skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: A meta-analysis of 1,119 manipulative experiments on terrestrial carbon-cycling responses to global change

Journal Article · · Nature Ecology and Evolution
ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [2];  [3]; ORCiD logo [4]; ORCiD logo [5]; ORCiD logo [6]; ORCiD logo [7];  [8];  [9]; ORCiD logo [10]; ORCiD logo [11];  [12]; ORCiD logo [13];  [13];  [14];  [15];  [16]; ORCiD logo [17]; ORCiD logo [18] more »;  [19];  [20]; ORCiD logo [21];  [22];  [23]; ORCiD logo [24]; ORCiD logo [3]; ORCiD logo [25];  [26]; ORCiD logo [27]; ORCiD logo [28];  [29]; ORCiD logo [30]; ORCiD logo [31];  [32];  [33];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13];  [13] « less
  1. Hebei Univ., Boading (China). College of Life Sciences; Henan Univ., Kaifeng (China). School of Life Sciences, International Joint Research Lab. for Global Change Ecology
  2. Peking Univ, Beijing (China). College of Urban and Environmental Sciences, Sino-French Inst. for Earth System Science; Chinese Academy of Sciences, Beijing (China). Center for Excellence in Tibetan Earth Science and Inst. of Tibetan Plateau Research, Key Lab. of Alpine Ecology
  3. Colorado State Univ., Fort Collins, CO (United States). Dept. of Biology and Graduate Degree Program in Ecology
  4. Univ. of Vermont, Burlington, VT (United States). Rubenstein School of Environment and Natural Resources and Gund Inst. for Environment
  5. Univ. of Antwerp, Wilrijk (Belgium). Dept. of Biology, Centre of Excellence Plant and Vegetation Ecology (PLECO)
  6. Peking Univ, Beijing (China). College of Urban and Environmental Sciences, Sino-French Inst. for Earth System Science; Lab. des Sciences du Climat et de l’Environnement, Gif sur Yvette (France)
  7. Univ. of Tasmania, Hobart (Australia). School of Natural Sciences, Biological Sciences
  8. Auckland Univ. of Technology, Auckland (New Zealand). School of Science, Inst. for Applied Ecology New Zealand
  9. Univ. of Copenhagen, Copenhagen (Denmark). Dept. of Geosciences and Natural Resource Management
  10. Swedish Univ. of Agricultural Sciences, Umeå (Sweden). Dept. of Forest Ecology and Management
  11. East China Normal Univ., Shanghai (China). School of Ecological and Environmental Sciences, Shanghai Key Lab. for Urban Ecological Processes and Eco-Restoration, and Research Center for Global Change and Ecological Forecasting
  12. Peking Univ, Beijing (China). College of Urban and Environmental Sciences, Sino-French Inst. for Earth System Science
  13. Henan Univ., Kaifeng (China). School of Life Sciences, International Joint Research Lab. for Global Change Ecology
  14. Northern Arizona Univ., Flagstaff, AZ (United States). Dept. of Biological Sciences, Center for Ecosystem Study and Society
  15. Chinese Academy of Sciences, Beijing (China). Inst. of Geographic Sciences and Natural Resources Research, Key Lab. of Ecosystem Network Observation and Modeling, Center for Forest Ecosystem Studies
  16. Villanova Univ., Villanova, PA (United States). Dept. of Biology
  17. ETH, Zürich (Switzerland). Inst. for Atmospheric and Climate Science; Univ. of Bern, Bern (Switzerland). Climate and Environmental Physics
  18. Purdue Univ., West Lafayette, IN (United States). Dept. of Forestry and Natural Resources and Dept. of Biological Sciences
  19. The Ecosystem Center, Woods Hole, MA (United States). Marine Biological Lab.
  20. Michigan State Univ., East Lansing, MI (United States). Dept. of Geography, Environment and Spatial Sciences, Center for Global Change and Earth Observations
  21. Iowa State Univ., Ames, IA (United States). Dept. of Ecology, Evolution, and Organismal Biology; Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Environmental Molecular Sciences Lab.
  22. Univ. of California, Berkeley, CA (United States). Energy and Resources Group; Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Climate and Ecosystem Sciences Division
  23. United States Dept. of Agriculture Forest Service, Durham, NH (United States). Northern Research Station
  24. Chinese Academy of Sciences, Beijing (China). Inst. of Botany, State Key Lab. of Vegetation and Environmental Change
  25. Boston Univ., Boston, MA (United States). Dept. of Biology
  26. Virginia Tech, Blacksburg, VA (United States). Dept. of Forest Resources and Environmental Conservation
  27. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Environmental Sciences Division and Climate Change Science Inst.
  28. Indiana Univ., Bloomington, IN (United States). Dept. of Biology
  29. Chinese Academy of Sciences, Beijing (China). Inst. of Geographic Sciences and Natural Resources Research, Key Lab. of Ecosystem Network Observation and Modeling
  30. ETH, Zurich (Switzerland). Inst. of Environmental Engineering
  31. CSIRO Oceans and Atmosphere, Victoria (Australia)
  32. Binzhou Univ, Binzhou (China). Shandong Key Lab. of Eco-Environmental Science for the Yellow River Delta
  33. Binzhou Univ, Binzhou (China). Shandong Key Lab. of Eco-Environmental Science for the Yellow River Delta

Direct quantification of terrestrial biosphere responses to global change is crucial for projections of future climate change in Earth system models. In this study, we synthesized ecosystem carbon-cycling data from 1,119 experiments performed over the past four decades concerning changes in temperature, precipitation, CO2 and nitrogen across major terrestrial vegetation types of the world. Most experiments manipulated single rather than multiple global change drivers in temperate ecosystems of the USA, Europe and China. The magnitudes of warming and elevated CO2 treatments were consistent with the ranges of future projections, whereas those of precipitation changes and nitrogen inputs often exceeded the projected ranges. Increases in global change drivers consistently accelerated, but decreased precipitation slowed down carbon-cycle processes. Nonlinear (including synergistic and antagonistic) effects among global change drivers were rare. Belowground carbon allocation responded negatively to increased precipitation and nitrogen addition and positively to decreased precipitation and elevated CO2. The sensitivities of carbon variables to multiple global change drivers depended on the background climate and ecosystem condition, suggesting that Earth system models should be evaluated using site-specific conditions for best uses of this large dataset. Together, this synthesis underscores an urgent need to explore the interactions among multiple global change drivers in underrepresented regions such as semi-arid ecosystems, forests in the tropics and subtropics, and Arctic tundra when forecasting future terrestrial carbon-climate feedback.

Research Organization:
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC05-00OR22725
OSTI ID:
1569379
Journal Information:
Nature Ecology and Evolution, Vol. 3, Issue 9; ISSN 2397-334X
Publisher:
Nature Publishing GroupCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 197 works
Citation information provided by
Web of Science

References (89)

A two-fold increase of carbon cycle sensitivity to tropical temperature variations journal January 2014
Interactive effects of global change factors on soil respiration and its components: a meta-analysis journal March 2016
Effects of climate warming on photosynthesis in boreal tree species depend on soil moisture journal October 2018
Does the growth response of woody plants to elevated CO 2 increase with temperature? A model-oriented meta-analysis journal September 2015
Using ecosystem experiments to improve vegetation models journal May 2015
Global Convergence in the Temperature Sensitivity of Respiration at Ecosystem Level journal July 2010
A meta-analysis of elevated CO 2 effects on woody plant mass, form, and physiology journal January 1998
Climate change and the permafrost carbon feedback journal April 2015
Improving the representation of roots in terrestrial models journal November 2014
Responses of terrestrial ecosystems to temperature and precipitation change: a meta-analysis of experimental manipulation: META-ANALYSIS OF EXPERIMENTAL MANIPULATION journal January 2011
Reduced N cycling in response to elevated CO2, warming, and drought in a Danish heathland: Synthesizing results of the CLIMAITE project after two years of treatments: EFFECTS OF CLIMATE CHANGE ON N CYCLING journal November 2010
The ecological role of climate extremes: current understanding and future prospects: Ecological role of climate extremes journal April 2011
Influence of multiple global change drivers on terrestrial carbon storage: additive effects are common journal March 2017
Predicting Ecosystem Responses to Elevated CO 2 Concentrations journal February 1991
Soil microbial respiration adapts to ambient temperature in global drylands journal January 2019
Experiments to confront the environmental extremes of climate change journal May 2015
Global and regional evolution of short-lived radiatively-active gases and aerosols in the Representative Concentration Pathways journal August 2011
Tree carbon allocation explains forest drought-kill and recovery patterns journal August 2018
Using results from global change experiments to inform land model development and calibration journal November 2014
Simple additive effects are rare: a quantitative review of plant biomass and soil process responses to combined manipulations of CO 2 and temperature journal June 2012
To replicate, or not to replicate - that is the question: how to tackle nonlinear responses in ecological experiments journal August 2018
Precipitation manipulation experiments - challenges and recommendations for the future journal May 2012
Convergence across biomes to a common rain-use efficiency journal June 2004
Means and extremes: building variability into community-level climate change experiments journal February 2013
Partitioning direct and indirect effects reveals the response of water-limited ecosystems to elevated CO 2 journal October 2016
What have we learned from 15 years of free-air CO2 enrichment (FACE)? A meta-analytic review of the responses of photosynthesis, canopy properties and plant production to rising CO2: Tansley review journal November 2004
Shrubland primary production and soil respiration diverge along European climate gradient journal March 2017
A reality check for climate change experiments: Do they reflect the real world? journal September 2018
Mycorrhizal association as a primary control of the CO 2 fertilization effect journal June 2016
Digging deeper: fine-root responses to rising atmospheric CO2 concentration in forested ecosystems journal December 2009
A meta-analysis of the response of soil respiration, net nitrogen mineralization, and aboveground plant growth to experimental ecosystem warming journal February 2001
Reduced CO2 fertilization effect in temperate C3 grasslands under more extreme weather conditions journal December 2016
Effects of elevated CO 2 and N fertilization on plant and soil carbon pools of managed grasslands: a meta-analysis journal January 2012
Carbon allocation in forest ecosystems journal October 2007
Model-data synthesis for the next generation of forest free-air CO 2 enrichment (FACE) experiments journal August 2015
Warming accelerates decomposition of decades-old carbon in forest soils journal June 2012
Predominant role of water in regulating soil and microbial respiration and their responses to climate change in a semiarid grassland journal January 2009
Elevated CO2 effects on plant carbon, nitrogen, and water relations: six important lessons from FACE journal April 2009
Do global change experiments overestimate impacts on terrestrial ecosystems? journal May 2011
A cross-biome synthesis of soil respiration and its determinants under simulated precipitation changes journal February 2016
Evaluation of terrestrial carbon cycle models for their response to climate variability and to CO 2 trends journal April 2013
A new generation of climate-change experiments: events, not trends journal September 2007
Conducting Meta-Analyses in R with the metafor Package journal January 2010
Consequences of More Extreme Precipitation Regimes for Terrestrial Ecosystems journal October 2008
Favorable effect of mycorrhizae on biomass production efficiency exceeds their carbon cost in a fertilization experiment journal September 2018
Grassland Responses to Global Environmental Changes Suppressed by Elevated CO2 journal December 2002
Soil respiration under climate warming: differential response of heterotrophic and autotrophic respiration journal May 2014
ELEVATED CO 2 STIMULATES NET ACCUMULATIONS OF CARBON AND NITROGEN IN LAND ECOSYSTEMS: A META-ANALYSIS journal January 2006
Globally consistent influences of seasonal precipitation limit grassland biomass response to elevated CO2 journal February 2019
Altered root traits due to elevated CO 2 : a meta-analysis : Root traits at elevated CO journal April 2013
Where does the carbon go? A model-data intercomparison of vegetation carbon allocation and turnover processes at two temperate forest free-air CO 2 enrichment sites journal May 2014
Global environmental change and the nature of aboveground net primary productivity responses: insights from long-term experiments journal February 2015
Global Change Experiments: Challenges and Opportunities journal July 2015
Climate warming and biomass accumulation of terrestrial plants: a meta-analysis journal July 2010
Ecosystem response to elevated CO2 levels limited by nitrogen-induced plant species shift journal July 2010
Elevated CO2 increases carbon allocation to the roots of Lolium perenne under free-air CO2 enrichment but not in a controlled environment journal April 2002
Dynamic disequilibrium of the terrestrial carbon cycle under global change journal February 2011
Crossing the threshold: the power of multi‐level experiments in identifying global change responses journal August 2012
The Meta-Analysis of Response Ratios in Experimental Ecology journal June 1999
Tree responses to rising CO 2 in field experiments: implications for the future forest journal June 1999
Fertile forests produce biomass more efficiently: Forests’ biomass production efficiency journal April 2012
ATMOSPHERIC SCIENCE: Nitrogen and Climate Change journal November 2003
Urgent need for a common metric to make precipitation manipulation experiments comparable: Letters journal June 2012
Global response patterns of terrestrial plant species to nitrogen addition journal July 2008
Beyond realism in climate change experiments: gradient approaches identify thresholds and tipping points journal October 2013
Reconciling multiple impacts of nitrogen enrichment on soil carbon: plant, microbial and geochemical controls journal May 2018
Few multiyear precipitation-reduction experiments find a shift in the productivity-precipitation relationship journal April 2016
Variation Among Biomes in Temporal Dynamics of Aboveground Primary Production journal January 2001
Reduction of forest soil respiration in response to nitrogen deposition journal April 2010
Global evidence on nitrogen saturation of terrestrial ecosystem net primary productivity journal February 2016
Dynamics of root systems in native grasslands: effects of elevated atmospheric CO2: RESEARCH CO2 and native grassland root systems journal July 2000
Responses of wild C4 and C3 grass (Poaceae) species to elevated atmospheric CO 2 concentration: a meta‐analytic test of current theories and perceptions journal August 1999
The dominant role of semi-arid ecosystems in the trend and variability of the land CO2 sink journal May 2015
Belowground drought response of European beech: fine root biomass and carbon partitioning in 14 mature stands across a precipitation gradient journal September 2008
Soil warming, carbon-nitrogen interactions, and forest carbon budgets journal May 2011
Interactive responses of old-field plant growth and composition to warming and precipitation journal February 2012
Seasonal not annual rainfall determines grassland biomass response to carbon dioxide journal May 2014
The fate of carbon in grasslands under carbon dioxide enrichment journal August 1997
Nitrogen Limitation of net Primary Productivity in Terrestrial Ecosystems is Globally Distributed journal February 2008
Toward an allocation scheme for global terrestrial carbon models journal October 1999
Elevated CO 2 does not stimulate carbon sink in a semi-arid grassland journal January 2019
Reconciling inconsistencies in precipitation-productivity relationships: implications for climate change journal December 2016
Responses of ecosystem carbon cycle to experimental warming: a meta-analysis journal March 2013
Nonlinear, interacting responses to climate limit grassland production under global change journal September 2016
On the meta-analysis of response ratios for studies with correlated and multi-group designs journal November 2011
Faster Decomposition Under Increased Atmospheric CO2 Limits Soil Carbon Storage journal April 2014
Responses of plant diversity to precipitation change are strongest at local spatial scales and in drylands journal May 2021
Globally consistent influences of seasonal precipitation limit grassland biomass response to elevated CO2 text January 2019
A new generation of climate-change experiments: events, not trends
  • Jentsch, Anke; Kreyling, Jürgen; Beierkuhnlein, Carl
  • Frontiers in Ecology and the Environment, Vol. preprint, Issue 2007 https://doi.org/10.1890/060097
journal January 2007

Cited By (7)

Towards more predictive and interdisciplinary climate change ecosystem experiments journal October 2019
Phylogenetic conservation of soil bacterial responses to simulated global changes journal March 2020
Response to the Editor: Assessing the robustness of communities and ecosystems in global change research journal November 2019
Understanding ecosystems of the future will require more than realistic climate change experiments – A response to Korell et al. journal October 2019
Understanding plant communities of the future requires filling knowledge gaps journal December 2019
Sensitivity of mangrove soil organic matter decay to warming and sea level change journal January 2020
Towards more predictive and interdisciplinary climate change ecosystem experiments text January 2019