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The sub-seasonal range model climate (ER-M-climate) drifts towards becoming rather too cold at longer lead-times in wintertime high latitudes. Hence the anomaly in forecast temperatures against ER-M-climate temperatures may be too large. The magnitude of the drift is not uniform. At longer lead-times the trend in northern China is towards colder values but less so in Siberia and Canada. The variation may be due to the analysed initial snowpack conditions and/or snowmelt in marginal snow cover areas in these areas. Issues regarding this are being addressed. A multi-layer snow scheme is incorporated.
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