Title :
Relative Height Accuracy Estimation Method for InSAR-Based DEMs
Author :
Gonzalez, Carolina ; Brautigam, Benjamin
Author_Institution :
Microwaves & Radar Inst., German Aerosp. Center (DLR), Wessling, Germany
Abstract :
Digital elevation models (DEMs) are of fundamental importance for a broad range of commercial and scientific applications. The relative height accuracy of the DEM is one of the most important quality parameters as it refers to the local differences among adjacent elevation values. A direct comparison against a reliable reference DEM is only possible for some single regions where an accurate model similar in resolution is already available. DEMs generated from interferometric synthetic aperture radar (InSAR) can be analyzed with respect to the relative height accuracy based on the data itself. This paper introduces a novel approach to estimate the relative height accuracy. The analysis is based on the well-known statistical characteristics of SAR interferograms and is designed as a specification check for global DEM generation. First results of evaluation of the relative height accuracy are presented for TanDEM-X data.
Keywords :
digital elevation models; radar interferometry; remote sensing by radar; statistical analysis; synthetic aperture radar; terrain mapping; InSAR-based DEM; SAR interferograms; TanDEM-X data; commercial applications; global digital elevation model generation; interferometric synthetic aperture radar; quality parameters; reference digital elevation models; relative height accuracy estimation method; scientific applications; specification check; statistical characteristics; Accuracy; Coherence; Digital elevation models; Estimation; Spaceborne radar; Synthetic aperture radar; Digital elevation models (DEMs); interferometric synthetic aperture radar (InSAR); relative height accuracy; relative height error;
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
DOI :
10.1109/JSTARS.2015.2474159