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Evaluation of hyperspectral microwave observations for global NWP: Representation of expected uncertainties

Author

Katie Lean

Niels Bormann

Sanjeevani Panditharatne

2026, Report, ESA Contract Report

File

81724-evaluation-of-hyperspectral-microwave-observations-for-global-nwp-representation-of-expected-uncertainties.pdf

Robustness and reproducibility for data-driven weather forecasting

Author

Sebastian Schmidt

Maram Akila

Afshin Sadeghi

Erik Prjadka

Djordje Benn-Maksimovic

2026, Report, DE_398_EVIDEN - Ethical Machine Learning

File

81718-robustness-and-reproducibility-for-data-driven-weather-forecasting.pdf

Explainability and Adversarial Vulnerability in AI-Based Weather Forecasting Systems

Author

Ranjith Mahendran

Sebastian Schmidt

Djordje Benn-Maksimovic

2026, Report, DE_398_EVIDEN - Ethical Machine Learning

File

81717-explainability-and-adversarial-vulnerability-in-ai-based-weather-forecasting-systems.pdf

Adoption of Ethical Principles for Machine Learning in the Meteorological Domain

Author

Djordje Benn-Maksimovic

Sebastian Schmidt

Ranjith Mahendran

2026, Report, DE_398_EVIDEN - Ethical Machine Learning

File

81716-adoption-of-ethical-principles-for-machine-learning-in-the-meteorological-domain.pdf

Practical Guidelines on Ethical Machine Learning

Author

Sebastian Schmidt

Lisa Fink

Djordje Benn-Maksimovic

2026, Report, DE_398_EVIDEN - Ethical Machine Learning

File

81715-practical-guidelines-on-ethical-machine-learning.pdf

ECMWF Global Data Monitoring Report February 2026

2026, Report, Global Data Monitoring Report, Global Data Monitoring Report

File

81721-ecmwf-global-data-monitoring-report-february-2026.pdf

Data-Driven Emulation of Background-Error Variance in Variational Data Assimilation

Author

Wei Pan

Massimo Bonavita

Marcin Chrust

Elias Hólm

2026, Technical memorandum, Technical Memoranda

File

81720-data-driven-emulation-of-background-error-variance-in-variational-data-assimilation.pdf

ECMWF Global Data Monitoring Report January 2026

2026, Report, Global Data Monitoring Report, Global Data Monitoring Report

File

81719-ecmwf-global-data-monitoring-report-january-2026.pdf

Quarter 4 2025: Operations Service Report

Author

Jana Kolassa

Pete Weston

Kirsti Salonen

Patricia de Rosnay

2026, Report, ESA Contract Report

File

81714-quarter-4-2025-operations-service-report.pdf

Assimilating aerosol visible reflectances for improved air quality forecasts

Author

Samuel Quesada Ruiz

Cristina Lupu

Tobias Necker

Roberto Ribas

Volkan Firat

Leonard Scheck

Christina Koepken-Watts

Angela Benedetti

2026, Newsletter Feature Article, ECMWF Newsletter

File

81712-assimilating-aerosol-visible-reflectances-for-improved-air-quality-forecasts.pdf

GPU-adaptation of the IFS for EuroHPC machines

Author

Michael Lange

Balthasar Reuter

Ahmad Nawab

Michael Staneker

Olivier Marsden

Patrick Gillies

Zbigniew Piotrowski

Johan Ericsson

Ioan Hadade

Michael Sleigh

2026, Newsletter Feature Article, ECMWF Newsletter

File

81710-gpu-adaptation-of-the-ifs-for-eurohpc-machines.pdf

Improving mesoscale aspects in the ensemble forecast initial conditions

Author

Martin Leutbecher

Sarah-Jane Lock

Elias Hólm

Aristofanis Tsiringakis

Marieke Plesske

Ioan Hadade

2026, Newsletter Feature Article, ECMWF Newsletter

File

81711-improving-mesoscale-aspects-in-the-ensemble-forecast-initial-conditions.pdf

AI-DOP: an update on medium-range forecast scores

Author

Eulalie Boucher

Mihai Alexe

Peter Lean

Ewan Pinnington

Patrick Laloyaux

Simon Lang

Tony McNally

2026, Newsletter Feature Article, ECMWF Newsletter

File

81709-ai-dop-an-update-on-medium-range-forecast-scores.pdf

Newsletter No. 186 - Winter 2025/26

Author

ECMWF

2026, Newsletter, ECMWF Newsletter

File

81713-newsletter-no-186-winter-202526.pdf

Search ECMWF publications

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Evaluation of hyperspectral microwave observations for global NWP: Representation of expected uncertainties

Robustness and reproducibility for data-driven weather forecasting

Explainability and Adversarial Vulnerability in AI-Based Weather Forecasting Systems

Adoption of Ethical Principles for Machine Learning in the Meteorological Domain

Practical Guidelines on Ethical Machine Learning

ECMWF Global Data Monitoring Report February 2026

Data-Driven Emulation of Background-Error Variance in Variational Data Assimilation

ECMWF Global Data Monitoring Report January 2026

Quarter 4 2025: Operations Service Report

Assimilating aerosol visible reflectances for improved air quality forecasts

GPU-adaptation of the IFS for EuroHPC machines

Improving mesoscale aspects in the ensemble forecast initial conditions

AI-DOP: an update on medium-range forecast scores

Newsletter No. 186 - Winter 2025/26

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