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An introduction to Data Assimilation

Learn about data assimilation and how it is used to define ‘optimal' initial conditions for NWP at ECMWF.


Last updated: 16 December 2025
Enrol now! Enrolled students: 600+

Fundamentals

40 minutes

Single module

What you'll learn

  • What is data assimilation and how it fits into numerical weather prediction
  • Which sources of observations are used by ECMWF in its data assimilation process
  • How data assimilation methods work, including 4D- VAR
  • Recent improvements in data assimilation, and future challenges

Topics

  • Numerical weather prediction

Course Content

  • An introduction to Data Assimilation

Tags

  • data assimilation
  • observations

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