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3. Initialization and initial condition (IC) perturbations

3.1 Atmosphere and land


Re-forecastHindcastForecast
Atmosphere initialization


Atmosphere IC perturbations

Land Initialization



Land IC perturbations

Soil moisture initialization

Snow initialization

Unperturbed control forecast?

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Perturbations in +/- pairs: Yes


3.2 Ocean and cryosphere


Re-forecastHindcastForecast
Ocean initialization

Ocean IC perturbations

Unperturbed control forecast?

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