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Grazing-angle ionospheric delays observed during the GNSS-R PRETTY mission

Moreno Bulla, Mario Andres and Semmling, Maximilian and Zus, Florian and Stienne, Georges and Dielacher, Andreas and Hoque, Mainul and Wickert, Jens and Nahavandchi, Hossein (2025) Grazing-angle ionospheric delays observed during the GNSS-R PRETTY mission. Journal of Geodesy, 99 (11). Springer. doi: 10.1007/s00190-025-02010-z. ISSN 0949-7714.

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Official URL: https://dx.doi.org/10.1007/s00190-025-02010-z

Abstract

Spaceborne GNSS reflectometry (GNSS-R) has emerged as a valuable technique for surface and atmospheric remote sensing, particularly under grazing-angle geometries where atmospheric effects are amplified. Single-frequency missions such as ESA passive REflecTomeTry and dosimetrY (PRETTY) rely on model-based corrections to account for ionospheric and tropospheric delays. In this study, we exploit PRETTY’s capabilities to perform observations down to 1 degree (at the specular point) to investigate ionospheric effects at very low angles. We analyze six GNSS-R events recorded over the North Polar region in July 2024, focusing on the estimation of the relative ionospheric delay using code delay observations. Comparisons with model-based ionospheric delays from NEDM2020, NeQuick, and IRI show close agreement, with NEDM2020 consistently exhibiting the lowest residual differences, ranging from 1.28 to 4.39 m across all events. This supports the ability of GNSS-R code delay observables to capture the first-order ionospheric delay with reasonable fidelity. Uncertainty analysis reveals that the observed delay fitting process dominates the overall error budget, with additional contributions from tropospheric correction and surface height uncertainty. Furthermore, inversion of the fitted delays using the Chapman layer model yields plausible F-layer parameters, with peak heights ranging from 307 to 367 km and a mean delay RMSE of approximately 1.2 m (~ 4 TECU). Comparisons with ionosonde and EISCAT measurements show differences within ± 15 km. These results demonstrate the potential of single-frequency GNSS-R missions for retrieving ionospheric structure, particularly in remote regions where conventional techniques are limited or unavailable.

Item URL in elib:https://elib.dlr.de/221550/
Document Type:Article
Title:Grazing-angle ionospheric delays observed during the GNSS-R PRETTY mission
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Moreno Bulla, Mario Andresmario.moreno (at) dlr.dehttps://orcid.org/0009-0009-9124-8063UNSPECIFIED
Semmling, MaximilianMaximilian.Semmling (at) dlr.dehttps://orcid.org/0000-0002-5228-8072UNSPECIFIED
Zus, FlorianHelmholtz Centre Potsdam, GFZ German Re search Centre for Geosciences, Potsdam, GermanyUNSPECIFIEDUNSPECIFIED
Stienne, Georgesgeorges.stienne (at) univ-littoral.frUNSPECIFIEDUNSPECIFIED
Dielacher, Andreasandreas.dielacher (at) beyondgravity.comUNSPECIFIEDUNSPECIFIED
Hoque, Mainulmainul.hoque (at) dlr.deUNSPECIFIEDUNSPECIFIED
Wickert, JensGeoForschungsZentrum PotsdamUNSPECIFIEDUNSPECIFIED
Nahavandchi, HosseinNorwegian University of Science and Technology NTNU, TrondheimUNSPECIFIEDUNSPECIFIED
Date:25 October 2025
Journal or Publication Title:Journal of Geodesy
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:99
DOI:10.1007/s00190-025-02010-z
Editors:
EditorsEmailEditor's ORCID iDORCID Put Code
Xu, PeiliangUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Publisher:Springer
ISSN:0949-7714
Status:Published
Keywords:PRETTY, GNSS reflectometry, Ionospheric delay, Grazing angles, Code delay, NEDM2020 model
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Communication, Navigation, Quantum Technology
DLR - Research area:Raumfahrt
DLR - Program:R KNQ - Communication, Navigation, Quantum Technology
DLR - Research theme (Project):R - Ionosphere
Location: Neustrelitz
Institutes and Institutions:Institute for Solar-Terrestrial Physics > Space Weather Observation
Deposited By: Moreno Bulla, Mario Andres
Deposited On:29 Dec 2025 15:48
Last Modified:08 Jan 2026 11:41

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