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This presentation discusses the use of OMI, CALIOP, and AIRS observations in the OMAERUV aerosol retrieval algorithm. It includes assessments of aerosol optical depth (AOD), single-scattering albedo (SSA), and aerosol absorption optical depth above clouds. The results show good agreement with ground-based and satellite observations, highlighting the long-term stability of the OMI sensor.
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The first decade OMI Near UV aerosol observations: • An A-train algorithm • Assessment of AOD and SSA • The long-term OMAERUV record • Omar Torres, Changwoo Ahn, Hiren Jehva • NASA,GSFC/SSAI/GESTAR-USRA • The 18th OMI Science Team Meeting • De Bilt, Holland • March 11-13, 2014
Combined use of OMI, CALIOP and AIRS observations in OMAERUV Aerosol Retrieval OMAERUV uses a CALIOP-based Aerosol Layer Height Climatology and real-time AIRS carbon monoxide data for aerosol type identification [Torres et al., 2013] AOD June 2007 Monthly average CALIOP OMI AIRS Without CO With CO The combined use of AI and CO allows the identification of smoke layers over arid areas. AIRS CO allows the identification of heavy aerosol loads over China, and other regions, otherwise undistinguishable from cloud contamination. - Torres, O., C. Ahn, and Z. Chen, Improvements to the OMI Near UV aerosol algorithm using A-train CALIOP and AIRS observations, Atmos. Meas. Tech., 6, 3257-3270, 2013
Global Validation of OMAERUV Aerosol Optical Depth OMI 388 nm AOD retrievals were compared to AERONET observations at 44 sites representative of the most commonly observed aerosol types: desert dust, carbonaceous, and urban-industrial particulate. Ahn, C., O. Torres, and H. Jethva, Assessment of OMI Near UV Aerosol Optical Depth over land, JG R, accepted, 2014
OMAERUV AOD validation: Comparison at representative locations Desert DustCarbonaceous Aerosols Urban Industrial Aerosols
OMAERUV AOD Validation: The Global Picture Number of pairs per 0.02 AOD bin. Maximum pair density (50 to 110) shown in pink.
OMAERUV AOD Validation: The long-term record at selected sites GSFC Alta Floresta Dakar Aerosol Optical Depth IER_Cinzana Xiang He OMAERUV AERONET Long-term OMAERUV and AERONET AOD records shows no obvious trends
OMAERUV AOD Validation: The long-term sensor stability The lack of temporal trend highlights OMI sensor long-term stability
How does OMAERUV perform in relation to other algorithms? OMAERUV MISR MODIS-DB OMAERO Simultaneous comparison to AERONET in arid & semi-arid environments
Comparison of OMAERUV Single Scattering Albedo to AERONET Observations Unadjusted for wavelength difference Adjusted for wavelength difference • Jethva, H., O. Torres, and C. Ahn, Global Assessment of OMI Aerosol single-scattering albedo in relation to Ground-based AERONET Inversion, J. Geophys. Res., submitted, 2014
OMAERUV SSA assessment: Comparison at selected AERONET sites
OMAERUV SSA assessment: Summary of results SSA difference decreases with aerosol optical depth SSA difference decreases rapidly with AI, close to zero for AI >2.0
OMAERUV SSA evaluation using SKYNET observations (new results!) SKYNET is a Japanese sky radiometer network (Chiba University) that uses sky-radiance measurements to derive aerosol particle size and optical properties (similar to AERONET). Aerosol absorption properties are derived at 340, 380, 400, 500, 670, 1020 nm. Observing sites in Japan, China, Thailand, Mongolia, South Korea, India, Europe.
OMAERUV – SKYNET SSA COMPARISON (2006-2008) Preliminary comparison results are encouraging
Nine-year Global record of OMI Aerosol Absorption Optical Depth
OMI Retrieval of Aerosols above clouds: Multi-sensor comparison Jethva, H., O. Torres, F. Waquet, D. Chand, and Y. Hu., How do A-train sensors inter-compare in the retrieval of above cloud aerosol optical depth? A case study assessment, Geophys. Res, Lett., 41, 186-192, 2014
Concluding Remarks OMAERUV AOD/SSA products have been evaluated by comparison to independent ground-based and satellite observations. On average 65% of evaluated AOD results agree with AERONET within 0.1 or 30%, yielding 0.81 corr. coef., 0.1 y-intercept, and rms 0.16 OMI retrieved SSA is quantitatively consistent with AERONET and SKYNET ground based observations. The correlative analysis with ground-based observations over the OMI sensor lifetime shows remarkable longterm stability. Future work includes the combined use of Aqua-MODIS and OMI for improved cloud contamination screening.