Next Article in Journal
Advanced Machine Learning and Big Data Analytics in Remote Sensing for Natural Hazards Management
Previous Article in Journal
Quantifying Understory and Overstory Vegetation Cover Using UAV-Based RGB Imagery in Forest Plantation
Open AccessArticle

A Covariance-Based Approach to Merging InSAR and GNSS Displacement Rate Measurements

Remote Sensing Technology Institute German Aerospace Center (DLR) Münchenerstraße 20, 82234 Weßling, Germany
Author to whom correspondence should be addressed.
Remote Sens. 2020, 12(2), 300;
Received: 4 December 2019 / Revised: 1 January 2020 / Accepted: 2 January 2020 / Published: 16 January 2020
(This article belongs to the Special Issue Ground Deformation Patterns Detection by InSAR and GNSS Techniques)
This paper deals with the integration of deformation rates derived from Synthetic Aperture Radar Interferometry (InSAR) and Global Navigation Satellite System (GNSS) data. The proposed approach relies on knowledge of the variance/covariance of both InSAR and GNSS measurements so that they may be combined accounting for the spectral properties of their errors, hence preserving all spatial frequencies of the deformation detected by the two techniques. The variance/covariance description of the output product is also provided. A performance analysis is carried out on realistic simulated scenarios in order to show the boundaries of the technique. The proposed approach is finally applied to real data. Five Sentinel-1A/B stacks acquired over two different areas of interest are processed and discussed. The first example is a merged deformation map of the northern part of the Netherlands for both ascending and descending geometries. The second example shows the deformation at the junction between the North and East Anatolian Fault using three consecutive descending stacks. View Full-Text
Keywords: InSAR; GNSS; deformation InSAR; GNSS; deformation
Show Figures

Graphical abstract

MDPI and ACS Style

Parizzi, A.; Rodriguez Gonzalez, F.; Brcic, R. A Covariance-Based Approach to Merging InSAR and GNSS Displacement Rate Measurements. Remote Sens. 2020, 12, 300.

Show more citation formats Show less citations formats
Note that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.

Article Access Map by Country/Region

Back to TopTop