innovative MachIne leaRning to constrain Aerosol-cloud CLimate Impacts (iMIRACLI)

Project Information

iMIRACLI

Grant agreement ID: 860100

DOI 10.3030/860100

Project closed

EC signature date 9 August 2019

Start date 1 January 2020

End date 30 June 2024

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost € 4 185 717,12

EU contribution € 4 185 717,12

Coordinated by

THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERSITY OF OXFORD
United Kingdom

Deliverables

Websites, patent fillings, videos etc. (2)

iMIRACLI webpage online
Social-media / code aggregation on webpage

Open Research Data Pilot (1)

Develop a data management plan for ODRP

Documents, reports (1)

Quarterly iMIRACLI newsletters

Other (3)

Appointment of management team
Establishment of boards and committees, inc. the Supervisory Board of the Network
iMIRACLI kick off and summer school 1 at Oxford

Publications

Peer reviewed articles (4)

Large uncertainty in future warming due to aerosol forcing

Author(s): Duncan Watson-Parris; Christopher J. Smith
Published in: Nature Climate Change, 2022, ISSN 1758-678X
Publisher: Nature Publishing Group
DOI: 10.1038/s41558-022-01516-0

ClimateBench: A benchmark dataset for data-driven climate projections

Author(s): Duncan Watson-Parris, Yuhan Rao, Dirk Olivié, Øyvind Seland, Peer J Nowack, Gustau Camps-Valls, Philip Stier, Shahine Bouabid, Maura Dewey, Emilie Fons, Jessenia Margarita Marina Gonzalez, Paula Harder, Kai Jeggle, Julien Lenhardt, Peter Manshausen, Maria Novitasari, Lucile Ricard, Carla Roesch
Published in: Journal of Advances in Modeling Earth Systems, 2022, ISSN 1942-2466
Publisher: American Geophysical Union
DOI: 10.1002/essoar.10509765.2

Invisible ship tracks show large cloud sensitivity to aerosol

Author(s): Peter Manshausen, Duncan Watson-Parris, Matthew W. Christensen, Jukka-Pekka Jalkanen, Philip Stier
Published in: Nature, 2022, ISSN 1476-4687
Publisher: Nature Publishing Group
DOI: 10.1038/s41586-022-05122-0

Pollution tracker: Finding industrial sources of aerosol emission in satellite imagery

Author(s): Peter Manshausen, Duncan Watson-Parris, Lena Wagner, Pirmin Maier, Sybrand J. Muller, Gernot Ramminger and Philip Stier
Published in: Environmental Data Science, 2023, ISSN 2634-4602
Publisher: Cambridge University Press
DOI: 10.1017/eds.2023.20