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https://www.ecmwf.int/en/research/data-assimilation
Data assimilation | ECMWF
To make a forecast we need to know the current state of the atmosphere and the Earth's surface (land and oceans). The weather forecasts produced at ECMWF use...
data assimilation ecmwf
https://www.ecmwf.int/en/about/media-centre/focus/2025/fact-sheet-earth-system-data-assimilation
Fact sheet: Earth system data assimilation | ECMWF
data assimilation ecmwffact sheetearth system
https://www.ecmwf.int/en/elibrary/81720-data-driven-emulation-background-error-variance-variational-data-assimilation
Data-Driven Emulation of Background-Error Variance in Variational Data Assimilation | ECMWF
Accurate representation of flow-dependent background-error covariance is essential for modern ensemble–variational data assimilation systems, but estimating...
data drivenassimilation ecmwfemulationbackgrounderror
https://www.ecmwf.int/en/research/special-projects/spgbtpps-2016
Improving Stochastic Parametrization of Convection through the use of Data Assimilation | ECMWF
data assimilation ecmwfimprovingstochasticparametrizationconvection
https://www.ecmwf.int/en/elibrary/81674-earth-system-assimilation-cryosphere-status-and-way-forward-td-01
Earth system assimilation for the cryosphere: Status and way forward [TD-01] | ECMWF
This report outlines plans for activities to be performed in the first phase of the Data Assimilation and Numerical Testing for Copernicus Expansion Missions...
earth systemway forwardassimilationcryospherestatus
https://www.ecmwf.int/en/research/special-projects/spnorand-2018
Testing and developing the HARMONIE data assimilation system at MET Norway | ECMWF
data assimilation systemtestingdevelopingharmoniemet
https://www.ecmwf.int/en/research/special-projects/spcrpane-2025
Assimilation of all-sky infrared radiances from IASI and MTG-IRS in C-LAEF AlpeAdria system | ECMWF
system ecmwfassimilationskyinfrarediasi
https://www.ecmwf.int/en/elibrary/81700-quality-assessment-and-assimilation-meteosat-12-fci-amvs
Quality Assessment and Assimilation of Meteosat-12 FCI AMVs | ECMWF
Meteosat-12 AMVs are a significant upgrade to EUMETSAT’s geostationary AMV product, both in terms of making use of enhanced features of the new Meteosat Third...
quality assessmentassimilationmeteosat12fci
https://www.ecmwf.int/en/research/special-projects/spitfede-2013
A general-purpose data assimilation and forecasting system | ECMWF
general purposedata assimilationforecasting systemecmwf
https://www.ecmwf.int/en/research/data-assimilation/assimilation-methods
Assimilation methods | ECMWF
Data assimilation techniques are a vital part of forecasting. ECMWF has pioneered work on assimilation methods such as 4D-Var. Observations and short-range...
assimilationmethodsecmwf
https://www.ecmwf.int/en/research/special-projects/spitstor-2019
Enhancing regional ocean data assimilation in high and mid latitude European seas | ECMWF
regional oceandata assimilationenhancinghighmid
https://www.ecmwf.int/en/research/special-projects/spitlaga-2021
RAIN - Reflectivity Assimilation for an Innovative Nowcasting approach | ECMWF
rainreflectivityassimilationinnovativenowcasting