Published August 2016 | Version public
Journal Article

Radiometric Correction of Airborne Radar Images Over Forested Terrain With Topography

  • 1. ROR icon Jet Propulsion Lab
  • 2. ROR icon California Institute of Technology

Abstract

Radiometric correction of radar images is essential to produce accurate estimates of biophysical parameters related to forest structure and biomass. We present a new algorithm to correct radiometry for 1) terrain topography and 2) variations of canopy reflectivity with viewing and tree-terrain geometry. This algorithm is applicable to radar images spanning a wide range of incidence angles over terrain with significant topography and can also take into account aircraft attitude, antenna steering angle, and target geometry. The approach includes elements of both homomorphic and heteromorphic terrain corrections to correct for topographic effects and is followed by an additional radiometric correction to compensate for variations of canopy reflectivity with viewing and tree-terrain geometry. The latter correction is based on lookup tables and enables derivation of biophysical parameters irrespective of viewing geometry and terrain topography. We evaluate the performance of the new algorithm with airborne radar data and show that it performs better than classical homomorphic methods followed by cosine-based corrections.

Additional Information

© 2016 IEEE. Manuscript received May 24, 2015; revised August 14, 2015, November 5, 2015, and February 11, 2016; accepted March 8, 2016. Date of publication April 5, 2016; date of current version June 1, 2016. This work was carried out at the Jet Propulsion Laboratory, California Institute of Technology, under a contract with the National Aeronautics and Space Administration (NASA). This work was supported by NASA's Terrestrial Ecology Program (WBS 281945.02.61.03.26).

Additional details

Identifiers

Eprint ID
70950
DOI
10.1109/TGRS.2016.2543142
Resolver ID
CaltechAUTHORS:20161007-103048216

Related works

Funding

NASA/JPL/Caltech
NASA
WBS 281945.02.61.03.26

Dates

Created
2016-10-12
Created from EPrint's datestamp field
Updated
2021-11-11
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