Fiducial Reference Measurements for Greenhouse Gases (FRM4GHG): Validation of Satellite (Sentinel-5 Precursor, OCO-2, and GOSAT) Missions Using the COllaborative Carbon Column Observing Network (COCCON)
The COllaborative Carbon Column Observing Network has become a reliable source of high-quality ground-based remote sensing network data that provide column-averaged dry-air mole fractions of carbon dioxide (XCO2), methane (XCH4), and carbon monoxide (XCO). The fiducial reference measurements of these gases from the COCCON complement the TCCON and NDACC-IRWG data. This study shows the application of COCCON data for the validation of existing greenhouse gas satellite products. This study includes the validation of XCH4 and XCO products from the European Copernicus Sentinel-5 Precursor (S5P) mission, XCO2 products from the American Orbiting Carbon Observatory-2 (OCO-2) mission, and XCO2 and XCH4 products from the Japanese Greenhouse gases Observing SATellite (GOSAT). A total of 27 datasets contributed to this study; some of these were collected in the framework of campaign activities and covered only a short time period. In addition, several permanent stations provided long-term observations. The random uncertainties in the validation results, specifically for S5P with a lot of coincidences pairs, are found to be similar to the comparison with the TCCON. The comparison results of OCO-2 land nadir and land glint observation modes to the COCCON on a global scale, despite limited coincidences, are very promising. The stations can, therefore, expand on the coverage of the already existing ground-based reference remote sensing sites from the TCCON and the NDACC network. The COCCON data can be used for future satellite and model validation studies and carbon cycle studies.
Authors
- Stefani C. Foka (ORCID: https://orcid.org/0000-0002-8034-8546)
- Minqiang Zhou (ORCID: https://orcid.org/0000-0003-3427-5873)
- Lawson Gillespie (ORCID: https://orcid.org/0000-0001-9450-0732)
- Joshua L. Laughner (ORCID: https://orcid.org/0000-0002-8599-4555)
- Morgan Lopez (ORCID: https://orcid.org/0000-0003-1725-3410)
- Noémie Taquet (ORCID: https://orcid.org/0000-0003-1312-3328)
- William Robert Simpson (ORCID: https://orcid.org/0000-0002-8596-7290)
- Wolfgang Stremme (ORCID: https://orcid.org/0000-0003-0791-3833)
- Neil Humpage (ORCID: https://orcid.org/0000-0002-1109-2524)
- Michel Ramonet (ORCID: https://orcid.org/0000-0003-1157-1186)
- Darko Dubravica
- Thomas Blumenstock (ORCID: https://orcid.org/0000-0003-4005-900X)
- Philip Handley (ORCID: https://orcid.org/0000-0002-0400-8099)
- Timothy Newberger
- Debra Wunch (ORCID: https://orcid.org/0000-0002-4924-0377)
- Nasrin Mostafavipak
- Uwe Raffalski (ORCID: https://orcid.org/0000-0001-9038-0227)
- Colm Sweeney (ORCID: https://orcid.org/0000-0002-4517-0797)
- Alejandro Bezanilla (ORCID: https://orcid.org/0000-0001-8064-1059)
- Thorsten Warneke (ORCID: https://orcid.org/0000-0001-5185-3415)
- Sujong Jeong (ORCID: https://orcid.org/0000-0003-4586-4534)
- David F. Pollard (ORCID: https://orcid.org/0000-0001-9923-2984)
- Omaira García (ORCID: https://orcid.org/0000-0002-8395-6440)
- Bianca C. Baier (ORCID: https://orcid.org/0000-0003-0379-9180)
- Tomi Karppinen (ORCID: https://orcid.org/0000-0001-6570-1615)
- Rigel Kivi (ORCID: https://orcid.org/0000-0001-8828-2759)
- Mahesh Kumar Sha (ORCID: https://orcid.org/0000-0003-1440-1529)
- Nicole Jacobs (ORCID: https://orcid.org/0000-0002-7524-2157)
- Dimitris Balis
- Michel Grutter (ORCID: https://orcid.org/0000-0001-9800-5878)
- William Okello (ORCID: https://orcid.org/0000-0001-7275-0423)
- Matthias Frey (ORCID: https://orcid.org/0000-0003-0664-6817)
- Chrysanthi Topaloglou (ORCID: https://orcid.org/0009-0002-0457-8865)
- Alexandru Marius Dandocsi (ORCID: https://orcid.org/0000-0002-2110-2415)
- Marios Mermigkas (ORCID: https://orcid.org/0000-0002-5229-5352)
- G. B. Osterman (ORCID: https://orcid.org/0000-0002-6339-7434)
- Hartmut Boesch (ORCID: https://orcid.org/0000-0003-3944-9879)
- Bavo Langerock (ORCID: https://orcid.org/0000-0002-5565-4007)
- Răzvan Pîrloagă (ORCID: https://orcid.org/0000-0002-7524-0901)
- Matthäus Kiel (ORCID: https://orcid.org/0000-0002-9784-962X)
- Carlos Alberti (ORCID: https://orcid.org/0000-0002-1574-5393)
- Hirofumi Ohyama (ORCID: https://orcid.org/0000-0003-2109-9874)
- Isamu Morino (ORCID: https://orcid.org/0000-0003-2720-1569)
- Saswati Das (ORCID: https://orcid.org/0000-0001-8306-0516)
- Jia Chen (ORCID: https://orcid.org/0000-0002-6350-6610)
- Anca Nemuc (ORCID: https://orcid.org/0000-0001-5960-2792)
- Martine De Mazière (ORCID: https://orcid.org/0000-0003-4889-5889)
- Maria Makarova (ORCID: https://orcid.org/0000-0003-2469-9250)
- Hayoung Park (ORCID: https://orcid.org/0000-0002-5427-0298)
- Zhaonan Cai
- Vyacheslav Zakharov (ORCID: https://orcid.org/0000-0003-3758-839X)
- Pauli Heikkinen (ORCID: https://orcid.org/0000-0003-4313-5709)
- Qiansi Tu (ORCID: https://orcid.org/0009-0003-5041-1377)
- Frank Hase
- Konstantin Gribanov
- Eliezer Sepúlveda
- Jochen Groß (ORCID: https://orcid.org/0000-0002-0760-2069)
Institutions
- Karlsruhe Institute of Technology (DE)
- Tongji University (CN)
- Agencia Estatal de Meteorología (ES)
- Finnish Meteorological Institute (FI)
- Centre National de la Recherche Scientifique (FR)
- Ural Federal University (RU)
- Swedish Institute of Space Physics (SE)
- Jet Propulsion Laboratory (US)
- Environment and Climate Change Canada (CA)
- Seoul National University (KR)
- University of Alaska Fairbanks (US)
- University of Bucharest (RO)
- University of Leicester (GB)
- Cooperative Institute for Research in Environmental Sciences (US)
- St Petersburg University (RU)
- University of Bremen (DE)
- University of Toronto (CA)
- University of Colorado Boulder (US)
- Université de Versailles Saint-Quentin-en-Yvelines (FR)
- Chinese Academy of Sciences (CN)
- Royal Belgian Institute for Space Aeronomy (BE)
- National Institute for Environmental Studies (JP)
- Aristotle University of Thessaloniki (GR)
- Commissariat à l'Énergie Atomique et aux Énergies Alternatives (FR)
- Laboratoire des Sciences du Climat et de l'Environnement (FR)
- National Centre for Earth Observation (GB)
- National Institute of Research and Development for Optoelectronics (RO)
- National Agricultural Research Institute (UG)
- Institute of Atmospheric Physics (CN)
- National Institute of Water and Atmospheric Research (NZ)
- Technical University of Munich (DE)
- Universidad Nacional Autónoma de México (MX)
Publication Details
- Journal
- Remote Sensing
- Published
- 2025-02-20
- DOI
- https://doi.org/10.3390/rs17050734
- Citations
- 2
- Primary Topic
- Atmospheric and Environmental Gas Dynamics
- Type
- article
- Field-Weighted Citation Impact
- 2.21
Funders
- National Aeronautics and Space Administration
- National Institute of Water and Atmospheric Research
- European Space Agency
- Sight Research UK
- European Commission
- Deutsche Forschungsgemeinschaft
- Ministry of Education and Science of the Russian Federation
- Saint Petersburg State University
- Natural Environment Research Council