Using ADEOS/POLDER data to reduce angular variability of NOAA/AVHRR reflectances

Citation
I. Csiszar et al., Using ADEOS/POLDER data to reduce angular variability of NOAA/AVHRR reflectances, REMOT SEN E, 76(3), 2001, pp. 399-409
Citations number
18
Categorie Soggetti
Earth Sciences
Journal title
REMOTE SENSING OF ENVIRONMENT
ISSN journal
00344257 → ACNP
Volume
76
Issue
3
Year of publication
2001
Pages
399 - 409
Database
ISI
SICI code
0034-4257(200106)76:3<399:UADTRA>2.0.ZU;2-1
Abstract
Time series of National Oceanic and Atmospheric Administration (NOAA)/Advan ced Very High Resolution Radiometer (AVHRR) Global Area Coverage (GAC) data , collected daily over two 50-km targets during March-June 1997 in Hungary, were corrected for angular effects using coincident multiangle Polarizatio n and Directionality of the Earth's Reflectance (POLDER) Level-2 Land Surfa ce data products. The POLDER data used consisted of narrow-band 0.67- and 0 .765-mum reflectances corrected for ozone and water vapor absorption and Ra yleigh scattering effects. The AVHRR visible (0.55-0.75 mum) and near-IR (0 .68-1.05 mum) data were converted to reflectances, screened for clouds, and corrected for the same atmospheric effects as the POLDER data. Neither POL DER nor AVHRR data were collected for aerosol effects. POLDER reflectances were used to derive bidirectional reflectance distribution function (BRDF) for each 6-km(2) POLDER grid box. The BRDFs were normalized to the near-nad ir values at 45 degrees solar zenith angle, resulting in the anisotropic fa ctors, which were derived for each month for each grid box. Thus, seasonal variability of local anisotropy for each POLDER, grid box in the target are as was established. The anisotropic factors were then applied to the AVHRR/ GAC visible and near-IR reflectances mapped into the POLDER grid. The aniso tropy-corrected AVHRR reflectances exhibit less fluctuation than the origin al uncorrected values, thus, facilitating the interpretation of short-term variability in surface conditions. Application of the POLDER BRDFs to AVHRR data is especially advantageous for processing AVHRR temporal composites b ecause of the scarce angular statistics in the areas of frequent clouds, wh ich hampers derivation of BRDFs from AVHRR data itself. Assuming that the l ocal BRDF does not substantially vary from year to year, this approach coul d be extended to data from the growing seasons of other years. Ultimately, the multiyear time series could be corrected so that the variability, relat ed to angular effects, inherent to AVHRR time series, is reduced. The curre nt approach suggests a paradigm for a synergistic use of TERRA/EOS Multiang le Imaging SpectroRadiometer (MISR)/MODerate resolution Imaging Spectromete r (MODIS) data stream. (C) 2001 Elsevier Science Inc. All rights reserved.