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Exploring Data Assimilation Methods

This repository is a collection of interactive python notebooks demonstrating different DA methods. Users can change terms like the observation covariance and explore how these changes impact DA performance. Currently there are python notebooks for the following:

  1. Perturbed Observation Ensemble Kalman Filter (EnKF)

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General exploration into different DA algorithms

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