Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Field-warmed soil carbon changes imply high 21st-century modeling uncertainty

Journal Article · · Biogeosciences (Online)

Abstract. The feedback between planetary warming and soil carbon loss has been the focus of considerable scientific attention in recent decades, due to its potential to accelerate anthropogenic climate change. The soil carbon temperature sensitivity is traditionally estimated from short-term respiration measurements – either from laboratory incubations that are artificially manipulated or from field measurements that cannot distinguish between plant and microbial respiration. To address these limitations of previous approaches, we developed a new method to estimate soil temperature sensitivity (Q10) of soil carbon directly from warming-induced changes in soil carbon stocks measured in 36 field experiments across the world. Variations in warming magnitude and control organic carbon percentage explained much of field-warmed organic carbon percentage (R2 = 0.96), revealing Q10 across sites of 2.2 [1.6, 2.7] 95 % confidence interval (CI). When these field-derived Q10 values were extrapolated over the 21st century using a post hoc correction of 20 Coupled Model Intercomparison Project Phase 5 (CMIP5) Earth system model outputs, the multi-model mean soil carbon stock changes shifted from the previous value of 88 ± 153 Pg carbon (weighted mean ± 1 SD) to 19 ± 155 Pg carbon with a Q10-driven 95 % CI of 248 ± 191 to −95 ± 209 Pg carbon. On average, incorporating the field-derived Q10 values into Earth system model simulations led to reductions in the projected amount of carbon sequestered in the soil over the 21st century. However, the considerable parameter uncertainty led to extremely high variability in soil carbon stock projections within each model; intra-model uncertainty driven by the field-derived Q10 was as great as that between model variation. This study demonstrates that data integration should capture the variation of the system, as well as mean trends.

Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1454643
Alternate ID(s):
OSTI ID: 1729875
Journal Information:
Biogeosciences (Online), Journal Name: Biogeosciences (Online) Journal Issue: 12 Vol. 15; ISSN 1726-4189
Publisher:
Copernicus Publications, EGUCopyright Statement
Country of Publication:
Germany
Language:
English

References (53)

Explicitly representing soil microbial processes in Earth system models: Soil microbes in earth system models journal October 2015
Toward more realistic projections of soil carbon dynamics by Earth system models: SOIL CARBON MODELING journal January 2016
Land contribution to natural CO 2 variability on time scales of centuries : Land Contribution to CO journal June 2013
Climate and carbon cycle changes from 1850 to 2100 in MPI-ESM simulations for the Coupled Model Intercomparison Project phase 5: Climate Changes in MPI-ESM journal July 2013
Global carbon budgets simulated by the Beijing Climate Center Climate System Model for the last century: GLOBAL CARBON CYCLE FROM A CMIP5 MODEL journal May 2013
Extending North Atlantic Oscillation reconstructions back to 1500 journal June 2001
Dynamics of C, N, P and S in grassland soils: a model journal February 1988
Will the tropical land biosphere dominate the climate–carbon cycle feedback during the twenty-first century? journal April 2007
Climate change projections using the IPSL-CM5 Earth System Model: from CMIP3 to CMIP5 journal February 2013
Prediction of carbon exchanges between China terrestrial ecosystem and atmosphere in 21st century journal May 2008
Simulating energy and carbon fluxes over winter wheat using coupled land surface and terrestrial ecosystem models journal August 2003
Ecosystem model spin-up: Estimating steady state conditions in a coupled terrestrial carbon and nitrogen cycle model journal November 2005
SEIB–DGVM: A new Dynamic Global Vegetation Model using a spatially explicit individual-based approach journal January 2007
A dynamic global vegetation model for studies of the coupled atmosphere-biosphere system: DVGM FOR COUPLED CLIMATE STUDIES journal February 2005
Influence of carbon-nitrogen cycle coupling on land model response to CO 2 fertilization and climate variability : INFLUENCE OF CARBON-NITROGEN COUPLING journal December 2007
Carbon cycling under 300 years of land use change: Importance of the secondary vegetation sink: CARBON CYCLING AND LAND USE IN LM3V journal June 2009
Carbon emission limits required to satisfy future representative concentration pathways of greenhouse gases: ALLOWABLE FUTURE CARBON EMISSIONS journal March 2011
Parameterization improvements and functional and structural advances in Version 4 of the Community Land Model journal January 2011
Long-term sensitivity of soil carbon turnover to warming journal January 2005
Temperature sensitivity of soil carbon decomposition and feedbacks to climate change journal March 2006
Temperature-associated increases in the global soil respiration record journal March 2010
Quantifying global soil carbon losses in response to warming journal November 2016
Predicting soil carbon loss with warming journal February 2018
Managing uncertainty in soil carbon feedbacks to climate change journal July 2016
Future productivity and carbon storage limited by terrestrial nutrient availability journal April 2015
Net primary and ecosystem production and carbon stocks of terrestrial ecosystems and their responses to climate change journal February 1998
Soil water content and temperature as independent or confounded factors controlling soil respiration in a temperate mixed hardwood forest journal February 1998
Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model journal February 2003
Temperature response of soil respiration largely unaltered with experimental warming journal November 2016
High sensitivity of future global warming to land carbon cycle processes journal April 2012
On the variability of respiration in terrestrial ecosystems: moving beyond Q10 journal February 2006
Uncertainties in the 20th century carbon budget associated with land use change: LUC UNCERTAINTIES IN 20TH CENTURY CARBON BUDGET journal February 2010
Climate-carbon cycle feedbacks under stabilization: uncertainty and observational constraints journal January 2006
Global Convergence in the Temperature Sensitivity of Respiration at Ecosystem Level journal July 2010
The whole-soil carbon flux in response to warming journal March 2017
Atmosphere-ocean general circulation model with the carbon cycle journal June 2007
The Community Climate System Model Version 4 journal October 2011
An Overview of CMIP5 and the Experiment Design journal April 2012
Damage of Land Biosphere due to Intense Warming by 1000-Fold Rapid Increase in Atmospheric Methane: Estimation with a Climate–Carbon Cycle Model journal December 2012
GFDL’s ESM2 Global Coupled Climate–Carbon Earth System Models. Part II: Carbon System Formulation and Baseline Simulation Characteristics journal April 2013
Uncertainties in CMIP5 Climate Projections due to Carbon Cycle Feedbacks journal January 2014
A Method for Scaling Vegetation Dynamics: the Ecosystem Demography Model (ed) journal November 2001
Relative information contributions of model vs. data to short- and long-term forecasts of forest carbon dynamics journal July 2011
Responses of ecosystem carbon cycle to experimental warming: a meta-analysis journal March 2013
Analysis of Factors Controlling Soil Organic Matter Levels in Great Plains Grasslands1 journal January 1987
On the Temperature Dependence of Soil Respiration journal June 1994
Basic performance of a new earth system model of the Meteorological Research Institute (MRI-ESM1) [気象研究所の新しい地球システムモデルMRI-ESM1の基本性能] journal January 2013
Causes of variation in soil carbon simulations from CMIP5 Earth system models and comparison with observations journal January 2013
Changes in soil organic carbon storage predicted by Earth system models during the 21st century journal January 2014
Global spatiotemporal distribution of soil respiration modeled using a global database journal January 2015
Development and evaluation of an Earth-System model – HadGEM2 journal January 2011
MIROC-ESM 2010: model description and basic results of CMIP5-20c3m experiments journal January 2011
Evaluation of the carbon cycle components in the Norwegian Earth System Model (NorESM) journal January 2013

Similar Records

Global-Scale Convergence Obscures Inconsistencies in Soil Carbon Change Predicted by Earth System Models
Journal Article · Thu Feb 29 23:00:00 EST 2024 · AGU Advances · OSTI ID:2326277

Related Subjects