CO2MVS Research on Supplementary Observations

Project Information

CORSO

Grant agreement ID: 101082194

DOI

10.3030/101082194

Project closed

EC signature date 11 October 2022

Start date 1 January 2023

End date 31 December 2025

Funded under

• Digital, Industry and Space

Total cost

€ 5 293 676,25

EU contribution

€ 5 293 676,00

Coordinated by

EUROPEAN CENTRE FOR MEDIUM-RANGE WEATHER FORECASTS
United Kingdom

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (7)

Dissemination and Exploitation Plan
Mid-Term Dissemination and Exploitation Report
First review and improvement of land surface forward operators for SIF and low frequency MW data
Report on SIF data assimilation method and preliminary testing in the IFS
Media and Communication Plan
Final review and improvement of land surface forward operators for SIF and low frequency MW data
Data Management Plan

Data sets, microdata, etc (5)

Improved global point source emissions dataset
Final and complete version of the APO and 14CO2 flux databases
List of CO2, NO2 and CO hot spot locations for the year 2021 identified in satellite observations
Database of existing 14CO2 measurements
D1.1 Global maps of CO2, CO and NOx emission factors and their uncertainties per sector for the year 2021

Global maps of CO2, CO and NOx emission factors and their uncertainties per sector for the year 2021

Other (3)

Software library for data-driven emission quantification of hot spots
A prototype for a simplified chemistry scheme to describe observed variations in NO2 on spatial scales of ~25 km, suitable for global-scale models
Analysis of ratios of atmospheric columns over and downwind of emission hotspots located in contrasting geographical regions and the responsible ratios of emitted trace gases

Demonstrators, pilots, prototypes (2)

Project Website
Optimized B matrix parameters (i.e., temporal, spatial, cross-species correlations)

Publications

Peer reviewed articles (14)

Comparing space-based to reported carbon monoxide emission estimates for Europe's iron and steel plants

Author(s): Gijs Leguijt, Joannes D. Maasakkers, Hugo A. C. Denier van der Gon, Arjo J. Segers, Tobias Borsdorff, Ivar R. van der Velde, Ilse Aben
Published in: Atmospheric Chemistry and Physics, Issue 25, 2025, ISSN 1680-7324
Publisher: Copernicus GmbH
DOI: 10.5194/ACP-25-555-2025

Remote Sensing

Author(s): Timothée Corchia, Bertrand Bonan, Nemesio Rodríguez-Fernández, Gabriel Colas, Jean-Christophe Calvet
Published in: Remote Sensing, Issue 15(17), 4258, 2023, ISSN 2072-4292
Publisher: MDPI
DOI: 10.3390/rs15174258

The ddeq Python library for point source quantification from remote sensing images (Version 1.0)

Author(s): G. Kuhlmann; E. Koene; S. Meier; S. Meier; D. Santaren; G. Broquet; F. Chevallier; J. Hakkarainen; J. Nurmela; L. Amorós; J. Tamminen; D. Brunner
Published in: Geoscientific Model Development, 2024, ISSN 1991-9603
Publisher: Geoscientific Model Development
DOI: 10.5194/GMD-17-4773-2024

A comprehensive land surface vegetation model for multi-stream data assimilation, D&B v1.0

Author(s): W. Knorr; M. Williams; T. Thum; T. Kaminski; M. Voßbeck; M. Scholze; T. Quaife; T. L. Smallman; S. C. Steele-Dunne; M. Vreugdenhil; T. Green; S. Zaehle; M. Aurela; A. Bouvet; E. Bueechi; W. Dorigo; T. S. El-Madany; M. Migliavacca; M. Migliavacca; M. Honkanen; Y. H. Kerr; A. Kontu; J. Lemmetyinen; H. Lindqvist; A. Mialon; T. Miinalainen; G. Pique; A. Ojasalo; S. Quegan; P. J. Rayner; P. Reyes-Muñoz; N. Rodríguez-Fernández; M. Schwank; J. Verrelst; S. Zhu; D. Schüttemeyer; M. Drusch
Published in: Geoscientific Model Development, 2024, ISSN 1991-9603
Publisher: EGU Sphere
DOI: 10.5194/GMD-18-2137-2025

A lightweight NO ₂ -to-NO _<i>x</i> conversion model for quantifying NO _<i>x</i> emissions of point sources from NO ₂ satellite observations

Author(s): Sandro Meier; Erik F. M. Koene; Maarten Krol; Dominik Brunner; Alexander Damm; Gerrit Kuhlmann
Published in: Atmospheric Chemistry and Physics, 2024, ISSN 1680-7324
Publisher: Atmospheric Chemistry and Physics
DOI: 10.5194/ACP-24-7667-2024

Improved definition of prior uncertainties in CO ₂ and CO fossil fuel fluxes and its impact on multi-species inversion with GEOS-Chem (v12.5)

Author(s): I. Super; T. Scarpelli; A. Droste; A. Droste; P. I. Palmer; P. I. Palmer
Published in: Geoscientific Model Development, 2024, ISSN 1991-9603
Publisher: EGU
DOI: 10.5194/GMD-17-7263-2024

Modeling support for an extensive Δ ¹⁴ CO ₂ flask sample monitoring campaign over Europe to constrain fossil CO ₂ emissions

Author(s): Carlos Gómez-Ortiz; Guillaume Monteil; Ute Karstens; Marko Scholze
Published in: Atmospheric Chemistry and Physics, 2025, ISSN 1680-7324
Publisher: Atmospheric Chemistry and Physics
DOI: 10.5194/ACP-25-10747-2025

On the Theory of the Divergence Method for Quantifying Source Emissions From Satellite Observations

Author(s): E. F. M. Koene, D. Brunner, G. Kuhlmann
Published in: Journal of Geophysical Research: Atmospheres, Issue 129, 2024, ISSN 2169-897X
Publisher: American Geophysical Union (AGU)
DOI: 10.1029/2023JD039904

Development of a parametrised atmospheric NO _x chemistry scheme to help quantify fossil fuel CO ₂ emission estimates

Author(s): Chlöe Natasha Schooling; Paul I. Palmer; Auke Visser; Nicolas Bousserez
Published in: Atmospheric Chemistry and Physics, 2025, ISSN 1680-7324
Publisher: EGU
DOI: 10.5194/ACP-25-15631-2025

Parameter Estimation in Land Surface Models: Challenges and Opportunities With Data Assimilation and Machine Learning

Author(s): Nina Raoult, Natalie Douglas, Natasha MacBean, Jana Kolassa, Tristan Quaife, Andrew G. Roberts, Rosie Fisher, Istem Fer, Cédric Bacour, Katherine Dagon, Linnia Hawkins, Nuno Carvalhais, Elizabeth Cooper, Michael C. Dietze, Pierre Gentine, Thomas Kaminski, Daniel Kennedy, Hannah M. Liddy, David J. P. Moore, Philippe Peylin, Ewan Pinnington, Benjamin Sanderson, Marko Scholze, Christian Seiler, T. Luke Smallman, Noemi Vergopolan, Toni Viskari, Mathew Williams, John Zobitz
Published in: Journal of Advances in Modeling Earth Systems, Issue 17, 2025, ISSN 1942-2466
Publisher: American Geophysical Union (AGU)
DOI: 10.1029/2024MS004733

Atmospheric inversions for carbon dioxide and methane at a national scale

Author(s): Chevallier, Frederic; Broquet, Grégoire
Published in: National Science Review, 2025, ISSN 2053-714X
Publisher: Oxford Academic
DOI: 10.1093/NSR/NWAF063

On the ability to study regional hydrometeorological changes using GPS and GRACE measurements

Author(s): Lenczuk, Artur; Olivera-Guerra, Luis; Klos, Anna; Bogusz, Janusz
Published in: Progress in Earth and Planetary Science, 2024, ISSN 2197-4284
Publisher: Springer Nature
DOI: 10.1186/S40645-024-00665-4

A CO ₂ –Δ ¹⁴ CO ₂ inversion setup for estimating European fossil CO ₂ emissions

Author(s): Carlos Gómez-Ortiz; Guillaume Monteil; Sourish Basu; Marko Scholze
Published in: Atmospheric Chemistry and Physics, 2025, ISSN 1680-7324
Publisher: Atmospheric Chemistry and Physics
DOI: 10.5194/ACP-25-397-2025

Assimilating ESA CCI land surface temperature into the ORCHIDEE land surface model: insights from a multi-site study across Europe

Author(s): Olivera-Guerra, Luis-Enrique; Ottlé, Catherine; Raoult, Nina; Peylin, Philippe
Published in: Hydrology and Earth System Sciences, 2025, ISSN 1607-7938
Publisher: Hydrology and Earth System Sciences
DOI: 10.5194/EGUSPHERE-2024-546

Other (1)

A light-weight NO₂ to NO_x conversion model for quantifying NO_x emissions of point sources from NO₂ satellite observations

Author(s): Sandro Meier; Erik Koene; Maarten Krol; Dominik Brunner; Alexander Damm; Gerrit Kuhlmann
Published in: eISSN:, 2024
DOI: 10.5194/egusphere-2024-159