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Estimation and assessment of solar wind propagation time from the Lagrange point L1 to Earth’s bow shock

Tasnim, Samira and Zou, Ying and Borries, Claudia and Baumann, Carsten and Walsh, Brian and O'Brien, Connor and Khanal, Krishna and Zhang, Huaming (2025) Estimation and assessment of solar wind propagation time from the Lagrange point L1 to Earth’s bow shock. Frontiers in Astronomy and Space Sciences. Frontiers Media S.A.. doi: 10.3389/fspas.2025.1675769. ISSN 2296-987X.

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Official URL: https://www.frontiersin.org/journals/astronomy-and-space-sciences/articles/10.3389/fspas.2025.1675769/full

Abstract

The solar wind (SW) passing the Earth is an important driver of electrodynamic processes in the Earth’s magnetosphere–ionosphere–thermosphere (MIT) system. Since SW observations near Earth (at the bow shock) are very sparse, research and operational applications typically rely on measurements of SW monitors at the Lagrange point L1. The data of these monitors, which provide almost continuous datasets, need to be propagated in time to the bow shock conditions in order to be most useful for MIT studies. The most widely used data source for propagated SW data is provided by OMNIWeb. Near-Earth (NE) SW observations are highly relevant for the validation of the propagated SW estimates. This work uses the NE SW observations to propose a novel method for the estimation of the SW propagation delay. It is based on careful data assessment and a complex combination of correlation analysis and validation metrics. The developed algorithm generates a large dataset of 53,880 events in the period from 22 December 2017 to 30 April 2024, which provides the SW delay along with a list of metrics indicating the quality of the match between the SW structures at L1 and the bow shock. This dataset shows higher reliability in the SW delay estimates than the OMNIWeb data because it focuses on the comparison of structures in the SW. Using the dataset of the period from December 2017 to February 2018, the statistically estimated delay in comparison with the OMNIWeb data reveals that approximately 50% of the delays are computed very accurately with less than 5 min uncertainty, and 80% of the OMNIWeb data delay is reasonably accurate with less than 10 min difference from the statistically estimated delay, providing the best match. However, more than 5% of the OMNIWeb data shows large differences of more than 20 min from the dataset. Thus, it can be concluded that in many cases, the uncertainty in the OMNIWeb delay estimate is larger than the value provided with the data. The generated dataset of SW delay estimates provides an ideal foundation for validating and improving solar wind propagation models.

Item URL in elib:https://elib.dlr.de/219813/
Document Type:Article
Title:Estimation and assessment of solar wind propagation time from the Lagrange point L1 to Earth’s bow shock
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Tasnim, Samirasamira.tasnim (at) dlr.dehttps://orcid.org/0000-0002-0305-2071202694394
Zou, YingJohns Hopkins University Applied Physics Lab, Laurel, MD, United StatesUNSPECIFIEDUNSPECIFIED
Borries, Claudiaclaudia.borries (at) dlr.dehttps://orcid.org/0000-0001-9948-3353UNSPECIFIED
Baumann, CarstenCarsten.Baumann (at) dlr.deUNSPECIFIEDUNSPECIFIED
Walsh, Brianbwalsh (at) bu.eduhttps://orcid.org/0000-0001-7426-5413UNSPECIFIED
O'Brien, Connorobrienco (at) bu.eduUNSPECIFIEDUNSPECIFIED
Khanal, Krishnakrishna.khanal (at) uah.eduUNSPECIFIEDUNSPECIFIED
Zhang, HuamingComputer Science Department, University of Alabama in Huntsville, Huntsville, AL, United StatesUNSPECIFIEDUNSPECIFIED
Date:26 November 2025
Journal or Publication Title:Frontiers in Astronomy and Space Sciences
Refereed publication:Yes
Open Access:Yes
Gold Open Access:Yes
In SCOPUS:Yes
In ISI Web of Science:Yes
DOI:10.3389/fspas.2025.1675769
Editors:
EditorsEmailEditor's ORCID iDORCID Put Code
Sivadas, NithinUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Publisher:Frontiers Media S.A.
ISSN:2296-987X
Status:Published
Keywords:Solar Wind Propagation Delay, Statistical Approach, Solar Wind delay data
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - Project Space weather research
Location: Neustrelitz
Institutes and Institutions:Institute for Solar-Terrestrial Physics > Solar-Terrestrial Coupling Processes
Deposited By: Tasnim, Samira
Deposited On:16 Jan 2026 22:25
Last Modified:16 Jan 2026 22:25

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