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ORIGINAL RESEARCH article

Front. Astron. Space Sci., 13 August 2025

Sec. Space Physics

Volume 12 - 2025 | https://doi.org/10.3389/fspas.2025.1601396

This article is part of the Research TopicHeliophysics Big Year: Education and Public Outreach ReportsView all articles

Eclipse-induced geomagnetic signatures: the 2024 EZIE-Mag citizen science campaign contribution to the Heliophysics Big Year

Rafael L. A. Mesquita
Rafael L. A. Mesquita*Robin BarnesRobin BarnesJesper GjerloevJesper GjerloevAdebayo EisapeAdebayo EisapeNelli MosaviNelli MosaviRobert EidsonRobert Eidson on behalf of EZIE-Mag team
  • Johns Hopkins University Applied Physics Laboratory, Space Exploration Sector, Laurel, MD, United States

The 8 April 2024, total solar eclipse presented a unique opportunity to study ionospheric and magnetospheric responses to local changes in the solar illumination. As part of NASA’s citizen science initiative, we launched the EZIE-Mag Eclipse Measurement Campaign and deployed ultra low-cost, science-grade magnetometer kits operated by trained citizen scientists across diverse geographic locations. This grassroots decentralized approach enabled the collection of high-quality, distributed geomagnetic data. Observations from Muncie, Indiana, revealed a clear signal that is interpreted as being produced by eclipse-induced current system perturbations. This is an excellent example of complex electrodynamic coupling between the Sun and the magnetosphere-ionosphere-atmosphere environment. The results not only contribute to advancing Heliophysics research but also demonstrate the value of citizen science in enhancing space weather awareness and public education. The campaign’s inclusive approach in engaging participants from various backgrounds, underscores the potential for scalable, community-driven efforts to broaden participation and deepen public understanding of space weather phenomena.

1 Introduction

In 2023, NASA announced the Heliophysics Big Year activities related to the Sun’s influence on Earth and the solar system. The activities ranged from the Parker Solar Probe’s Closest Approach, to the 2023 Annular Eclipse and the 2024 Total Solar Eclipse. We took advantage of this development and the favorable path of the 2024 Total Solar Eclipse across North America to run a special campaign to capture the influence solar eclipses have on the ionospheric electric currents. We utilized an ultra low-cost, science-grade, and easy to operate magnetometer kit known as the EZIE-Mag. This magnetometer kit was developed as the outreach component of the NASA Electrojet Zeeman Imaging Explorer [EZIE, 9] mission. It is designed to have a simple assembly and focus on ease of deployment and operation.

Total solar eclipses are most known for the spectacular obscuration of the Sun by the moon that attracts millions of people to its path. It also leads to a large interest from a multitude of scientific communities. Beyond that, the decreases in the solar radiation leads to a cascade of phenomenon, some of which leading to changes in Earth’s ionospheric currents, including regional perturbations that may produce observable geomagnetic signatures.

The main objective of this paper is to share experiences we had in preparation and during the 2024 EZIE-Mag Total Solar Eclipse campaign. We introduce the scientific background that led to the development of these expected current perturbations. We then discuss the methodology, which includes citizen science participation, training, and the methods used to analyze the data. We show results of the data taken during the campaign. Finally, we discuss the results and share lessons learned from our campaign to help planning and deployments for future Solar Eclipses as well as other comprehensive campaigns utilizing large number of EZIE-Mags.

2 Science background

A total solar eclipse induces rapid and localized reductions in the solar radiation effects on Earth’s atmosphere. Mrak et al. (2018) showed the disturbance on the solar extreme ultra violet (EUV) and X-ray radiations, in addition to the visible light. They also showed the relationship between their obscuration model and the electrodynamics response to the eclipse with the total electron content morphology. A similar result was achieved by Coster et al. (2017) This reduction in plasma density decreases ionospheric conductivities, particularly in the E-region, where solar-driven ionization dominates. As conductivity drops, large-scale electrodynamic imbalances emerge. This modifies the polarization electric fields and the closure of magnetospheric currents along geomagnetic flux tubes (Huba and Drob, 2017).

Figure 1 shows the sequence of events that may produce ionospheric current perturbations. Following the rapid cooling of the thermosphere and decrease of ionospheric conductivity, electrodynamic responses may arise as the system seeks to maintain current continuity (Mrak et al., 2022; Clilverd et al., 2001). The effects of such current perturbations appear as a magnetic signature in the form of a fluctuation to the geomagnetic field (Ratnasari et al., 2024). The largest eclipse-related effects are likely to occur near regions with the strongest spatial gradients in ionospheric conductivity, which often, but not necessarily, coincide with the path of totality. With the physics of the event in mind and the general eclipse-related excitement, we based our citizen science campaign in the deployment of EZIE-Mag magnetometers along the totality path.

Figure 1
Flowchart illustrating the sequence of events during a solar eclipse affecting the ionosphere. A central eclipse image is surrounded by steps:

Figure 1. Cascade of processes leading to the ground-based measurements. Eclipse photo from Cincinnati, OH (Matthew Bailey).

3 Methodology

3.1 EZIE-Mag

Leading to the launch of the NASA EZIE satellite mission, NASA funded the EZIE team to launch the EZIE-Mag Citizen Science initiative. The project consisted in the developed an open-source, self-contained magnetometer kit that could be assembled and operated by middle and high school students. The kit utilizes Raspberry PI single board computers, which are a relatively new concept and act as the data processing unit for the system. The EZIE-Mag kits were also made possible by the development of the PNI RM3100 Magnetometer sensor board, which is a 3-Axis magnetometer with a theoretical maximum resolution of approximately 6.1 nT (1-σ at 1 Hz with WiFi turned on and 3.6 nT with WiFi turned off) and a sampling rate of 36 Hz. The kit is supplemented with a GPS receiver and accelerometer for timing, absolute positioning, and orientation. The approximate cost of an EZIE-Mag is around 200 US dollars. The result of this project was the fabrication of 750 EZIE-Mag units, which are currently in the deployment phase in schools and educational institutions in the United States. These instrument suites are science-grade, low-cost, variometers, and with proper calibration give measurements of the magnetic fields akin to magnetometers.

Figure 2 shows the parts needed to build an EZIE-Mag, the assembly onto the base plate, and the fully assembled instrument. These figures were adapted from the EZIE-Mag “Instructions for Assembly” manual, which is made available in the EZIE-Mag gateway. This open source manual contains instructions for assembling an EZIE-Mag. The steps are well described and are geared towards a middle-to high-school level of understanding and require minimal parental or educator supervision.

Figure 2
Components of a sensor kit are displayed, including a MAG sensor, TEMP sensor, main board, GPS sensor, RTC, lithium battery, IMU, and SD card. The setup is assembled on a base plate with labels for each part. A Pelican 1060 case houses the assembled setup with clear visual access to the inner components.

Figure 2. Images adapted from the EZIE-Mag “Instructions for Assembly” manual available in the EZIE-Mag gateway. From left to right: EZIE-Mag parts list, EZIE-Mag base plate assembled with all its components, and a fully assembled and sheltered EZIE-Mag.

The EZIE-Mag calibration and data processing workflow consists of six key steps to ensure accurate and calibrated magnetic field measurements. First, raw data sampled at 36 Hz is resampled to 1 Hz using boxcar averaging, ensuring reliable noise handling and efficient storage in hourly, daily, and weekly zip files. Next, temperature calibration is performed using a multi-linear correlation model that accounts for both absolute temperature and its temporal derivative, correcting the magnetic field components for thermal biases. The third step involves aligning the sensor’s z-axis to geographic down using data from the onboard accelerometer, which establishes a stable vertical reference. Subsequently, the horizontal components are rotated to align with local magnetic north and east based on PNI sensor data, following established methodologies by Gjerloev (2012) The data is then rotated into geographic coordinates using the International Geomagnetic Reference Field (IGRF) model, ensuring global consistency. This comprehensive approach ensures that citizen-collected data meets the standards necessary for robust geomagnetic research.

The intricate calibration process is tested and operational for long-term data analysis. However, given the transient eclipse experiment, the data shown in this paper cannot be calibrated. One of the major effects of the calibration aims to mitigate is the correlation between the temperature and the magnetic field measurements. Each instrument must operate for several days to enable an accurate calibration. While that was highly encouraged by our team to the citizen scientists, most of them traveled to the path of the eclipse for a very limited amount of time.

The citizen scientists were chosen based on their travel plans for the 8 April 2024 Total Solar Eclipse. A call for participants was sent to the Johns Hopkins University Applied Physics Laboratory staff (JHUAPL - where the corresponding author is employed). We allowed people from all backgrounds, including children of JHUAPL employees to sign up for participating in the measurement campaign. In the months prior to the eclipse, we gathered their basic information, and shared relevant training materials with simple instructions. The overarching goal was to get as much distribution along the path of totality as possible. We received 40 responses to our call and each citizen scientist received an EZIE-Mag to take with them on their eclipse-related trips. Figure 3 shows the overall distribution of citizen scientists across North America.

Figure 3
 Map showing the 2024 EZIE-Mag Eclipse Measurement Campaign across North America. The path of totality is marked with a thick red line, bounded by orange lines indicating the totality limits. The map includes markers for APL staff (green) and non-APL staff (white) across various locations. The map displays state boundaries and geographical features, with a scale of nine hundred miles and a directional arrow. The campaign covers areas from Mexico to northeastern United States and southeastern Canada.

Figure 3. The EZIE-Mag Total Eclipse Measurement Campaign map.

3.2 Citizen science training

Citizen scientists selected for the EZIE-Mag campaign underwent a structured training process to ensure engagement and readiness. From selection through kit delivery, participants received regular updates to keep them informed about campaign progress and the fundamentals of scientific measurement campaigns. One week prior to kit distribution, we provided an user guide (Figure 4) alongside simple operational guidelines to ensure straightforward deployment of the hardware.

Figure 4
EZIEMag User Guide detailing setup and usage. Top left shows connecting a USB cable to a Raspberry Pi board. Bottom left illustrates LEDs turning red. Top center displays wiring and components. Right side features a screen display of sensor data, including compass readings and temperature. Text guides installation, WiFi connection, alignment, and disabling WiFi.

Figure 4. EZIE-Mag manual with instructions to successful deployment by citizen scientist during the EZIE-Mag Total Solar Eclipse Campaign.

The EZIE-Mag kits were designed for simplicity, requiring minimal effort to deploy and operate. Key deployment instructions included placing the unit on solid ground, ensuring a minimum 30-foot distance from sources of electromagnetic interference such as houses, air-conditioning units, vehicles, bicycles, or other machinery. To prevent thermal biases, participants were instructed to shield the unit from direct sunlight using non-magnetic, non-metallic materials like plastic coolers, flower pots, or even foliage. Participants were also advised to deploy magnetometers away from vehicles, power lines, and magnetic appliances.

The EZIE-Mag units use triaxial fluxgate magnetometers with a specified linear response within ±60,000 nT. The observed field range during the campaign remained within ±100 nT of nominal background levels, well within the linear regime of the sensor’s response. Therefore, we consider the linearity assumption to the geophysical changes to be valid for the conditions analyzed here. In addition, the typical magnetic field uncertainty of the EZIE-Mag instruments are of the order of 5 nT.

Power options included either a standard 5V USB power bank, providing over 24 h of operation, or a direct USB power supply using a provided 30-foot micro-USB cord. Once powered, participants were advised to “start it and forget it,” allowing the unit to operate continuously for as long as possible; ideally beginning 24+ hours before and continuing well after the solar eclipse.

This approach ensured consistent, high-quality data collection while emphasizing the simplicity of the process, designed to be accessible even for individuals with minimal scientific or technical experience.

Lastly, the participants received in person one-on-one instructions from the campaign team. The questions they asked during that encounter were gathered and answered by email 2 days prior to the eclipse. Unfortunately, not every participant had the availability of a perfectly undisturbed deployment location. However, enough good quality data were collected to present meaningful scientific conclusions about the event.

4 Results

To illustrate the measurement capability we will focus on the measurements made in Muncie, Indiana, in the US. This was the EZIE-Mag with the longest uninterrupted period of observations during our campaign, with 3 days of measurements. Figure 5 shows the EZIE-Mag observations of total magnetic field and temperatures for April 7 and 8, 2024 (prior to and during the 2024 Total Solar Eclipse) from Muncie, Indiana.

Figure 5
Graphs of total magnetic field (blue) and temperature (red) over time during the uncalibrated eclipse campaign with EZIE-Mag in Muncie, Indiana. The top graph shows data for April 7, 2024, and the bottom graph for April 8, 2024, including an eclipse period marked with vertical lines and shading. Temperature is on the right axis, and magnetic field on the left. Coordinates: 40.20N, 85.44W.

Figure 5. EZIE-Mag measurements of total magnetic field and temperatures for April 7 and 8, 2024, from Muncie, Indiana. The blue y-axis corresponds to the total magnetic field (blue line) and the red y-axis corresponds to the temperature (red line). The first and fourth contacts (C1 and C4) are highlighted in magenta, while the time in totality is highlighted at the center of the obscuration gradient in the figure. The uncertainty of EZIE-Mag, which is estimated to be ±5 nT prior to normalization, is represented proportionally by the line thickness.

The first and most obvious finding is that the total magnetic field is visually correlated with the temperature. This effect can be accounted for in the process described in the methodology section of this manuscript. We use temperature measurements to find the possible temperature-related effects on the magnetic field. The goal here is not to provide the reader and the citizen science community with a detailed relationship between the eclipse-time and magnetic signatures measured by EZIE-Mag–we deem that out of scope of this manuscript. Another paper containing the results of this more intricate calibration is in production. Our purpose is simply to show that the passage of the eclipse appears to have a clear effect on the temperature and the total magnetic field, although at first glance it is unclear to what extent the magnetic field perturbations are related to changes in the overhead currents. As mentioned, another manuscript will be published to detail those findings. To show the presence of an eclipse-related magnetic signature, we normalize both the temperature and total magnetic field measurements with the same procedure. Figure 6 shows the normalized data from Figure 5. The correlation between temperature becomes even more evident with this figure, but the differences between the magnetic field curves and the temperature begin to appear.

Figure 6
Two line graphs showing normalized total magnetic field and temperature in Muncie, Indiana on April 7 and April 8, 2024. The top graph displays a decrease followed by an increase in values. The bottom graph depicts a similar pattern, with a notable dip during a marked solar eclipse. Blue lines represent magnetic field, and red lines denote temperature. Coordinates 40.20N, 85.44W are shown.

Figure 6. Normalized measurements corresponding to Figure 5. The blue y-axis corresponds to the normalized total magnetic field (blue line) and the red y-axis corresponds to the normalized temperature (red line). Both quantities have been normalized to their respective median and inter-quartile ranges. The uncertainty in the normalized magnetic field is proportional to the line thickness.

With the assumption that the magnetic field and temperature correlation is linear, we use the uncalibrated normalized curves of magnetic field and temperature shown in Figure 6 to calculate the residuals between these measurements. This is a good assumption given that the Pearson product-moment correlation coefficients for the data shown for temperature and magnetic field in Figure 5 is of 0.98. While the relationship is not expected to hold perfectly linear across all hours of the day, especially under rapidly changing environmental conditions of the solar eclipse, the linear model is used here as a first-order approximation. This simplification allows for the identification of residuals that may reflect geophysical signals not accounted for by local temperature effects. The normalized temperature minus the normalized total magnetic field is shown in Figure 7. Based on the assumption of linearity, the variations shown in this figure are mostly related to the magnetic field measurements.

Figure 7
Graphs displaying the normalized magnetic field data in Muncie, Indiana, on April 7 and April 8, 2024. The upper graph shows fluctuations in the magnetic field on April 7. The lower graph highlights an eclipse on April 8, indicated by a shaded area between dashed vertical lines, showing a noticeable dip in the magnetic field around 18:00 UT. The coordinates 40.20N, 85.44W are noted on the first graph.

Figure 7. Residual between normalized total magnetic field and normalized temperature curves from Figure 6. The plotted quantity is defined as normalized temperature minus normalized magnetic field, and provides a first-order estimate of non-temperature-related magnetic variations.

Now to show the effects of the eclipse on the magnetic field measurements, we subtract the readings on day 7 from day 8. This assumes that day 7 gives a good representation of the magnetic baseline for day 8 or in other words, that the measurements on day 7 represents the typical daily variations. However, we argue that this approximation is good enough to show any eclipse effect on the ground magnetic field.

The very simple process described above and shown in Figures 58 portray the presence of an eclipse influence on the ground level magnetic fields, which may be attributed to changes in ionospheric electrodynamics during the event. While the exact source of the observed magnetic perturbations remains to be determined, the results suggest a link between the eclipse and transient modifications to current systems in the upper atmosphere. While some environmental noise is unavoidable, the consistency of the eclipse-time residual pattern and the absence of similar features on adjacent days support a geophysical origin. Future work will further quantify anthropogenic magnetic noise using shielded deployments and magnetic interference tests.

Figure 8
Graph showing the residual normalized B-field in arbitrary units versus UT time from 14 to 22 hours in Muncie, Indiana. A red line indicates fluctuations, with a peak around 19 hours, corresponding to an eclipse, marked by vertical blue and pink dashed lines. Coordinates are 40.20N, 85.44W.

Figure 8. Final residual curve showing the difference between eclipse-day and control-day residuals from Figure 7. This aims to isolate the eclipse-related component of the magnetic field signal by subtracting baseline variability.

While this manuscript focuses on the high-quality, uninterrupted measurements from Muncie, Indiana, the EZIE-Mag campaign successfully deployed magnetometers at over a dozen sites across North America. Several of these sites recorded partial eclipse-time data showing qualitatively similar magnetic signatures. Due to variability in data quality, deployment conditions, and environmental noise, a full comparative analysis across sites is ongoing and will be reported in a follow-up study. Nonetheless, the spatial coverage afforded by this campaign provides a valuable resource, and all site data will be publicly available in the accompanying repository (Mesquita, 2025).

5 Discussion

The example observations shown in Figures 58, provide indications of eclipse-associated perturbations in the ground level magnetic fields. That highlights the influence of ionospheric dynamics on ground-based magnetometer measurements. Removing the temperature dependence reveals distinct magnetic signatures coinciding with the eclipse’s progression. While day-to-day geomagnetic variability introduces some uncertainty, the consistent residual patterns suggest the presence of eclipse-associated ionospheric currents, though the precise structure and origin of these currents remain undetermined. These findings underscore the value of low-cost, distributed magnetometer networks such as EZIE-Mag in capturing fairly small and transient current systems. The results also demonstrate how solar eclipses can serve as natural experiments to probe electrodynamic coupling processes between the Sun, ionosphere, and Earth’s magnetic field, advancing our understanding of solar-terrestrial interactions within Heliophysics research.

The EZIE-Mag Eclipse Measurement Campaign demonstrated the effectiveness and scientific value of citizen science-driven Heliophysics-related measurements. Leveraging a large network of engaged citizen scientists equipped with ultra low-cost, science-grade, EZIE-Mag magnetometers, the campaign successfully collected high-quality, distributed datasets during the 8 April 2024, total solar eclipse. The simplicity of the EZIE-Mag setup, combined with clear deployment guidelines and training, empowered participants to contribute meaningful observations with minimal technical barriers.

The successful detection of eclipse-related magnetic signatures, as evidenced by residuals that correlate with the eclipse timing, validates the capability of citizen-collected data to contribute to Heliophysics research without requiring extensive infrastructure. Our campaign also highlighted the importance of community engagement, both in gathering data and in fostering broader public understanding of space weather science. The decentralized approach also demonstrated logistical flexibility, with participants effectively deploying magnetometers across diverse environments while adhering to operational standards. This model of citizen science participation proved to be an efficient and scalable method for extending the reach of future scientific campaigns. That will offer valuable insights for Heliophysics initiatives and public outreach efforts in the future.

Our results and experiences gathered insights into the strengths and improvement areas for conducting citizen science-driven Heliophysics observation campaigns. One of our campaign’s greatest strengths was its decentralized approach, enabling widespread geographic coverage and diverse observational data. The effort was excellent in outreach, engaging participants from diverse background, and fostering broad-based high-level space weather science. The involvement of family and friends, including children, not only broadened participation but also enhanced public engagement and educational impact.

Even though the campaign was successful, our challenges included suboptimal deployment locations for some participants and the presence of non-geophysical magnetic perturbations caused by nearby electromagnetic interference, which impacted data quality of several datasets. To enhance future campaigns, improvements should include offering in-person training for participants including tips and tricks for operating the magnetometer, developing an informational video with general deployment guidelines, and ensuring the availability of a real-time support team to answer participant questions during deployment through a social media platform. These strategies would strengthen the scientific rigor and outreach impact of future citizen science initiatives.

6 Conclusion

The EZIE-Mag Eclipse Measurement Campaign utilized low-cost, citizen-operated magnetometers to observe magnetic field perturbations during the 8 April 2024, total solar eclipse, related to the NASA Heliophysics Big Year. The data acquired provided evidence of eclipse-induced ionospheric currents and demonstrated how citizen science efforts can contribute meaningful observations in geospace research. The campaign also highlighted the importance of community engagement and public education in space weather science. Based on our results, we conclude:

• Eclipse-induced perturbations in ground level magnetic field were observed, suggesting changes in the ionospheric currents during the event. The structure and origin of these currents remain an open question.

•Low-cost, decentralized magnetometer networks like EZIE-Mag are effective tools for detecting transient geophysical phenomena.

•Citizen science participation provided high-quality data and fostered broader public engagement in Heliophysics research.

•Key strengths included the simplicity of deployment, wide geographic coverage, and the educational value of involving participants with diverse background.

•Challenges included suboptimal deployment locations and magnetic interference from nearby environmental sources.

•Future campaigns can be improved with in-person training, the creation of informational videos, and real-time support for participants.

•The EZIE-Mag campaign offers a scalable model for future citizen science efforts in Heliophysics and space weather research.

Data availability statement

The full dataset from the 2024 EZIE-Mag Solar Eclipse Campaign, including calibrated and raw magnetic field measurements from all participating stations, is publicly available at https://doi.org/10.5281/zenodo.15992827 (Mesquita, 2025).

Ethics statement

The patients/participants provided written informed consent to participate in this study.

Author contributions

RM: Visualization, Formal Analysis, Software, Writing – original draft, Data curation, Resources, Validation, Funding acquisition, Methodology, Conceptualization, Investigation, Supervision, Writing – review and editing, Project administration. RB: Data curation, Resources, Supervision, Methodology, Writing – review and editing, Software, Writing – original draft. JG: Writing – original draft, Methodology, Visualization, Resources, Data curation, Investigation, Conceptualization, Writing – review and editing, Software, Funding acquisition. AE: Software, Writing – original draft, Resources, Writing – review and editing, Methodology. NM: Writing – original draft, Writing – review and editing, Resources, Funding acquisition, Supervision. RE: Data curation, Writing – original draft, Writing – review and editing, Resources.

Funding

The author(s) declare that financial support was received for the research and/or publication of this article. The EZIE-Mag project serves as the outreach component of the EZIE Mission, which is funded by NASA’s Science Mission Directorate (SMD) under the Heliophysics Division (HPD). RM would like to acknowledge the NASA Grant 80NSSC23K0094 in the preparation of this paper.

Acknowledgments

We are grateful for the 2024 EZIE-Mag Total Solar Eclipse Campaign citizen scientists for their dedication and invaluable contributions. Special thanks go to Arnav Agrawal, Mathew Bledsoe, Joey Caley, Rui Chen, Peter Chi, Joshua Douty, Nicholas Dutton, Marc Hoffman, Samuel Kim, Rebecca Mosier, Hari Nair, Colleen O’Shea, Todd and Lynn Oliver, Christine Piatko, Ryan Poffenbarger, Jimmy Shackford, and David Stoppfor, for their efforts and support throughout the campaign.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Generative AI statement

The author(s) declare that no Generative AI was used in the creation of this manuscript.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

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Keywords: space weather, citizen science, EZIE-Mag, magnetometry, ionospheric currents, eclipse, Heliophysics Big Year

Citation: Mesquita RLA, Barnes R, Gjerloev J, Eisape A, Mosavi N and Eidson R (2025) Eclipse-induced geomagnetic signatures: the 2024 EZIE-Mag citizen science campaign contribution to the Heliophysics Big Year. Front. Astron. Space Sci. 12:1601396. doi: 10.3389/fspas.2025.1601396

Received: 28 March 2025; Accepted: 28 July 2025;
Published: 13 August 2025.

Edited by:

Hyunju Kim Connor, National Aeronautics and Space Administration, United States

Reviewed by:

Zhonghua Xu, Virginia Tech, United States
Gang Kai Poh, The Catholic University of America, United States

Copyright © 2025 Mesquita, Barnes, Gjerloev, Eisape, Mosavi, Eidson and EZIE-Mag team. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Rafael L. A. Mesquita, cmFmYWVsLm1lc3F1aXRhQGpodWFwbC5lZHU=

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.