PPPx in research

Peer-reviewed articles, conference contributions and preprints which used PPPx to produce their results.

2026

  1. Ionospheric data fusion with GNSS, GNSS-RO and satellite altimetry based on machine learning

    M. Iten, S. Mao, B. Soja

    Journal of Geophysical Research: Machine Learning and Computation (2026) · doi:10.1029/2025JH001078

  2. A deep ensemble transformer model for global ionosphere prediction and uncertainty quantification

    S. Mao, J. Gou, B. Soja

    Journal of Geophysical Research: Machine Learning and Computation (2026) · doi:10.1029/2025JH001022

  3. Probabilistic machine learning for slant total electron content modelling based on GNSS Preprint

    A. Rüegg, S. Mao, Y. Pan, R. Orus-Perez, B. Soja

    ESS Open Archive (2026) · doi:10.22541/essoar.15003406/v1

2025

  1. Enhanced real-time global ionospheric maps using machine learning

    M. Iten, S. Mao, Y. Pan, B. Soja

    GPS Solutions , 29(3) (2025) · doi:10.1007/s10291-025-01858-0

  2. Enhanced global ionospheric mapping using deep ensemble neural networks with uncertainty quantification

    S. Mao, Y. Pan, G. Kłopotek, M. Schartner, H. Krásná, A. de Witt, B. Soja

    Space Weather , 23(7) (2025) · doi:10.1029/2025SW004446

  3. HERMIT: a low-cost integrated GNSS-seismic platform for monitoring glacier dynamics Presentation

    B. Soja, F. T. Walter, D. Binder, S. Mertl, A. Wolf, R. Presl, Y. Pan, D. Farinotti

    AGU Fall Meeting 2025 (2025) · doi:10.3929/ethz-c-000790472

2024

  1. Determination of high-precision tropospheric delays using crowdsourced smartphone GNSS data

    Y. Pan, G. Kłopotek, L. Crocetti, R. Weinacker, T. Sturn, L. See, G. Dick, G. Möller, M. Rothacher, I. McCallum, V. Navarro, B. Soja

    Atmospheric Measurement Techniques , 17, 4303–4316 (2024) · doi:10.5194/amt-17-4303-2024

  2. Global ionospheric modeling using multi-GNSS: a machine learning approach Proceedings

    S. Mao, G. Kłopotek, Y. Pan, B. Soja

    IGARSS 2024 – IEEE International Geoscience and Remote Sensing Symposium (2024) · doi:10.1109/IGARSS53475.2024.10641532

  3. Potential impact of GNSS positioning errors on satellite-navigation-based air traffic management during severe geomagnetic storms Proceedings

    V. Kerker, M. Linde, S. Savchuk

    International Conference of Young Professionals «GeoTerrace-2024», Lviv (2024) · doi:10.3997/2214-4609.2024510035

  4. Troposphere monitoring using low-cost GNSS: current status and related efforts at ETH Zurich Presentation

    M. Aichinger-Rosenberger, Y. Pan, R. Muraleedharan Thundathil, B. Soja

    AGU Fall Meeting 2024 (2024) · doi:10.3929/ethz-b-000711551

  5. Can Android smartphones contribute to GNSS meteorology? Poster

    Y. Pan, T. Bialek, B. Soja

    IGS Symposium & Workshop 2024 (2024) · doi:10.3929/ethz-b-000684048

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