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About the Transferability of Topographic Correction Methods From Spaceborne to Airborne Optical Data

Authors :
Marius Vogtli
Daniel Schlapfer
Rudolf Richter
Andreas Hueni
Michael E. Schaepman
Mathias Kneubuhler
Source :
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 1348-1362 (2021)
Publication Year :
2021
Publisher :
IEEE, 2021.

Abstract

In rugged terrain, topography substantially influences the illumination and observation geometry, and thus, the bidirectional reflectance distribution function (BRDF) of a surface. While this problem has been known and investigated for spaceborne optical data since the 1980s, it has led to several well-known topographic correction methods. To date, the methods developed for spaceborne data were equivalently applied to airborne data with distinctly higher spatial resolution, illumination/observation angle configurations and finally (instantaneous) field of view (FOV). On the one hand, this article evaluates, whether such a transfer of methods from spaceborne to airborne acquisitions is reasonable. On the other hand, a new Lambertian/statistical-empirical correction method is introduced. While in the spaceborne case the Modified Minnaert (MM) and the Statistical-Empirical (SE) methods performed best, MM led to the statistically and visually best compromise for the airborne data. Our results suggest further that with a higher spatial resolution various effects come into play (FOV widening; changing the fraction of geometric, volumetric and isotropic scattering, etc.), compromising previously successful methods, such as the SE method.

Details

Language :
English
ISSN :
21511535
Volume :
14
Database :
Directory of Open Access Journals
Journal :
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Publication Type :
Academic Journal
Accession number :
edsdoj.bb67bc32ac9f4f8681d565c15c636577
Document Type :
article
Full Text :
https://doi.org/10.1109/JSTARS.2020.3039327