Remote Sensing (Feb 2025)
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)
- Mahesh Kumar Sha,
- Saswati Das,
- Matthias M. Frey,
- Darko Dubravica,
- Carlos Alberti,
- Bianca C. Baier,
- Dimitrios Balis,
- Alejandro Bezanilla,
- Thomas Blumenstock,
- Hartmut Boesch,
- Zhaonan Cai,
- Jia Chen,
- Alexandru Dandocsi,
- Martine De Mazière,
- Stefani Foka,
- Omaira García,
- Lawson David Gillespie,
- Konstantin Gribanov,
- Jochen Gross,
- Michel Grutter,
- Philip Handley,
- Frank Hase,
- Pauli Heikkinen,
- Neil Humpage,
- Nicole Jacobs,
- Sujong Jeong,
- Tomi Karppinen,
- Matthäus Kiel,
- Rigel Kivi,
- Bavo Langerock,
- Joshua Laughner,
- Morgan Lopez,
- Maria Makarova,
- Marios Mermigkas,
- Isamu Morino,
- Nasrin Mostafavipak,
- Anca Nemuc,
- Timothy Newberger,
- Hirofumi Ohyama,
- William Okello,
- Gregory Osterman,
- Hayoung Park,
- Razvan Pirloaga,
- David F. Pollard,
- Uwe Raffalski,
- Michel Ramonet,
- Eliezer Sepúlveda,
- William R. Simpson,
- Wolfgang Stremme,
- Colm Sweeney,
- Noemie Taquet,
- Chrysanthi Topaloglou,
- Qiansi Tu,
- Thorsten Warneke,
- Debra Wunch,
- Vyacheslav Zakharov,
- Minqiang Zhou
Affiliations
- Mahesh Kumar Sha
- Royal Belgian Institute for Space Aeronomy, Ringlaan-3, 1180 Brussels, Belgium
- Saswati Das
- Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Dr, Pasadena, CA 91011, USA
- Matthias M. Frey
- National Institute for Environmental Studies (NIES), Onogawa 16-2, Tsukuba 305-8506, Japan
- Darko Dubravica
- Institute of Meteorology and Climate Research Atmospheric Trace Gases and Remote Sensing (IMK-ASF), Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Leopoldshafen, Germany
- Carlos Alberti
- Institute of Meteorology and Climate Research Atmospheric Trace Gases and Remote Sensing (IMK-ASF), Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Leopoldshafen, Germany
- Bianca C. Baier
- NOAA Global Monitoring Laboratory, 325 Broadway, Boulder, CO 80305, USA
- Dimitrios Balis
- Laboratory of Atmospheric Physics, Department of Physics, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
- Alejandro Bezanilla
- Instituto de Ciencias de la Atmósfera y Cambio Climático, Universidad Nacional Autónoma de México, Circuito Exterior s/n, Ciudad Universitaria, Ciudad de México 04510, Mexico
- Thomas Blumenstock
- Institute of Meteorology and Climate Research Atmospheric Trace Gases and Remote Sensing (IMK-ASF), Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Leopoldshafen, Germany
- Hartmut Boesch
- Institute of Environmental Physics, University of Bremen, Otto-Hahn-Allee 1, 28359 Bremen, Germany
- Zhaonan Cai
- CNRC, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beichenxilu-81, Beijing 100029, China
- Jia Chen
- School of Computation, Information and Technology, Technical University of Munich, Theresienstr. 90, 80333 Munich, Germany
- Alexandru Dandocsi
- National Institute of Research and Development for Optoelectronics, 409 Atomistilor Street, 077125 Magurele, Romania
- Martine De Mazière
- Royal Belgian Institute for Space Aeronomy, Ringlaan-3, 1180 Brussels, Belgium
- Stefani Foka
- Department of Atmospheric Physics, Saint Petersburg State University, Ulyanovskay st., 1, 198504 St. Petersburg, Russia
- Omaira García
- State Meteorological Agency of Spain (AEMet), La Marina-20, 38001 Santa Cruz de Tenerife, Spain
- Lawson David Gillespie
- Department of Physics, University of Toronto, 60 St. George Street, Toronto, ON M5S 1A1, Canada
- Konstantin Gribanov
- Institute of Natural Sciences and Mathematics, Ural Federal University, 19 Mira Street, 620002 Ekaterinburg, Russia
- Jochen Gross
- Institute of Meteorology and Climate Research Atmospheric Trace Gases and Remote Sensing (IMK-ASF), Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Leopoldshafen, Germany
- Michel Grutter
- Instituto de Ciencias de la Atmósfera y Cambio Climático, Universidad Nacional Autónoma de México, Circuito Exterior s/n, Ciudad Universitaria, Ciudad de México 04510, Mexico
- Philip Handley
- NOAA Global Monitoring Laboratory, 325 Broadway, Boulder, CO 80305, USA
- Frank Hase
- Institute of Meteorology and Climate Research Atmospheric Trace Gases and Remote Sensing (IMK-ASF), Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Leopoldshafen, Germany
- Pauli Heikkinen
- Space and Earth Observation Centre, Finnish Meteorological Institute, Tähteläntie 62, 99600 Sodankylä, Finland
- Neil Humpage
- National Centre for Earth Observation, University of Leicester, Space Park Leicester, 92 Corporation Road, Leicester LE4 5SP, UK
- Nicole Jacobs
- Department of Physics, University of Toronto, 60 St. George Street, Toronto, ON M5S 1A1, Canada
- Sujong Jeong
- Department of Environmental Planning, Graduate School of Environmental Studies, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea
- Tomi Karppinen
- Space and Earth Observation Centre, Finnish Meteorological Institute, Tähteläntie 62, 99600 Sodankylä, Finland
- Matthäus Kiel
- Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Dr, Pasadena, CA 91011, USA
- Rigel Kivi
- Space and Earth Observation Centre, Finnish Meteorological Institute, Tähteläntie 62, 99600 Sodankylä, Finland
- Bavo Langerock
- Royal Belgian Institute for Space Aeronomy, Ringlaan-3, 1180 Brussels, Belgium
- Joshua Laughner
- Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Dr, Pasadena, CA 91011, USA
- Morgan Lopez
- Laboratoire des Sciences du Climat et de l’Environnement, UMR 8212 CEA-CNRS-UVSQ, 91191 Gif-sur-Yvette, France
- Maria Makarova
- Department of Atmospheric Physics, Saint Petersburg State University, Ulyanovskay st., 1, 198504 St. Petersburg, Russia
- Marios Mermigkas
- Laboratory of Atmospheric Physics, Department of Physics, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
- Isamu Morino
- National Institute for Environmental Studies (NIES), Onogawa 16-2, Tsukuba 305-8506, Japan
- Nasrin Mostafavipak
- Department of Physics, University of Toronto, 60 St. George Street, Toronto, ON M5S 1A1, Canada
- Anca Nemuc
- National Institute of Research and Development for Optoelectronics, 409 Atomistilor Street, 077125 Magurele, Romania
- Timothy Newberger
- NOAA Global Monitoring Laboratory, 325 Broadway, Boulder, CO 80305, USA
- Hirofumi Ohyama
- National Institute for Environmental Studies (NIES), Onogawa 16-2, Tsukuba 305-8506, Japan
- William Okello
- National Fisheries Resources Research Institute (NaFIRRI), Plot 39/45, Nile Crescent, Jinja P.O. Box 343, Uganda
- Gregory Osterman
- Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Dr, Pasadena, CA 91011, USA
- Hayoung Park
- Department of Environmental Planning, Graduate School of Environmental Studies, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea
- Razvan Pirloaga
- National Institute of Research and Development for Optoelectronics, 409 Atomistilor Street, 077125 Magurele, Romania
- David F. Pollard
- National Institute of Water & Atmospheric Research Ltd. (NIWA), Private Bag 50061, Omakau 9352, New Zealand
- Uwe Raffalski
- Swedish Institute of Space Physics (IRF), Box 812, 98128 Kiruna, Sweden
- Michel Ramonet
- Laboratoire des Sciences du Climat et de l’Environnement, UMR 8212 CEA-CNRS-UVSQ, 91191 Gif-sur-Yvette, France
- Eliezer Sepúlveda
- State Meteorological Agency of Spain (AEMet), La Marina-20, 38001 Santa Cruz de Tenerife, Spain
- William R. Simpson
- Department of Chemistry, Biochemistry, and Geophysical Institute, University of Alaska Fairbanks, Fairbanks, AK 99775, USA
- Wolfgang Stremme
- Instituto de Ciencias de la Atmósfera y Cambio Climático, Universidad Nacional Autónoma de México, Circuito Exterior s/n, Ciudad Universitaria, Ciudad de México 04510, Mexico
- Colm Sweeney
- NOAA Global Monitoring Laboratory, 325 Broadway, Boulder, CO 80305, USA
- Noemie Taquet
- Instituto de Ciencias de la Atmósfera y Cambio Climático, Universidad Nacional Autónoma de México, Circuito Exterior s/n, Ciudad Universitaria, Ciudad de México 04510, Mexico
- Chrysanthi Topaloglou
- Laboratory of Atmospheric Physics, Department of Physics, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
- Qiansi Tu
- Institute of Meteorology and Climate Research Atmospheric Trace Gases and Remote Sensing (IMK-ASF), Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Leopoldshafen, Germany
- Thorsten Warneke
- Institute of Environmental Physics, University of Bremen, Otto-Hahn-Allee 1, 28359 Bremen, Germany
- Debra Wunch
- Department of Physics, University of Toronto, 60 St. George Street, Toronto, ON M5S 1A1, Canada
- Vyacheslav Zakharov
- Institute of Natural Sciences and Mathematics, Ural Federal University, 19 Mira Street, 620002 Ekaterinburg, Russia
- Minqiang Zhou
- CNRC, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beichenxilu-81, Beijing 100029, China
- DOI
- https://doi.org/10.3390/rs17050734
- Journal volume & issue
-
Vol. 17,
no. 5
p. 734
Abstract
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.
Keywords