530 likes | 680 Views
SEMIANALYTICAL CLOUD RETRIEVAL ALGORITHM AND ITS APPLICATION TO DATA FROM MULTIPLE OPTICAL INSTRUMENTS ON SPACEBORNE PLATFORMS: SCIAMACHY, MERIS, MODIS, SeaWiFS AND GOME Alexander A. Kokhanovsky, Vladimir V. Rozanov Wolfgang von Hoyningen-Huene, John P. Burrows
E N D
SEMIANALYTICAL CLOUD RETRIEVAL ALGORITHM AND ITS APPLICATION TO DATA FROM MULTIPLE OPTICAL INSTRUMENTS ON SPACEBORNE PLATFORMS: SCIAMACHY, MERIS, MODIS, SeaWiFS AND GOME Alexander A. Kokhanovsky, Vladimir V. Rozanov Wolfgang von Hoyningen-Huene, John P. Burrows Institute of Remote Sensing, Bremen University P. O. Box 330440 Bremen, Germany alexk@iup.physik.uni-bremen.de
PARAMETERS to be retrieved: 1. Cloud optical thickness /5-100/ 2. Cloud top height /0.5-10km/ 3. Cloud cover /0-1/ 4. Cloud albedo/0.3-0.8/ 5. Liquid water path /50-200 / 6. Thermodynamic phase /ice, water or mixed clouds/ 7. Average size of droplets/crystals
PHYSICAL BASIS • Bi-spectral measurement of TOA reflectance to get cloud optical thickness (visible), cloud droplet radius (IR) • Spectrally resolved measurements (approximately, 50 spectral points in the oxygen A-band 758-772nm) to get CTH, CBH • The ratio R(1550)/R(1670) for the ice/water cloud discrimination
ALGORITHM Exponential approximation
Table 1. Characteristics of selected space instruments, related to measurements of the backscattered light in the oxygen A-band (7550-7750 ). Instrument Platform Year Spectral interval, Spectral resolution, Spatial resolution, km2 GOME ERS-2 1995 5760-7940 3.3 40*320 SCIAMACHY ENVISAT 2002 6040-8050 4.8 30*60 MERIS ENVISAT 2002 7600 25 0.3*0.3 or 1.1*1.1 GLI ADEOS-II 2002 7630 80 0.25*0.25 and 1.0*1.0 POLDER ADEOS-II 2002 7633 7651 100 400 6.0*7.0
Cloud top height determination from SCIAMACHY Typical SCIAMACHY spectra in the oxygen A-band
16.09.2004 WWW.IUP.PHYSIK.UNI-BREMEN.DE
VALIDATION MULTIPLE TECHNIQUES
1. NADIR LIMB 1050nm/750nm
6KM 2. RADAR
Cloud top height determination from GOME data using oxygen A-band information as compared to ATSR-2 IR retrievals (ERS-2 satellite) 3. GOME FRESCO: TOO LOW CLOUDS
442nm 4. MERIS
5. MODIS: effective radius MODIS MODIS SACURA GLI 3750nm 1640nm
CHARLEY, 12.08.2004, 15:50 CUBA TERRA 15 people killed 14 billion USD
CONCLUSION • SACURA has great potentials in cloud remote sensing
AcknowledgementsK. Bramstedt, M. BuchwitzR. de Beek, K.-U. EichmannW. Lotz, T. Nauss S. Noel, A. Rozanov H. Schroeter, M. VountasEuropean Space Agency DLR(grant 50EE0027)and NASA
The retrieval techniques 1: The look-up-table approach cloud surface
Optical characteristics of clouds Trishchenko and Liu, 2001 Kokhanovsky, 2003 ISCCP data Surface observations Number of cases Optical thickness
The physics behind the semi-analytical approach Sun Satellite 1 2
Cloud top height determination from a satellite The geometry of the problem
Cloud top height determination from a satellite The accuracy of the forward model Nadir observation, solar zenith angle – 20 degrees Cloud optical thickness –20.
Cloud top height determination from a satellite The accuracy of the forward model
Cloud top height determination from a satellite The physical principle behind the retrieval
Cloud geometrical thickness determination from a satellite Preliminary results !
Table 1. Characteristics of selected space instruments, related to measurements of the backscattered light in the oxygen A-band (7550-7750 ). Instrument Platform Year Spectral interval, Spectral resolution, Spatial resolution, km2 GOME ERS-2 1995 5760-7940 3.3 40*320 SCIAMACHY ENVISAT 2002 6040-8050 4.8 30*60 MERIS ENVISAT 2002 7600 25 0.3*0.3 or 1.1*1.1 GLI ADEOS-II 2002 7630 80 0.25*0.25 and 1.0*1.0 POLDER ADEOS-II 2002 7633 7651 100 400 6.0*7.0
Cloud top height determination from SCIAMACHY Typical SCIAMACHY spectra in the oxygen A-band
Cloud top height determination from GOME data using oxygen A-band information as compared to ATSR-2 IR retrievals (ERS-2 satellite)