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Published byTamsyn Austin Modified over 9 years ago
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Ariel Morrison Graduate student, Atmospheric & Oceanic Sciences University of Colorado at Boulder Is losing our sea ice affecting our clouds? A story about stability in a warming Arctic
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Motivating questions Does atmospheric stability control Arctic clouds? What are the most important process relationships between clouds, atmospheric circulation, and sea ice concentration? What are the relative controls from large- and regional-scale processes? Where should this work go in the future?
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Data All monthly means 2006-07 – 2013-12 GOCCP – CALIPSO cloud fraction and phase AIRS – temperature profiles (near surface stability) ERA-Interim – sea level pressure HadISST – sea ice concentration CERES-EBAF – TOA net radiation
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First approach Strategy: Look at annual means for geographic distribution
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How does stability vary across the Arctic? Kay and L’Ecuyer 2013
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<6K Annual mean – same geographic region has low stability, SLP, SIC, and high cloud fraction
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What controls clouds in the stable regime? Region of fastest sea ice loss! Sea ice concentration trends 1979-2014
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Next approach Strategy: Assess relationships between variables with scatterplots of monthly means in the stable regime “Time-independent” relationships >6K
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Low stability = large cloud fraction High stability = large range of cloud fraction
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Cloudiest unstable points = open ocean
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Initial results Annual mean geographic variations = two distinct regions Within stable regime: Low stability = always more clouds? High stability = large range in cloud fraction – why? Arctic cloud controlled by both atmosphere and surface
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Goals and future work Add more data, eg. optical depth, precipitation, boundary layer depth More conditioning to assess process relationships Look at seasonality of process relationships using TOA net radiation Suggestions welcome!
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Open ocean in the stable regime
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High stability, varied cloud fraction = air heated by solar radiation or advection
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