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Title: National CO2 budgets (2015–2020) inferred from atmospheric CO2 observations in support of the global stocktake

Journal Article · · Earth System Science Data (Online)
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  1. California Institute of Technology (CalTech), Pasadena, CA (United States). Jet Propulsion Laboratory (JPL)
  2. Colorado State University, Fort Collins, CO (United States)
  3. NASA Goddard Space Flight Center (GSFC), Greenbelt, MD (United States); Earth System Science Interdisciplinary Center, College Park, MD (United States)
  4. University of Wollongong, NSW (Australia)
  5. California Institute of Technology (CalTech), Pasadena, CA (United States). Jet Propulsion Laboratory (JPL); University of California, Los Angeles, CA (United States)
  6. San Jose State University, CA (United States); California Institute of Technology (CalTech), Pasadena, CA (United States). Jet Propulsion Laboratory (JPL)
  7. University Paris-Saclay, Gif-sur-Yvette (France)
  8. University of Wollongong, NSW (Australia); California Institute of Technology (CalTech), Pasadena, CA (United States). Jet Propulsion Laboratory (JPL)
  9. University of Oklahoma, Norman, OK (United States)
  10. University of Toronto, ON (Canada)
  11. Tsinghua University, Beijing (China)
  12. Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
  13. Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
  14. State Meteorological Agency of Spain (AEMet), Tenerife (Spain)
  15. Karlsruhe Institute of Technology (KIT) (Germany)
  16. National Oceanic and Atmospheric Administration (NOAA), Boulder, CO (United States)
  17. National Oceanic and Atmospheric Administration (NOAA), Boulder, CO (United States); University of Colorado, Boulder, CO (United States)
  18. National Institute for Environmental Studies, Tsukuba (Japan)
  19. Seoul National University (Korea, Republic of)
  20. NASA Ames Research Center (ARC), Moffett Field, Mountain View, CA (United States)
  21. Finnish Meteorological Institute, Sodankylä (Finland)
  22. California Institute of Technology (CalTech), Pasadena, CA (United States). Jet Propulsion Laboratory (JPL); ; California Institute of Technology (CalTech), Pasadena, CA (United States)
  23. Chinese Academy of Sciences (CAS), Beijing (China)
  24. Johns Hopkins University, Baltimore, MD (United States)
  25. University of Bremen (Germany)
  26. Universities Space Research Association, Washington, D.C (United States); University of Maryland, College Park, MD (United States)
  27. National Institute of Meteorological Sciences, Seogwipo-si, Jeju-do (Korea, Republic of)
  28. Research Institute for Global Change, Japan Agency for Marine-Earth Science and Technology (JAMSTEC), Yokohama (Japan)
  29. Indian Inst. of Technology (IIT) Delhi, New Delhi (India)
  30. National Institute of Water & Atmospheric Research Ltd (NIWA), Lauder (New Zealand)
  31. NASA Goddard Space Flight Center (GSFC), Greenbelt, MD (United States)
  32. Royal Belgian Institute for Space Aeronomy (BIRA-IASB), Brussels (Belgium)
  33. Japan Aerospace Exploration Agency (JAXA), Tsukuba (Japan)
  34. PSL Université, Paris (France)
  35. Auburn University, AL (United States); Boston College, Chestnut Hill, MA (United States)
  36. University of Wollongong, NSW (Australia); Deutscher Wetterdienst (DWD), Hohenpeissenberg (Germany)
  37. Cyprus Institute, Nicosia (Cyprus); University of Bremen (Germany)
  38. Auburn University, AL (United States)
  39. University of Maryland, College Park, MD (United States); Earth System Science Interdisciplinary Center, College Park, MD (United States)

Accurate accounting of emissions and removals of CO2 is critical for the planning and verification of emission reduction targets in support of the Paris Agreement. Here, we present a pilot dataset of country-specific net carbon exchange (NCE; fossil plus terrestrial ecosystem fluxes) and terrestrial carbon stock changes aimed at informing countries' carbon budgets. These estimates are based on “top-down” NCE outputs from the v10 Orbiting Carbon Observatory (OCO-2) modeling intercomparison project (MIP), wherein an ensemble of inverse modeling groups conducted standardized experiments assimilating OCO-2 column-averaged dry-air mole fraction (XCO2) retrievals (ACOS v10), in situ CO2 measurements or combinations of these data. The v10 OCO-2 MIP NCE estimates are combined with “bottom-up” estimates of fossil fuel emissions and lateral carbon fluxes to estimate changes in terrestrial carbon stocks, which are impacted by anthropogenic and natural drivers. These flux and stock change estimates are reported annually (2015–2020) as both a global 1° x 1° gridded dataset and a country-level dataset and are available for download from the Committee on Earth Observation Satellites' (CEOS) website. Across the v10 OCO-2 MIP experiments, we obtain increases in the ensemble median terrestrial carbon stocks of 3.29–4.58 Pg CO2 yr-1 (0.90–1.25 Pg C yr-1). This is a result of broad increases in terrestrial carbon stocks across the northern extratropics, while the tropics generally have stock losses but with considerable regional variability and differences between v10 OCO-2 MIP experiments. We discuss the state of the science for tracking emissions and removals using top-down methods, including current limitations and future developments towards top-down monitoring and verification systems.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States); Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
Sponsoring Organization:
USDOE Office of Science (SC); European Commission (EC); Copernicus Atmosphere Monitoring Service; Australian Research Council; Environmental Restoration and Conservation Agency; Korea Meteorological Administration; National Aeronautics and Space Administration (NASA); National Oceanic and Atmospheric Administration (NOAA)
Grant/Contract Number:
AC05-76RL01830; 958927 856612/EMME-CARE; CAMS73; DP190100180; DE180100203; DP160100598; LE0668470; DP140101552; DP110103118; DP0879468; FT180100327; JPMEERF21S20800; KMA2018-00320; 20-OCOST20-0004; 80NSSC18K0908; 80NSSC18K0976; 80NSSC20K0006; 80NSSC21K1068; 80NSSC21K1073; 80NSSC21K1077; 80NSSC21K1080; 80HQTR21T0069; NAG512247; NNG05GD07G; NNH17ZDA001N-OCO2; NNX15AG93G; NA18OAR4310266
OSTI ID:
1969020
Report Number(s):
PNNL-SA-174797
Journal Information:
Earth System Science Data (Online), Vol. 15, Issue 2; ISSN 1866-3516
Publisher:
Copernicus PublicationsCopyright Statement
Country of Publication:
United States
Language:
English

References (165)

The Future of the Carbon Cycle in a Changing Climate journal February 2020
Timing of carbon emissions from global forest clearance journal May 2012
Inverse Problem Theory and Methods for Model Parameter Estimation book January 2005
Plant gross primary production, plant respiration and carbonyl sulfide emissions over the globe inferred by atmospheric inverse modelling journal February 2022
Observed Regional Fluxes to Constrain Modeled Estimates of the Ocean Carbon Sink journal October 2021
The contribution of AIRS data to the estimation of CO2sources and sinks journal January 2005
The Open-source Data Inventory for Anthropogenic CO 2 , version 2016 (ODIAC2016): a global monthly fossil fuel CO 2 gridded emissions data product for tracer transport simulations and surface flux inversions journal January 2018
Toward an Operational Anthropogenic CO2 Emissions Monitoring and Verification Support Capacity journal August 2020
Regional CO<sub>2</sub> fluxes from 2010 to 2015 inferred from GOSAT XCO<sub>2</sub> retrievals using a new version of the Global Carbon Assimilation System journal February 2021
A comparison of posterior atmospheric CO 2 adjustments obtained from in situ and GOSAT constrained flux inversions journal January 2018
Empirical estimates of regional carbon budgets imply reduced global soil heterotrophic respiration journal July 2020
Century-long increasing trend and variability of dissolved organic carbon export from the Mississippi River basin driven by natural and anthropogenic forcing: Export of DOC from the Mississippi River journal September 2016
Atmospheric CO<sub>2</sub> observations and models suggest strong carbon uptake by forests in New Zealand journal January 2017
Contrasting carbon cycle responses of the tropical continents to the 2015–2016 El Niño journal October 2017
Reconciling global-model estimates and country reporting of anthropogenic forest CO2 sinks journal September 2018
Natural Variability and Anthropogenic Trends in the Ocean Carbon Sink journal January 2017
Seasonal Characteristics of Model Uncertainties From Biogenic Fluxes, Transport, and Large‐Scale Boundary Inflow in Atmospheric CO 2 Simulations Over North America journal December 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
KEYNOTE PERSPECTIVE. Can a strong atmospheric CO2 rectifier effect be reconciled with a "reasonable" carbon budget? journal April 1999
Variability of fire carbon emissions in equatorial Asia and its nonlinear sensitivity to El Niño: FIRE CARBON EMISSIONS IN EQUATORIAL ASIA journal October 2016
Large-scale atmospheric mixing as deduced from the seasonal and meridional variations of carbon dioxide journal July 1963
A 4D-Var inversion system based on the icosahedral grid model (NICAM-TM 4D-Var v1.0) – Part 2: Optimization scheme and identical twin experiment of atmospheric CO2 inversion journal January 2017
Technical note: A high-resolution inverse modelling technique for estimating surface CO<sub>2</sub> fluxes based on the NIES-TM–FLEXPART coupled transport model and its adjoint journal January 2021
Five years of variability in the global carbon cycle: comparing an estimate from the Orbiting Carbon Observatory-2 and process-based models journal May 2021
Addressing uncertainty and bias in land use, land use change, and forestry greenhouse gas inventories journal January 2022
Integrating the evidence for a terrestrial carbon sink caused by increasing atmospheric CO 2 journal October 2020
Enhanced North American carbon uptake associated with El Niño journal June 2019
Improving the joint estimation of CO2 and surface carbon fluxes using a constrained ensemble Kalman filter in COLA (v1.0) journal July 2022
WOMBAT v1.0: a fully Bayesian global flux-inversion framework journal January 2022
Calibration of TCCON column-averaged CO 2 : the first aircraft campaign over European TCCON sites journal January 2011
A new exponentially decaying error correlation model for assimilating OCO-2 column-average CO<sub>2</sub> data using a length scale computed from airborne lidar measurements journal January 2022
Revision of global carbon fluxes based on a reassessment of oceanic and riverine carbon transport journal June 2018
Lagged effects regulate the inter-annual variability of the tropical carbon balance journal January 2020
CO 2 transport uncertainties from the uncertainties in meteorological fields : CO journal June 2011
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
Weak Northern and Strong Tropical Land Carbon Uptake from Vertical Profiles of Atmospheric CO2 journal June 2007
Disturbance suppresses the aboveground carbon sink in North American boreal forests journal April 2021
The regional European atmospheric transport inversion comparison, EUROCOM: first results on European-wide terrestrial carbon fluxes for the period 2006–2015 journal October 2020
Hot Enough for You? A Spatial Exploratory and Inferential Analysis of North American Climate-Change Projections journal September 2015
Baseline Map of Carbon Emissions from Deforestation in Tropical Regions journal June 2012
The impacts of fossil fuel emission uncertainties and accounting for 3-D chemical CO 2 production on inverse natural carbon flux estimates from satellite and in situ data journal July 2020
Geostatistical inverse modeling with very large datasets: an example from the Orbiting Carbon Observatory 2 (OCO-2) satellite journal April 2020
Global fire emissions estimates during 1997–2016 journal January 2017
Spatial and temporal patterns of CH 4 and N 2 O fluxes in terrestrial ecosystems of North America during 1979–2008: application of a global biogeochemistry model journal January 2010
Regional impacts of COVID-19 on carbon dioxide detected worldwide from space journal November 2021
Increased nitrogen export from eastern North America to the Atlantic Ocean due to climatic and anthropogenic changes during 1901-2008: N EXPORT FROM EASTERN NORTH AMERICA journal June 2015
Estimated regional CO2 flux and uncertainty based on an ensemble of atmospheric CO2 inversions journal July 2022
The 2015–2016 carbon cycle as seen from OCO-2 and the global in situ network journal January 2019
State of the science in reconciling top‐down and bottom‐up approaches for terrestrial CO 2 budget journal December 2019
Pulsed airborne lidar measurements of atmospheric CO 2 column absorption journal January 2010
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
On the use of Earth Observation to support estimates of national greenhouse gas emissions and sinks for the Global stocktake process: lessons learned from ESA-CCI RECCAP2 journal October 2022
A synthesis inversion of the concentration and delta13 C of atmospheric CO2 journal February 1995
North American Regional Climate Change Assessment Program dataset dataset January 2007
Improving the temporal and spatial distribution of CO 2 emissions from global fossil fuel emission data sets : SCALING OF FOSSIL FUEL CO journal January 2013
Characterizing model errors in chemical transport modeling of methane: impact of model resolution in versions v9-02 of GEOS-Chem and v35j of its adjoint model journal August 2020
How Well Do We Understand the Land‐Ocean‐Atmosphere Carbon Cycle? journal May 2022
Mapping carbon accumulation potential from global natural forest regrowth journal September 2020
Latitudinal distribution of sources and sinks of CO2: results of an inversion study journal April 1991
Experimental evidence shows minor contribution of nitrogen deposition to global forest carbon sequestration journal November 2021
Greenhouse gas simulations with a coupled meteorological and transport model: the predictability of CO 2 journal January 2016
Global trends of ocean CO2 sink and ocean acidification: an observation-based reconstruction of surface ocean inorganic carbon variables journal November 2020
Calibration of the Total Carbon Column Observing Network using aircraft profile data journal January 2010
Carbon and Other Biogeochemical Cycles book March 2014
Variations in modeled atmospheric transport of carbon dioxide and the consequences for CO 2 inversions journal December 1996
Age of air as a diagnostic for transport timescales in global models journal January 2018
Fundamentals of data assimilation applied to biogeochemistry journal January 2019
Influence of reduced carbon emissions and oxidation on the distribution of atmospheric CO2: Implications for inversion analyses journal October 2005
The land-to-ocean loops of the global carbon cycle journal March 2022
Modeling global atmospheric CO 2 with improved emission inventories and CO 2 production from the oxidation of other carbon species journal January 2010
Comparisons of the Orbiting Carbon Observatory-2 (OCO-2) X CO 2 measurements with TCCON journal January 2017
Carbon source/sink information provided by column CO 2 measurements from the Orbiting Carbon Observatory journal January 2010
Quantifying the Impact of Atmospheric Transport Uncertainty on CO 2 Surface Flux Estimates journal April 2019
A comparison of estimates of global carbon dioxide emissions from fossil carbon sources journal January 2020
Sensitivity of CO 2 surface flux constraints to observational coverage: SENSITIVITY TO OBSERVATIONAL COVERAGE journal June 2017
Amazonia as a carbon source linked to deforestation and climate change journal July 2021
The Total Carbon Column Observing Network
  • Wunch, Debra; Toon, Geoffrey C.; Blavier, Jean-François L.
  • Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 369, Issue 1943 https://doi.org/10.1098/rsta.2010.0240
journal May 2011
Combining GOSAT X CO 2 observations over land and ocean to improve regional CO 2 flux estimates journal February 2016
Modelling CO 2 weather – why horizontal resolution matters journal January 2019
TCCON data from Saga (JP), Release GGG2014.R0 dataset September 2017
What is the concentration footprint of a tall tower? journal August 2001
Plant Regrowth as a Driver of Recent Enhancement of Terrestrial CO 2 Uptake journal May 2018
Revision of the World Meteorological Organization Global Atmosphere Watch (WMO/GAW) CO<sub>2</sub> calibration scale journal April 2021
TCCON data from Manaus (BR), Release GGG2014.R0 dataset January 2014
The emissions of CO2 and other volatiles from the world’s subaerial volcanoes journal December 2019
Recent variability of the global ocean carbon sink journal September 2014
Inferring CO 2 sources and sinks from satellite observations: Method and application to TOVS data journal January 2005
Source-receptor relationships of column-average CO 2 and implications for the impact of observations on flux inversions : SOURCE-RECEPTOR RELATIONSHIPS journal May 2015
Contribution of the Orbiting Carbon Observatory to the estimation of CO 2 sources and sinks: Theoretical study in a variational data assimilation framework journal January 2007
Effects of climate extremes on the terrestrial carbon cycle: concepts, processes and potential future impacts journal May 2015
Increasing Mississippi river discharge throughout the 21st century influenced by changes in climate, land use, and atmospheric CO 2 : FACTORIAL ANALYSES OF RIVER DISCHARGE journal July 2014
Global surface-ocean p CO 2 and sea–air CO 2 flux variability from an observation-driven ocean mixed-layer scheme journal January 2013
Intercomparison of low- and high-resolution infrared spectrometers for ground-based solar remote sensing measurements of total column concentrations of CO<sub>2</sub>, CH<sub>4</sub>, and CO journal September 2020
TCCON data from Paris (FR), Release GGG2014.R0 dataset January 2014
Latitudinal gradient of atmospheric CO2 due to seasonal exchange with land biota journal July 1995
Precision requirements for space-based data: REQUIREMENTS FOR SPACE-BASED journal May 2007
TCCON data from Lamont (US), Release GGG2014.R1 dataset January 2016
The use of the 1.27 µm O<sub>2</sub> absorption band for greenhouse gas monitoring from space and application to MicroCarb journal June 2020
A seamless ensemble-based reconstruction of surface ocean <i>p</i>CO<sub>2</sub> and air–sea CO<sub>2</sub> fluxes over the global coastal and open oceans journal February 2022
Atmospheric evidence for a global secular increase in carbon isotopic discrimination of land photosynthesis journal September 2017
Contrasting Regional Carbon Cycle Responses to Seasonal Climate Anomalies Across the East‐West Divide of Temperate North America journal November 2020
Delineating managed land for reporting national greenhouse gas emissions and removals to the United Nations framework convention on climate change journal May 2018
Far-field biogenic and anthropogenic emissions as a dominant source of variability in local urban carbon budgets: A global high-resolution model study with implications for satellite remote sensing journal September 2021
Increased global nitrous oxide emissions from streams and rivers in the Anthropocene journal December 2019
Atmospheric carbon dioxide at Mauna Loa Observatory: 2. Analysis of the NOAA GMCC data, 1974-1985 journal June 1989
Net Ecosystem Production: a Comprehensive Measure of net Carbon Accumulation by Ecosystems journal August 2002
Four years of global carbon cycle observed from the Orbiting Carbon Observatory 2 (OCO-2) version 9 and in situ data and comparison to OCO-2 version 7 journal January 2022
The gigatonne gap in China’s carbon dioxide inventories journal June 2012
A new evaluation of the uncertainty associated with CDIAC estimates of fossil fuel carbon dioxide emission journal January 2014
Observational Contrains on the Global Atmospheric Co2 Budget journal March 1990
The consolidated European synthesis of CO2 emissions and removals for the European Union and United Kingdom: 1990–2018 journal January 2021
Net carbon emissions from African biosphere dominate pan-tropical atmospheric CO2 signal journal August 2019
COS-derived GPP relationships with temperature and light help explain high-latitude atmospheric CO 2 seasonal cycle amplification journal August 2021
TCCON data from Darwin (AU), Release GGG2014.R0 dataset September 2017
Three-dimensional transport and concentration of SF6. A model intercomparison study (TransCom 2) journal April 1999
How bias correction goes wrong: measurement of X CO 2 affected by erroneous surface pressure estimates journal January 2019
Linking global terrestrial CO<sub>2</sub> fluxes and environmental drivers: inferences from the Orbiting Carbon Observatory 2 satellite and terrestrial biospheric models journal May 2021
OCO‐2 Satellite‐Imposed Constraints on Terrestrial Biospheric CO 2 Fluxes Over South Asia journal January 2022
Global Carbon Budget 2021 journal April 2022
Nitrogen deposition accelerates soil carbon sequestration in tropical forests journal April 2021
How does the terrestrial carbon exchange respond to inter-annual climatic variations? A quantification based on atmospheric CO 2 data journal January 2018
Emission factors of CO2, CO and CH4 from Sumatran peatland fires in 2013 based on shipboard measurements journal January 2017
Global atmospheric CO 2 inverse models converging on neutral tropical land exchange, but disagreeing on fossil fuel and atmospheric growth rate journal January 2019
On the impact of recent developments of the LMDz atmospheric general circulation model on the simulation of CO2 transport journal January 2018
Carbon Monitoring System Flux Net Biosphere Exchange 2020 (CMS-Flux NBE 2020) journal February 2021
TCCON data from Edwards (US), Release GGG2014.R1 dataset January 2016
Towards robust regional estimates of CO2 sources and sinks using atmospheric transport models journal February 2002
ObsPack: a framework for the preparation, delivery, and attribution of atmospheric greenhouse gas measurements journal January 2014
Bias-correcting carbon fluxes derived from land-surface satellite data for retrospective and near-real-time assimilation systems journal January 2021
Carbon fluxes from land 2000–2020: bringing clarity to countries' reporting journal October 2022
AirCore: An Innovative Atmospheric Sampling System journal November 2010
Spatiotemporal patterns of terrestrial gross primary production: A review: GPP Spatiotemporal Patterns journal August 2015
Long-term trends in evapotranspiration and runoff over the drainage basins of the Gulf of Mexico during 1901-2008: LONG-TERM TRENDS IN ET AND RUNOFF IN GOM BASIN journal April 2013
Fluxes of Carbon Dioxide From Managed Ecosystems Estimated by National Inventories Compared to Atmospheric Inverse Modeling journal July 2021
Representing model uncertainty for global atmospheric CO<sub>2</sub> flux inversions using ECMWF-IFS-46R1 journal May 2020
A Global Surface Ocean f CO 2 Climatology Based on a Feed-Forward Neural Network journal August 2014
TransCom 3 inversion intercomparison: Impact of transport model errors on the interannual variability of regional CO 2 fluxes, 1988-2003 : TRANSCOM 3 - INTERANNUAL VARIABILITY OF CO journal January 2006
Data-driven quantification of nitrogen enrichment impact on Northern Hemisphere plant biomass journal July 2022
Increased water-use efficiency and reduced CO2 uptake by plants during droughts at a continental scale journal August 2018
Variational data assimilation for atmospheric CO 2 journal January 2006
Implications of overestimated anthropogenic CO2 emissions on East Asian and global land CO2 flux inversion dataset May 2017
First measurements of the latitudinal atmospheric O2and CO2distributions across the western Pacific journal September 2005
Errors and improvements in the use of archived meteorological data for chemical transport modeling: an analysis using GEOS-Chem v11-01 driven by GEOS-5 meteorology journal January 2018
TCCON data from Rikubetsu (JP), Release GGG2014.R1 dataset January 2016
LSCE-FFNN-v1: a two-step neural network model for the reconstruction of surface ocean pCO2 over the global ocean journal January 2019
A very high-resolution (1 km×1 km) global fossil fuel CO 2 emission inventory derived using a point source database and satellite observations of nighttime lights journal January 2011
The sensitivity of deduced CO2 sources and sinks to variations in transport and imposed surface concentrations journal November 1996
Staggered Vertical Discretization of the Canadian Environmental Multiscale (GEM) Model Using a Coordinate of the Log-Hydrostatic-Pressure Type journal March 2014
Inferring regional sources and sinks of atmospheric CO 2 from GOSAT XCO 2 data journal January 2014
Prior biosphere model impact on global terrestrial CO2 fluxes estimated from OCO-2 retrievals journal January 2019
TCCON data from Ascension Island (SH), Release GGG2014.R0 dataset February 2017
Errors and uncertainties in a gridded carbon dioxide emissions inventory journal July 2019
Comparing national greenhouse gas budgets reported in UNFCCC inventories against atmospheric inversions journal April 2022
SeaFlux: harmonization of air–sea CO<sub>2</sub> fluxes from surface <i>p</i>CO<sub>2</sub> data products using a standardized approach journal October 2021
Increase in observed net carbon dioxide uptake by land and oceans during the past 50 years journal August 2012
Improved retrievals of carbon dioxide from Orbiting Carbon Observatory-2 with the version 8 ACOS algorithm journal January 2018
Building the COllaborative Carbon Column Observing Network (COCCON): long-term stability and ensemble performance of the EM27/SUN Fourier transform spectrometer journal March 2019
Global Nutrient Export from WaterSheds 2 (NEWS 2): Model development and implementation journal July 2010
Global coastal segmentation and its river catchment contributors: A new look at land-ocean linkage journal February 2006
On the role of atmospheric model transport uncertainty in estimating the Chinese land carbon sink journal March 2022
Insights from Time Series of Atmospheric Carbon Dioxide and Related Tracers journal October 2021
The CarbonTracker Data Assimilation Shell (CTDAS) v1.0: implementation and global carbon balance 2001–2015 journal January 2017
The 2019 methane budget and uncertainties at 1° resolution and each country through Bayesian integration Of GOSAT total column methane data and a priori inventory estimates journal May 2022
A new stepwise carbon cycle data assimilation system using multiple data streams to constrain the simulated land surface carbon cycle journal January 2016
Estimating US fossil fuel CO 2 emissions from measurements of 14 C in atmospheric CO 2 journal June 2020