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Whitecaps, sea-salt aerosols, and climate Magdalena D. Anguelova Oceans and Ice Branch Seminar College of Marine Studies University of Delaware18 October, 2001
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Outline n Sea-salt aerosols and climate n Sea spray n Whitecap coverage estimation
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Climate studies © Ocean Drilling Program
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Cloud feedbacks - 20 W m -2
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Modeling cloud feedback Cess et al., 1990
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“I used to think of clouds as the Gordian knot of the problem,” says cloud specialist V. Ramanathan of Scripps. “Now I think it’s the aerosols. We are arguing about everything.” R. A. Kerr, Science, 1997, 276
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Aerosol radiative forcing n Anthropogenic aerosol loading; n Aerosol radiative forcing: Negative 0.5 to 2 W m -2
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Aerosol effects n Direct; Radiative forcing on climate in 2 distinct ways:
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Aerosol effects n Indirect; Radiative forcing on climate in 2 distinct ways: Cloud properties; Cloud lifetime. n Direct;
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Include aerosol direct and indirect forcing in climate models. Recognized Need
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Types of aerosols n Natural n Anthropogenic
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Baseline Clean atmosphere is affected only by natural background aerosols. Sea-salt aerosols are the dominant aerosol species in background atmosphere.
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Direct effect of sea-salt aerosols n Cooling 0.6 to 2 W m -2 (Winter and Chýlek, 1997) n Potential of –4 W m -2 (Quinn et al., 1996)
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Andreae (1995) Indirect effect of sea-salt aerosols n Dominate the activation of CCN; n Compete with SO 4 2- aerosols. Activation of CCN begins on the largest and most soluble particles. Larger; More hygroscopic. SS concentrations; SO 4 2- concentrations Cloud updraft: Total CCN Total CCN
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Halogen chemistry n Multiphase reactions n Site for chemical reactions
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Halogen chemistry n Multiphase reactions n Site for chemical reactions Reactive Cl and Br; Cl, Br CH 4 DMS OH
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Halogen chemistry n Multiphase reactions n Site for chemical reactions Reactive Cl and Br; Tropospheric O 3 : –Greenhouse gas; –Pollutant; Cl, Br Clean air Polluted air NO x
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Halogen chemistry n Multiphase reactions n Site for chemical reactions Reactive Cl and Br; Tropospheric O 3 : –Greenhouse gas; –Pollutant; Sink of S. H 2 SO 4 O3O3 DMS SO 2 SO 4 2- Industrial SO 4 2-
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Sea-salt aerosol effects must be accounted for.
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Outline n Sea-salt aerosols and climate n Sea spray n Whitecap coverage estimation
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n As waves break, n air blobs break up, nand forms clouds of bubbles. Wave breaking
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The fate of the bubbles n …dissolve and disappear… n …stabilize and join… n …rise and burst…
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The fate of the bubbles n …dissolve and disappear… n …stabilize and join… n …rise and burst…
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n Upon bursting, bubble caps shatter Film drops Resch and Afeti (1991)
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n As the bubble cavity collapses... Jet drops MacIntyre (1974)
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n Under very high winds drops are torn from the wave crests and blown directly into the air. Spume drops
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Sea spray n In the air: Moisture equilibrium; Change of size and phase state; sea-salt aerosols.
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r, m 5001001010.1 Andreas (1998) Sea spray sizes n Residence time (Andreas, 1992) Heat exchangeAerosol forcing > 20 m < 20 m film jet spume
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Modeling sea-salt aerosols n Many processes: Generation; Transport; Diffusion and convection; Chemical and physical transformations: –in clear air; –in clouds; –below clouds; Wet and dry deposition. Generation;
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Sea spray generation function, F Monahan et al. (1986) r, m 5001001010.1 Via bubblesTearing = dF 0 /dr + dF 1 /dr Rate of production of sea spray per unit area per increment of droplet radius, r (s -1 m -2 m -1 ). dF /dr
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Best generation function n Among 14 proposed functions (Andreas, 2001) Explicit forms for 4 size regions covering 1 to 500 m range. (Monahan and O’Muircheartaigh, 1980)
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Improved generation function? W (U 10, T, T s, S, f, d, C ) W (U 10 ) Best available (Monahan and O’Muircheartaigh, 1986)
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Improved generation function? W (U 10, T, T s, S, f, d, C ) W (U 10 ) Best available (Monahan and O’Muircheartaigh, 1986)
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Improved generation function? W (U 10, T, T s, S, f, d, C ) W (U 10 ) Best available (Monahan and O’Muircheartaigh, 1986)
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Improved generation function? W (U 10, T, T s, S, f, d, C ) W (U 10 ) Best available (Monahan and O’Muircheartaigh, 1986)
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Improved generation function? W (U 10, T, T s, S, f, d, C ) W (U 10 ) Best available (Monahan and O’Muircheartaigh, 1986)
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Improved generation function? W (U 10, T, T s, S, f, d, C ) W (U 10 ) Best available (Monahan and O’Muircheartaigh, 1986)
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Improved generation function? W (U 10 ) Best available W (U 10, T, T s, S, f, d, C ) (Monahan and O’Muircheartaigh, 1986)
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Need of database W (U 10, T, T s, S, f, d, C ) 477 points n Existing database 16 cruises (1969 – 1984); Photographs.
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Need of database W (U 10, T, T s, S, f, d, C ) 477 points n Existing database 16 cruises (1969 – 1984); Photographs.
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Need of database W (U 10, T, T s, S, f, d, C ) 477 points 307 points n Existing database 16 cruises (1969 – 1984); Photographs.
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Need of database W (U 10, T, T s, S, f, d, C ) 477 points 307 points n Existing database 16 cruises (1969 – 1984); Photographs. New method
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Outline n Sea-salt aerosols and climate n Sea spray n Whitecap coverage estimation
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Whitecaps signature High Reflectivity High Emissivity Reflectivity Emissivity VisIRmWUV
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e = (e s + e r )(1-W ) + W e f The concept n Ocean composite emissivity e – e s – e r e f – e s – e r W = e, e s, e r, e f e as W n The task
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t Top of the atmosphere eTseTs T CB T BU T BD Ocean TsTs TBTB Radiometer TB =TB = teT s + t 2 (1 - e) T CB + T BU + t(1 - e) T BD Calculate composite emissivity e eT s = T B
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e = T B - T BU - t T BD - t 2 T CB t T s - t T BD - t 2 T CB T B -- SSM/I T s -- AVHRR T CB = 2.7 K T BU T BD t Wentz (1997) V, L (SSM/I) Calculate composite emissivity e
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e s = 1 - r s 1 + i = + s - 0 0 - i Fresnel formula: r s = f ( , ) Calculate specular emissivity e s Debye equation : Klein and Swift (1977) = 2 f, f = 19 GHz , 0, , s, = f (T s, S ) T s -- AVHRR S -- NOAA Atlas
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3 - Q + Q f = 2 Q - 2Q + 3 Rosenkranz and Staelin (1972) e f = 1 - r f Fresnel formula: r f ( f, ) Calculate foam emissivity e f Q = Volume of water Volume of mixture Q = 2 %
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Calculate rough sea emissivity e r e r = (A + B 2 ) U 10 TsTs Pandey and Kakar (1982) , -- known A, B -- given coefficients U 10 -- SSM/I T s -- AVHRR
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What else? n Analytical expressions; n Data (T B, U 10, V, L, T s, S ); n Preparation; n Error analysis; n Calculate W;
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Results n Emissivities
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All emissivities vs. T s
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All emissivities vs. V e = T B - T BU - t T BD - t 2 T CB t T s - t T BD - t 2 T CB
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All emissivities vs. V e = T B - T BU - t T BD - t 2 T CB t T s - t T BD - t 2 T CB
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All emissivities vs. V e = T B - T BU - t T BD - t 2 T CB t T s - t T BD - t 2 T CB
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All emissivities vs. V e = T B - T BU - t T BD - t 2 T CB t T s - t T BD - t 2 T CB
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Retrieved emissivities 27 March (86), 1998
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Restrictions for W estimation 2 – 10 % W < 0 e < e s + e r
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Results n Whitecap coverage
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W = 0 to 24% W = 3.16% 3.4% (Blanchard, 1963) Whitecap coverage 27 March (86), 1998
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Validation: W = 0 to 17% W = 1.43%
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Validation New method – Wind Formula
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The effect of T s n W as T s ; n as T s ;
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The effect of T s n Suppress at high latitudes; n Boosts at mid latitudes; Wind speed, U 10 (m s -1 ) Sea surface temperature, T s ( o C)
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Validation: in situ data
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Another hour to talk about n Database organization; n Regressions; n Modified formula; n Global distribution of sea-salt aerosols; n Estimations for climate processes.
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Questions
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