Evaluating GPS and Galileo Precise Point Positioning (PPP) Under Various Ionospheric Conditions During Solar Cycle 25
As the peak of Solar Cycle 25 approaches, space weather events such as Equatorial Plasma Bubble (EPBs) and geomagnetic storms are expected to become more frequent. While EPBs are a primary source of scintillation, geomagnetic storms can either enhance or suppress this activity depending on storm timing, intensity, and induced electric field effects, thereby causing significant ionospheric disturbances that degrade Global Navigation Satellite System (GNSS) signal reception performance. This study presents a novel, systematic evaluation of GPS + Galileo Precise Point Positioning (PPP) performance under intense ionospheric scintillation during the rising phase of Solar Cycle 25 using datasets from globally distributed stations. More than twenty months of data have been systematically analysed, with a focus on stations located in equatorial regions, which are the most affected by strong scintillation. PPP processing was performed using final products from the European Space Agency (ESA) with Multi-GNSS Experiment (MGEX) products employed as backups when ESA data were unavailable. It is shown that under severe scintillation the accuracy of the final PPP solution is severely reduced, with errors more than doubled with respect to calm days. In this respect, frequent cycle slips and anomalies in the input observations are detected. A comparative analysis of GPS-only and GPS + Galileo PPP solutions confirms that integrating Galileo not only mitigates the impact of scintillation but also improves the reliability and accuracy of positioning in challenging space weather conditions.
Authors
- Haroldo Antonio Marques (ORCID: https://orcid.org/0000-0001-9535-8723)
- Melania Susi (ORCID: https://orcid.org/0000-0002-6188-0713)
- João Francisco Galera Monico (ORCID: https://orcid.org/0000-0003-4101-9261)
- Heloísa Alves Silva Marques
- Daniele Borio (ORCID: https://orcid.org/0000-0003-3573-5093)
- Kinga Wȩzka (ORCID: https://orcid.org/0000-0002-2351-1642)
- Jihye Park (ORCID: https://orcid.org/0000-0001-7686-660X)
Institutions
- Oregon State University (US)
- Military Institute of Engineering (BR)
- Institute of Geodesy and Cartography (PL)
- Head Office of Geodesy and Cartography (PL)
- Joint Research Centre (IT)
- Universidade Estadual Paulista (Unesp) (BR)
- Topcon (Netherlands) (NL)
Publication Details
- Journal
- Remote Sensing
- Published
- 2025-09-12
- DOI
- https://doi.org/10.3390/rs17183169
- Citations
- 2
- Primary Topic
- GNSS positioning and interference
- Type
- article
- Field-Weighted Citation Impact
- 9.99
Funders
- Fundação de Amparo à Pesquisa do Estado de São Paulo
- Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
- Conselho Nacional de Desenvolvimento Científico e Tecnológico