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Strong dependence of CO2 emissions from anthropogenic land cover change on initial land cover and soil carbon parametrization

Journal Article · · Global Biogeochemical Cycles
DOI:https://doi.org/10.1002/2014gb004988· OSTI ID:1347711
 [1];  [2];  [3];  [2];  [4];  [5]
  1. Max Planck Inst. for Meteorology, Hamburg (Germany); KlimaCampus, Hamburg (Germany); Lab. for Climate and Environmental Sciences (LSCE), Gif-sur-Yvette (France)
  2. Max Planck Inst. for Meteorology, Hamburg (Germany)
  3. Finnish Environment Inst. (SYKE), Helsinki (Finland)
  4. Finnish Meteorologica Inst., Helsinki (Finland)
  5. Univ. of Oklahoma, Norman, OK (United States). Dept. Microbiology and Plant Biology; Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Biological Sciences Division
The quantification of sources and sinks of carbon from land use and land cover changes (LULCC) is uncertain. We investigated how the parametrization of LULCC and of organic matter decomposition, as well as initial land cover, affects the historical and future carbon fluxes in an Earth System Model (ESM). Using the land component of the Max Planck Institute ESM, we found that the historical (1750–2010) LULCC flux varied up to 25% depending on the fraction of biomass which enters the atmosphere directly due to burning or is used in short-lived products. The uncertainty in the decadal LULCC fluxes of the recent past due to the parametrization of decomposition and direct emissions was 0.6 Pg C yr$$-$$1, which is 3 times larger than the uncertainty previously attributed to model and method in general. Preindustrial natural land cover had a larger effect on decadal LULCC fluxes than the aforementioned parameter sensitivity (1.0 Pg C yr$$-$$1). Regional differences between reconstructed and dynamically computed land covers, in particular, at low latitudes, led to differences in historical LULCC emissions of 84–114 Pg C, globally. This effect is larger than the effects of forest regrowth, shifting cultivation, or climate feedbacks and comparable to the effect of differences among studies in the terminology of LULCC. Finally, in general, we find that the practice of calibrating the net land carbon balance to provide realistic boundary conditions for the climate component of an ESM hampers the applicability of the land component outside its primary field of application.
Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1347711
Journal Information:
Global Biogeochemical Cycles, Journal Name: Global Biogeochemical Cycles Journal Issue: 9 Vol. 29; ISSN 0886-6236
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

References (80)

Climate-driven changes in chemical weathering and associated phosphorus release since 1850: Implications for the land carbon balance journal May 2014
Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model journal February 2003
Historical warming reduced due to enhanced land carbon uptake journal September 2013
The Carbon Budget in Soils journal May 2001
Evaluating the Land and Ocean Components of the Global Carbon Cycle in the CMIP5 Earth System Models journal September 2013
Simulating effects of land use changes on carbon fluxes: past contributions to atmospheric CO 2 increases and future commitments due to losses of terrestrial sink capacity journal September 2008
Leaf litter decomposition -- Estimates of global variability based on Yasso07 model preprint January 2009
Examining soil carbon uncertainty in a global model: response of microbial decomposition to temperature, moisture and nutrient limitation journal January 2013
The mutual importance of anthropogenically and climate-induced changes in global vegetation cover for future land carbon emissions in the MPI-ESM CMIP5 simulations: CARBON FLUXES FROM VEGETATION CHANGE journal October 2015
Climate-driven changes in chemical weathering and associated phosphorus release since 1850: Implications for the land carbon balance journal May 2014
Representation of natural and anthropogenic land cover change in MPI-ESM: Land Cover in MPI-ESM journal July 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
Harmonization of land-use scenarios for the period 1500–2100: 600 years of global gridded annual land-use transitions, wood harvest, and resulting secondary lands journal August 2011
SEIB–DGVM: A new Dynamic Global Vegetation Model using a spatially explicit individual-based approach journal January 2007
Heterotrophic soil respiration—Comparison of different models describing its temperature dependence journal February 2008
Leaf litter decomposition—Estimates of global variability based on Yasso07 model journal December 2009
Wood decomposition model for boreal forests journal February 2011
Soil organic carbon stock changes in Swedish forest soils—A comparison of uncertainties and their sources through a national inventory and two simulation models journal February 2013
Soil carbon model Yasso07 graphical user interface journal November 2011
The Yasso07 soil carbon model – Testing against repeated soil carbon inventory journal December 2012
Impacts of organic amendments on carbon stocks of an agricultural soil — Comparison of model-simulations to measurements journal November 2012
Thermal acclimation of organic matter decomposition in an artificial forest soil is related to shifts in microbial community structure journal April 2014
Global Warming and Tropical Land-Use Change: Greenhouse Gas Emissions from Biomass Burning, Decomposition and Soils in Forest Conversion, Shifting Cultivation and Secondary Vegetation journal January 2000
Carbon balance of the terrestrial biosphere in the Twentieth Century: Analyses of CO 2 , climate and land use effects with four process-based ecosystem models journal March 2001
A dynamic global vegetation model for studies of the coupled atmosphere-biosphere system: DVGM FOR COUPLED CLIMATE STUDIES journal February 2005
A reconstruction of global agricultural areas and land cover for the last millennium: MILLENIUM LAND COVER RECONSTRUCTION journal August 2008
Radiative forcing from anthropogenic land cover change since A.D. 800: RF FROM ANTHROPOGENIC LAND COVER CHANGE journal January 2009
Effects of anthropogenic land cover change on the carbon cycle of the last millennium: LAND COVER CHANGE AND CARBON CYCLE journal October 2009
Uncertainties in climate responses to past land cover change: First results from the LUCID intercomparison study journal January 2009
Biogeophysical versus biogeochemical climate response to historical anthropogenic land cover change: CLIMATE EFFECTS OF HISTORICAL LAND COVER CHANGE journal April 2010
Soil carbon model alternatives for ECHAM5/JSBACH climate model: Evaluation and impacts on global carbon cycle estimates journal January 2011
Evaluation of vegetation cover and land-surface albedo in MPI-ESM CMIP5 simulations: VEGETATION AND LAND ALBEDO IN MPI-ESM journal February 2013
Observations and modeling of biomass and soil organic matter dynamics for the grassland biome worldwide journal December 1993
Characterizing patterns of global land use: An analysis of global croplands data journal December 1998
The global carbon dioxide flux in soil respiration and its relationship to vegetation and climate journal April 1992
Bias in the attribution of forest carbon sinks journal September 2013
Using ecosystem experiments to improve vegetation models journal May 2015
Human-induced nitrogen–phosphorus imbalances alter natural and managed ecosystems across the globe journal December 2013
Increased tree carbon storage in response to nitrogen deposition in the US journal December 2009
Annual and interannual CO2 exchanges of the terrestrial biosphere: process-based simulations and uncertainties journal June 2000
Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model journal February 2003
Challenges to estimating carbon emissions from tropical deforestation journal January 2007
Uncertainties in the 20th century carbon budget associated with land use change: LUC UNCERTAINTIES IN 20TH CENTURY CARBON BUDGET journal February 2010
A historical meta-analysis of global terrestrial net primary productivity: are estimates converging?: A HISTORICAL META-ANALYSIS OF GLOBAL LAND NPP journal May 2011
Simulating effects of land use changes on carbon fluxes: past contributions to atmospheric CO 2 increases and future commitments due to losses of terrestrial sink capacity journal January 2008
Contribution of anthropogenic land cover change emissions to pre-industrial atmospheric CO 2 journal January 2010
Global Percent Tree Cover at a Spatial Resolution of 500 Meters: First Results of the MODIS Vegetation Continuous Fields Algorithm journal October 2003
An Overview of CMIP5 and the Experiment Design journal April 2012
Simulating the Biogeochemical and Biogeophysical Impacts of Transient Land Cover Change and Wood Harvest in the Community Climate System Model (CCSM4) from 1850 to 2100 journal May 2012
Simulated Climate and Climate Change in the GFDL CM2.5 High-Resolution Coupled Climate Model journal April 2012
Determining Robust Impacts of Land-Use-Induced Land Cover Changes on Surface Climate over North America and Eurasia: Results from the First Set of LUCID Experiments journal May 2012
GFDL’s ESM2 Global Coupled Climate–Carbon Earth System Models. Part II: Carbon System Formulation and Baseline Simulation Characteristics journal April 2013
Evaluating the Land and Ocean Components of the Global Carbon Cycle in the CMIP5 Earth System Models journal September 2013
Effect of Anthropogenic Land-Use and Land-Cover Changes on Climate and Land Carbon Storage in CMIP5 Projections for the Twenty-First Century journal September 2013
Nitrogen Availability Reduces CMIP5 Projections of Twenty-First-Century Land Carbon Uptake journal March 2015
Coupled climate–carbon simulations indicate minor global effects of wars and epidemics on atmospheric CO 2 between ad 800 and 1850 journal January 2011
Changes in the Carbon Content of Terrestrial Biota and Soils between 1860 and 1980: A Net Release of CO"2 to the Atmosphere journal February 1983
The global carbon dioxide flux in soil respiration and its relationship to vegetation and climate journal January 1992
Carbon balance of the terrestrial biosphere in the twentieth century: Analyses of CO2, climate and land use effects with four process-based ecosystem models text January 2001
Soil carbon model Yasso07 graphical user interface preprint January 2011
Reliable, robust and realistic: the three R's of next-generation land surface modelling journal January 2014
Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997–2009) journal January 2010
Impacts of trait variation through observed trait-climate relationships on performance of a representative Earth System model: a conceptual analysis journal January 2012
Causes of variation in soil carbon simulations from CMIP5 Earth system models and comparison with observations journal January 2013
Global changes in dryland vegetation dynamics (1988–2008) assessed by satellite remote sensing: comparing a new passive microwave vegetation density record with reflective greenness data journal January 2013
Soil organic carbon dynamics of black locust plantations in the middle Loess Plateau area of China journal January 2013
Examining soil carbon uncertainty in a global model: response of microbial decomposition to temperature, moisture and nutrient limitation journal January 2013
Changes in soil organic carbon storage predicted by Earth system models during the 21st century journal January 2014
Comparing the influence of net and gross anthropogenic land-use and land-cover changes on the carbon cycle in the MPI-ESM journal January 2014
Nutrient limitation reduces land carbon uptake in simulations with a model of combined carbon, nitrogen and phosphorus cycling journal January 2012
Carbon emissions from land use and land-cover change journal January 2012
Comparing modelled fire dynamics with charcoal records for the Holocene journal January 2014
Effects of land cover change on temperature and rainfall extremes in multi-model ensemble simulations journal January 2012
Terminology as a key uncertainty in net land use and land cover change carbon flux estimates journal January 2014
Description and basic evaluation of BNU-ESM version 1 journal January 2014
MIROC-ESM 2010: model description and basic results of CMIP5-20c3m experiments journal January 2011
Barre Woods Soil Warming Experiment at Harvard Forest since 2001 dataset January 2015
Barre Woods Soil Warming Experiment at Harvard Forest since 2001 dataset January 2016
Barre Woods Soil Warming Experiment at Harvard Forest since 2001 dataset January 2020
Barre Woods Soil Warming Experiment at Harvard Forest since 2001 dataset January 2015

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The Max Planck Institute Grand Ensemble: Enabling the Exploration of Climate System Variability journal July 2019
Path-dependent reductions in CO2 emission budgets caused by permafrost carbon release journal September 2018
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Global Carbon Budget 2015 text January 2015
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Year-round simulated methane emissions from a permafrost ecosystem in Northeast Siberia journal January 2018
A Bayesian ensemble data assimilation to constrain model parameters and land-use carbon emissions journal January 2018
What was the source of the atmospheric CO2 increase during the Holocene? journal January 2019
What was the source of the atmospheric CO2 increase during the Holocene? journal March 2019
The end of the African humid period as seen by a transient comprehensive Earth system model simulation of the last 8000 years journal January 2020
Global Carbon Budget 2017 journal January 2018
Global Carbon Budget 2016 journal January 2016
Carbon–nitrogen interactions in idealized simulations with JSBACH (version 3.10) journal January 2017
Dynamic hydrological discharge modelling for coupled climate model simulations of the last glacial cycle: the MPI-DynamicHD model version 3.0 journal January 2018
Effects of bryophyte and lichen cover on permafrost soil temperature at large scale journal January 2016
Global Carbon Budget 2016 text January 2016
Global Carbon Budget 2017 text January 2018
Land-use emissions play a critical role in land-based mitigation for Paris climate targets text January 2018
Global carbon budget 2015 text January 2015
A Bayesian ensemble data assimilation to constrain model parameters and land-use carbon emissions text January 2018
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