New Advances Towards Early Warning Systems in the Mediterranean Sea Using the Real-Time RING GNSS Research Infrastructure
Nowadays, information obtained through Global Navigation Satellite Systems (GNSSs) is widely employed in modern geodesy. The Precise Point Positioning (PPP) approach, which leverages signals from multiple GNSS constellations (e.g., GPS, GLONASS, Galileo, and BeiDou), enables high-precision positioning—crucial for seismic monitoring and early tsunami warning systems (EEWs). Recent advances, such as increased satellite availability and additional frequency bands, have significantly improved PPP performance, particularly in terms of positioning accuracy and convergence time. This study focuses on the Rete Integrata Nazionale GNSS (RING) network, managed by the Istituto Nazionale di Geofisica e Vulcanologia (INGV), which comprises dual-frequency GNSS receivers distributed across the Italian peninsula and parts of the Mediterranean Basin. We evaluate the performance of the RING data (GPS and GNSS) acquired in a period of three weeks between 19 January 2024 and 9 February 2024 and analyzed in real time by using different PPP strategies: standard PPP and PPP with Regional Augmentation (PPP-RA). The preliminary results show that the PPP-RA approach enhances positioning accuracy and reduces convergence time, especially when comparing GPS-only datasets with those incorporating full multi-GNSS configurations. For the daily solution, in the optimal setup (i.e., full GNSS with RA), real-time solutions exhibit average accuracies of 2.05, 1.73, and 4.35 cm for the North, East, and vertical components, respectively. Sub-daily accuracies’ analysis, using 300 s sliding windows, showed even better uncertainties, exhibiting median values of 0.41, 0.32, and 0.9 cm for the North, East and vertical components, respectively. Based on the outcomes for network-wide sub-daily accuracies, 84% of the stations demonstrate average errors within 2 cm for North and East components and 3 cm for the vertical one. The analysis on the convergence time after data gaps occurred during the investigation period shows that 87% of the RING stations experienced convergence times lower than five minutes in the GNSS PPP-RA solution. These findings underscore the potential of RT-GNSS RING data for enhancing seismic monitoring and early warning systems, particularly in tectonically active regions.
Authors
- A. Avallone (ORCID: https://orcid.org/0000-0002-0264-2897)
- R. Devoti (ORCID: https://orcid.org/0000-0002-0037-0074)
- Luigi Falco (ORCID: https://orcid.org/0000-0001-8698-8088)
- Raffaele Moschillo (ORCID: https://orcid.org/0000-0002-0704-6453)
- Annamaria Vicari (ORCID: https://orcid.org/0000-0003-0175-101X)
- Nicola Angelo Famiglietti (ORCID: https://orcid.org/0000-0001-5568-2385)
- Maorong Ge (ORCID: https://orcid.org/0000-0001-5679-1153)
- Pietro Miele (ORCID: https://orcid.org/0000-0001-5170-9456)
- G. Pietrantonio (ORCID: https://orcid.org/0000-0002-0429-5120)
- Shi Du (ORCID: https://orcid.org/0000-0001-8269-4779)
- Carmine Grasso
- C. D’Ambrosio (ORCID: https://orcid.org/0000-0001-8985-6857)
Institutions
- Shanghai Astronomical Observatory (CN)
- Istituto Nazionale di Geofisica e Vulcanologia (IT)
- GFZ Helmholtz Centre for Geosciences (DE)
Publication Details
- Journal
- Remote Sensing
- Published
- 2025-11-07
- DOI
- https://doi.org/10.3390/rs17223661
- Primary Topic
- GNSS positioning and interference
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Istituto Nazionale di Geofisica e Vulcanologia