Date
13:00-16:00
Attendees
Markus Reichstein <mreichstein@bgc-jena.mpg.de>
Mathew Williams <Mat.Williams@ed.ac.uk>
Richard Engelen <Richard.Engelen@ecmwf.int>,
Gianpaolo Balsamo <Gianpaolo.Balsamo@ecmwf.int>,
Anandkumar, Animashree (Anima) <anima@caltech.edu>,
Philippe Ciais <philippe.ciais@lsce.ipsl.fr>,<philippe.ciais@cea.fr>, <phil.ciais@gmail.com>
Joe McNorton <Joe.McNorton@ecmwf.int>,
Gabriele Arduini <Gabriele.Arduini@ecmwf.int>,
Siham El Garroussi <Siham.Garroussi@ecmwf.int>,
Retish Senan <Retish.Senan@ecmwf.int>,
Edward Comyn-Platt <Edward.Comyn-Platt@ecmwf.int>,
Sebastien Denvil <Sebastien.Denvil@ecmwf.int>,
Jonathan Day <Jonathan.Day@ecmwf.int>,
Vitus Benson <vbenson@bgc-jena.mpg.de>,
Anna Agusti-Panareda <Anna.Agusti-Panareda@ecmwf.int>,
Matthew Chantry <Matthew.Chantry@ecmwf.int>,
Christian Lessig <christian.lessig@ecmwf.int>,
Christian Lessig <christian.lessig@ovgu.de>,
Mariana Clare <Mariana.Clare@ecmwf.int>,
Peter Dueben <Peter.Dueben@ecmwf.int>,
Margarita Choulga <Margarita.Choulga@ecmwf.int>,
Johannes Flemming <Johannes.Flemming@ecmwf.int>,
Michel Rixen <Michel.Rixen@ecmwf.int>,
Michail Diamantakis <Michail.Diamantakis@ecmwf.int>,
Alexander Winkler <awinkler@bgc-jena.mpg.de>,
Ana Bastos <abastos@bgc-jena.mpg.de>,
Martin Jung <mjung@bgc-jena.mpg.de>,
Nuno Carvalhais <ncarval@bgc-jena.mpg.de>,
Sujan Koirala <skoirala@bgc-jena.mpg.de>,
Samu el Upton <supton@bgc-jena.mpg.de>,
Kamyar Az zizadenesheli <kaazizzad@gmail.com>,
Boris Bonev <bonevbs@gmail.com>,
Sophia Walther <sophia.walther@bgc-jena.mpg.de>,
Jacob Nelson <jnelson@bgc-jena.mpg.de>
Goals
- AI for a Carbon-Meteorology Era: What are the building-blocks of a Carbon-AI-DTE?
Discussion items
| Who | From | What | Notes |
|---|---|---|---|
Markus Reichstein | Max-Planck-Institute for Biogeochemistry | Welcome, Motivation, some overview | |
Gianpaolo Balsamo | WMO-ECMWF | The Global Greenhouse Gas Watch in short | |
Dario Papale | National Research Council Italy | GHGs Ecosystem level observations status | |
Philippe Ciais | LSCE, France | Near real time carbon budgets from multiple data-streams – first results | |
Mathew Williams | Uni of Edinburgh, UK | Reanalysis of ecological carbon dynamics – potential links to AI approaches | |
Vitus Benson | MPI BGC | GNNs for atmospheric transport of CO2 | |
Christian Lessig | ECMWF | ||
Matthew Chantry | ECMWF | AIFS and beyond | |
Anna Agusti-Panareda | ECMWF | Considerations for CO2 AIFS |
Further readings
- The systematic carbon observations and the needs for policy-relevant carbon monitoring (Ciais et al. 2014)
- The satellite and insitu observations for advancing Earth surface modelling: A review (Balsamo et al. 2018)
- The first steps towards an operational predictions capacity of the near-term climate (Kushnir et al. 2019)
- The European vision for a CO2MVS - CO2 Monitoring & Verification Support (Janssens-Maenhout et al. 2020)
- The quantification of CO2 - Carbon dioxide emissions reduction during the COVID-19 (Le Queré et al. 2021)
- The CHE - CO2 Human Emissions: First steps towards European operational capacity (Balsamo et al. 2021)
- Global anthropogenic CO2 emissions and uncertainties as a prior for ESM and DA (Choulga et al., 2021)
- The quantification of CH4 - Methane emissions from hotspots and during COVID-19 (McNorton et al. 2022)
- The Copernicus Atmosphere Monitoring Service European GHGs reanalysis (Agusti-Panareda et al. 2023)
- The European synthesis of CH4 & N2O emissions for EU27 and UK: 1990–2019 (Petrescu et al., 2023)
- The European synthesis of CO2 emissions and removals for EU27 and UK: 1990–2020 (McGrath et al. 2023)
- PLEASE ADD BELOW OTHERS Papers relevant for "AI for Carbon-Meteorology?" here with similar reporting style
Action items
- Share a preliminar draft Agenda to gather comments by