an expert resource for Glycogenomics Cantarel, B. L.; Coutinho, P. M.; Rancurel, C. Nucleic Acids Research, Vol. 37, Issue Database https://doi.org/10.1093/nar/gkn663	journal	January 2009
Bac Dive – The Bacterial Diversity Metadatabase in 2016 Söhngen, Carola; Podstawka, Adam; Bunk, Boyke Nucleic Acids Research, Vol. 44, Issue D1 https://doi.org/10.1093/nar/gkv983	journal	September 2015
Carbon use efficiency of microbial communities: stoichiometry, methodology and modelling Sinsabaugh, Robert L.; Manzoni, Stefano; Moorhead, Daryl L. Ecology Letters, Vol. 16, Issue 7 https://doi.org/10.1111/ele.12113	journal	April 2013
Leaf and stem economics spectra drive diversity of functional plant traits in a dynamic global vegetation model Sakschewski, Boris; von Bloh, Werner; Boit, Alice Global Change Biology, Vol. 21, Issue 7 https://doi.org/10.1111/gcb.12870	journal	April 2015
The trade-off between rate and yield in the design of microbial metabolism Frank, S. A. Journal of Evolutionary Biology, Vol. 23, Issue 3 https://doi.org/10.1111/j.1420-9101.2010.01930.x	journal	March 2010
A structured and dynamic framework to advance traits-based theory and prediction in ecology Webb, Colleen T.; Hoeting, Jennifer A.; Ames, Gregory M. Ecology Letters, Vol. 13, Issue 3 https://doi.org/10.1111/j.1461-0248.2010.01444.x	journal	March 2010
Environmental and stoichiometric controls on microbial carbon-use efficiency in soils: Research review Manzoni, Stefano; Taylor, Philip; Richter, Andreas New Phytologist, Vol. 196, Issue 1 https://doi.org/10.1111/j.1469-8137.2012.04225.x	journal	July 2012
Effect of Decreasing Growth Temperature on Cell Yield of Escherichia coli Ng, Henry Journal of Bacteriology, Vol. 98, Issue 1 https://doi.org/10.1128/jb.98.1.232-237.1969	journal	January 1969
Bacterial Physiological Adaptations to Contrasting Edaphic Conditions Identified Using Landscape Scale Metagenomics Malik, Ashish A.; Thomson, Bruce C.; Whiteley, Andrew S. mBio, Vol. 8, Issue 4 https://doi.org/10.1128/mbio.00799-17	journal	July 2017
Genome-Resolved Metagenomic Analysis Reveals Roles for Candidate Phyla and Other Microbial Community Members in Biogeochemical Transformations in Oil Reservoirs Hu, Ping; Tom, Lauren; Singh, Andrea mBio, Vol. 7, Issue 1 https://doi.org/10.1128/mbio.01669-15	journal	January 2016
Hierarchical classification of glycoside hydrolases Naumoff, D. G. Biochemistry (Moscow), Vol. 76, Issue 6 https://doi.org/10.1134/s0006297911060022	journal	June 2011
Phylogenetic conservation of substrate use specialization in leaf litter bacteria Dolan, Kristin L.; Peña, Jeniffer; Allison, Steven D. PLOS ONE, Vol. 12, Issue 3 https://doi.org/10.1371/journal.pone.0174472	journal	March 2017
Microbial Stress-Response Physiology and its Implications for Ecosystem Function Schimel, Joshua; Balser, Teri C.; Wallenstein, Matthew Ecology, Vol. 88, Issue 6 https://doi.org/10.1890/06-0219	journal	June 2007
Natural Antibiotic Resistance and Contamination by Antibiotic Resistance Determinants: The Two Ages in the Evolution of Resistance to Antimicrobials Martínez, José L. Frontiers in Microbiology, Vol. 3 https://doi.org/10.3389/fmicb.2012.00001	journal	January 2012
Plant soil interactions alter carbon cycling in an upland grassland soil Thomson, Bruce C.; Ostle, Nick J.; McNamara, Niall P. Frontiers in Microbiology, Vol. 4 https://doi.org/10.3389/fmicb.2013.00253	journal	January 2013
Molecular characterization of vulnibactin biosynthesis in Vibrio vulnificus indicates the existence of an alternative siderophore Tan, Wenzhi; Verma, Vivek; Jeong, Kwangjoon Frontiers in Microbiology, Vol. 5 https://doi.org/10.3389/fmicb.2014.00001	journal	January 2014
One Juliet and four Romeos: VeA and its methyltransferases Sarikaya-Bayram, Ã–zlem; Palmer, Jonathan M.; Keller, Nancy Frontiers in Microbiology, Vol. 6 https://doi.org/10.3389/fmicb.2015.00001	journal	January 2015
Revisiting the STEC Testing Approach: Using espK and espV to Make Enterohemorrhagic Escherichia coli (EHEC) Detection More Reliable in Beef Delannoy, Sabine; Chaves, Byron D.; Ison, Sarah A. Frontiers in Microbiology, Vol. 7 https://doi.org/10.3389/fmicb.2016.00001	journal	January 2016
Genetic Analysis of Human Norovirus Strains in Japan in 2016–2017 Nagasawa, Koo; Matsushima, Yuki; Motoya, Takumi Frontiers in Microbiology, Vol. 9 https://doi.org/10.3389/fmicb.2018.00001	journal	January 2018
Bioenergetic Controls on Microbial Ecophysiology in Marine Sediments Bradley, James A.; Amend, Jan P.; LaRowe, Douglas E. Frontiers in Microbiology, Vol. 9 https://doi.org/10.3389/fmicb.2018.00180	journal	February 2018
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
A trait-based framework for predicting when and where microbial adaptation to climate change will affect ecosystem functioning Wallenstein, Matthew D.; Hall, Edward K. Biogeochemistry, Vol. 109, Issue 1-3 https://doi.org/10.1007/s10533-011-9641-8	journal	September 2011
Evaluating soil microbial carbon use efficiency explicitly as a function of cellular processes: implications for measurements and models Hagerty, Shannon B.; Allison, Steven D.; Schimel, Joshua P. Biogeochemistry, Vol. 140, Issue 3 https://doi.org/10.1007/s10533-018-0489-z	journal	August 2018
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
Responses of extracellular enzymes to simple and complex nutrient inputs Allison, Steven D.; Vitousek, Peter M. Soil Biology and Biochemistry, Vol. 37, Issue 5 https://doi.org/10.1016/j.soilbio.2004.09.014	journal	May 2005
Do we need to understand microbial communities to predict ecosystem function? A comparison of statistical models of nitrogen cycling processes Graham, Emily B.; Wieder, William R.; Leff, Jonathan W. Soil Biology and Biochemistry, Vol. 68 https://doi.org/10.1016/j.soilbio.2013.08.023	journal	January 2014
A theoretical analysis of microbial eco-physiological and diffusion limitations to carbon cycling in drying soils Manzoni, S.; Schaeffer, S. M.; Katul, G. Soil Biology and Biochemistry, Vol. 73 https://doi.org/10.1016/j.soilbio.2014.02.008	journal	June 2014
Consequences of drought tolerance traits for microbial decomposition in the DEMENT model Allison, Steven D.; Goulden, Michael L. Soil Biology and Biochemistry, Vol. 107 https://doi.org/10.1016/j.soilbio.2017.01.001	journal	April 2017
Microbial energy and matter transformation in agricultural soils Finn, Damien; Kopittke, Peter M.; Dennis, Paul G. Soil Biology and Biochemistry, Vol. 111 https://doi.org/10.1016/j.soilbio.2017.04.010	journal	August 2017
Soil microbial communities with greater investment in resource acquisition have lower growth yield Malik, Ashish A.; Puissant, Jeremy; Goodall, Tim Soil Biology and Biochemistry, Vol. 132 https://doi.org/10.1016/j.soilbio.2019.01.025	journal	May 2019
The physiology and ecological implications of efficient growth Roller, Benjamin RK; Schmidt, Thomas M. The ISME Journal, Vol. 9, Issue 7 https://doi.org/10.1038/ismej.2014.235	journal	January 2015
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
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
Exploiting rRNA operon copy number to investigate bacterial reproductive strategies Roller, Benjamin R. K.; Stoddard, Steven F.; Schmidt, Thomas M. Nature Microbiology, Vol. 1, Issue 11 https://doi.org/10.1038/nmicrobiol.2016.160	journal	September 2016
A Foraging Mandala for Aquatic Microorganisms Fernandez, Vicente I.; Yawata, Yutaka; Stocker, Roman The ISME Journal, Vol. 13, Issue 3 https://doi.org/10.1038/s41396-018-0309-4	journal	November 2018
Land use driven change in soil pH affects microbial carbon cycling processes Malik, Ashish A.; Puissant, Jeremy; Buckeridge, Kate M. Nature Communications, Vol. 9, Issue 1 https://doi.org/10.1038/s41467-018-05980-1	journal	September 2018
Dynamic root exudate chemistry and microbial substrate preferences drive patterns in rhizosphere microbial community assembly Zhalnina, Kateryna; Louie, Katherine B.; Hao, Zhao Nature Microbiology, Vol. 3, Issue 4 https://doi.org/10.1038/s41564-018-0129-3	journal	March 2018
From tropics to tundra: Global convergence in plant functioning Reich, P. B.; Walters, M. B.; Ellsworth, D. S. Proceedings of the National Academy of Sciences, Vol. 94, Issue 25 https://doi.org/10.1073/pnas.94.25.13730	journal	December 1997
Bacterial responses to osmotic challenges Wood, Janet M. Journal of General Physiology, Vol. 145, Issue 5 https://doi.org/10.1085/jgp.201411296	journal	April 2015
Evidence for the Existence of Three Primary Strategies in Plants and Its Relevance to Ecological and Evolutionary Theory Grime, J. P. The American Naturalist, Vol. 111, Issue 982 https://doi.org/10.1086/283244	journal	November 1977
Mechanisms of plant competition for nutrients, water and light Craine, Joseph M.; Dybzinski, Ray Functional Ecology, Vol. 27, Issue 4 https://doi.org/10.1111/1365-2435.12081	journal	March 2013
The intrinsic dimensionality of plant traits and its relevance to community assembly Laughlin, Daniel C. Journal of Ecology, Vol. 102, Issue 1 https://doi.org/10.1111/1365-2745.12187	journal	November 2013
Freshwater bacterial lifestyles inferred from comparative genomics: Diverse freshwater bacteria genomes Livermore, Joshua A.; Emrich, Scott J.; Tan, John Environmental Microbiology, Vol. 16, Issue 3 https://doi.org/10.1111/1462-2920.12199	journal	July 2013
Trait‐based approach to bacterial growth efficiency Muscarella, Mario E.; Howey, Xia Meng; Lennon, Jay T. Environmental Microbiology, Vol. 22, Issue 8 https://doi.org/10.1111/1462-2920.15120	journal	June 2020
Microbial community dynamics alleviate stoichiometric constraints during litter decay Kaiser, Christina; Franklin, Oskar; Dieckmann, Ulf Ecology Letters, Vol. 17, Issue 6 https://doi.org/10.1111/ele.12269	journal	March 2014
A trait-based approach for modelling microbial litter decomposition Allison, S. D. Ecology Letters, Vol. 15, Issue 9 https://doi.org/10.1111/j.1461-0248.2012.01807.x	journal	May 2012
Conceptualizing functional traits and ecological characteristics of methane-oxidizing bacteria as life strategies: Functional traits of methane-oxidizing bacteria Ho, Adrian; Kerckhof, Frederiek-Maarten; Luke, Claudia Environmental Microbiology Reports, Vol. 5, Issue 3 https://doi.org/10.1111/j.1758-2229.2012.00370.x	journal	August 2012
Effect of Decreasing Growth Temperature on Cell Yield of Escherichia coli Ng, Henry Journal of Bacteriology, Vol. 98, Issue 1 https://doi.org/10.1128/JB.98.1.232-237.1969	journal	January 1969
Bacterial Physiological Adaptations to Contrasting Edaphic Conditions Identified Using Landscape Scale Metagenomics Malik, Ashish A.; Thomson, Bruce C.; Whiteley, Andrew S. mBio, Vol. 8, Issue 4 https://doi.org/10.1128/mBio.00799-17	journal	July 2017
Genome-Resolved Metagenomic Analysis Reveals Roles for Candidate Phyla and Other Microbial Community Members in Biogeochemical Transformations in Oil Reservoirs Hu, Ping; Tom, Lauren; Singh, Andrea mBio, Vol. 7, Issue 1 https://doi.org/10.1128/mBio.01669-15	journal	January 2016
Hiding in Plain Sight: Mining Bacterial Species Records for Phenotypic Trait Information Barberán, Albert; Caceres Velazquez, Hildamarie; Jones, Stuart mSphere, Vol. 2, Issue 4 https://doi.org/10.1128/mSphere.00237-17	journal	August 2017
Toward an Ecological Classification of soil Bacteria Fierer, Noah; Bradford, Mark A.; Jackson, Robert B. Ecology, Vol. 88, Issue 6 https://doi.org/10.1890/05-1839	journal	June 2007
Competitive Traits Are More Important than Stress-Tolerance Traits in a Cadmium-Contaminated Rhizosphere: A Role for Trait Theory in Microbial Ecology Wood, Jennifer; Tang, Caixian; Franks, Ashley La Trobe https://doi.org/10.26181/5ff67e53f40c8	text	January 2021
Microbial control over carbon cycling in soil Schimel, Joshua P.; Schaeffer, Sean M. Frontiers in Microbiology, Vol. 3 https://doi.org/10.3389/fmicb.2012.00348	journal	January 2012
Trait-based approaches for understanding microbial biodiversity and ecosystem functioning Krause, Sascha; Le Roux, Xavier; Niklaus, Pascal A. Frontiers in Microbiology, Vol. 5 https://doi.org/10.3389/fmicb.2014.00251	journal	May 2014
Modeling adaptation of carbon use efficiency in microbial communities Allison, Steven D. Frontiers in Microbiology, Vol. 5 https://doi.org/10.3389/fmicb.2014.00571	journal	October 2014
Seeing the forest for the genes: using metagenomics to infer the aggregated traits of microbial communities Fierer, Noah; BarberÃ¡n, Albert; Laughlin, Daniel C. Frontiers in Microbiology, Vol. 5 https://doi.org/10.3389/fmicb.2014.00614	journal	November 2014
Cellulolytic potential under environmental changes in microbial communities from grassland litter Berlemont, Renaud; Allison, Steven D.; Weihe, Claudia Frontiers in Microbiology, Vol. 5 https://doi.org/10.3389/fmicb.2014.00639	journal	November 2014
The complex relationship between microbial growth rate and yield and its implications for ecosystem processes Lipson, David A. Frontiers in Microbiology, Vol. 6 https://doi.org/10.3389/fmicb.2015.00615	journal	June 2015
Competitive Traits Are More Important than Stress-Tolerance Traits in a Cadmium-Contaminated Rhizosphere: A Role for Trait Theory in Microbial Ecology Wood, Jennifer L.; Tang, Caixian; Franks, Ashley E. Frontiers in Microbiology, Vol. 9 https://doi.org/10.3389/fmicb.2018.00121	journal	February 2018
Trait-based approaches for understanding microbial biodiversity and ecosystem functioning Krause, Sascha; Le Roux, Xavier; Niklaus, Pascal A. Frontiers Research Foundation https://doi.org/10.5167/uzh-107535	text	January 2014

Cited By (7)

Coral Reef Microorganisms in a Changing Climate Vanwonterghem, Inka; Webster, Nicole S. iScience, Vol. 23, Issue 4 https://doi.org/10.1016/j.isci.2020.100972	journal	April 2020
The ecology of heterogeneity: soil bacterial communities and C dynamics Nunan, Naoise; Schmidt, Hannes; Raynaud, Xavier Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 375, Issue 1798 https://doi.org/10.1098/rstb.2019.0249	journal	March 2020
Additional file 2 of Plant domestication shapes rhizosphere microbiome assembly and metabolic functions Yue, Hong; Yue, Wenjie; Jiao, Shuo figshare https://doi.org/10.6084/m9.figshare.22617563	dataset	January 2023
Additional file 1 of Host genotype-specific rhizosphere fungus enhances drought resistance in wheat Yue, Hong; Sun, Xuming; Wang, Tingting figshare https://doi.org/10.6084/m9.figshare.25333388	dataset	January 2024
Soil microbial community responses to climate extremes: resistance, resilience and transitions to alternative states Bardgett, Richard D.; Caruso, Tancredi Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 375, Issue 1794 https://doi.org/10.1098/rstb.2019.0112	journal	January 2020
The Polyextremophilic Bacterium Clostridium paradoxum Attains Piezophilic Traits by Modulating Its Energy Metabolism and Cell Membrane Composition Scoma, Alberto; Garrido-Amador, Paloma; Nielsen, Søren Dollerup Applied and Environmental Microbiology, Vol. 85, Issue 15 https://doi.org/10.1128/AEM.00802-19	journal	August 2019
The Snowmelt Niche Differentiates Three Microbial Life Strategies That Influence Soil Nitrogen Availability During and After Winter Sorensen, Patrick O.; Beller, Harry R.; Bill, Markus Frontiers in Microbiology, Vol. 11 https://doi.org/10.3389/fmicb.2020.00871	journal	May 2020

Figures / Tables (4)

Similar Records

Carbon acquisition ecological strategies to connect soil microbial biodiversity and carbon cycling

Journal Article · Thu Nov 24 19:00:00 EST 2022 · Soil Biology and Biochemistry · OSTI ID:1901654

Related Subjects

54 ENVIRONMENTAL SCIENCES
biogeochemistry
climate-change impacts
metabolism
microbial ecology
soil microbiology

Defining trait-based microbial strategies with consequences for soil carbon cycling under climate change

Citation Formats

References (83)

Cited By (7)

Figures / Tables (4)

Similar Records

Related Subjects