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Title: Sources of Uncertainty in Regional and Global Terrestrial CO 2 Exchange Estimates

Authors:
ORCiD logo [1]; ORCiD logo [2];  [3];  [4]; ORCiD logo [5];  [2]; ORCiD logo [3]; ORCiD logo [6]; ORCiD logo [7];  [8]; ORCiD logo [9];  [3]; ORCiD logo [10]; ORCiD logo [11]; ORCiD logo [12];  [8]; ORCiD logo [13]; ORCiD logo [14]; ORCiD logo [15]; ORCiD logo [16] more »; ORCiD logo [17]; ORCiD logo [18];  [19]; ORCiD logo [20]; ORCiD logo [21];  [22]; ORCiD logo [23]; ORCiD logo [6] « less
  1. Department of GeographyLudwig‐Maximilians Universität München Germany
  2. College of Engineering, Mathematics and Physical SciencesUniversity of Exeter Exeter UK
  3. Laboratoire des Sciences du Climat et de l'EnvironnementCEA‐CNRS‐UVSQ, UMR8212 Gif‐sur‐Yvette France
  4. University Paris‐Saclay, AgroParisTech, INRAE, UMR 211 Thiverval‐Grignon France, CIRED Nogent‐sur‐Marne France
  5. College of Life and Environmental SciencesUniversity of Exeter Exeter UK
  6. Max Planck Institute for Biogeochemistry Jena Germany
  7. Department of GeographyLudwig‐Maximilians Universität München Germany, Max Planck Institute for Meteorology Hamburg Germany
  8. Department of Meteorology and Air QualityWageningen University and Research Wageningen Netherlands
  9. Research Institute for Global ChangeJapan Agency for Marine‐Earth Science and Technology Yokohama Japan
  10. CSIRO Oceans and Atmosphere Canberra ACT Australia
  11. Department of Geoscience, Environment and SocietyUniversité Libre de Bruxelles Bruxelles Belgium
  12. Laboratoire des Sciences du Climat et de l'EnvironnementCEA‐CNRS‐UVSQ, UMR8212 Gif‐sur‐Yvette France, Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System ScienceTsinghua University Beijing China
  13. Department of Meteorology and Air QualityWageningen University and Research Wageningen Netherlands, Centre for Isotope ResearchUniversity of Groningen Groningen Netherlands
  14. Department of GeographyUniversity of Augsburg Augsburg Germany
  15. Department of Atmospheric SciencesUniversity of Illinois at Urbana‐Champaign Urbana IL USA
  16. Institute of Applied Energy Minato Japan
  17. Climate and Environmental Physics, Physics Institute and Oeschger Centre for Climate Change ResearchUniversity of Bern Bern Switzerland
  18. Climate and Global Dynamics LaboratoryNational Center for Atmospheric Research Boulder CO USA
  19. CNRM, Université de Toulouse, Mto‐France, CNRS Toulouse France
  20. Max Planck Institute for Meteorology Hamburg Germany
  21. Biospheric Sciences LabNASA Greenbelt MD USA
  22. International Center for Climate and Global Change Research, School of Forestry and Wildlife SciencesAuburn University Auburn AL USA
  23. Environmental Sciences Division and Climate Change Science InstituteOak Ridge National Laboratory Oak Ridge TN USA
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1601089
Alternate Identifier(s):
OSTI ID: 1601090
Grant/Contract Number:  
[DESC0016323]
Resource Type:
Published Article
Journal Name:
Global Biogeochemical Cycles
Additional Journal Information:
[Journal Name: Global Biogeochemical Cycles Journal Volume: 34 Journal Issue: 2]; Journal ID: ISSN 0886-6236
Publisher:
American Geophysical Union (AGU)
Country of Publication:
United States
Language:
English

Citation Formats

Bastos, A., O'Sullivan, M., Ciais, P., Makowski, D., Sitch, S., Friedlingstein, P., Chevallier, F., Rödenbeck, C., Pongratz, J., Luijkx, I. T., Patra, P. K., Peylin, P., Canadell, J. G., Lauerwald, R., Li, W., Smith, N. E., Peters, W., Goll, D. S., Jain, A. K., Kato, E., Lienert, S., Lombardozzi, D. L., Haverd, V., Nabel, J. E. M. S., Poulter, B., Tian, H., Walker, A. P., and Zaehle, S. Sources of Uncertainty in Regional and Global Terrestrial CO 2 Exchange Estimates. United States: N. p., 2020. Web. doi:10.1029/2019GB006393.
Bastos, A., O'Sullivan, M., Ciais, P., Makowski, D., Sitch, S., Friedlingstein, P., Chevallier, F., Rödenbeck, C., Pongratz, J., Luijkx, I. T., Patra, P. K., Peylin, P., Canadell, J. G., Lauerwald, R., Li, W., Smith, N. E., Peters, W., Goll, D. S., Jain, A. K., Kato, E., Lienert, S., Lombardozzi, D. L., Haverd, V., Nabel, J. E. M. S., Poulter, B., Tian, H., Walker, A. P., & Zaehle, S. Sources of Uncertainty in Regional and Global Terrestrial CO 2 Exchange Estimates. United States. doi:10.1029/2019GB006393.
Bastos, A., O'Sullivan, M., Ciais, P., Makowski, D., Sitch, S., Friedlingstein, P., Chevallier, F., Rödenbeck, C., Pongratz, J., Luijkx, I. T., Patra, P. K., Peylin, P., Canadell, J. G., Lauerwald, R., Li, W., Smith, N. E., Peters, W., Goll, D. S., Jain, A. K., Kato, E., Lienert, S., Lombardozzi, D. L., Haverd, V., Nabel, J. E. M. S., Poulter, B., Tian, H., Walker, A. P., and Zaehle, S. Tue . "Sources of Uncertainty in Regional and Global Terrestrial CO 2 Exchange Estimates". United States. doi:10.1029/2019GB006393.
@article{osti_1601089,
title = {Sources of Uncertainty in Regional and Global Terrestrial CO 2 Exchange Estimates},
author = {Bastos, A. and O'Sullivan, M. and Ciais, P. and Makowski, D. and Sitch, S. and Friedlingstein, P. and Chevallier, F. and Rödenbeck, C. and Pongratz, J. and Luijkx, I. T. and Patra, P. K. and Peylin, P. and Canadell, J. G. and Lauerwald, R. and Li, W. and Smith, N. E. and Peters, W. and Goll, D. S. and Jain, A. K. and Kato, E. and Lienert, S. and Lombardozzi, D. L. and Haverd, V. and Nabel, J. E. M. S. and Poulter, B. and Tian, H. and Walker, A. P. and Zaehle, S.},
abstractNote = {},
doi = {10.1029/2019GB006393},
journal = {Global Biogeochemical Cycles},
number = [2],
volume = [34],
place = {United States},
year = {2020},
month = {2}
}

Journal Article:
Free Publicly Available Full Text
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DOI: 10.1029/2019GB006393

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Works referenced in this record:

Global ocean carbon uptake: magnitude, variability and trends
journal, January 2013


A new global burned area product for climate assessment of fire impacts: A new global burned area product
journal, March 2016

  • Chuvieco, Emilio; Yue, Chao; Heil, Angelika
  • Global Ecology and Biogeography, Vol. 25, Issue 5
  • DOI: 10.1111/geb.12440

Trends and drivers of regional sources and sinks of carbon dioxide over the past two decades
journal, January 2013


Improved Chemical Tracer Simulation by MIROC4.0-based Atmospheric Chemistry-Transport Model (MIROC4-ACTM)
journal, January 2018

  • Patra, Prabir K.; Takigawa, Masayuki; Watanabe, Shingo
  • SOLA, Vol. 14, Issue 0
  • DOI: 10.2151/sola.2018-016

Generation and analysis of a new global burned area product based on MODIS 250 m reflectance bands and thermal anomalies
journal, January 2018

  • Chuvieco, Emilio; Lizundia-Loiola, Joshua; Pettinari, Maria Lucrecia
  • Earth System Science Data, Vol. 10, Issue 4
  • DOI: 10.5194/essd-10-2015-2018

Global and Brazilian Carbon Response to El Niño Modoki 2011-2010: BRAZILIAN CARBON BALANCE
journal, October 2017

  • Bowman, K. W.; Liu, J.; Bloom, A. A.
  • Earth and Space Science, Vol. 4, Issue 10
  • DOI: 10.1002/2016EA000204

Impacts of land cover and climate data selection on understanding terrestrial carbon dynamics and the CO 2 airborne fraction
journal, January 2011


A global view of shifting cultivation: Recent, current, and future extent
journal, September 2017


Inferring CO 2 sources and sinks from satellite observations: Method and application to TOVS data
journal, January 2005

  • Chevallier, F.; Fisher, M.; Peylin, P.
  • Journal of Geophysical Research, Vol. 110, Issue D24
  • DOI: 10.1029/2005JD006390

Global Carbon Budget 2018
journal, January 2018

  • Le Quéré, Corinne; Andrew, Robbie M.; Friedlingstein, Pierre
  • Earth System Science Data, Vol. 10, Issue 4
  • DOI: 10.5194/essd-10-2141-2018

Improving the ISBA CC land surface model simulation of water and carbon fluxes and stocks over the Amazon forest
journal, January 2015

  • Joetzjer, E.; Delire, C.; Douville, H.
  • Geoscientific Model Development, Vol. 8, Issue 6
  • DOI: 10.5194/gmd-8-1709-2015

A synthesis of carbon dioxide emissions from fossil-fuel combustion
journal, January 2012


Global atmospheric carbon budget: results from an ensemble of atmospheric CO 2 inversions
journal, January 2013


Role of forest regrowth in global carbon sink dynamics
journal, February 2019

  • Pugh, Thomas A. M.; Lindeskog, Mats; Smith, Benjamin
  • Proceedings of the National Academy of Sciences, Vol. 116, Issue 10
  • DOI: 10.1073/pnas.1810512116

Global CO2-consumption by chemical weathering: What is the contribution of highly active weathering regions?
journal, December 2009


North American terrestrial CO2 uptake largely offset by CH4 and N2O emissions: toward a full accounting of the greenhouse gas budget
journal, March 2014


High-Resolution Global Maps of 21st-Century Forest Cover Change
journal, November 2013


A dynamic global vegetation model for studies of the coupled atmosphere-biosphere system: DVGM FOR COUPLED CLIMATE STUDIES
journal, February 2005

  • Krinner, G.; Viovy, Nicolas; de Noblet-Ducoudré, Nathalie
  • Global Biogeochemical Cycles, Vol. 19, Issue 1
  • DOI: 10.1029/2003GB002199

Enhanced nitrogen deposition over China
journal, February 2013


Uncertainty in projected climate change arising from uncertain fossil-fuel emission factors
journal, March 2018


Air–sea exchanges of CO 2 in the world's coastal seas
journal, January 2013


The Joint UK Land Environment Simulator (JULES), model description – Part 2: Carbon fluxes and vegetation dynamics
journal, January 2011

  • Clark, D. B.; Mercado, L. M.; Sitch, S.
  • Geoscientific Model Development, Vol. 4, Issue 3
  • DOI: 10.5194/gmd-4-701-2011

The Global N 2 O Model Intercomparison Project
journal, June 2018

  • Tian, Hanqin; Yang, Jia; Lu, Chaoqun
  • Bulletin of the American Meteorological Society, Vol. 99, Issue 6
  • DOI: 10.1175/BAMS-D-17-0212.1

Lower land-use emissions responsible for increased net land carbon sink during the slow warming period
journal, August 2018


The collection 6 MODIS active fire detection algorithm and fire products
journal, June 2016

  • Giglio, Louis; Schroeder, Wilfrid; Justice, Christopher O.
  • Remote Sensing of Environment, Vol. 178
  • DOI: 10.1016/j.rse.2016.02.054

Competition between plant functional types in the Canadian Terrestrial Ecosystem Model (CTEM) v. 2.0
journal, January 2016


A representation of the phosphorus cycle for ORCHIDEE (revision 4520)
journal, January 2017

  • Goll, Daniel S.; Vuichard, Nicolas; Maignan, Fabienne
  • Geoscientific Model Development, Vol. 10, Issue 10
  • DOI: 10.5194/gmd-10-3745-2017

Enhanced Seasonal Exchange of CO2 by Northern Ecosystems Since 1960
journal, August 2013


Increased influence of nitrogen limitation on CO2 emissions from future land use and land use change
journal, September 2015

  • Meiyappan, Prasanth; Jain, Atul K.; House, Joanna I.
  • Global Biogeochemical Cycles, Vol. 29, Issue 9, p. 1524-1548
  • DOI: 10.1002/2015GB005086

Contribution of anthropogenic land cover change emissions to pre-industrial atmospheric CO 2
journal, January 2010


Contribution of semi-arid ecosystems to interannual variability of the global carbon cycle
journal, May 2014

  • Poulter, Benjamin; Frank, David; Ciais, Philippe
  • Nature, Vol. 509, Issue 7502
  • DOI: 10.1038/nature13376

Hydrologic regulation of plant rooting depth
journal, September 2017

  • Fan, Ying; Miguez-Macho, Gonzalo; Jobbágy, Esteban G.
  • Proceedings of the National Academy of Sciences, Vol. 114, Issue 40
  • DOI: 10.1073/pnas.1712381114

Tropical land carbon cycle responses to 2015/16 El Niño as recorded by atmospheric greenhouse gas and remote sensing data
journal, October 2018

  • Gloor, Emanuel; Wilson, Chris; Chipperfield, Martyn P.
  • Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 373, Issue 1760
  • DOI: 10.1098/rstb.2017.0302

Gross and net land cover changes in the main plant functional types derived from the annual ESA CCI land cover maps (1992–2015)
journal, January 2018


Fitting Linear Mixed-Effects Models Using lme4
journal, January 2015

  • Bates, Douglas; Mächler, Martin; Bolker, Ben
  • Journal of Statistical Software, Vol. 67, Issue 1
  • DOI: 10.18637/jss.v067.i01

Global and regional fluxes of carbon from land use and land cover change 1850-2015: Carbon Emissions From Land Use
journal, March 2017

  • Houghton, R. A.; Nassikas, Alexander A.
  • Global Biogeochemical Cycles, Vol. 31, Issue 3
  • DOI: 10.1002/2016GB005546

Impact of the 2015/2016 El Niño on the terrestrial carbon cycle constrained by bottom-up and top-down approaches
journal, October 2018

  • Bastos, Ana; Friedlingstein, Pierre; Sitch, Stephen
  • Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 373, Issue 1760
  • DOI: 10.1098/rstb.2017.0304

Global trends in carbon sinks and their relationships with CO2 and temperature
journal, December 2018

  • Fernández-Martínez, M.; Sardans, J.; Chevallier, F.
  • Nature Climate Change, Vol. 9, Issue 1
  • DOI: 10.1038/s41558-018-0367-7

Probabilistic Precipitation Anomalies Associated with ENSO
journal, April 2001


History of El Niño impacts on the global carbon cycle 1957–2017: a quantification from atmospheric CO 2 data
journal, October 2018

  • Rödenbeck, C.; Zaehle, S.; Keeling, R.
  • Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 373, Issue 1760
  • DOI: 10.1098/rstb.2017.0303

Global atmospheric CO 2 inverse models converging on neutral tropical land exchange, but disagreeing on fossil fuel and atmospheric growth rate
journal, January 2019

  • Gaubert, Benjamin; Stephens, Britton B.; Basu, Sourish
  • Biogeosciences, Vol. 16, Issue 1
  • DOI: 10.5194/bg-16-117-2019

Global Carbon Budget 2017
journal, January 2018

  • Le Quéré, Corinne; Andrew, Robbie M.; Friedlingstein, Pierre
  • Earth System Science Data, Vol. 10, Issue 1
  • DOI: 10.5194/essd-10-405-2018

Developments in the MPI‐M Earth System Model version 1.2 (MPI‐ESM1.2) and Its Response to Increasing CO 2
journal, April 2019

  • Mauritsen, Thorsten; Bader, Jürgen; Becker, Tobias
  • Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 4
  • DOI: 10.1029/2018MS001400

Revision of global carbon fluxes based on a reassessment of oceanic and riverine carbon transport
journal, June 2018


Changes in surface hydrology, soil moisture and gross primary production in the Amazon during the 2015/2016 El Niño
journal, October 2018

  • van Schaik, Erik; Killaars, Lars; Smith, Naomi E.
  • Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 373, Issue 1760
  • DOI: 10.1098/rstb.2018.0084

Carbon Cycle Uncertainty in REgional Carbon Cycle Assessment and Processes (RECCAP)
journal, January 2012


Impact of changes in diffuse radiation on the global land carbon sink
journal, April 2009

  • Mercado, Lina M.; Bellouin, Nicolas; Sitch, Stephen
  • Nature, Vol. 458, Issue 7241
  • DOI: 10.1038/nature07949

A synthesis of carbon in international trade
journal, January 2012

  • Peters, G. P.; Davis, S. J.; Andrew, R.
  • Biogeosciences, Vol. 9, Issue 8, p. 3247-3276
  • DOI: 10.5194/bg-9-3247-2012

Implications of incorporating N cycling and N limitations on primary production in an individual-based dynamic vegetation model
journal, January 2014


Implications of overestimated anthropogenic CO2 emissions on East Asian and global land CO2 flux inversion
dataset, May 2017


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


Evaluation of spatially explicit emission scenario of land-use change and biomass burning using a process-based biogeochemical model
journal, March 2013


Relevance of methodological choices for accounting of land use change carbon fluxes
journal, August 2015

  • Hansis, Eberhard; Davis, Steven J.; Pongratz, Julia
  • Global Biogeochemical Cycles, Vol. 29, Issue 8
  • DOI: 10.1002/2014GB004997

Current and future CO 2 emissions from drained peatlands in Southeast Asia
journal, January 2010


Widespread seasonal compensation effects of spring warming on northern plant productivity
journal, October 2018


Recent trends and drivers of regional sources and sinks of carbon dioxide
journal, January 2015


Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations
journal, January 2017

  • Zscheischler, Jakob; Mahecha, Miguel D.; Avitabile, Valerio
  • Biogeosciences, Vol. 14, Issue 15
  • DOI: 10.5194/bg-14-3685-2017

Dynamic biomass burning emission factors and their impact on atmospheric CO mixing ratios: EMISSION FACTOR MODELING
journal, June 2013

  • van Leeuwen, T. T.; Peters, W.; Krol, M. C.
  • Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 12
  • DOI: 10.1002/jgrd.50478

Historical carbon dioxide emissions caused by land-use changes are possibly larger than assumed
journal, January 2017

  • Arneth, A.; Sitch, S.; Pongratz, J.
  • Nature Geoscience, Vol. 10, Issue 2
  • DOI: 10.1038/ngeo2882

The HYDE 3.1 spatially explicit database of human-induced global land-use change over the past 12,000 years: HYDE 3.1 Holocene land use
journal, September 2010


Terminology as a key uncertainty in net land use and land cover change carbon flux estimates
journal, January 2014

  • Pongratz, J.; Reick, C. H.; Houghton, R. A.
  • Earth System Dynamics, Vol. 5, Issue 1
  • DOI: 10.5194/esd-5-177-2014

Anthropogenic perturbation of the carbon fluxes from land to ocean
journal, June 2013

  • Regnier, Pierre; Friedlingstein, Pierre; Ciais, Philippe
  • Nature Geoscience, Vol. 6, Issue 8
  • DOI: 10.1038/ngeo1830

Carbon emissions from land use and land-cover change
journal, January 2012


A Bayesian ensemble data assimilation to constrain model parameters and land-use carbon emissions
journal, January 2018


Increased light-use efficiency in northern terrestrial ecosystems indicated by CO 2 and greening observations : INCREASE IN NH LIGHT USE EFFICIENCY
journal, November 2016

  • Thomas, Rebecca T.; Prentice, Iain Colin; Graven, Heather
  • Geophysical Research Letters, Vol. 43, Issue 21
  • DOI: 10.1002/2016GL070710

Deep instability of deforested tropical peatlands revealed by fluvial organic carbon fluxes
journal, January 2013

  • Moore, Sam; Evans, Chris D.; Page, Susan E.
  • Nature, Vol. 493, Issue 7434
  • DOI: 10.1038/nature11818

Sensitivity of atmospheric CO2 growth rate to observed changes in terrestrial water storage
journal, August 2018


Trends in the sources and sinks of carbon dioxide
journal, November 2009

  • Le Quéré, Corinne; Raupach, Michael R.; Canadell, Josep G.
  • Nature Geoscience, Vol. 2, Issue 12
  • DOI: 10.1038/ngeo689

The impact of alternative trait-scaling hypotheses for the maximum photosynthetic carboxylation rate ( V cmax ) on global gross primary production
journal, June 2017

  • Walker, Anthony P.; Quaife, Tristan; van Bodegom, Peter M.
  • New Phytologist, Vol. 215, Issue 4
  • DOI: 10.1111/nph.14623

CO<sub>2</sub> flux history 1982–2001 inferred from atmospheric data using a global inversion of atmospheric transport
journal, January 2003

  • Rödenbeck, C.; Houweling, S.; Gloor, M.
  • Atmospheric Chemistry and Physics, Vol. 3, Issue 6
  • DOI: 10.5194/acp-3-1919-2003

Updated high-resolution grids of monthly climatic observations - the CRU TS3.10 Dataset: UPDATED HIGH-RESOLUTION GRIDS OF MONTHLY CLIMATIC OBSERVATIONS
journal, May 2013

  • Harris, I.; Jones, P. D.; Osborn, T. J.
  • International Journal of Climatology, Vol. 34, Issue 3
  • DOI: 10.1002/joc.3711

Global Nutrient Export from WaterSheds 2 (NEWS 2): Model development and implementation
journal, July 2010

  • Mayorga, Emilio; Seitzinger, Sybil P.; Harrison, John A.
  • Environmental Modelling & Software, Vol. 25, Issue 7
  • DOI: 10.1016/j.envsoft.2010.01.007

The JRA-55 Reanalysis: General Specifications and Basic Characteristics
journal, January 2015

  • Kobayashi, Shinya; Ota, Yukinari; Harada, Yayoi
  • Journal of the Meteorological Society of Japan. Ser. II, Vol. 93, Issue 1
  • DOI: 10.2151/jmsj.2015-001

The global NPP dependence on ENSO: La Niña and the extraordinary year of 2011: GLOBAL NPP AND ENSO: THE 2011 LA NIÑA
journal, July 2013

  • Bastos, A.; Running, Steven W.; Gouveia, Célia
  • Journal of Geophysical Research: Biogeosciences, Vol. 118, Issue 3
  • DOI: 10.1002/jgrg.20100

Global ocean storage of anthropogenic carbon
journal, January 2013


The reinvigoration of the Southern Ocean carbon sink
journal, September 2015

  • Landschützer, Peter; Gruber, Nicolas; Haumann, F. Alexander
  • Science, Vol. 349, Issue 6253
  • DOI: 10.1126/science.aab2620

The CarbonTracker Data Assimilation Shell (CTDAS) v1.0: implementation and global carbon balance 2001–2015
journal, January 2017

  • van der Laan-Luijkx, Ingrid T.; van der Velde, Ivar R.; van der Veen, Emma
  • Geoscientific Model Development, Vol. 10, Issue 7
  • DOI: 10.5194/gmd-10-2785-2017

Satellite passive microwaves reveal recent climate-induced carbon losses in African drylands
journal, April 2018

  • Brandt, Martin; Wigneron, Jean-Pierre; Chave, Jerome
  • Nature Ecology & Evolution, Vol. 2, Issue 5
  • DOI: 10.1038/s41559-018-0530-6

Current systematic carbon-cycle observations and the need for implementing a policy-relevant carbon observing system
journal, January 2014