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1 3. Transfer equation (放射伝達方程式) Extraterrestrial irradiance Solar insolation Transfer of radiation 2 Upwelling radiance L- F0 TOA Emission Atmosphere () Scattering volume Airmass Absorption Attenuated direct () flux Lg - E(T) Downwelling radiance F L+ Water/Ice body Earth’s surface Soil/Plant canopy Radiation budget () of the atmosphere 3 (102) (175) (26) 198 (385) (345) BSRN (A. Ohmura) IPCC-AR4 (2007) The radiation transfer equation 4 Optical thickness: d= -edz Single scattering albedo: = s/e Scattering angle: dL() = edxL() + sdx P(, )L( )d + adxB(T ) Extinction 4 Scattering J Emission Source dx L-edxL d L adxL 5 Radiative transfer equation for a plane parallel atmosphere Optical thickness: d= -edz Single scattering albedo: = s/e Scattering angle: d= dz/μ 2 dL( , μ, ) μ = L( , μ, ) + d μ d P( μ, μ , )L( , μ , ) + (1 )B(T ) d 1 0 1 μ = cos z (e) = (sin cos , sin sin , cos ) L cos = = cos cos + sin sin cos( ) = μμ + 1 μ 2 1 μ 2 cos( ) y x 6 4. Transfer of Thermal Radiation 7 Transfer of thermal radiation =0 for > 4 m in cases other than cloudy atmosphere TOA radiance and black body radiances at various temperature(Goody and Yung, 1989 ) ±μ dL ± ( , μ, ) = L ± ( , μ, ) + B(T ) d L (0) = [ s B(Ts ) + (1 s )F ( s ) / ]e + s / μ s + B(T (t))et / μ dt / μ 0 s L+ (0) = B(T (t))e( s t )/ μ dt / μ 0 L 0 B(T) dt sB(Ts) s 8 Remote sensing of temperature Weighting function s s 0 0 =k Lpath B(T (t))et / μ dt / μ = B(T )W (P)dP dP dt = a(T )dz = a(T ) g M n M P PV = nRT , = air = air V RT N CN air CN air P CN A P a=k =k =k =k V V nRT RT a CN A P RT dt = dP = k dP = PdP g RT M air Pg = k̂ CN A CN A k̂ , if k = k̂P P M air gP M air g p t = PdP 0 P2 , if = const 2 W (P) = e P /2 P CN A CNA kˆ MairgP M airg = 1, 2, 3, 5, 10 P 2 Pmax = 1 / , Wmax = e 1/2 W Tiros Operational Vertical Sounder/HIRS Remote sensing of temperature profile Use of infrared radiance spctrum 9 10 High resolution spctrum Gas absorption line and band E = E e + Ev + E r + Et Water vapor: 0.7, 0.8, 0.9, 1.1, 1.4, 1.9, 2.7, 6.3, rotation CO2 :2.0, 2.7, 4.3, 15 O3 :UV, 0.76, 9.6, 14 p T0 n L ( p, T ) = L ( p 0, T 0 ) p ( ) 0 T f (0) f (0)/2 0 + 11 12 Polar clouds over snow (3.7m)- (10m) Cirrus (10m)- (11m) Yamanouchi et al. (JMSJ1987) 13 14 15 5. Radiative Transfer in Optically Thin Atmospheres Solar radiation transfer(B=0) in the Clear sky atmosphere (Optically thin atmosphere)- Direct radiation 2 dL( , μ, ) μ = L( , μ, ) + d μ d P( μ, μ , )L( , μ , ) d 1 0 1 L = L(0) ( 0 ) + L(1) ( 1 ) + L(2) ( 2 ) + ... Non scattering, single scattering, multiple scattering dL(0) ( , μ, ) μ = L(0) ( , μ, ) d L(0) ( , ) = F0 e / μ0 ( 0 ) ( 0 ) L0 ( , ) = F0 ( 0 ) ( 0 ) 16 Solar radiation transfer in the Clear sky atmosphere (Optically thin atmosphere)- Single scattering radiation 17 L(0) ( , , ) = e / μ F0 ( 0 ) ( 0 ) dL(1) ( , , ) μ = L(1) ( , , ) + d μ d P( μ, μ , )L(0) ( , , ) d 1 1 1 1 = L(1) ( , , ) + P( μ, μ0 , 0 )e / μ0 F0 μ dL( , μ, ) = L( , μ, ) + J( , μ, ) d L( , μ, ) = L( 0 , μ, )e + Z F0 0 ( 0 )/ μ t 1 J(t, μ, )e( t )/ μ dt μ 0 P() F t+dt L(, ) Solar radiation transfer in the Clear sky atmosphere (Optically thin atmosphere)- Single scattering radiation L( , μ, ) = L( 0 , μ, )e ( 0 )/ μ 1 + J(t, μ, )e( t )/ μ dt μ 0 J( , μ, ) = P( μ, μ0 , 0 )e / μ0 F0 e / μ0 e / μ L1 ( , + μ, ) = F0 P(+ μ, μ0 , 0 ) 1 μ / μ0 L1 (0, μ, ) = L( 0 , μ, )e ( 0 )/ μ 1 e (1/ μ +1/ μ0 ) + F0 P( μ, μ0 , 0 ) 1 + μ / μ0 << 1 2nd term 1 F0 P(± μ, μ0 , 0 ) μ 18 19 Thin atmospheres Molecules and aerosols in the shortwave region 2 wavelength problem (color ratio) μ > 0, L P()F0 μ μ < 0, L P()F0 + Lg , = P() + Ag μ μ μ0 2 2 2 P2 () 2 = ( 2 ) 1 1 1P1 () 1 1 Reciprocity principle F0 Lg P() F Comparison of Aerosol optical thickness (AOT) from MIROC-GCM and two satellites (GLI and MODIS) (Nakajima and Schulz, 2009). April 2003 L(, ) MIROC+SPRINTARS ADEOS-II/GLI (Fukuda) TERRA/MODIS (NASA/GSFC) AOT 20 21 9) Atmospheric correction and Land PAR Only Rayleigh correction 22 After the 380nm correction •By using GLI 380nm channel, we can estimate aerosol scattering. Courtesy: H.Murakami (JAXA) Global monitoring and simulation of aerosols Model underestimation of AOT 23 Nakajima and Schulz (FIAS2008) 24 ADEOS-II/GLI products April 2003 (Spring) San Francisco 250m ocean GLI 250m RGB: 22/21/202003.5. 26 Snow grain size Snow surface tempearture 25 Angular scattering cross section )4!/(&'1,$00#(01/(!21(-,9:L(μ, μ0, -0) (/$"10-* /(// #( ,"$:;F0 " 11$/(,&.' 0$%2,"1(-,9:P() P( + )F0 μ P( + ) = sdzP( + ) = Csca NdzP( + ) L , = P( + ) = drn(r) r 2Qsca ( , , m) 0 n(r) P( + ), Qsca ( , m) dV 4 r 4 v(ln r) = n(r) d ln r 3 2 r ,3$/0(-,./-!*$+-%0(5$#(01/(!21(-, 8679: 26 Dubovik et al. (2002) Early 80s situation 27 Heavy Manual Difficult data analysis 28 SKYNET Sky radiometers IMD in New Delhi, March, 2006, Kazuma AOKI 29 Angular integrations of the phase function Legendre polynomial expansion Asymmetry factor g: 0 (isotropic), 0.6-0.7 (aerosols), and 0.8-0.85 (clouds) Forward and backward scattering fractions Up and down scatter fractions 1 1 P(cos) = (2n + 1)gn Pn (cos) (1 + 3g cos) 4 n = 0 4 cos ± = ± μμ0 + (1 μ )(1 μ ) cos( 0 ) 2 2 0 F0 2 1 0 d cos dP(cos) = 1 1 0 1 2 1 0 b d cos d cosP(cos) = g 1 2 ± ( μ0 ) = d μ dP(cos ± ) = 0 0 1 2 0 0 f = d cos dP(cos) = b = 1 f f 1 3 (1 ± gμ0 ) 2 2 P() 1 3 (1 + g) 2 2 g > 0.7 f > 1, b < 0! Flux transmissivity and reflectivity + 30 Unidirectional flux transmissivity: t(μ0) Unidirectional flux reflectance: r(μ0) Spherical reflectance: <r> μ = cos , μ0 = cos 0 m = 1 / μ , m0 = 1 / μ 0 (m + m0 ) << 1 L e m0 ( μ μ0 ) ( 0 )F0 + mP(+ μ, μ0 , 0 )F0 1 t( μ0 ) = μ0 F0 =e m0 2 1 0 0 d d μμ L(μ, μ , ) 0 2 1 0 0 0 + m0 d d μ P() = e m0 + m0 + ( μ0 ) = 1 m0 [1 + ( μ0 )] r( μ0 ) = m0 ( μ0 ) 1 2 0 0 ± ( μ0 ) = d μ dP(cos ± ) = 1 3 (1 ± gμ0 ) 2 2 31 Radiative energy budget 3 1 (1 + gμ0 )] 2 2 3 1 r( μ0 ) = m0 (1 gμ0 ) 2 2 3 3 1 1 t + r = 1 m0 [1 (1 + gμ0 )] + m0 (1 gμ0 ) 2 2 2 2 = 1 m0 (1 ) t( μ0 ) = 1 m0 [1 t +r+a =1 32 Spherical albedo (Planetary albedo) 1 2 1 2 1 2 0 0 0 0 0 0 r = d μ0 d0 r( μ0 )μ0 F0 / d μ0 d0 μ0 F0 = d μ0 d0 ( μ0 ) / 1 = d μ0 (1 0 3 3 1 1 gμ0 ) = 2 (1 g) = r( ) 2 4 2 2 33 Atmosphere-Earth’s surface problem Principle of reciprocity L = mP( μ, μ0 , 0 )F0 + 1 t ( μ )A(1 rA)1 t + ( μ0 )μ0 F0 L = mm0 P( ) + t( μ )A(1 + rA)t( μ0 ) μ0 F0 1 t( μ0 ) = 1 tˆ( μ0 ) , r = r̂( ) 2 3 3 1 1 tˆ( μ0 ) m0 [1 (1 + gμ0 )], r̂( μ0 ) m0 (1 gμ0 ) 2 2 2 2 1 mm0 P( ) + A [tˆ( μ ) + tˆ( μ0 ) r̂( )A]A 2 = 34 Reflected radiation from a thin atmospheres (Detailed) Neutral reflectance: deriving d = mm0 P( ) [tˆ( μ ) + tˆ( μ0 ) r̂A]A = 0 d A << 1 mm P(cos ) An = 0 t ( μ ) + t ( μ0 ) 35 Equation for the planetary albedo Averaged radiation field for the planet S (global average) 4 S = (daytime average) 2 QSW = a 2 S 36 Earth’s reflectance in the clear sky condition Flux reflectance Planetary albedo mm0 P( ) + t( μ )t( μ0 )Ag rAL ( μ0 ) Fref μ0 F0 1 2 0 0 = d μμ d[mm0 P( ) + 1 t( μ )t( μ0 )Ag ] 1 rAL ( μ0 ) = r( μ0 ) + t( )t( μ0 )Ag 2 dS = 2 rE sin 0 rE d 0 = 2 rE2 d μ0 dSr AL rP = 2 ( μ0 )μ0 F0 rE2 F0 1 1 = 2 d μ0 r( μ0 )μ0 = rAL ( ) 2 0 rE Latitude 37 Shortwave radiative forcing of aerosols 1 t( μ0 ) = 1 tˆ( μ0 ) , r = r̂( ) 2 3 3 1 1 tˆ( μ0 ) m0 [1 (1 + gμ0 )], r̂( μ0 ) m0 (1 gμ0 ) 2 2 2 2 1 mm0 P( ) + A [tˆ( μ ) + tˆ( μ0 ) r̂( )A]A 2 1 A 0.07 rP = r̂( μ0 ) + A 2tˆ( μ0 )A , μ0 = & % 2 "$#'!' rP {r̂( μ0 ) 2tˆ( μ0 )A} = 1 tˆ( μ0 ) = r̂( μ0 ) g gamtau n Tu A ARF rP r̂( μ0 )(1 2A) Charlson et al. (1992) FS = (1 n)rp rE2 / 4 rE2 = 2(1 n)tu 2 (1 A)2 ( μ0 ) Q F Q = 0 , = 0.04, FS = 1.3W / m 2 4 0.60 0.28 0.04 0.60 0.76 0.15 -1.26 38 39 References Charlson, R. J., S. E. Schwartz, J. M. Hales, R. D. Cess, J. A. Coakley, Jr., J. E. Hansen, and D. J. Hofmann, 1992: Climate forcing by anthropogenic aerosols. Science, 255, 423-430. Dubovik, O., et al., 2002: Variability of absorption and optical properties of key aerosol types observed in worldwide locations. J. Atmos. Sci., 59, 590-608. Takemura, T., T. Nozawa, S. Emori, T.Y. Nakajima, and T. Nakajima, 2005: Simulation of climate response to aerosol direct and indirect effects with aerosol transport-radiation model. J. Geophys. Res., doi:10.1029/2004JD005029. Tanaka, M., T. Takamura and T. Nakajima, 1983: Refractive index and size distribution of aerosols as estimated from light scattering measurements. J. Climate Appl. Meteor., 22, 1253-1261.