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Whitecaps, sea-salt aerosols, and climate Magdalena D. Anguelova Physical Oceanography Dissertation Symposium College of Marine Studies, University of Delaware June 17-21, 2002 Breckenridge, Colorado
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What? Outline How? Why? n Work n Background n Results
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Aerosol effects IPCC, 2001
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n Assessment: Effect of anthropogenic aerosols = Effect of all aerosols – Effect of natural aerosols Aerosol radiative forcing n Defined as… natural
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Background atmosphere n Natural aerosols; n Baseline of an unperturbed atmosphere.
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Background baseline Sea-salt aerosols are the dominant aerosol species in background atmosphere. Sea-salt aerosols n Natural aerosols; n Baseline of an unperturbed atmosphere.
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Formation of sea-salt aerosols n Sea spray; n Droplet sizes: 0.5-500 m; < 20 m; n Sea-salt aerosols : Phase state; Sizes: 0.025 to 20 m.
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Climate effects of sea-salt aerosols n Direct effect n Indirect effect: n Halogen chemistry: -- cooling. Dominate the activation of CCN; Compete with SO 4 2- aerosols. Reactive Cl and Br; Tropospheric O 3 : Sink of S.
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Sea-salt aerosol effects must be accounted for in climate models. Motivation
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Modeling sea-salt aerosols n Generation; n Transport; n Diffusion and convection; n Chemical and physical transformations: in clear air; in clouds; below clouds; n Wet and dry deposition. Generation
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Rate of production of sea spray per unit area per increment of droplet radius, r (s -1 m -2 m -1 ). Sea spray generation function Explicit forms for 4 size regions covering 1.6 to 500 m range. Andreas (2001) (Monahan and O’Muircheartaigh, 1980) Best
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Improved generation function? r 0 1.6 m Measurements 0.1 W(U 10, T, T s, S, f, d, C ) (Monahan and O’Muircheartaigh, 1986) ), C ), T, T s, S, f, d, C ), C ), Ts, Ts, S, S, f, d, d Whitecap coverage
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Need for a database W (U 10, T, T s, S, f, d, C ) 1 2 3 4 5 6 7 9 10 11 12 13 14 15 16
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Need of a database W (U 10, T, T s, S, f, d, C ) 1 2 3 4 5 6 7 9 10 11 12 13 14 15 16 307 points 477 points New method
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Outline n Work n Background n Results
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n Ocean emissivity is composite e Method concept e as W n Emissivity of foam-free ocean is low. n Emissivity of foam-covered ocean is high. e – e s – e r e f – e s – e r W = = (e s + e r )(1-W ) + W e f
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The task: calculate emissivities Composite emissivity e : Specular emissivity e s : Foam emissivity e f : Roughness correction e r : Radiative transfer equation Fresnel formula, Debye equation Fresnel formula, empirical relation Empirical relation T B, V, L T s, S U 10, T s SSM/I AVHRR NOAA SSM/I AVHRR
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Valid estimation of W W < 0 e < e s + e r 2 – 10 %
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Error of W
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Method accuracy Relative error, W /W (%) Count
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Whitecap coverage 27 March 1998
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Validation with in situ data
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n Magnitude; n Trend: Suppression at high winds; Enhancement at moderate winds. n Variability!
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Outline n Work n Background n Results
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Database Use: Investigate spatial and temporal characteristics of global whitecap coverage; Evaluate whitecap contribution to climate processes. Parameterize effects of additional factors on whitecaps; n Content: Daily and monthly estimates of W and W for the entire 1998; Collocated measurements of U 10, T s, S ;
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Spatial distribution n Same magnitude; n Different spatial features: More uniform; 3% instead of 1%. March 1998 W U 10 3
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Effects of additional factors Wind speed, U 10 (m s -1 ) Sea surface temperature, T s ( o C) n Wind fetch and duration; Surface-active material. March 1998
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Ocean surface albedo n Natural climate agent; n Average: 0.11 W m -2 ; n Anthropogenic agents: Stratospheric ozone ( 0.18 W m -2 ) Biomass burning ( 0.21 W m -2 ) Land use ( 0.22 W m -2 ) Radiative flux changes, F (W m ‑ 2 )
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CO 2 transfer velocity n 5 – 150 cm h -1 ; n Average: 56.8 cm h -1 ; n Tropics are source of CO 2 ; n Southern Ocean is sink of CO 2. CO 2 transfer velocity, k CO2 (cm h ‑ 2 ) Flux = k CO2 C
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Improved generation function? r 0 1.6 m Measurements 0.1 W(U 10 ) (Monahan and O’Muircheartaigh, 1986) W(U 10, T, T s, S, f, d, C )
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Modified generation function Assimilating new method estimates Andreas, 2001 Monahan et al., 1986 Future work mm mm mm
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Sea-salt aerosol loading n Magnitude; n Weak wind dependence; T s in places with U 10 = 10 m s -1 Sea surface temperature, T s o C T s in places with U 10 = 15 m s -1
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Haywood et al., 1999 Model - Experiment Spatial distribution of sea-salt 1 10 5 4 10 5 7 10 5 1 10 6 Number flux, dF/dr 0 (# m -1 m -2 s -1 ) Direct effect: 15 W m -2
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Conclusions n Whitecap coverage estimation n Whitecap coverage database n Generation of sea-salt aerosols
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