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Global Carbon Budget 2024

Journal Article · · Earth System Science Data (Online)
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Abstract. Accurate assessment of anthropogenic carbon dioxide (CO2) emissions and their redistribution among the atmosphere, ocean, and terrestrial biosphere in a changing climate is critical to better understand the global carbon cycle, support the development of climate policies, and project future climate change. Here we describe and synthesize datasets and methodologies to quantify the five major components of the global carbon budget and their uncertainties. Fossil CO2 emissions (EFOS) are based on energy statistics and cement production data, while emissions from land-use change (ELUC) are based on land-use and land-use change data and bookkeeping models. Atmospheric CO2 concentration is measured directly, and its growth rate (GATM) is computed from the annual changes in concentration. The global net uptake of CO2 by the ocean (SOCEAN, called the ocean sink) is estimated with global ocean biogeochemistry models and observation-based fCO2 products (fCO2 is the fugacity of CO2). The global net uptake of CO2 by the land (SLAND, called the land sink) is estimated with dynamic global vegetation models. Additional lines of evidence on land and ocean sinks are provided by atmospheric inversions, atmospheric oxygen measurements, and Earth system models. The sum of all sources and sinks results in the carbon budget imbalance (BIM), a measure of imperfect data and incomplete understanding of the contemporary carbon cycle. All uncertainties are reported as ±1σ. For the year 2023, EFOS increased by 1.3 % relative to 2022, with fossil emissions at 10.1 ± 0.5 GtC yr−1 (10.3 ± 0.5 GtC yr−1 when the cement carbonation sink is not included), and ELUC was 1.0 ± 0.7 GtC yr−1, for a total anthropogenic CO2 emission (including the cement carbonation sink) of 11.1 ± 0.9 GtC yr−1 (40.6 ± 3.2 GtCO2 yr−1). Also, for 2023, GATM was 5.9 ± 0.2 GtC yr−1 (2.79 ± 0.1 ppm yr−1; ppm denotes parts per million), SOCEAN was 2.9 ± 0.4 GtC yr−1, and SLAND was 2.3 ± 1.0 GtC yr−1, with a near-zero BIM (−0.02 GtC yr−1). The global atmospheric CO2 concentration averaged over 2023 reached 419.31 ± 0.1 ppm. Preliminary data for 2024 suggest an increase in EFOS relative to 2023 of +0.8 % (−0.2 % to 1.7 %) globally and an atmospheric CO2 concentration increase by 2.87 ppm, reaching 422.45 ppm, 52 % above the pre-industrial level (around 278 ppm in 1750). Overall, the mean of and trend in the components of the global carbon budget are consistently estimated over the period 1959–2023, with a near-zero overall budget imbalance, although discrepancies of up to around 1 GtC yr−1 persist for the representation of annual to semi-decadal variability in CO2 fluxes. Comparison of estimates from multiple approaches and observations shows the following: (1) a persistent large uncertainty in the estimate of land-use change emissions, (2) low agreement between the different methods on the magnitude of the land CO2 flux in the northern extra-tropics, and (3) a discrepancy between the different methods on the mean ocean sink. This living-data update documents changes in methods and datasets applied to this most recent global carbon budget as well as evolving community understanding of the global carbon cycle. The data presented in this work are available at https://doi.org/10.18160/GCP-2024 (Friedlingstein et al., 2024).

Sponsoring Organization:
USDOE
Grant/Contract Number:
SC0012972
OSTI ID:
2556901
Journal Information:
Earth System Science Data (Online), Journal Name: Earth System Science Data (Online) Journal Issue: 3 Vol. 17; ISSN 1866-3516
Publisher:
Copernicus GmbHCopyright Statement
Country of Publication:
Germany
Language:
English

References (298)

The oceanic anthropogenic CO 2 sink: Storage, air-sea fluxes, and transports over the industrial era journal July 2014
Relevance of methodological choices for accounting of land use change carbon fluxes journal August 2015
Increased influence of nitrogen limitation on CO2 emissions from future land use and land use change journal September 2015
Decadal variations and trends of the global ocean carbon sink journal October 2016
Agreement of CMIP5 Simulated and Observed Ocean Anthropogenic CO2 Uptake journal December 2017
Predictable variations of the carbon sinks and atmospheric CO2 growth in a multi-model framework preprint September 2020
The First Global Carbon Dioxide Flux Map Derived from TanSat Measurements journal July 2021
North American terrestrial CO2 uptake largely offset by CH4 and N2O emissions: toward a full accounting of the greenhouse gas budget journal March 2014
Global trends of ocean CO2 sink and ocean acidification: an observation-based reconstruction of surface ocean inorganic carbon variables journal November 2020
Constraint of satellite CO2 retrieval on the global carbon cycle from a Chinese atmospheric inversion system journal February 2023
Studies of Recent Changes in Atmospheric O2 Content book January 2014
Incorporating dynamic crop growth processes and management practices into a terrestrial biosphere model for simulating crop production in the United States: Toward a unified modeling framework journal October 2022
Mechanisms governing interannual variability in upper-ocean inorganic carbon system and air–sea CO2 fluxes: Physical climate and atmospheric dust journal April 2009
Climatological mean and decadal change in surface ocean pCO2, and net sea–air CO2 flux over the global oceans journal April 2009
Agricultural and forestry trade drives large share of tropical deforestation emissions journal May 2019
Differences in land-based mitigation estimates reconciled by separating natural and land-use CO2 fluxes at the country level journal December 2022
Global spatially explicit carbon emissions from land-use change over the past six decades (1961–2020) journal May 2024
The collection 6 MODIS active fire detection algorithm and fire products journal June 2016
The carbon budget of China: 1980–2021 journal January 2024
Changing State of the Climate System book July 2023
Global Carbon and Other Biogeochemical Cycles and Feedbacks book July 2023
Cross-sectoral Perspectives book August 2023
Carbon and Other Biogeochemical Cycles book March 2014
Vegetation dynamics – simulating responses to climatic change journal January 1999
Riverine-driven interhemispheric transport of carbon journal June 2001
A dynamic global vegetation model for studies of the coupled atmosphere-biosphere system: DVGM FOR COUPLED CLIMATE STUDIES journal February 2005
Inferring CO 2 sources and sinks from satellite observations: Method and application to TOVS data journal January 2005
Spatiotemporal patterns of terrestrial carbon cycle during the 20th century: CARBON CYCLE DURING THE 20TH CENTURY journal November 2009
Carbon and nitrogen cycle dynamics in the O-CN land surface model: 1. Model description, site-scale evaluation, and sensitivity to parameter estimates: SITE-SCALE EVALUATION OF A C-N MODEL journal February 2010
Impact of climate change and variability on the global oceanic sink of CO 2 : CLIMATE IMPACT ON THE OCEAN CO journal October 2010
World ocean heat content and thermosteric sea level change (0-2000 m), 1955-2010: WORLD OCEAN HEAT CONTENT journal May 2012
Global burned area and biomass burning emissions from small fires: BURNED AREA FROM SMALL FIRES journal December 2012
Have synergies between nitrogen deposition and atmospheric CO 2 driven the recent enhancement of the terrestrial carbon sink? journal January 2019
Quantifying the Impact of Atmospheric Transport Uncertainty on CO 2 Surface Flux Estimates journal April 2019
Global Emergence of Anthropogenic Climate Change in Fire Weather Indices journal January 2019
The International Land Model Benchmarking (ILAMB) System: Design, Theory, and Implementation journal November 2018
Development of a REgion‐Specific Ecosystem Feedback Fire (RESFire) Model in the Community Earth System Model journal February 2019
Developments in the MPI‐M Earth System Model version 1.2 (MPI‐ESM1.2) and Its Response to Increasing CO 2 journal April 2019
The Community Land Model Version 5: Description of New Features, Benchmarking, and Impact of Forcing Uncertainty journal December 2019
External Forcing Explains Recent Decadal Variability of the Ocean Carbon Sink journal June 2020
Reassessing Southern Ocean Air‐Sea CO 2 Flux Estimates With the Addition of Biogeochemical Float Observations journal November 2019
Evaluation of an Online Grid‐Coarsening Algorithm in a Global Eddy‐Admitting Ocean Biogeochemical Model journal June 2019
UKESM1: Description and Evaluation of the U.K. Earth System Model journal December 2019
The DOE E3SM v1.1 Biogeochemistry Configuration: Description and Simulated Ecosystem‐Climate Responses to Historical Changes in Forcing journal September 2020
Evaluation of CNRM Earth System Model, CNRM‐ESM2‐1: Role of Earth System Processes in Present‐Day and Future Climate journal December 2019
The global land carbon cycle simulated with ISBA‐CTRIP: improvements over the last decade journal April 2020
Presentation and Evaluation of the IPSL‐CM6A‐LR Climate Model journal July 2020
Amplification of the Ocean Carbon Sink During El Niños: Role of Poleward Ekman Transport and Influence on Atmospheric CO 2 journal September 2020
Estimation of Permafrost SOC Stock and Turnover Time Using a Land Surface Model With Vertical Heterogeneity of Permafrost Soils journal November 2020
Quantifying Errors in Observationally Based Estimates of Ocean Carbon Sink Variability journal April 2021
Global and Regional Trends and Drivers of Fire Under Climate Change journal June 2022
Improved Quantification of Ocean Carbon Uptake by Using Machine Learning to Merge Global Models and pCO 2 Data journal January 2022
Are Terrestrial Biosphere Models Fit for Simulating the Global Land Carbon Sink? journal May 2022
How Well Do We Understand the Land‐Ocean‐Atmosphere Carbon Cycle? journal May 2022
Inventorying Earth’s Land and Ocean Greenhouse Gases journal February 2022
Update on the Temperature Corrections of Global Air‐Sea CO2 Flux Estimates journal August 2022
Variability in the Global Ocean Carbon Sink From 1959 to 2020 by Correcting Models With Observations journal July 2022
Sensitivity of the Global Ocean Carbon Sink to the Ocean Skin in a Climate Model journal July 2023
Decadal Trends in the Oceanic Storage of Anthropogenic Carbon From 1994 to 2014 journal August 2023
Air‐Sea Fluxes of CO2 in the Indian Ocean Between 1985 and 2018: A Synthesis Based on Observation‐Based Surface CO2, Hindcast and Atmospheric Inversion Models journal May 2023
Magnitude, Trends, and Variability of the Global Ocean Carbon Sink From 1985 to 2018 journal October 2023
The Southern Ocean Carbon Cycle 1985–2018: Mean, Seasonal Cycle, Trends, and Storage journal November 2023
An Assessment of CO2 Storage and Sea‐Air Fluxes for the Atlantic Ocean and Mediterranean Sea Between 1985 and 2018 journal April 2024
The Impact of Recent Climate Change on the Global Ocean Carbon Sink journal February 2024
Impact of Increased Horizontal Resolution of an Ocean Model on Carbon Circulation in the North Pacific Ocean journal January 2024
Assessment of Global Ocean Biogeochemistry Models for Ocean Carbon Sink Estimates in RECCAP2 and Recommendations for Future Studies journal March 2024
Trends and Drivers of Terrestrial Sources and Sinks of Carbon Dioxide: An Overview of the TRENDY Project journal July 2024
High‐Resolution Variability of the Ocean Carbon Sink journal August 2024
A Comprehensive Analysis of Air‐Sea CO2 Flux Uncertainties Constructed From Surface Ocean Data Products journal November 2024
Accuracy of Ocean CO2 Uptake Estimates at a Risk by a Reduction in the Data Collection journal April 2024
Extension and integration of atmospheric carbon dioxide data into a globally consistent measurement record journal January 1995
Natural and anthropogenic changes in atmospheric CO 2 over the last 1000 years from air in Antarctic ice and firn journal February 1996
Terrestrial carbon storage during the past 200 years: A Monte Carlo Analysis of CO 2 data from ice core and atmospheric measurements journal March 1997
Testing global ocean carbon cycle models using measurements of atmospheric O2 and CO2 concentration journal June 1998
Slowing down of the global accumulation of atmospheric methane during the 1980s journal July 1992
Impact of changes in diffuse radiation on the global land carbon sink journal April 2009
Reconstruction of the history of anthropogenic CO2 concentrations in the ocean journal November 2009
Increase in observed net carbon dioxide uptake by land and oceans during the past 50 years journal August 2012
Sensitivity of tropical carbon to climate change constrained by carbon dioxide variability journal February 2013
Long-term decline of the Amazon carbon sink journal March 2015
Reduced carbon emission estimates from fossil fuel combustion and cement production in China journal August 2015
Projected land photosynthesis constrained by changes in the seasonal cycle of atmospheric CO2 journal September 2016
Compensatory water effects link yearly global land CO2 sink changes to temperature journal January 2017
Recent increase in oceanic carbon uptake driven by weaker upper-ocean overturning journal February 2017
Unexpectedly large impact of forest management and grazing on global vegetation biomass journal December 2017
Rapid growth in CO2 emissions after the 2008–2009 global financial crisis journal December 2011
The gigatonne gap in China’s carbon dioxide inventories journal June 2012
The challenge to keep global warming below 2 °C journal December 2012
Bias in the attribution of forest carbon sinks journal September 2013
Reaching peak emissions journal December 2015
Uncertainties around reductions in China’s coal use and CO2 emissions journal March 2016
El Niño and a record CO2 rise journal June 2016
Key indicators to track current progress and future ambition of the Paris Agreement journal January 2017
Decadal predictions of the North Atlantic CO2 uptake journal March 2016
Update on CO2 emissions journal November 2010
Carbon benefits of anthropogenic reactive nitrogen offset by nitrous oxide emissions journal July 2011
Persistent growth of CO2 emissions and implications for reaching climate targets journal September 2014
Substantial global carbon uptake by cement carbonation journal November 2016
Historical carbon dioxide emissions caused by land-use changes are possibly larger than assumed journal January 2017
Trends in the sources and sinks of carbon dioxide journal November 2009
21st Century drought-related fires counteract the decline of Amazon deforestation carbon emissions journal February 2018
Net carbon emissions from African biosphere dominate pan-tropical atmospheric CO2 signal journal August 2019
The sponge effect and carbon emission mitigation potentials of the global cement cycle journal July 2020
Forest carbon sink neutralized by pervasive growth-lifespan trade-offs journal September 2020
Revised estimates of ocean-atmosphere CO2 flux are consistent with ocean carbon inventory journal September 2020
Stratification constrains future heat and carbon uptake in the Southern Ocean between 30°S and 55°S journal January 2022
Process-oriented analysis of dominant sources of uncertainty in the land carbon sink journal August 2022
Forest expansion dominates China’s land carbon sink since 1980 journal September 2022
A consistent budgeting of terrestrial carbon fluxes journal August 2024
Constraining the trend in the ocean CO2 sink during 2000–2022 journal September 2024
Towards real-time verification of CO2 emissions journal November 2017
Reconciling global-model estimates and country reporting of anthropogenic forest CO2 sinks journal September 2018
Drivers of declining CO2 emissions in 18 developed economies journal February 2019
Carbon dioxide emissions continue to grow amidst slowly emerging climate policies journal December 2019
Reduction in greenhouse gas emissions from national climate legislation journal July 2020
Fossil CO2 emissions in the post-COVID-19 era journal March 2021
Carbon loss from forest degradation exceeds that from deforestation in the Brazilian Amazon journal April 2021
Critical adjustment of land mitigation pathways for assessing countries’ climate progress journal April 2021
Assessing the size and uncertainty of remaining carbon budgets journal October 2023
Global burned area increasingly explained by climate change journal October 2024
Lower land-use emissions responsible for increased net land carbon sink during the slow warming period journal August 2018
Sensitivity of atmospheric CO2 growth rate to observed changes in terrestrial water storage journal August 2018
Five decades of northern land carbon uptake revealed by the interhemispheric CO2 gradient journal April 2019
Global and regional drivers of land-use emissions in 1961–2017 journal January 2021
Asynchronous carbon sink saturation in African and Amazonian tropical forests journal March 2020
Soil moisture–atmosphere feedback dominates land carbon uptake variability journal March 2021
Vast CO2 release from Australian fires in 2019–2020 constrained by satellite journal September 2021
The land-to-ocean loops of the global carbon cycle journal March 2022
Carbon emissions from the 2023 Canadian wildfires journal August 2024
Gridded fossil CO2 emissions and related O2 combustion consistent with national inventories 1959–2018 journal January 2021
Satellite-based time-series of sea-surface temperature since 1980 for climate applications journal March 2024
Uncertainty in the response of terrestrial carbon sink to environmental drivers undermines carbon-climate feedback predictions journal July 2017
Regional Wind Variability Modulates the Southern Ocean Carbon Sink journal May 2019
Quantification of ocean heat uptake from changes in atmospheric O2 and CO2 composition journal December 2019
Trends and variability in the ocean carbon sink journal January 2023
Distinguishing disturbance from perturbations in fire-prone ecosystems journal January 2019
Global and regional drivers of accelerating CO2 emissions journal May 2007
Contributions to accelerating atmospheric CO2 growth from economic activity, carbon intensity, and efficiency of natural sinks journal October 2007
Rates of change in natural and anthropogenic radiative forcing over the past 20,000 years journal February 2008
Growth in emission transfers via international trade from 1990 to 2008 journal April 2011
The decadal state of the terrestrial carbon cycle: Global retrievals of terrestrial carbon allocation, pools, and residence times journal January 2016
Decadal trends in the ocean carbon sink journal May 2019
Improved atmospheric constraints on Southern Ocean CO 2 exchange journal January 2024
The transition from deforestation to reforestation in Europe. book January 2001
Evaluation of spatially explicit emission scenario of land-use change and biomass burning using a process-based biogeochemical model journal March 2013
Global energy growth is outpacing decarbonization journal December 2018
Persistent fossil fuel growth threatens the Paris Agreement and planetary health journal December 2019
High predictability of terrestrial carbon fluxes from an initialized decadal prediction system journal December 2019
A multi-data assessment of land use and land cover emissions from Brazil during 2000–2019 journal June 2021
Aerosol–light interactions reduce the carbon budget imbalance journal December 2021
Global fossil carbon emissions rebound near pre-COVID-19 levels journal March 2022
Land-use change emissions based on high-resolution activity data substantially lower than previously estimated journal June 2022
Quantifying global carbon dioxide removal deployment journal January 2023
A top-down estimation of subnational CO2 budget using a global high-resolution inverse model with data from regional surface networks journal December 2023
Low latency carbon budget analysis reveals a large decline of the land carbon sink in 2023 journal October 2024
Sparse observations induce large biases in estimates of the global ocean CO 2 sink: an ocean model subsampling experiment
  • Hauck, Judith; Nissen, Cara; Landschützer, Peter
  • Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 381, Issue 2249 https://doi.org/10.1098/rsta.2022.0063
journal May 2023
History of El Niño impacts on the global carbon cycle 1957–2017: a quantification from atmospheric CO 2 data journal October 2018
CO 2 emissions from land-use change affected more by nitrogen cycle, than by the choice of land-cover data journal April 2013
The role of fire in global forest loss dynamics journal March 2021
Historical increases in land‐derived nutrient inputs may alleviate effects of a changing physical climate on the oceanic carbon cycle journal August 2021
Deforestation falls but rise of wildfires continues degrading Brazilian Amazon forests journal February 2024
CO 2 fertilization in temperate FACE experiments not representative of boreal and tropical forests journal July 2008
Evaluation of the terrestrial carbon cycle, future plant geography and climate-carbon cycle feedbacks using five Dynamic Global Vegetation Models (DGVMs) journal September 2008
Atmospheric carbon dioxide variations at Mauna Loa Observatory, Hawaii journal December 1976
Evaluation of 11 terrestrial carbon-nitrogen cycle models against observations from two temperate Free-Air CO 2 Enrichment studies journal January 2014
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
The impact of alternative trait-scaling hypotheses for the maximum photosynthetic carboxylation rate ( V cmax ) on global gross primary production journal June 2017
Integrating the evidence for a terrestrial carbon sink caused by increasing atmospheric CO 2 journal October 2020
Predicting the variable ocean carbon sink journal April 2019
Southern Ocean anthropogenic carbon sink constrained by sea surface salinity journal April 2021
Large historical carbon emissions from cultivated northern peatlands journal June 2021
Increasing forest fire emissions despite the decline in global burned area journal September 2021
Direct observational evidence of strong CO 2 uptake in the Southern Ocean journal July 2024
Saturation of the Southern Ocean CO2 Sink Due to Recent Climate Change journal June 2007
Weak Northern and Strong Tropical Land Carbon Uptake from Vertical Profiles of Atmospheric CO2 journal June 2007
A Large and Persistent Carbon Sink in the World's Forests journal July 2011
The dominant role of semi-arid ecosystems in the trend and variability of the land CO2 sink journal May 2015
The reinvigoration of the Southern Ocean carbon sink journal September 2015
A human-driven decline in global burned area journal June 2017
Tropical forests are a net carbon source based on aboveground measurements of gain and loss journal September 2017
The oceanic sink for anthropogenic CO 2 from 1994 to 2007 journal March 2019
Strong Southern Ocean carbon uptake evident in airborne observations journal December 2021
The drivers and impacts of Amazon forest degradation journal January 2023
Global rise in forest fire emissions linked to climate change in the extratropics journal October 2024
Natural Variability and Anthropogenic Trends in the Ocean Carbon Sink journal January 2017
Atmospheric Lifetime of Fossil Fuel Carbon Dioxide journal May 2009
Constraining Projection-Based Estimates of the Future North Atlantic Carbon Uptake journal May 2018
Toward a long-term atmospheric CO2 inversion for elucidating natural carbon fluxes: technical notes of NISMON-CO2 v2021.1 journal August 2022
A Method for Scaling Vegetation Dynamics: the Ecosystem Demography Model (ed) journal November 2001
Improved Chemical Tracer Simulation by MIROC4.0-based Atmospheric Chemistry-Transport Model (MIROC4-ACTM) journal January 2018
Regional inversion shows promise in capturing extreme-event-driven CO2 flux anomalies but is limited by atmospheric CO2 observational coverage preprint September 2023
Fire Responses to the 2010 and 2015/2016 Amazonian Droughts journal May 2019
Consistency and Challenges in the Ocean Carbon Sink Estimate for the Global Carbon Budget journal October 2020
Surface ocean CO2 concentration and air-sea flux estimate by machine learning with modelled variable trends journal September 2022
On the long-term stability of reference gases for atmospheric O2/N2and CO2measurements journal February 2007
Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997–2009) journal January 2010
Estimates of European uptake of CO 2 inferred from GOSAT X CO 2 retrievals: sensitivity to measurement bias inside and outside Europe journal January 2016
Technical Note: The impact of industrial activity on the amount of atmospheric O2 preprint March 2023
Technical note: A high-resolution inverse modelling technique for estimating surface CO2 fluxes based on the NIES-TM–FLEXPART coupled transport model and its adjoint journal January 2021
Regional CO2 fluxes from 2010 to 2015 inferred from GOSAT XCO2 retrievals using a new version of the Global Carbon Assimilation System journal February 2021
Optimizing 4 years of CO2 biospheric fluxes from OCO-2 and in situ data in TM5: fire emissions from GFED and inferred from MOPITT CO data journal December 2022
Estimated regional CO2 flux and uncertainty based on an ensemble of atmospheric CO2 inversions journal July 2022
The two-way nested global chemistry-transport zoom model TM5: algorithm and applications journal January 2005
Revision of the World Meteorological Organization Global Atmosphere Watch (WMO/GAW) CO2 calibration scale journal April 2021
Global ocean storage of anthropogenic carbon journal January 2013
Implications of incorporating N cycling and N limitations on primary production in an individual-based dynamic vegetation model journal January 2014
Interannual sea–air CO 2 flux variability from an observation-driven ocean mixed-layer scheme 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
Constraining ecosystem carbon dynamics in a data-limited world: integrating ecological "common sense" in a model–data fusion framework journal January 2015
Audit of the global carbon budget: estimate errors and their impact on uptake uncertainty journal January 2015
Reconstructing European forest management from 1600 to 2010 journal July 2015
How have past fire disturbances contributed to the current carbon balance of boreal ecosystems? journal January 2016
Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations journal January 2017
Land-use and land-cover change carbon emissions between 1901 and 2012 constrained by biomass observations journal January 2017
A Bayesian ensemble data assimilation to constrain model parameters and land-use carbon emissions journal January 2018
An improved parameterization of leaf area index (LAI) seasonality in the Canadian Land Surface Scheme (CLASS) and Canadian Terrestrial Ecosystem Model (CTEM) modelling framework journal January 2018
Global atmospheric CO 2 inverse models converging on neutral tropical land exchange, but disagreeing on fossil fuel and atmospheric growth rate journal January 2019
Historical CO2 emissions from land use and land cover change and their uncertainty journal January 2020
Oceanic CO2 outgassing and biological production hotspots induced by pre-industrial river loads of nutrients and carbon in a global modeling approach journal January 2020
Role of jellyfish in the plankton ecosystem revealed using a global ocean biogeochemical model journal February 2021
Committed and projected future changes in global peatlands – continued transient model simulations since the Last Glacial Maximum journal June 2021
A seamless ensemble-based reconstruction of surface ocean pCO2 and air–sea CO2 fluxes over the global coastal and open oceans journal February 2022
Data-based estimates of interannual sea–air CO2 flux variations 1957–2020 and their relation to environmental drivers journal May 2022
Observation-constrained estimates of the global ocean carbon sink from Earth system models journal September 2022
Global evaluation of terrestrial biogeochemistry in the Energy Exascale Earth System Model (E3SM) and the role of the phosphorus cycle in the historical terrestrial carbon balance journal July 2023
Impact of variable air-sea O2 and CO2 fluxes on atmospheric potential oxygen (APO) and land-ocean carbon sink partitioning journal June 2008
Impacts of land cover and climate data selection on understanding terrestrial carbon dynamics and the CO 2 airborne fraction journal January 2011
Separating agricultural and non-agricultural fire seasonality at regional scales journal January 2012
Carbon emissions from land use and land-cover change journal January 2012
Biomass burning emissions estimated with a global fire assimilation system based on observed fire radiative power journal January 2012
Use of a process-based model for assessing the methane budgets of global terrestrial ecosystems and evaluation of uncertainty journal January 2012
Predicting near-term variability in ocean carbon uptake journal January 2019
Parameter uncertainty dominates C-cycle forecast errors over most of Brazil for the 21st century journal November 2021
Assessment of a full-field initialized decadal climate prediction system with the CMIP6 version of EC-Earth journal January 2021
Comparison of uncertainties in land-use change fluxes from bookkeeping model parameterisation journal January 2021
Contrasting projections of the ENSO-driven CO2 flux variability in the equatorial Pacific under high-warming scenario journal July 2022
Reconstructions and predictions of the global carbon budget with an emission-driven Earth system model journal February 2023
Ocean biogeochemical reconstructions to estimate historical ocean CO2 uptake journal September 2024
Terminology as a key uncertainty in net land use and land cover change carbon flux estimates journal January 2014
Global Carbon Budget 2018 journal January 2018
Global Carbon Budget 2017 journal January 2018
Global Carbon Budget 2019 journal January 2019
EDGAR v4.3.2 Global Atlas of the three major greenhouse gas emissions for the period 1970–2012 journal January 2019
A comparison of estimates of global carbon dioxide emissions from fossil carbon sources journal January 2020
Timely estimates of India's annual and monthly fossil CO2 emissions journal January 2020
Drainage of organic soils and GHG emissions: validation with country data journal January 2020
Global Carbon Budget 2020 journal January 2020
European anthropogenic AFOLU greenhouse gas emissions: a review and benchmark data journal January 2020
Carbon emissions and removals from forests: new estimates, 1990–2020 journal January 2021
Global CO2 uptake by cement from 1930 to 2019 journal January 2021
Carbon Monitoring System Flux Net Biosphere Exchange 2020 (CMS-Flux NBE 2020) journal February 2021
SeaFlux: harmonization of air–sea CO2 fluxes from surface pCO2 data products using a standardized approach journal October 2021
Global Carbon Budget 2021 journal April 2022
Global Carbon Budget 2022 journal November 2022
Harmonising the land-use flux estimates of global models and national inventories for 2000–2020 journal March 2023
Annual emissions of carbon from land use, land-use change, and forestry from 1850 to 2020 journal May 2023
Global Carbon Budget 2023 journal December 2023
Indicators of Global Climate Change 2023: annual update of key indicators of the state of the climate system and human influence journal June 2024
State of Wildfires 2023–2024 journal August 2024
A uniform, quality controlled Surface Ocean CO 2 Atlas (SOCAT) journal January 2013
The global carbon budget 1959–2011 journal January 2013
Global carbon budget 2013 journal January 2014
Global Carbon Budget 2015 journal January 2015
Global carbon budget 2014 journal January 2015
A multi-decade record of high-quality f CO 2 data in version 3 of the Surface Ocean CO 2 Atlas (SOCAT) journal January 2016
The PRIMAP-hist national historical emissions time series journal January 2016
Global Carbon Budget 2016 journal January 2016
Global fire emissions estimates during 1997–2016 journal January 2017
The carbon cycle in the Australian Community Climate and Earth System Simulator (ACCESS-ESM1) – Part 1: Model description and pre-industrial simulation journal January 2017
The CarbonTracker Data Assimilation Shell (CTDAS) v1.0: implementation and global carbon balance 2001–2015 journal January 2017
LPJmL4 – a dynamic global vegetation model with managed land – Part 1: Model description journal January 2018
Implementing the nitrogen cycle into the dynamic global vegetation, hydrology, and crop growth model LPJmL (version 5.0) journal January 2018
A new version of the CABLE land surface model (Subversion revision r4601) incorporating land use and land cover change, woody vegetation demography, and a novel optimisation-based approach to plant coordination of photosynthesis journal January 2018
On the impact of recent developments of the LMDz atmospheric general circulation model on the simulation of CO2 transport journal January 2018
Representation of fire, land-use change and vegetation dynamics in the Joint UK Land Environment Simulator vn4.9 (JULES) journal January 2019
Simulating the effect of tillage practices with the global ecosystem model LPJmL (version 5.0-tillage) journal January 2019
Accounting for carbon and nitrogen interactions in the global terrestrial ecosystem model ORCHIDEE (trunk version, rev 4999): multi-scale evaluation of gross primary production journal January 2019
The Canadian Earth System Model version 5 (CanESM5.0.3) journal January 2019
A comparative assessment of the uncertainties of global surface ocean CO2 estimates using a machine-learning ensemble (CSIR-ML6 version 2019a) – have we hit the wall? journal January 2019
CLASSIC v1.0: the open-source community successor to the Canadian Land Surface Scheme (CLASS) and the Canadian Terrestrial Ecosystem Model (CTEM) – Part 1: Model framework and site-level performance journal January 2020
JULES-CN: a coupled terrestrial carbon–nitrogen scheme (JULES vn5.1) journal January 2021
Modifying emissions scenario projections to account for the effects of COVID-19: protocol for CovidMIP journal June 2021
Decadal climate predictions with the Canadian Earth System Model version 5 (CanESM5) journal November 2021
Definitions and methods to estimate regional land carbon fluxes for the second phase of the REgional Carbon Cycle Assessment and Processes Project (RECCAP-2) journal February 2022
Global evaluation of the Ecosystem Demography model (ED v3.0) journal March 2022
The EC-Earth3 Earth system model for the Coupled Model Intercomparison Project 6 journal January 2022
Improving the joint estimation of CO2 and surface carbon fluxes using a constrained ensemble Kalman filter in COLA (v1.0) journal July 2022
Modelling the role of livestock grazing in C and N cycling in grasslands with LPJmL5.0-grazing journal May 2023
Ocean biogeochemistry in the coupled ocean–sea ice–biogeochemistry model FESOM2.1–REcoM3 journal August 2023
Development and evaluation of the interactive Model for Air Pollution and Land Ecosystems (iMAPLE) version 1.0 journal June 2024
Description and evaluation of the Model for Ozone and Related chemical Tracers, version 4 (MOZART-4) journal January 2010
Modeling global atmospheric CO 2 with improved emission inventories and CO 2 production from the oxidation of other carbon species journal January 2010
PISCES-v2: an ocean biogeochemical model for carbon and ecosystem studies journal January 2015
Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization journal January 2016
Evaluation of NorESM-OC (versions 1 and 1.2), the ocean carbon-cycle stand-alone configuration of the Norwegian Earth System Model (NorESM1) journal January 2016
The Decadal Climate Prediction Project (DCPP) contribution to CMIP6 journal January 2016
Importance of El Niño reproducibility for reconstructing historical CO2 flux variations in the equatorial Pacific journal January 2020
Observation system simulation experiments in the Atlantic Ocean for enhanced surface ocean pCO2 reconstructions journal August 2021

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Journal Article · Thu Nov 10 23:00:00 EST 2022 · Earth System Science Data (Online) · OSTI ID:1897754

Global Carbon Budget 2021
Journal Article · Tue Apr 26 00:00:00 EDT 2022 · Earth System Science Data (Online) · OSTI ID:1883624

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