Using GNSS Phase Observation Residuals and Wavelet Analysis to Detect Earthquakes
Open Access
- 1 December 2023
- journal article
- research article
- Published by Walter de Gruyter GmbH in Artificial Satellites
- Vol. 58 (4) , 341-354
Abstract
Global Navigation Satellite Systems (GNSSs) are one of the techniques that can be used for the deformation monitoring caused by earthquakes. GNSSs enable the monitoring of specific areas affected by earthquakes in real-time and post-processing modes. This paper provides a novel method for the short-term displacement detection based on the phase residuals of GNSS observations. The study examines a natural earthquake from October 26, 2016, in Italy with Mw 6.1. In the proposed methodology, the residuals of the GNSS phase observations are derived using Precise Point Positioning. Then, residuals are transformed to the frequency domain using a wavelet transform, and the earthquake moment is identified using the anomalies detected in the scalogram, which do not appear in stable conditions. The described methodology allows for detecting the starting and ending moments of the earthquake. The methods described detected that the moment of the earthquake is visible in the residues 8 seconds after the seismic catalog time. The conducted experiments show that the use of signal analysis tools allows it to properly detect the ground vibrations in the residuals of GNSS phase observations and thus confirms the registration of ground vibrations in satellite observation data recorded by a GNSS receiver.Keywords
This publication has 39 references indexed in Scilit:
- Real-Time Coseismic Velocity and Displacements Retrieving and De-Noising Process by High-Rate GNSSLecture Notes in Electrical Engineering, 2013
- Real-time GPS seismology with a stand-alone receiver: A preliminary feasibility demonstrationJournal of Geophysical Research, 2011
- Very high rate (10 Hz) GPS seismology for moderate-magnitude earthquakes: The case of theMw6.3 L'Aquila (central Italy) eventJournal of Geophysical Research, 2011
- High-rate GPS: How High Do We Need to Go?Seismological Research Letters, 2009
- Continuously Operating Reference Station (CORS): History, Applications, and Future EnhancementsJournal of Surveying Engineering, 2008
- Troposphere mapping functions for GPS and very long baseline interferometry from European Centre for Medium‐Range Weather Forecasts operational analysis dataJournal of Geophysical Research, 2006
- A Possible Detection of the 26 December 2004 Great Sumatra-Andaman Islands Earthquake with Solution Products of the International GNSS ServiceStudia Geophysica et Geodaetica, 2005
- Seismic wave observations with the Global Positioning SystemJournal of Geophysical Research, 2001
- Precise point positioning for the efficient and robust analysis of GPS data from large networksJournal of Geophysical Research, 1997
- Continuous Deformation Monitoring With GPSJournal of Surveying Engineering, 1989