Initial Polarimetric Radio Occultation Results from Spire’s Nanosatellite Constellation: Independent Assessment and Potential Applications

Ramon Padullés Institut de Ciéncies de l’Espai, Consejo Superior de Investigaciones Científicas (ICE-CSIC)
Institut d’Estudis Espacials de Catalunya (IEEC)

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Estel Cardellach Institut de Ciéncies de l’Espai, Consejo Superior de Investigaciones Científicas (ICE-CSIC)
Institut d’Estudis Espacials de Catalunya (IEEC)

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Antía Paz Institut de Ciéncies de l’Espai, Consejo Superior de Investigaciones Científicas (ICE-CSIC)
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Thomas Burger European Space Agency (ESA)

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Abstract

Global Navigation Satellite System (GNSS) Polarimetric Radio Occultations (PRO) is an extension of the traditional Radio Occultation (RO) technique that collects two linear and orthogonal polarization components of the occulting GNSS signals in order to retrieve precipitation information along with the standard RO thermodynamic products. This technique has already been demonstrated with the ROHP experiment aboard the PAZ satellite, a large platform launched in 2018. In early 2023, Spire launched the first three nanosatellites capable of collecting PRO measurements from low-earth orbit. This study, performed independently from the data providers, assesses the Spire PRO observations comparing them with ancillary information from global precipitation missions. The results are compared with those obtained from the ROHP-PAZ instrument, showing a good agreement between the three Spire nanosatellites and PAZ. Furthermore, unlike PAZ, Spire nanosatellites are able to collect measurements from the four major GNSS constellations, and are placed in orbits that are convenient for obtaining coincident observations from the different nanosatellites. A study of the potential scientific and meteorological applications of such small PRO constellation is also presented, with emphasis on the resulting clusters of observations around interesting meteorological events, such as Tropical Cyclones (TC) or Mesoscale Convective Systems (MCS). Examples of such clusters and their statistics are provided, highlighting the potential impact of expanding the set of quality observations over these extreme events by means of cubesat constellations.

© 2025 American Meteorological Society. This is an Author Accepted Manuscript distributed under the terms of the default AMS reuse license. For information regarding reuse and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding author: Ramon Padullés, padulles@ice.csic.es

Abstract

Global Navigation Satellite System (GNSS) Polarimetric Radio Occultations (PRO) is an extension of the traditional Radio Occultation (RO) technique that collects two linear and orthogonal polarization components of the occulting GNSS signals in order to retrieve precipitation information along with the standard RO thermodynamic products. This technique has already been demonstrated with the ROHP experiment aboard the PAZ satellite, a large platform launched in 2018. In early 2023, Spire launched the first three nanosatellites capable of collecting PRO measurements from low-earth orbit. This study, performed independently from the data providers, assesses the Spire PRO observations comparing them with ancillary information from global precipitation missions. The results are compared with those obtained from the ROHP-PAZ instrument, showing a good agreement between the three Spire nanosatellites and PAZ. Furthermore, unlike PAZ, Spire nanosatellites are able to collect measurements from the four major GNSS constellations, and are placed in orbits that are convenient for obtaining coincident observations from the different nanosatellites. A study of the potential scientific and meteorological applications of such small PRO constellation is also presented, with emphasis on the resulting clusters of observations around interesting meteorological events, such as Tropical Cyclones (TC) or Mesoscale Convective Systems (MCS). Examples of such clusters and their statistics are provided, highlighting the potential impact of expanding the set of quality observations over these extreme events by means of cubesat constellations.

© 2025 American Meteorological Society. This is an Author Accepted Manuscript distributed under the terms of the default AMS reuse license. For information regarding reuse and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding author: Ramon Padullés, padulles@ice.csic.es
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