Advances in the use of Global Navigation Satellite System polarimetric radio occultation measurements for NWP and weather applications

Conventional radio occultations (RO) track the phase delay induced by water vapor and air density gradients in Global Navigation Satellite System (GNSS) signals as they propagate through the Earth’s atmosphere. Standard RO products such as bending angle profiles from the Constellation Observing System for Meteorology, Ionosphere and Climate (COSMIC-2), the EUMETSAT Metop satellites and numerous other publicly and commercially available RO products are routinely assimilated into operational Numerical Weather Prediction (NWP) forecast models. The positive impact to forecasts of temperature and winds when RO data are included in the suite of observations ingested into data assimilation (DA) systems is well documented. Polarimetric RO (PRO) enhances standard RO by receiving the GNSS signals with a dual-polarization RO receiver. In addition to the capabilities of the conventional RO, PRO can provide an indication of precipitation 1 at each vertical level, offering a potential to advance the assimilation of satellite data in precipitating conditions. PRO observations provide unique diagnostics and observations for investigating the thermodynamic environment in and near precipitation, and assumptions underlying parameterizations used by operational NWP forecast models.

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Publication Details

Journal
Journal of the European Meteorological Society.
Published
2026-06-27
DOI
https://doi.org/10.1016/j.jemets.2026.100045
Primary Topic
Ionosphere and magnetosphere dynamics
Type
article
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article

Advances in the use of Global Navigation Satellite System polarimetric radio occultation measurements for NWP and weather applications

Ramon Padullés, Estel Cardellach, F. Joseph Turk, Matthieu Talpe et al.
Journal of the European Meteorological Society.
Ionosphere and magnetosphere dynamics
article

Advances in the use of Global Navigation Satellite System polarimetric radio occultation measurements for NWP and weather applications

Ramon Padullés, Estel Cardellach, F. Joseph Turk, Matthieu Talpe, Yan Cheng, Vu Nguyen, Jonathan D. Brandmeyer, Christian Marquardt, E. Robert Kursinski
article en

Abstract

Conventional radio occultations (RO) track the phase delay induced by water vapor and air density gradients in Global Navigation Satellite System (GNSS) signals as they propagate through the Earth’s atmosphere. Standard RO products such as bending angle profiles from the Constellation Observing System for Meteorology, Ionosphere and Climate (COSMIC-2), the EUMETSAT Metop satellites and numerous other publicly and commercially available RO products are routinely assimilated into operational Numerical Weather Prediction (NWP) forecast models. The positive impact to forecasts of temperature and winds when RO data are included in the suite of observations ingested into data assimilation (DA) systems is well documented. Polarimetric RO (PRO) enhances standard RO by receiving the GNSS signals with a dual-polarization RO receiver. In addition to the capabilities of the conventional RO, PRO can provide an indication of precipitation 1 at each vertical level, offering a potential to advance the assimilation of satellite data in precipitating conditions. PRO observations provide unique diagnostics and observations for investigating the thermodynamic environment in and near precipitation, and assumptions underlying parameterizations used by operational NWP forecast models.

Journal of the European Meteorological Society.Vol. 5
Tianjin University of Technology (CN), European Organisation for the Exploitation of Meteorological Satellites (DE), Institut d'Estudis Espacials de Catalunya (ES), Planet Biotechnology (United States) (US)
Climate action
Openalex Percentile: Top 6%
Ionosphere and magnetosphere dynamics
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