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Possible EMOS amendments#11

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Commits on May 13, 2021

• Modifications to support local standardisation of EMOS coefficients.

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Commits on May 14, 2021

• Edit to temporarily ignore metadata differences in the forecast period coordinate.

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Commits on May 28, 2021

• Initial edits to explore ways of incorporating additional predictors.

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Commits on Jun 3, 2021

• Initial rough version that seems to work for global EMOS corrections.

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• Modifications to support point-by-point and using default initial guess.

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Commits on Jun 7, 2021

• Modifications to add global standardisation capability to this branch for use in testing.

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• Adding filtering of truth to ensure a consistent altitude, latitude and longitude, so that the truth cubelist is mergeable.

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• Add computation of a skew-logistic distribution to this branch.

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Commits on Jun 8, 2021

• Add masking of the forecast when the truth becomes masked by the local standardisation.

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Commits on Jun 9, 2021

• Amendments related to the skew logistic distribution to correct the use of this distribution including to support the use of additional predictors for this distribution.

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Commits on Jun 15, 2021

• Fixes to errors in code.

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Commits on Jun 16, 2021

• Modifications to raise errors in the standardisation, rather than continue.

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• Alterations to support standardising using only the forecast climatology.

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Commits on Jun 17, 2021

• Minor updates to support local standardisation using forecasts.

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Commits on Jun 29, 2021

• Corrections following further testing.

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• Minor edits following review comments.

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• Correction to code.

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• Further corrections.

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Commits on Jun 30, 2021

• Update to only check the points of the additional predictors fields.

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Commits on Jul 6, 2021

• Minor edits including fix for when applying coefficients to forecasts not in realizations space.

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Commits on Jul 22, 2021

• Update to provide handling for a NaN scale parameter for the local standardisation option.

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