Articles | Volume 21, issue 9
https://doi.org/10.5194/acp-21-6663-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-21-6663-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
04 May 2021
Research article |
| 04 May 2021
| 04 May 2021
Linking global terrestrial CO2 fluxes and environmental drivers: inferences from the Orbiting Carbon Observatory 2 satellite and terrestrial biospheric models
Department of Environmental Health and Engineering, Johns Hopkins University, Baltimore, MD, USA
Junjie Liu
Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
Daven K. Henze
Department of Mechanical Engineering, University of Colorado Boulder, Boulder, CO, USA
Deborah N. Huntzinger
School of Earth and Sustainability, Northern Arizona University, Flagstaff, AZ, USA
Kelley C. Wells
Department of Soil, Water, and Climate, University of Minnesota Twin Cities, St. Paul, MN, USA
Stephen Sitch
College of Life and Environmental Sciences, University of Exeter, Exeter, UK
Pierre Friedlingstein
College of Engineering, Mathematics and Physical Sciences, University of Exeter, Exeter, UK
Emilie Joetzjer
Centre National de Recherche Météorologique, Unité mixte de recherche 3589 Meteo-France/CNRS, 42 Avenue Gaspard Coriolis, 31100 Toulouse, France
Vladislav Bastrikov
Laboratoire des Sciences du Climat et de l'Environnement, Institut Pierre-Simon Laplace, CEA-CNRS-UVSQ, CE Orme des Merisiers, 91191 Gif-sur-Yvette CEDEX, France
Daniel S. Goll
Université Paris-Saclay, CEA-CNRS-UVSQ, LSCE/IPSL, Gif-sur-Yvette, France
Vanessa Haverd
CSIRO Oceans and Atmosphere, G.P.O. Box 1700, Canberra, ACT 2601, Australia
Atul K. Jain
Department of Atmospheric Sciences, University of Illinois, Urbana, IL, USA
Etsushi Kato
Institute of Applied Energy (IAE), Minato-ku, Tokyo 105-0003, Japan
Sebastian Lienert
Climate and Environmental Physics, Physics Institute and Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland
Danica L. Lombardozzi
Terrestrial Sciences Section, Climate and Global Dynamics, National Center for Atmospheric Research, Boulder, CO, USA
Patrick C. McGuire
Department of Meteorology, Department of Geography and Environmental Science, National Centre for Atmospheric Science, University of Reading, Reading, UK
Joe R. Melton
Climate Research Division, Environment and Climate Change Canada, Victoria, BC, Canada
Julia E. M. S. Nabel
Max Planck Institute for Meteorology, Hamburg, Germany
Benjamin Poulter
NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, MD, USA
Hanqin Tian
International Center for Climate and Global Change Research, School of Forestry and Wildlife Sciences, Auburn University, 602 Duncan Drive, Auburn, AL, USA
Andrew J. Wiltshire
Met Office Hadley Centre, FitzRoy Road, Exeter EX1 3PB, UK
Sönke Zaehle
Max Planck Institute for Biogeochemistry, P.O. Box 600164, Hans-Knöll-Str. 10, 07745 Jena, Germany
Scot M. Miller
Department of Environmental Health and Engineering, Johns Hopkins University, Baltimore, MD, USA
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Cited
16 citations as recorded by crossref.
- How Well Do We Understand the Land‐Ocean‐Atmosphere Carbon Cycle? D. Crisp et al.
- Atmospheric concentrations of CH4 in central-western areas of Brazil for 2009–2019 using GOSAT satellite L. Maria et al.
- Role of space station instruments for improving tropical carbon flux estimates using atmospheric data P. Palmer et al.
- Evaluating Global Atmospheric Inversions of Terrestrial Net Ecosystem Exchange CO2 Over North America on Seasonal and Sub‐Continental Scales Y. Cui et al.
- National CO2 budgets (2015–2020) inferred from atmospheric CO2 observations in support of the global stocktake B. Byrne et al.
- U.S. Ethane Emissions and Trends Estimated from Atmospheric Observations M. Zhang et al.
- Satellite-detected large CO2 release in southwestern North America during the 2020–2021 drought and associated wildfires H. Chen et al.
- Global increase in biomass carbon stock dominated by growth of northern young forests over past decade H. Yang et al.
- How human capital and energy prices play their role to enhance renewable energy: defining the role of innovations and trade openness in G-11 countries H. Zhao et al.
- Computationally efficient methods for large-scale atmospheric inverse modeling T. Cho et al.
- Solar‐Induced Fluorescence Helps Constrain Global Patterns in Net Biosphere Exchange, as Estimated Using Atmospheric CO2 Observations M. Zhang et al.
- The Orbiting Carbon Observatory-2 (OCO-2) and in situ CO2 data suggest a larger seasonal amplitude of the terrestrial carbon cycle compared to many dynamic global vegetation models R. Lei et al.
- Anomalous Net Biome Exchange Over Amazonian Rainforests Induced by the 2015/16 El Niño: Soil Dryness‐Shaped Spatial Pattern but Temperature‐dominated Total Flux J. Wang et al.
- Improved Constraints on the Recent Terrestrial Carbon Sink Over China by Assimilating OCO‐2 XCO2 Retrievals W. He et al.
- A joint reconstruction and model selection approach for large-scale linear inverse modeling (msHyBR v2) M. Sabaté Landman et al.
- Towards carbon neutrality: Enhancing CO2 sequestration by plants to reduce carbon footprint D. Skrzypczak et al.
16 citations as recorded by crossref.
- How Well Do We Understand the Land‐Ocean‐Atmosphere Carbon Cycle? D. Crisp et al.
- Atmospheric concentrations of CH4 in central-western areas of Brazil for 2009–2019 using GOSAT satellite L. Maria et al.
- Role of space station instruments for improving tropical carbon flux estimates using atmospheric data P. Palmer et al.
- Evaluating Global Atmospheric Inversions of Terrestrial Net Ecosystem Exchange CO2 Over North America on Seasonal and Sub‐Continental Scales Y. Cui et al.
- National CO2 budgets (2015–2020) inferred from atmospheric CO2 observations in support of the global stocktake B. Byrne et al.
- U.S. Ethane Emissions and Trends Estimated from Atmospheric Observations M. Zhang et al.
- Satellite-detected large CO2 release in southwestern North America during the 2020–2021 drought and associated wildfires H. Chen et al.
- Global increase in biomass carbon stock dominated by growth of northern young forests over past decade H. Yang et al.
- How human capital and energy prices play their role to enhance renewable energy: defining the role of innovations and trade openness in G-11 countries H. Zhao et al.
- Computationally efficient methods for large-scale atmospheric inverse modeling T. Cho et al.
- Solar‐Induced Fluorescence Helps Constrain Global Patterns in Net Biosphere Exchange, as Estimated Using Atmospheric CO2 Observations M. Zhang et al.
- The Orbiting Carbon Observatory-2 (OCO-2) and in situ CO2 data suggest a larger seasonal amplitude of the terrestrial carbon cycle compared to many dynamic global vegetation models R. Lei et al.
- Anomalous Net Biome Exchange Over Amazonian Rainforests Induced by the 2015/16 El Niño: Soil Dryness‐Shaped Spatial Pattern but Temperature‐dominated Total Flux J. Wang et al.
- Improved Constraints on the Recent Terrestrial Carbon Sink Over China by Assimilating OCO‐2 XCO2 Retrievals W. He et al.
- A joint reconstruction and model selection approach for large-scale linear inverse modeling (msHyBR v2) M. Sabaté Landman et al.
- Towards carbon neutrality: Enhancing CO2 sequestration by plants to reduce carbon footprint D. Skrzypczak et al.
Saved (final revised paper)
Latest update: 18 May 2026
Short summary
NASA's Orbiting Carbon Observatory 2 (OCO-2) satellite observes atmospheric CO2 globally. We use a multiple regression and inverse model to quantify the relationships between OCO-2 and environmental drivers within individual years for 2015–2018 and within seven global biomes. Our results point to limitations of current space-based observations for inferring environmental relationships but also indicate the potential to inform key relationships that are very uncertain in process-based models.
NASA's Orbiting Carbon Observatory 2 (OCO-2) satellite observes atmospheric CO2 globally. We use...
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