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Title: Global pattern and controls of soil microbial metabolic quotient

Abstract

Abstract The microbial metabolic quotient ( MMQ ), microbial respiration per unit of biomass, is a fundamental factor controlling heterotrophic respiration, the largest carbon flux in soils. The magnitude and controls of MMQ at regional scale remain uncertain. We compiled a comprehensive data set of MMQ to investigate the global patterns and controls of MMQ in top 30 cm soils. Published MMQ values, generally measured in laboratory microcosms, were adjusted on ambient soil temperature using long‐term (30 yr) average site soil temperature and a Q 10  = 2. The area‐weighted global average of MMQ _Soil is estimated as 1.8 (1.5–2.2) (95% confidence interval) μmol C·h −1 ·mmol −1 microbial biomass carbon ( MBC ) with substantial variations across biomes and between cropland and natural ecosystems. Variation was most closely associated with biological factors, followed by edaphic and meteorological parameters. MMQ _Soil was greatest in sandy clay and sandy clay loam and showed a pH maximum of 6.7 ± 0.1 (mean ± se). At large scale, MMQ _Soil varied with latitude and mean annual temperature ( MAT ), and was negatively correlated with microbial N:P ratio, supporting growth rate theory. These trends led to large differences in MMQ _Soil between natural ecosystems and cropland. When MMQ wasmore » adjusted to 11°C ( MMQ _Ref), the global MAT in the top 30 cm of soils, the area‐weighted global averages of MMQ _Ref was 1.5 (1.3–1.8) μmol C·mmol  MBC −1 ·h −1 . The values, trends, and controls of MMQ _Soil add to our understanding of soil microbial influences on soil carbon cycling and could be used to represent microbial activity in global carbon models.« less

Authors:
 [1];  [2];  [3];  [4];  [5];  [6];  [7];  [8];  [4];  [9]
  1. San Diego State Univ., San Diego, CA (United States); Chinese Academy of Sciences (CAS), Changchun (China)
  2. Univ. of California, Santa Barbara, CA (United States)
  3. Univ. of Antwerp, Wilrijk (Belgium)
  4. San Diego State Univ., San Diego, CA (United States)
  5. Chinese Academy of Sciences (CAS), Changchun (China)
  6. Chinese Academy of Sciences (CAS), Beijing (China)
  7. Univ. of New Mexico, Albuquerque, NM (United States)
  8. Beijing Normal Univ. (China)
  9. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
Publication Date:
Research Org.:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
OSTI Identifier:
1394431
Alternate Identifier(s):
OSTI ID: 1401080
Grant/Contract Number:  
AC05-00OR22725
Resource Type:
Accepted Manuscript
Journal Name:
Ecological Monographs
Additional Journal Information:
Journal Volume: 87; Journal Issue: 3; Journal ID: ISSN 0012-9615
Publisher:
Wiley
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES

Citation Formats

Xu, Xiaofeng, Schimel, Joshua P., Janssens, Ivan A., Song, Xia, Song, Changchun, Yu, Guirui, Sinsabaugh, Robert L., Tang, Diandong, Zhang, Xiaochun, and Thornton, Peter. E. Global pattern and controls of soil microbial metabolic quotient. United States: N. p., 2017. Web. doi:10.1002/ecm.1258.
Xu, Xiaofeng, Schimel, Joshua P., Janssens, Ivan A., Song, Xia, Song, Changchun, Yu, Guirui, Sinsabaugh, Robert L., Tang, Diandong, Zhang, Xiaochun, & Thornton, Peter. E. Global pattern and controls of soil microbial metabolic quotient. United States. https://doi.org/10.1002/ecm.1258
Xu, Xiaofeng, Schimel, Joshua P., Janssens, Ivan A., Song, Xia, Song, Changchun, Yu, Guirui, Sinsabaugh, Robert L., Tang, Diandong, Zhang, Xiaochun, and Thornton, Peter. E. Tue . "Global pattern and controls of soil microbial metabolic quotient". United States. https://doi.org/10.1002/ecm.1258. https://www.osti.gov/servlets/purl/1394431.
@article{osti_1394431,
title = {Global pattern and controls of soil microbial metabolic quotient},
author = {Xu, Xiaofeng and Schimel, Joshua P. and Janssens, Ivan A. and Song, Xia and Song, Changchun and Yu, Guirui and Sinsabaugh, Robert L. and Tang, Diandong and Zhang, Xiaochun and Thornton, Peter. E.},
abstractNote = {Abstract The microbial metabolic quotient ( MMQ ), microbial respiration per unit of biomass, is a fundamental factor controlling heterotrophic respiration, the largest carbon flux in soils. The magnitude and controls of MMQ at regional scale remain uncertain. We compiled a comprehensive data set of MMQ to investigate the global patterns and controls of MMQ in top 30 cm soils. Published MMQ values, generally measured in laboratory microcosms, were adjusted on ambient soil temperature using long‐term (30 yr) average site soil temperature and a Q 10  = 2. The area‐weighted global average of MMQ _Soil is estimated as 1.8 (1.5–2.2) (95% confidence interval) μmol C·h −1 ·mmol −1 microbial biomass carbon ( MBC ) with substantial variations across biomes and between cropland and natural ecosystems. Variation was most closely associated with biological factors, followed by edaphic and meteorological parameters. MMQ _Soil was greatest in sandy clay and sandy clay loam and showed a pH maximum of 6.7 ± 0.1 (mean ± se). At large scale, MMQ _Soil varied with latitude and mean annual temperature ( MAT ), and was negatively correlated with microbial N:P ratio, supporting growth rate theory. These trends led to large differences in MMQ _Soil between natural ecosystems and cropland. When MMQ was adjusted to 11°C ( MMQ _Ref), the global MAT in the top 30 cm of soils, the area‐weighted global averages of MMQ _Ref was 1.5 (1.3–1.8) μmol C·mmol  MBC −1 ·h −1 . The values, trends, and controls of MMQ _Soil add to our understanding of soil microbial influences on soil carbon cycling and could be used to represent microbial activity in global carbon models.},
doi = {10.1002/ecm.1258},
journal = {Ecological Monographs},
number = 3,
volume = 87,
place = {United States},
year = {Tue May 02 00:00:00 EDT 2017},
month = {Tue May 02 00:00:00 EDT 2017}
}

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Works referenced in this record:

Climatic, edaphic, and biotic controls over storage and turnover of carbon in soils
journal, September 1994

  • Schimel, David S.; Braswell, B. H.; Holland, Elisabeth A.
  • Global Biogeochemical Cycles, Vol. 8, Issue 3
  • DOI: 10.1029/94GB00993

Temperature sensitivity of soil respiration rates enhanced by microbial community response
journal, September 2014

  • Karhu, Kristiina; Auffret, Marc D.; Dungait, Jennifer A. J.
  • Nature, Vol. 513, Issue 7516
  • DOI: 10.1038/nature13604

Competition between roots and microorganisms for nitrogen: mechanisms and ecological relevance
journal, March 2013

  • Kuzyakov, Yakov; Xu, Xingliang
  • New Phytologist, Vol. 198, Issue 3
  • DOI: 10.1111/nph.12235

Potential Net Primary Productivity in South America: Application of a Global Model
journal, November 1991

  • Raich, J. W.; Rastetter, E. B.; Melillo, J. M.
  • Ecological Applications, Vol. 1, Issue 4
  • DOI: 10.2307/1941899

Soil Microbial Activities in Beech Forests Under Natural Incubation Conditions as Affected by Global Warming
journal, December 2014


Analysis of Factors Controlling Soil Organic Matter Levels in Great Plains Grasslands1
journal, January 1987


Stoichiometry of microbial carbon use efficiency in soils
journal, May 2016

  • Sinsabaugh, Robert L.; Turner, Benjamin L.; Talbot, Jennifer M.
  • Ecological Monographs, Vol. 86, Issue 2
  • DOI: 10.1890/15-2110.1

Global drivers and patterns of microbial abundance in soil: Global patterns of soil microbial biomass
journal, June 2013

  • Serna-Chavez, Hector M.; Fierer, Noah; van Bodegom, Peter M.
  • Global Ecology and Biogeography, Vol. 22, Issue 10
  • DOI: 10.1111/geb.12070

Interacting Microbe and Litter Quality Controls on Litter Decomposition: A Modeling Analysis
journal, September 2014


Plant, microbial and ecosystem carbon use efficiencies interact to stabilize microbial growth as a fraction of gross primary production
journal, February 2017

  • Sinsabaugh, Robert L.; Moorhead, Daryl L.; Xu, Xiaofeng
  • New Phytologist, Vol. 214, Issue 4
  • DOI: 10.1111/nph.14485

Substrate and environmental controls on microbial assimilation of soil organic carbon: a framework for Earth system models
journal, February 2014

  • Xu, Xiaofeng; Schimel, Joshua P.; Thornton, Peter E.
  • Ecology Letters, Vol. 17, Issue 5
  • DOI: 10.1111/ele.12254

Significant Acidification in Major Chinese Croplands
journal, February 2010


A global analysis of soil microbial biomass carbon, nitrogen and phosphorus in terrestrial ecosystems: Global soil microbial biomass C, N and P
journal, December 2012

  • Xu, Xiaofeng; Thornton, Peter E.; Post, Wilfred M.
  • Global Ecology and Biogeography, Vol. 22, Issue 6
  • DOI: 10.1111/geb.12029

Global soil carbon projections are improved by modelling microbial processes
journal, July 2013

  • Wieder, William R.; Bonan, Gordon B.; Allison, Steven D.
  • Nature Climate Change, Vol. 3, Issue 10
  • DOI: 10.1038/nclimate1951

Temperature sensitivity of soil carbon decomposition and feedbacks to climate change
journal, March 2006


Soil bacterial and fungal communities across a pH gradient in an arable soil
journal, May 2010

  • Rousk, Johannes; Bååth, Erland; Brookes, Philip C.
  • The ISME Journal, Vol. 4, Issue 10
  • DOI: 10.1038/ismej.2010.58

Microbial contributions to climate change through carbon cycle feedbacks
journal, July 2008

  • Bardgett, Richard D.; Freeman, Chris; Ostle, Nicholas J.
  • The ISME Journal, Vol. 2, Issue 8
  • DOI: 10.1038/ismej.2008.58

Soil respiration is not limited by reductions in microbial biomass during long-term soil incubations
journal, February 2015


Accelerated microbial turnover but constant growth efficiency with warming in soil
journal, September 2014

  • Hagerty, Shannon B.; van Groenigen, Kees Jan; Allison, Steven D.
  • Nature Climate Change, Vol. 4, Issue 10
  • DOI: 10.1038/nclimate2361

On the Temperature Dependence of Soil Respiration
journal, June 1994

  • Lloyd, J.; Taylor, J. A.
  • Functional Ecology, Vol. 8, Issue 3
  • DOI: 10.2307/2389824

Quantitative determination of microbial activity and community nutritional status in estuarine sediments: evidence for a disturbance artifact
journal, May 1985

  • Findlay, Robert H.; Pollard, Peter C.; Moriarty, David J. W.
  • Canadian Journal of Microbiology, Vol. 31, Issue 5
  • DOI: 10.1139/m85-091

An inter-laboratory comparison of ten different ways of measuring soil microbial biomass C
journal, July 1997


Growth of saprotrophic fungi and bacteria in soil: Growth of saprotrophic fungi and bacteria in soil
journal, April 2011


Soil microbial biomass, activity and nitrogen transformations in a turfgrass chronosequence
journal, February 2006


Modelling C and N turnover through the microbial biomass in soil
journal, February 1984

  • Van Veen, J. A.; Ladd, J. N.; Frissel, M. J.
  • Plant and Soil, Vol. 76, Issue 1-3
  • DOI: 10.1007/BF02205585

Microbial control over carbon cycling in soil
journal, January 2012


Modeling microbial community structure and functional diversity across time and space
journal, May 2012


Microbe-driven turnover offsets mineral-mediated storage of soil carbon under elevated CO2
journal, November 2014

  • Sulman, Benjamin N.; Phillips, Richard P.; Oishi, A. Christopher
  • Nature Climate Change, Vol. 4, Issue 12
  • DOI: 10.1038/nclimate2436

Considering fungal:bacterial dominance in soils – Methods, controls, and ecosystem implications
journal, September 2010


Nitrogen Mineralization: Challenges of a Changing Paradigm
journal, March 2004

  • Schimel, Joshua P.; Bennett, Jennifer
  • Ecology, Vol. 85, Issue 3
  • DOI: 10.1890/03-8002

Effect of cultivation on microbial carbon and nitrogen in dry tropical forest soil
journal, December 1989

  • Srivastava, S. C.; Singh, J. S.
  • Biology and Fertility of Soils, Vol. 8, Issue 4
  • DOI: 10.1007/BF00263167

Development of microbial-enzyme-mediated decomposition model parameters through steady-state and dynamic analyses
journal, January 2013

  • Wang, Gangsheng; Post, Wilfred M.; Mayes, Melanie A.
  • Ecological Applications, Vol. 23, Issue 1
  • DOI: 10.1890/12-0681.1

Soil-carbon response to warming dependent on microbial physiology
journal, April 2010

  • Allison, Steven D.; Wallenstein, Matthew D.; Bradford, Mark A.
  • Nature Geoscience, Vol. 3, Issue 5
  • DOI: 10.1038/ngeo846

Convergence of microbial assimilations of soil carbon, nitrogen, phosphorus and sulfur in terrestrial ecosystems
journal, November 2015

  • Xu, Xiaofeng; Hui, Dafeng; King, Anthony W.
  • Scientific Reports, Vol. 5, Issue 1
  • DOI: 10.1038/srep17445

Relationships of soil respiration to microbial biomass, substrate availability and clay content
journal, February 2003


The diversity and biogeography of soil bacterial communities
journal, January 2006

  • Fierer, N.; Jackson, R. B.
  • Proceedings of the National Academy of Sciences, Vol. 103, Issue 3
  • DOI: 10.1073/pnas.0507535103

Variations in microbial community composition through two soil depth profiles
journal, January 2003


Turnover of soil organic matter and of microbial biomass under C3–C4 vegetation change: Consideration of 13C fractionation and preferential substrate utilization
journal, January 2011


Drivers of microbial respiration and net N mineralization at the continental scale
journal, May 2013


High clay content accelerates the decomposition of fresh organic matter in artificial soils
journal, October 2014


Soil aggregate stratification of nematodes and microbial communities affects the metabolic quotient in an acid soil
journal, May 2013


Carbon use efficiency of microbial communities: stoichiometry, methodology and modelling
journal, April 2013

  • Sinsabaugh, Robert L.; Manzoni, Stefano; Moorhead, Daryl L.
  • Ecology Letters, Vol. 16, Issue 7
  • DOI: 10.1111/ele.12113

Soil structural aspects of decomposition of organic matter by micro-organisms
journal, December 1990

  • Van Veen, J. A.; Kuikman, P. J.
  • Biogeochemistry, Vol. 11, Issue 3
  • DOI: 10.1007/BF00004497

Toward an Ecological Classification of soil Bacteria
journal, June 2007

  • Fierer, Noah; Bradford, Mark A.; Jackson, Robert B.
  • Ecology, Vol. 88, Issue 6
  • DOI: 10.1890/05-1839

Plant species traits are the predominant control on litter decomposition rates within biomes worldwide
journal, October 2008


A microbial functional group-based module for simulating methane production and consumption: Application to an incubated permafrost soil: A MICROBIAL FUNCTIONAL GROUP-BASED METHANE MODULE
journal, July 2015

  • Xu, Xiaofeng; Elias, Dwayne A.; Graham, David E.
  • Journal of Geophysical Research: Biogeosciences, Vol. 120, Issue 7
  • DOI: 10.1002/2015JG002935

Works referencing / citing this record:

Multiple models and experiments underscore large uncertainty in soil carbon dynamics
journal, October 2018

  • Sulman, Benjamin N.; Moore, Jessica A. M.; Abramoff, Rose
  • Biogeochemistry, Vol. 141, Issue 2
  • DOI: 10.1007/s10533-018-0509-z

A Mechanistic Model of Microbially Mediated Soil Biogeochemical Processes: A Reality Check
journal, June 2019

  • Fatichi, Simone; Manzoni, Stefano; Or, Dani
  • Global Biogeochemical Cycles, Vol. 33, Issue 6
  • DOI: 10.1029/2018gb006077

Nitrogen limitation of decomposition and decay: How can it occur?
journal, December 2017

  • Averill, Colin; Waring, Bonnie
  • Global Change Biology, Vol. 24, Issue 4
  • DOI: 10.1111/gcb.13980

Increasing microbial carbon use efficiency with warming predicts soil heterotrophic respiration globally
journal, July 2019

  • Ye, Jian‐Sheng; Bradford, Mark A.; Dacal, Marina
  • Global Change Biology, Vol. 25, Issue 10
  • DOI: 10.1111/gcb.14738

Global variation of soil microbial carbon-use efficiency in relation to growth temperature and substrate supply
journal, April 2019


Response of soil microbial communities to altered precipitation: A global synthesis
journal, July 2018

  • Zhou, Zhenghu; Wang, Chuankuan; Luo, Yiqi
  • Global Ecology and Biogeography, Vol. 27, Issue 9
  • DOI: 10.1111/geb.12761

Plant, microbial and ecosystem carbon use efficiencies interact to stabilize microbial growth as a fraction of gross primary production
journal, February 2017

  • Sinsabaugh, Robert L.; Moorhead, Daryl L.; Xu, Xiaofeng
  • New Phytologist, Vol. 214, Issue 4
  • DOI: 10.1111/nph.14485

Reduced carbon use efficiency and increased microbial turnover with soil warming
journal, December 2018

  • Li, Jianwei; Wang, Gangsheng; Mayes, Melanie A.
  • Global Change Biology
  • DOI: 10.1111/gcb.14517

Microbes drive global soil nitrogen mineralization and availability
journal, January 2019

  • Li, Zhaolei; Tian, Dashuan; Wang, Bingxue
  • Global Change Biology, Vol. 25, Issue 3
  • DOI: 10.1111/gcb.14557

Functional traits along a transect
journal, September 2017


Pasture enclosures increase soil carbon dioxide flux rate in Semiarid Rangeland, Kenya
journal, December 2018

  • Oduor, Collins O.; Karanja, Nancy; Onwong’a, Richard
  • Carbon Balance and Management, Vol. 13, Issue 1
  • DOI: 10.1186/s13021-018-0114-4

Global variation of soil microbial carbon-use efficiency in relation to growth temperature and substrate supply
journal, April 2019


Pasture enclosures increase soil carbon dioxide flux rate in Semiarid Rangeland, Kenya
journal, December 2018

  • Oduor, Collins O.; Karanja, Nancy; Onwong’a, Richard
  • Carbon Balance and Management, Vol. 13, Issue 1
  • DOI: 10.1186/s13021-018-0114-4