Data Filtering and Assimilation of Satellite Derived Aerosol Optical Depth

Award Information
Agency:
National Aeronautics and Space Administration
Branch
n/a
Amount:
$99,502.00
Award Year:
2009
Program:
SBIR
Phase:
Phase I
Contract:
NNX09CF27P
Agency Tracking Number:
084329
Solicitation Year:
2008
Solicitation Topic Code:
S6.03
Solicitation Number:
n/a
Small Business Information
Tech-X Corporation
5621 Arapahoe Avenue, Suite A, Boulder, CO, 80303-1379
Hubzone Owned:
N
Socially and Economically Disadvantaged:
N
Woman Owned:
N
Duns:
806486692
Principal Investigator:
David Fillmore
Principal Investigator
(303) 996-2024
fillmore@txcorp.com
Business Contact:
Leslie Rosczyk
Business Official
(720) 974-1855
lwr@txcorp.com
Research Institution:
n/a
Abstract
Satellite observations of the Earth often contain excessive noise and extensive data voids. Aerosol measurements, for instance, are obscured and contaminated by clouds, possible only on the sunlit side of the globe, and difficult over bright land areas. We propose to explore new filtering and data assimilation techniques for satellite derived aerosol optical depth based on the directional spherical wavelet transform. Initially we will focus specifically on aerosol measurements from the Moderate Resolution Imaging Spectroradiometer (MODIS) instruments flying on the Terra and Aqua satellites. In Phase I we will prototype a spherical wavelet filter and assess its ability to smooth aerosol fields and interpolate into data voids. The smoothed fields will be tested against surface network observations of aerosol optical depth. Further, we will build an interface to the Data Assimilation Research Testbed (DART) coupled to the Community Atmosphere Model (CAM) 4. Phase II will employ the wavelet filter and assimilation system to produce aerosol datasets for application in Earth radiation budget observations and atmospheric correction methods.

* information listed above is at the time of submission.

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