HR: 1340h
AN: A23A-0884 [Abstracts]
TI: A Study of Surface Directional Reflectance Properties To Enhance Aerosol Retrieval Capability
Over Land Using MISR Data
AU: * Martonchik, J
EM: John.V.martonchik@jpl.nasa.gov
AF: Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive,
Pasadena, CA 91109, United States
AU: Bull, M
EM: Michael.Bull@jpl.nasa.gov
AF: Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive,
Pasadena, CA 91109, United States
AU: Dang, V T
EM: Van.Dang@jpl.nasa.gov
AF: Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive,
Pasadena, CA 91109, United States
AB:
The nearly-simultaneous multiangle, multispectral,radiometrically calibrated imagery of the Multi-angle Imaging
SpectroRadiometer (MISR) has a nominal spatial resolution of 1.1 km and covers the globe in about 9 days.
Once the imagery is co-located and co-registered, an aerosol retrieval is performed, over both land and ocean,
using an aerosol model look-up database. The technique for aerosol retrieval over ocean is conventional,
namely assuming that measurements in the red and near-IR spectral bands are measurements of radiance
scattered only within the atmosphere. Over land, however, the radiance measurements generally are a
combination of atmosphereric and surface scattering events, the proportions
which vary with wavelength and usually are not known a priori. This makes
the retrieval of aersosls over land a much more intractable process. In fact any
retrieval of aerosol properties over land from space with a passive instrument
requires some constraints to be placed on the surface reflectance properties so
that atmospheric radiance can be effectively separated from surface reflected
radiance in the measurements. To facilitate the MISR standard aerosol retrieval
process over land, it is assumed that the surface directional reflectance at any
given location has the same (or very similar) angular form or shape in the
different spectral bands. There is some theoretical basis for this assumption,
especially when the surface spectral albedos have similar values, but an empirical verification in the context of
multiangle remote sensing data is necessary if further progress in aerosol retrieval quality over land is to be
made.
This poster presents some results of a study to test the surface directional
reflectance spectral similarity assumption. It focuses on MISR data taken over a number of AERONET
sunphotometer sites with different surface conditions, ranging from urban areas to forested regions, at a spatial
scale of 1.1 km. In contrast to MISR data alone, the AERONET data provide an independent and better contrained
determination of the aerosol properties at a site during the overpass, which then is used to correct the
associated MISR top-of atmosphere imagery for atmospheric effects, resulting in the best estimates of the
AERONET site surface spectral directional reflectance at 1.1 km resolution. To understand how the similarity of
the angular shape depends on spatial scale, the directional reflectance was retrieveded at a variety of spatial
resolutions, starting at 1.1 km pixel centered at the AERONET site and was systematically increased by pixel
averaging around the site to 17.6 km resolution, the spatial scale used by the current MISR operational aerosol
retrieval. A wide variety of AERONET sites were analyzed to provide information on how the degree of spectral
reflectance similarity may relate to surface type. Because MISR data has been available since early 2000 to the
present, seasonal and secular trends in surface reflectance variability also were investigated. The similarity
condition was quantified at each site by the use of various semi-empirical directional reflectance models which
allowed spectral albedo effects to be explicitly taken into account. It is expected that the results of this study will
improve the current capability of the MISR aerosol retrieval algorithm over land.
This work was performed at the Jet Propulsion Laboratory, California Institute ofTechnology under contract with
the National Aeronautics and Space Administration.
DE: 0305 Aerosols and particles (0345, 4801, 4906)
DE: 0360 Radiation: transmission and scattering
DE: 0933 Remote sensing
SC: Atmospheric Sciences [A]
MN: 2007 Fall Meeting