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OMI science meeting, Helsinki, 24-27 June 2008. Cloud trends from GOME, SCIAMACHY and OMI Ping Wang, Mark Kroon, Piet Stammes, Ronald van der A KNMI, De Bilt, the Netherlands. Overview. Importance of clouds Satellite instruments Method Global frequency distributions of cloud properties
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OMI science meeting, Helsinki, 24-27 June 2008 Cloud trends from GOME, SCIAMACHY and OMI Ping Wang, Mark Kroon, Piet Stammes, Ronald van der A KNMI, De Bilt, the Netherlands
Overview • Importance of clouds • Satellite instruments • Method • Global frequency distributions of cloud properties • Trends in global cloud properties • Conclusions
Importance of clouds for climate 1. Clouds dominate the radiative budget of the atmosphere: • Clouds contribute about 75 % to Earth’s albedo. • Height of clouds determines their temperature. 2. Clouds play a central role in the hydrological cycle. 3. Current understanding of clouds is limited: • Global climate models have to be validated with global observations of clouds.
Satellite spectrometers INSTRUMENT /SATELLITE SPECTRAL RANGE PIXEL SIZE GOME / ERS-2: 240 – 800 nm 320x40 km2 SCIAMACHY / Envisat: 240 – 2380 nm 60x30 km2 GOME-2 / Metop-A: 240 – 800 nm 80x40 km2 OMI/AURA: 270 – 500 nm 24x13 km2 Spectral resolution: 0.2 - 0.4 nm SCIA GOME/GOME-2 OMI Raman O2-O2 O2 A
O2 A-band simulation O2 A-band measurement Spectral resolution: 1 pm Spectral resolution: 0.4 nm
Cloud retrieval algorithm FRESCO Reality Retrieval model Ac = 0.8 pc ceff 1-ceff • Geometrical cloud fraction • Cloud optical thickness • Cloud top pressure • Cloud bottom pressure • Cloud phase • ……… ps, As • FRESCO algorithm produces: • Effective cloud fraction: ceff • Cloud pressure pc
Simulation of O2 cloud pressure Sneep et al. JGR 2008
O2 A-band cloud results compared to ISCCP data Data selection: GOME (FRESCO): 1996-2003 SCIAMACHY (FRESCO): 2003-2005ISCCP D2 data: 1996-2005 Area: 60° N – 60° STime: 10:OO hr local time Monthly averages
Comparison between GOME and ISCCP land ocean 1997 ISCCP 09:00
O2-O2 cloud fraction across track The larger ceff at the edges of the swath might contribute to the larger global mean ceff July 2007
O2-O2 ceff, Pc vs. lat. July 2007
Conclusions • O2 absorption provides unique height information about clouds, since visible light penetrates into clouds. • O2 methods are complementary to IR methods which give mostly the top of the cloud. • O2 cloud pressure has a clear bimodal distribution unlike ISCCP. • The global average O2 A-band cloud pressure has a clear seasonal dependence, which is missing in ISCCP. .OMI O2-O2 global averaged cloud pressure and effective cloud fraction show less seasonal variation than GOME and SCIA FRESCO cloud products.
Cloud pressure distributions from GOME land ocean Global mean, 1997
O2-O2 FRESCO comparison Maarten et al. 2008 • FRESCO+ cloud fraction and pressure monthly average, perhaps not all the data • Differences in the FRESCO and OMI cloud average. • Cloud effect on climate • ISCCP data new version? • How to explain the seasonal variation • Check the SZA dependence? • Make FRESCO cloud trend plot using excel ?