CO2MVS Research on Supplementary Observations

Informations projet

CORSO

N° de convention de subvention: 101082194

DOI

10.3030/101082194

Projet clôturé

Date de signature de la CE 11 Octobre 2022

Date de début 1 Janvier 2023

Date de fin 31 Decembre 2025

Financé au titre de

• Digital, Industry and Space

Coût total

€ 5 293 676,25

Contribution de l’UE

€ 5 293 676,00

Coordonné par

EUROPEAN CENTRE FOR MEDIUM-RANGE WEATHER FORECASTS
United Kingdom

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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 (15)

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

Auteurs: Gijs Leguijt, Joannes D. Maasakkers, Hugo A. C. Denier van der Gon, Arjo J. Segers, Tobias Borsdorff, Ivar R. van der Velde, Ilse Aben
Publié dans: Atmospheric Chemistry and Physics, Numéro 25, 2025, ISSN 1680-7324
Éditeur: Copernicus GmbH
DOI: 10.5194/ACP-25-555-2025

Remote Sensing

Auteurs: Timothée Corchia, Bertrand Bonan, Nemesio Rodríguez-Fernández, Gabriel Colas, Jean-Christophe Calvet
Publié dans: Remote Sensing, Numéro 15(17), 4258, 2023, ISSN 2072-4292
Éditeur: MDPI
DOI: 10.3390/rs15174258

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

Auteurs: G. Kuhlmann; E. Koene; S. Meier; S. Meier; D. Santaren; G. Broquet; F. Chevallier; J. Hakkarainen; J. Nurmela; L. Amorós; J. Tamminen; D. Brunner
Publié dans: Geoscientific Model Development, 2024, ISSN 1991-9603
Éditeur: 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

Auteurs: 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
Publié dans: Geoscientific Model Development, 2024, ISSN 1991-9603
Éditeur: 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

Auteurs: Sandro Meier; Erik F. M. Koene; Maarten Krol; Dominik Brunner; Alexander Damm; Gerrit Kuhlmann
Publié dans: Atmospheric Chemistry and Physics, 2024, ISSN 1680-7324
Éditeur: 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)

Auteurs: I. Super; T. Scarpelli; A. Droste; A. Droste; P. I. Palmer; P. I. Palmer
Publié dans: Geoscientific Model Development, 2024, ISSN 1991-9603
Éditeur: 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

Auteurs: Carlos Gómez-Ortiz; Guillaume Monteil; Ute Karstens; Marko Scholze
Publié dans: Atmospheric Chemistry and Physics, 2025, ISSN 1680-7324
Éditeur: 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

Auteurs: E. F. M. Koene, D. Brunner, G. Kuhlmann
Publié dans: Journal of Geophysical Research: Atmospheres, Numéro 129, 2024, ISSN 2169-897X
Éditeur: 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

Auteurs: Chlöe Natasha Schooling; Paul I. Palmer; Auke Visser; Nicolas Bousserez
Publié dans: Atmospheric Chemistry and Physics, 2025, ISSN 1680-7324
Éditeur: EGU
DOI: 10.5194/ACP-25-15631-2025

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

Auteurs: 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
Publié dans: Journal of Advances in Modeling Earth Systems, Numéro 17, 2025, ISSN 1942-2466
Éditeur: American Geophysical Union (AGU)
DOI: 10.1029/2024MS004733

Atmospheric inversions for carbon dioxide and methane at a national scale

Auteurs: Chevallier, Frederic; Broquet, Grégoire
Publié dans: National Science Review, 2025, ISSN 2053-714X
Éditeur: Oxford Academic
DOI: 10.1093/NSR/NWAF063

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

Auteurs: Lenczuk, Artur; Olivera-Guerra, Luis; Klos, Anna; Bogusz, Janusz
Publié dans: Progress in Earth and Planetary Science, 2024, ISSN 2197-4284
Éditeur: 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

Auteurs: Carlos Gómez-Ortiz; Guillaume Monteil; Sourish Basu; Marko Scholze
Publié dans: Atmospheric Chemistry and Physics, 2025, ISSN 1680-7324
Éditeur: 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

Auteurs: Olivera-Guerra, Luis-Enrique; Ottlé, Catherine; Raoult, Nina; Peylin, Philippe
Publié dans: Hydrology and Earth System Sciences, 2025, ISSN 1607-7938
Éditeur: Hydrology and Earth System Sciences
DOI: 10.5194/EGUSPHERE-2024-546

Assimilation of solar‐induced fluorescence satellite observations in the <scp>European Centre for Medium‐Range Weather Forecasts</scp> integrated forecast system

Auteurs: Sébastien Garrigues, Patricia de Rosnay, Peter Weston, Christoph Rüdiger, Cédric Bacour, David Fairbairn, Pierre Vanderbecken, Oscar Rojas‐Munoz, Ewan Pinnington, Anna Agusti‐Panareda, Souhail Boussetta, Jean‐Christophe Calvet, Richard Engelen
Publié dans: Quarterly Journal of the Royal Meteorological Society, 2026, ISSN 0035-9009
Éditeur: Wiley
DOI: 10.1002/QJ.70111

Other (1)

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

Auteurs: Sandro Meier; Erik Koene; Maarten Krol; Dominik Brunner; Alexander Damm; Gerrit Kuhlmann
Publié dans: eISSN:, 2024
DOI: 10.5194/egusphere-2024-159