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Non-systematic synoptic errors can be dampened by different ensemble approaches (e.g. medium range ensemble, probability considerations, forecast error growth).
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New downscaling techniques are being developed accordingly (see for example the Point Rainfall product).
(FUG Associated associated with Cy50r1)
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