Global characteristics of marine stratocumulus clouds and drizzle

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Presentation transcript:

Global characteristics of marine stratocumulus clouds and drizzle Sandra Yuter Department of Marine, Earth, and Atmospheric Sciences North Carolina State University May 2011

Stratocumulus formation  Equator Poleward  Stevens 2005, from Arakawa 1975

Why study marine stratocumulus? Annual ISCCP Stratus Cloud Amount No data 0 10 20 30 40 50 60 70 80 Percent Courtesy of Dennis Hartmann Subtropical sc regions

Why study stratocumulus?- radiative forcing Annual ERBE Net Cloud Radiative Forcing No data -90 -70 -50 -40 -30 -20 -10 0 10 20 30 40 W/m2 Courtesy of Dennis Hartmann cloud forcing = cloudy TOA rad. flux – clear sky TOA rad. flux “A mere 4% increase in the area of the globe covered by low level stratus clouds would be sufficient to offset the 2-3K predicted rise in global temperature due to a doubling of CO2.” Randall et al 1984 (cloud forcing=observed TOA rad. flux – clear sky TOA rad. flux) Sc popular destinations for field campaigns

Modeled low cloud fraction for SE Pacific M. Wyant, U. Washington

Doppler cloud radar Doppler lidar 1 Oct – 1 Dec 2008 Doppler cloud radar Doppler lidar C-band radar NOAA Ronald H Brown

Focus on stratocumulus mesoscale organization and albedo variations Pockets of open cells IN SE PACIFIC, POCS ARE LARGER (THAN NE PACIFIC) & BETTER DOCUMENTED (in terms of rain rate…)

1130-1430 UTC 23 Oct 2008 Put movie here

Field project data sets (and modeling studies) show that drizzle is implicated in the transition from closed to open-cellular 03 LT 06 LT 09 LT Closed Open Transition GOES IR C-band radar 0715 LT 08 LT EPIC Sc cruise Oct 2001 Comstock et al. 2007

Field project data sets contain detailed data from multiple sensors but are limited in time and spatial coverage…. …In order to understand these clouds globally and over multiple years, we need to use satellite data sets

Current satellite methods to identify drizzling stratocumulus are either lacking in resolution (AMSR-E LWP; 12 km x 12 km) or diurnal coverage (MODIS LWP daylight only; 1 km2).

Most drizzle occurs at night C-Band Radar Observed Drizzle: SE Pacific Only AMSR-E LWP MODIS LWP & AMSR-E LWP

In the absence of ice, AMSR-E 89 GHz Tbs (6 km x 4 km) Level II AMSR-E Cloud LWP Level II MODIS Cloud LWP In the absence of ice, AMSR-E 89 GHz Tbs (6 km x 4 km) contain liquid water emission information AMSR-E 89 GHz Tb C-band radar & IR Figure 8. Detailed comparison among a) AMSR-E Level 2 Liquid Water Path, b) MODIS Level 2 Cloud Water Path, c) AMSR-E Level 2 89 GHz brightness temperature and d) C-band ship-borne radar data obtained at 1936 UTC on 27 October 2008 in the SE Pacific during VOCALS experiment. The 60 km radius range ring from the radar is overlaid on each image. In order to highlight gradients in LWP, the dynamic range of the color scales differ between a) and b).

We can improve upon AMSR-E LWP in regions where clouds contain no ice

C-Band Radar Reflectivity (left), 89 GHz Drizzle Cell ID (right) Oct 27 2008 06:55 UTC (Night) C-Band Radar Reflectivity (left), 89 GHz Drizzle Cell ID (right)

SE Atlantic Oct 8 2008 13:49 UTC (Day) Africa

Feature analysis tools Identified drizzle cell features are color-coded by feature number

Goals Refine drizzle proxy product based on combination of AQUA MODIS and AMSR-E data using ship-based VOCALS Rex data sets Extend drizzle proxy product to work based on TRMM TMI 85 GHz data Use drizzle proxy product to address: How do the characteristics of drizzle cells and their mesoscale organization compare among the different marine stratocumulus cloud decks? Variability in regional drizzle occurrence since 2002