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Supercooled altocumulus clouds. Met Office models have most sophisticated cloud scheme Separate prognostic liquid and ice … but have the worst supercooled liquid water content and liquid cloud fraction What are we doing wrong in these schemes ? Poor vertical resolution (~500 m)
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Supercooled altocumulus clouds • Met Office models have most sophisticated cloud scheme • Separate prognostic liquid and ice • … but have the worst supercooled liquid water content and liquid cloud fraction • What are we doing wrong in these schemes? • Poor vertical resolution (~500 m) • Ice microphysics (e.g. Ice PSD)
Resolution dependence: idealised simulation Ice Liquid 50 m 500 m
Parameterization at work Ice Liquid 50 m 500 m
Global cloud fraction verification INSECTS AEROSOL RAIN SUPERCOOL WARM LIQUID ICE + S’COOL ICE CLEAR
Stationary orographic convective rainbands (HIGH terrain) – CTL CTL – (Albedo=1) Mean Wind