@proceedings {1026, title = {Analyzing Meteor Scatter Communications Through Citizen Science and Data Driven Methods}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

Meteor scatter communication is a radio propagation technique that exploits ionized trails produced by meteoroids as they enter Earth{\textquoteright}s atmosphere, enabling brief long-distance radio contacts. As meteors enter the Earth{\textquoteright}s atmosphere, they produce ionized trails which amateur radio operators utilize to bounce signals off, enabling short bursts of long-distance communication. This research investigates the historical growth, practical impact, and physical principles of the effect meteor scatter has on radio communication. Taking advantage of major meteor scatter events, including the Perseids and Geminids, data was collected during organized Meteor Scatter QSO Parties (MSQP). Amateur radio citizen scientists study ionospheric propagation by making contacts using meteor trails using diverse equipment and the WSJT-X digital communication software. The collected data sets from everyone containing a mixture of meteor scatter signals, aircraft scatter, and other propagations are compiled and submitted to an online public database for approval. To deal with the immense amount of data, a machine learning program was created to filter and classify data as meteor scatter events. This research indicates the usefulness of machine learning to isolate events within large scale data sets while gaining a deeper understanding of utilizing meteor induced ionization and its role in radio propagation.

}, author = {Nina Tormann and Nathaniel Frissell and Robert Suggs and Jay Weitzen and Gary Mikitin and Kuldeep Pandey and Mary Lou West} } @proceedings {1028, title = {Assessment of a Low-Cost Magneto-Inductive Magnetometer for Personal Space Weather Stations}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

Low-cost ground-based magnetometers are an important component of Personal Space Weather Station (PSWS) efforts, yet their performance in urban residential environments remains poorly constrained. This work investigates how nearby homes and urban electromagnetic interference influence the noise floor of the RM3100 magneto-inductive magnetometer. Four short-duration measurements were conducted at two locations within a residential property to examine this question. At each location, magnetic field data were collected using a pipe-based apparatus and within a shielded cage, resulting in four experimental configurations. Each measurement spanned approximately one week, producing a total of four weeks of data. Noise characteristics and signal stability are compared across locations and shielding conditions to evaluate the hypothesis that shielding reduces environmental interference and that RM3100-based systems deployed in urban settings can provide data suitable for PSWS applications. By characterizing the limitations and practical considerations of residential magnetometer deployments, this work supports the use of low-cost instrumentation in citizen science, amateur radio{\textendash}driven space weather studies, and distributed ground-based monitoring networks relevant to both community participants and the broader space physics community.

}, author = {Daniel Clancy and Hyomin Kim and Nathaniel Frissell and Rachel Frissell and David Witten} } @proceedings {1051, title = {CINEMA/MOVIE - A NASA research mission to study the Earth{\textquoteright}s magnetic tail, and its conjugate Citizen Science}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

CINEMA is a NASA mission of 9 spacecraft in Low-Earth Orbit, recently approved to move into development, to study the Earth{\textquoteright}s magnetic tail by detecting particles that are accelerated to the poles.\  MOVIE is its conjugate Citizen Science initiative, part of which includes building out ground instruments to compliment the main mission, expected to include All-Sky Cameras, Magnetometers, and various Radio Receivers to probe the coinciding ionospheric conditions.

}, author = {Michael Hartinger and Robyn Millan and Nathaniel Frissell and Kristina Collins and David G. McGaw} } @proceedings {1057, title = {The DASI2 HamSCI Whistler Catcher VLF Reception System}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

The Whistler Catcher VLF Reception System is a very low frequency software defined radio (VLF SDR) system. It utilizes an open hardware, open software, and open data design and philosophy to facilitate and promote citizen science in the study of VLF phenomena; including the Earth{\textquoteright}s natural radio emissions, VLF amateur radio transmissions in the 8270 Hz and 5710 Hz bands, and lightning stroke location. The system consists of both hardware and software. The hardware consists of VLF Active Antenna along with a VLF interface box to supply power and interface the signal; a GNSS interface box to provide a pulse per second (PPS) signal for the purposes of frequency calibration and timestamping; a Behringer UMC202HD USB audio interface for data acquisition, and a thin client PC with serial port. The designs of the VLF Active Antenna, VLF Interface Box, and GNSS Interface Box are all open hardware. The software includes vlfrx-tools, an open source software toolkit primarily for the application of VLF signal capturing, calibration, timestamping, filtering, storage, live listening, retrieval, visualization, EbNaut amateur mode decoding, and other signal processing functions in over 30 individual program utilities. It was written by Paul Nicholson G8LMD [SK], a passionate VLF enthusiast to whom the Whistler Catcher VLF Reception System is dedicated.

}, author = {Jonathan Rizzo and Nathaniel Frissell} } @proceedings {1061, title = {Development of a Contesting and DXing Dashboard for the HamSCI Personal Space Weather Station}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

This project aims to develop a dashboard display specifically for amateur radio HF contesting, DXing, and general operations using data from the HamSCI Personal Space Weather Station as well as potentially adding other local and remote real time data. The HamSCI Personal Space Weather Station is a multi-instrument system designed to measure space weather for both scientific research and amateur radio operations. The core of the PSWS is the RX-888/KA9Q-radio WSPRDaemon-Grape High Frequency (HF) software-defined radio (SDR), capable of capturing and analyzing signals across the 0.3-30 MHz range. While most PSWS development efforts thus far have focused on strictly scientific objectives, this project will aim to make the data available and useful in real time for Ham Radio Operators. The dashboard has a goal of enhancing real-time HF propagation assessments for amateur radio operators. By decoding WSPR, FT8, and FT4 spots and integrating with external space weather observations, this dashboard will provide propagation insights on an individual station basis through both an interactive map view and a regional band-opening table. A working prototype of the dashboard is currently operational, demonstrating real-time spot visualization. The dashboard will also contribute to a larger understanding of both localized and global HF conditions. This should allow amateur radio operators to optimize their transmissions based on real-time ionospheric conditions, which can help improve contesting efficiency and DXing success. This project will involve the HamSCI Community, the Frankford Radio Club, and W3USR. This project aims to advance amateur radio capabilities and strengthen science contributions to space weather research.

}, author = {Owen Ruzanski and Liam Miller and Nathaniel Frissell and Ray Sokola and Bud Trench} } @proceedings {1033, title = {Development of a low-cost magnetometer system for a coordinated space weather monitoring}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

In addition to auroral observations, magnetic field measurements are one of the traditional ground-based methods for observing space weather phenomena. For this purpose, magnetic sensors, known as magnetometers, are widely used in space research. Ground-based magnetometers provide critical information on how solar activity impacts the Earth{\textquoteright}s magnetosphere and the ionosphere. In particular, geomagnetically induced currents (GICs) due to temporal changes in the magnetic field (dB/dt), are a major concern in space weather studies. As part of the Ham Radio Science Citizen Investigation (HamSCI) Personal Space Weather Station (PSWS) project, a low-cost, commercial off-the-shelf magnetometer has been developed to provide quantitative and qualitative measurements of the geospace environment from the ground for both scientific and operational purposes at a cost that will allow for crowd-sourced data contributions. The PSWS magnetometers employ a magneto-inductive sensor technology to record three-axis magnetic field variations with a field resolution of approximately 3 nT at a sampling rate of 1 Hz. Data from the PSWS network will combine these magnetometer measurements with high frequency (HF, 3{\textendash}30 MHz) radio observations to monitor large-scale current systems and ionospheric disturbances due to drivers from both space and the atmosphere. Once established, a densely spaced magnetometer array will demonstrate space weather monitoring capabilities over an unprecedented spatial extent. Magnetic field data collected by PSWS magnetometers installed at various locations across the United States are presented and compared with data from nearby existing magnetometers, demonstrating that the PSWS instruments provide performance that is well suited for scientific investigations.

}, author = {Hyomin Kim and Nathaniel Frissell and Rachel Frissell and David Witten and Daniel Clancy} } @proceedings {1010, title = {HamSCI Link Budget: Observations and Modeling the Signal Strength of HF Radio Links from WWV to W2NAF}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

This work explores the ionospheric High Frequency (HF) absorptions, specifically at 5 and 10 MHz. We investigate the HF absorption levels for the radio links from the two National Institute of Standards and Technology (NIST) dedicated Radio transmitting Stations, WWV Colorado and WWV Hawaii, to the Personal Space Weather Station (PSWS) receiver W2NAF. W2NAF, located near Scranton, Pennsylvania, is equipped with the GPS-disciplined Great Radio Amateur Propagation Experiment (GRAPE) receiver. Our work utilizes the International Reference Ionosphere (IRI-2020) model and PHaRLAP ray tracer to calculate the absorptions of the HF rays from the two WWV transmitters to W2NAF connected by 1, 2, or 3 hop links. For the modeled rays, we also calculate the percentage of successful rays connecting WWV and W2NAF. Our results show that the modeled absorptions are consistent with the signal strength observations for some of the quiet days, albeit with divergences at others. We will present these results on the data-model comparison of the Ham Radio Science Citizen Investigation (HamSCI) link budget.

}, author = {Gamal Zayed and Kuldeep Pandey and Nathaniel Frissell} } @proceedings {1008, title = {HF Doppler Studies of the 2024 Total Solar Eclipse}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

Continued study of the ionosphere, the critical boundary between Earth{\textquoteright}s atmosphere and space, is critical for understanding the entire coupled Geo space system. Variation in ionization in this region has wide-spread effects including influencing radio wave propagation, marking Ionospheric research as an interest not just to scientists, but also to Ham Radio Operators. The HamSCI collaboration combines the efforts of these two groups to improve ionospheric studies through instrumentation development and observation, and a recent target for HamSCI science was the 2024 Total Solar Eclipse. Surrounding totality, a brief disruption of ionization causes a change in propagation path length, resulting in a Doppler shift in the radio signal. Using observational data from a HamSCI GRAPE HF receiver, we examine the spectra for 9 different frequencies to determine the processes occurring in the ionosphere.

}, author = {Emma Moran and Nathaniel Frissell} } @proceedings {1022, title = {A Low-Cost Low-Power Chirp Ionosonde for Studying the Ionospheric Impacts of Space Weather}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {The ionosphere is a region of the atmosphere characterized by both ions and electrons. It is highly active and experiences changes in parameters such as electron density at different altitudes, based on the energy absorbed from the sun. Ionosondes are a type of radar used to gather data about the height of the ionosphere by transmitting a signal towards the ionosphere. This signal is refracted back to the Earth{\textquoteright}s surface and received in such a manner that return echoes can be timed to calculate the height profile of the bottomside ionosphere. Traditional ionosondes require large antenna systems and high amounts of power. Recent advancements in software defined radio (SDR) technology, advanced digital signal processing, and computational efficiency enable the size, cost, and power demands of an ionosonde system to be reduced. An Ettus N200 Universal Radio Peripheral was used in our system to verify the reliability of our methods, and during the 2024 total solar eclipse, the system was successfully used to sound the ionosphere. It recorded virtual layer height data comparable to multimillion-dollar ionosonde systems. Since then, we have updated the system to use the newer Red Pitaya SDRlab 122-16. This more affordable board is able to sound the ionosphere, using the same methods as the Ettus based system. Additionally, the system is now in a smaller and more portable form. Currently, we are improving its ability to collect data automatically and be controlled remotely. Furthermore, we are continuing to improve our sounding methods to obtain more data using the same hardware.}, author = {Gerard Piccini and Andrew Rodland and Robert McGwier and Robert Spalletta and Nathaniel Frissell and Majid Mokhtari and Philip Erickson} } @proceedings {1014, title = {Multi-Year Climatology of Large-Scale Traveling Ionospheric Disturbances Observed with High Frequency Amateur Radio Receiving Networks Using a Novel Automated Detection Algorithm}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

We present a fully automated, deterministic technique for detecting and characterizing Large Scale Traveling Ionospheric Disturbances (LSTIDs) using 14 MHz amateur (ham) radio data. The method isolates wave periods between 1{\textendash}5 hours and applies sinusoidal curve fitting to the first-hop skip-distance edge of observed communication ranges, yielding quantitative estimates of LSTID amplitude and period. Data from the Weak Signal Propagation Reporting Network (WSPRNet), the Reverse Beacon Network (RBN), and PSKReporter, which is now merged and available on the CEDAR Madrigal database, were used produce a unified multi-year climatology of LSTID activity over the continental United States (2016{\textendash}2023). Results show clear seasonal patterns: enhanced LSTID occurrence during winter, weaker activity in spring and fall, and modest summer increases. These results are consistent with prior studies and suggest modulation by neutral wind filtering, sudden stratospheric warming (SSW), vertical coupling, and solar activity.

}, author = {Diego Sanchez and Mary Lou West and Nathaniel Frissell and Gareth Perry and V. Lynn Harve and Bill Engelke and Nicholas Callahan and Philip Erickso and Erich Becker and Sharon Vadas} } @proceedings {1045, title = {Personal Space Weather Station Observations of the Gannon Geomagnetic Storm}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

The geomagnetic storm known as the Gannon Storm took place from 10-13 May 2024. Classified as a G5 geomagnetic storm, the Gannon Storm was the most extreme event of its kind to occur in the past two decades. Space weather events of this magnitude have significant impacts on orbiting satellites, navigation systems, power grids, and communications. Particularly, geomagnetic storms are known to disrupt technologies that utilize the high frequency (HF) portion of the radio spectrum. The aim of this study is to understand the Gannon Storm{\textquoteright}s effects on HF propagation. Using the Ham Radio Science Citizen Investigation{\textquoteright}s network of personal space weather stations (PSWSs), Doppler shift data gathered during the Gannon Storm is examined and compared against data collected on days with quieter geomagnetic conditions. PSWS receivers detected elevated Doppler shifts among traveling HF signals and more interruptions to the signals than is typical. Studying the Gannon Storm{\textquoteright}s effects on HF propagation can inform how technologies that rely on these frequencies may be better equipped against similar extreme space weather events in the future.\ \ \ 

}, author = {Rebecca Potter and Nathaniel Frissell and Gwyn Griffiths and Kuldeep Pandey} } @proceedings {1048, title = {Phase Coding in Digital SuperDARN Radars to Observe Oblique Scattering}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

Super Dual Auroral Radar Network (SuperDARN) is a network of HF radars in the mid to high-latitude regions that observe space weather effects on the ionosphere and magnetosphere. These radars typically transmit a single frequency multi-pulse sequence in the 8-22MHz range in a monostatic configuration. Between 2019 and 2020, two radars were reconfigured at certain times to carry out bistatic operations to demonstrate detecting oblique scatter. These operations were limited to intersecting fields-of-view of both radars, and forcing one radar to be receive-only, disrupting regular radar operation. The results of these operations showed a need for a more flexible approach that is not constrained by mode or field-of-view. Since then, some radars in the network have been converted to a Software Defined Radio (SDR) based system. An SDR-based system enables greater configurability in the transmit waveform the radar uses, including the possibility to encode unique radar IDs into the pulse. Operating modes incorporating phase coding are currently in use for their increased range resolution, so phase coding an ID in the transmit pulse would not affect the normal operation of the radar. This work proposes that SuperDARN radar waveforms with phase-coded IDs could be received by low-cost SDRs similar to the PSWS Grape receivers, to study propagation and oblique scattering in the ionosphere.

}, author = {Allison Pitzl and Kevin Sterne and Mike Ruohoniemi and Joseph Baker and Bharat Kunduri and Nathaniel Frissell} } @proceedings {1036, title = {Radio Propagation Time Of Flight Measurements:}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

Time Of Flight measurements over multiple paths can be a valuable tool when validating and refining radio propagation models. This presentation will discuss current methods in use and several new projects and designs that are being developed for the HamSCI PSWS program. These will include the {\textquotedblleft}Time-Sync Injector{\textquotedblright} and associated software, which is used with an Software Defined Radio such as the RX-888 to allow accurate Time Of Arrival measurement of received signals. Also described will be the {\textquotedblleft}Time-Stamp Transmitter{\textquotedblright}, which generates flexible-format time-stamped signals, and a new receiver design, based on the RX-888, but intended to serve as a platform for future time and frequency measurement projects.

}, author = {Nathaniel Frissell and Scott Newell and Rob Robinett and Clinton Turner and Gwyn Griffiths and Paul Elliott} } @proceedings {1065, title = {A Real-Time Web Dashboard for Measuring Earth{\textquoteright}s Magnetic Field}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

Recent events, such as the 2024 Gannon solar storms, have prompted much closer investigation into how various kinds of interactions with the Earth{\textquoteright}s magnetosphere \ ffect it. Such measurements of Earth{\textquoteright}s magnetic field are observed by devices known as magnetometers. Existing research in this area has produced a cost-efficient solution for amateur radio enthusiasts and interested researchers to set up their own magnetometers within the confines of their homes (Kim et al. 2024). However, the current resources that exist for interpreting these measurements are limited and insufficient for the average researcher. We present a prototype of a web application that visualizes both real-time and historical readings from our existing magnetometer system.

}, author = {Jackson Conti and Nathaniel Frissell and David Witten and Robert Spalletta and Hyomin Kim} } @proceedings {1049, title = {The SoFIE CubeSat Mission: A Global Opportunity for Amateur Radio Operators as Citizen Scientists}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

The Solar Flare and Ionosphere Explorer (SoFIE) CubeSat mission is a unique opportunity for the global amateur radio community to actively engage in cutting-edge space science and ionospheric research. Developed by students at Saint Francis University (Loretto, Pennsylvania) in collaboration with the University of Scranton{\textquoteright}s HamSCI initiative, this 3U CubeSat features a 3{\textendash}30 MHz HF receiver and a single-frequency (~8 MHz) topside sounder, color aurora imager, 630 nm oxygen line imager, and a soft X-ray monitor. The scientific objective of the mission is to study the effects of solar flares on the Earth{\textquoteright}s ionosphere. The anticipated launch is no earlier than late 2027. This presentation will review the architecture of the SoFIE mission and outline how amateur radio operators on every continent can become integral members of the SoFIE science team through HamSCI. Operators can propose novel experimental techniques and participate in coordinated transionospheric measurements, leveraging existing equipment and networks as individuals or teams. All mission data will be made publicly accessible through open-source databases, empowering operators to not just contribute data but also lead independent analyses and publish their findings.

}, author = {Lanika Ruzhitskaya and Nathaniel Frissell and Kornyanat Hozumi and Jeffrey Mendenhall} } @proceedings {1037, title = {Solar Eclipse Through Ham Radio: What the Bands Revealed}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, author = {Kuldeep Pandey and Gareth Perry and Nathaniel Frissell and Travis Atkinson and William Engelke and Joseph Huba and Mary Lou West and Phillip Gladstone and Cameron Cushing and McKenzie Denton and Gwyn Griffiths and Edward Efchak and Gary Mikitin and H Ward Silver} } @proceedings {1064, title = {Starting a Low-Cost SDR Beacon Receiver Project for Studying Extended Tropospheric Propagation on 432/902/1296 MHz}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {In this project, we will build and test a low cost SDR-based receive system to study extended tropospheric propagation on 144 MHz, 432 MHz, 902 MHz, and 1296 MHz, with the primary goal of understanding how radio signals travel far beyond normal line of sight. This can be caused by atmospheric or other tropospheric conditions such as refraction, inversion layer ducting, tropospheric scatter, and aircraft scatter. These extended propagation events are important not only for amateur radio operators who monitor weak signals, but also for synchronized wireless Applications. The end goal of this project is to create an AI algorithm based in large datasets in order to forecast signal propagation under specific atmospheric, tropospheric, and topographic circumstances for the cellular wireless industry, particularly in 5G. Additional applications exist in the military, reducing communication interception rates and improving communications clarity between allied forces. This research will also carry significant advantages for reducing interference in VHF/UHF radio. systems where late arriving signals can create interference or affect timing.}, author = {Declan Reavy and Brett Hoey and Josephine Coffey and Katie Martinez and Navid Shahrouzi and Nathaniel Frissell and Gordon Beattie Jr} } @proceedings {1027, title = {Understanding HamSCI Magnetometers Measurements and Observations: A Preliminary Report and Demonstration}, year = {2026}, month = {03/2026}, publisher = {HamSCI}, address = {Newington, CT}, abstract = {

Ground-based magnetometers are unique instruments that allow for remote sensing of the dynamics and structure of the geospace magnetospheric environment directly from the Earth{\textquoteright}s surface. Traditionally, science-grade magnetometers for this purpose have been prohibitively expensive for individuals to operate; therefore, geomagnetic observations are normally restricted to select sites operated by research institutions and government agencies. Recent technological developments by industry and citizen science organizations have brought down the cost of magnetometer ownership and operation to a level affordable by individuals. Such a magnetometer is part of the HamSCI Personal Space Weather Station (PSWS) suite, which includes not only a ground magnetometer for magnetospheric studies, but also radio receivers for ionospheric studies. The HamSCI PSWS project is led by the University of Scranton, but research here has primarily focused on supporting the radio instrumentation of the project. In this presentation/demonstration we have established a laboratory testbed in the University of Scranton Loyola Science center. This testbed is currently being used to develop in-house expertise in the HamSCI magnetometer system to allow faculty, staff, and students at Scranton to better understand instrument operation, capabilities, limitations for the purpose of improved data analysis and support of the Citizen Science Community that will be operating these systems. In this presentation/demonstration, we will showcase how we are using it and our simulation of the Gannon Storm.

}, author = {Rachel Frissell and Christine Zakzewski and Majid Mokhtari and Dave Witten and Nathaniel Frissell} } @proceedings {1016, title = {What is the ITU-R-HF Model and How Could it Be Used in a HF Contesting Dashboard?}, year = {2026}, month = {03/2026}, abstract = {

The ITU-R HF propagation model is a method for mathematically determining the chance as a percentage of being able to reach a given performance criterion. It can be used to model an expected Signal to Noise Ratio (SNR), Maximum Usable Frequency (MUF), or Field Strength over a given month. It uses known mathematical models of the ionosphere to determine generalized propagation through the E and F2 layers of the ionosphere and gives considerably accurate predictions. Our goal is to use this method with a currently existing HF contesting dashboard that utilizes the Personal Space Weather Station (PSWS) to determine if appropriate conditions exist for making a contact in real time. Through ITU-R recommendations and with programming assistance from Anthropic{\textquoteright}s Claude.ai, we are working to integrate these scientific modeling methods with real-time data with the PSWS. After successful implementation of the ITU-R HF model, we can use model assimilation techniques to achieve higher accuracy predictions. Using the technology, we will be able to achieve more accurate band opening prediction, DX propagation prediction, and ionospheric modeling.

}, author = {Liam Miller and Owen Ruzanski and Nathaniel Frissell and Bud Trench and Ray Sokola} } @proceedings {931, title = {Analysis by Citizen Scientists of Doppler Radio Observations of the April, 2024 Solar Eclipse}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

The HamSCI community (Ham Radio Science Citizen Investigation) has analyzed high frequency radio observations of the total solar eclipse of April 8, 2024 and found interesting correlations. Nearly fifty ham radio operators recorded over 200 Doppler time series of the national time standard transmitters WWV in Colorado and CHU in Canada using specialized GRAPE (Great Radio Amateur Propagation Experiment) receivers. These observations are archived at the Personal Space Weather Station website, and cover ten frequencies from 0.6 to 25 MHz. There were over sixty different paths from transmitter to receiver at various angles across and along the path of totality from Texas to Maine. For each observation six citizen scientists collected demographic data, found distances and midpoints (where radio signals are reflected from the ionosphere), noted local eclipse information, measured the maximum Doppler shifts, counted multi-path signals, and judged the symmetry of the S-shaped Doppler curves over ingress and egress time periods. We found that the Doppler shifts depend mostly on the Sun{\textquoteright}s obscuration at the midpoint, but also on the carrier frequency and the distance between the transmitter and the receiver. At closer distances a radio wave measured a greater change in the path length as the bottom of the ionosphere retreated skyward and then returned as the Moon uncovered the Sun. \ 

}, author = {Mary Lou West and Nathaniel Frissell and Gary Mikitin and Gregory Popelas and Ronald Wilcox and McKenzie Denton and Robert Spalletta and William Engelke and Gwyn Griffiths and Steve Cerwin} } @proceedings {932, title = {Analysis of the HamSCI Solar Eclipse High Frequency Time Difference of Arrival Experiment Observations Using Automated Techniques}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

The objective of our research is to use narrowband linear audio pulses, which are sensitive to time displacement, and transmit them through High Frequency (HF) commercial off-the-shelf (COTS) single-sideband (SSB) amateur radios to measure changes in ionospheric reflection heights, specifically during a solar eclipse. This will be accomplished and automated using programming techniques learned in the Digital Signal Processing course at the University of Scranton, where the primary objective is to use TDOA (Time Difference of Arrival), a technique that measures the time displacement of single/multiple paths as they reach a receiving station. These TDOA values will be manipulated using a virtual height model that will yield different values of ionospheric layer heights based on the locations of the receiving and transmitting stations. During the October 2023 and April 2024 solar eclipses, WA5FRF transmitted a series of linear audio pulses (chirps) every 10{\textendash}15 minutes to various receiving stations on the 5, 7, and 14 MHz amateur radio bands. Received signals were squared and filtered to detect the waveform envelope. Correlation with a matched signal was then used to identify the start time of each chirp, after which a Fast Fourier Transform (FFT) was used to identify the beat-note frequency generated by multipath propagation. The October 2023 eclipse automated analysis shows that the F region reflection point was raised from 262.5 km at 17:00 UTC to 300 km at eclipse maximum at 17:30 UTC. The April 2024 eclipse analysis shows no real maximum reflection point; however, it does indicate an increase in layer height following maximum obscuration at 18:30 UTC. Both analyses are in good agreement with the hmf2 observations of the Austin Ionosonde. The intended purpose was to monitor multipath interference for 1{\textendash}2 hops off of the F2 layer; however, recent developments in this automated process yield additional data for other modes.

}, author = {Alexandros Papadopoulos and Gerard Piccini and Nathaniel Frissell and Steve Cerwin and Jesse McMahan and Paul Bilberry and Blackshear Samuel and Aidan Montaigne and Kristina Collins and Robert Spalletta} } @proceedings {949, title = {Climatology of Large-Scale Traveling Ionospheric Disturbances Observed with 14 MHz Amateur Radio Using a Novel Automated Detection Technique}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

We present a multi-year climatology of Large Scale Traveling Ionospheric Disturbance (LSTID) period oscillations observed using 14 MHz amateur (ham) radio data. Traveling ionospheric disturbances (TIDs) are quasi periodic electron density perturbations in the F region ionosphere that affect radio communications and can help with understanding energy transport throughout the coupled magnetosphere-ionosphere-neutral atmosphere system. These are seen, in daytime, as variations in contact ranges in 14 MHz amateur radio communication reports recorded by automated monitoring systems such as the Weak Signal Propagation Reporting Network (WSPRNet), the Reverse Beacon Network (RBN), and PSKReporter. A new deterministic and fully automated method was developed for identifying and quantifying these disturbances. This technique, which filters for TID wave periods between 1 and 5 hours and curve fits a sinusoidal function to the first hop skip-distance edge of observed communication ranges, provides both TID amplitudes and periods. In this study, we present full year climatologies of LSTID events over the continental United States (CONUS) using RBN, WSPRNet, and PSK observations from 2016- 2021. Results are organized as a function wave period, amplitude, and season. We find that LSTIDs increase in winter and decline during the fall and spring, with slight enhancements in the summer and occasional brief declines in LSTID winter activity. This seasonal pattern shows consistency with previous studies and observations of LSTIDs and medium scale TIDs that suggests this behavior may be associated with neutral wind filtering in the middle atmosphere, sudden stratospheric warming (SSW) events, and multi-step vertical coupling (MSVC) processes. MSVC is a process where gravity waves (GWs) from the lower neutral atmosphere propagate upwards, break, and produce new, higher-order GWs in the thermosphere and TIDs in the ionosphere.

}, author = {Diego Sanchez and Nathaniel Frissell and Mary Lou West and V. Lynn Harvey and Sharon Vadas and Erich Becker and Gareth Perry and William Engelke and Nicholas Callahan and Philip Erickson} } @proceedings {971, title = {Development of a Contesting and DXing Dashboard for the HamSCI Personal Space Weather Station}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

This project aims to develop a dashboard display specifically for amateur radio HF contesting, DXing, and general operations using data from the HamSCI Personal Space Weather Station as well as potentially adding other local and remote real time data. The HamSCI Personal Space Weather Station is a multi-instrument system designed to measure space weather for both scientific research and amateur radio operations. The core of the PSWS is the RX-888/KA9Q-radio WSPRDaemon-Grape High Frequency (HF) software-defined radio (SDR), capable of capturing and analyzing signals across the 0.3-30 MHz range. While most PSWS development efforts thus far have focused on strictly scientific objectives, this project will aim to make the data available and useful in real time for Ham Radio Operators. The dashboard has a goal of enhancing real-time HF propagation assessments for amateur radio operators. By decoding WSPR spots and integrating with external space weather observations, this dashboard will provide propagation insights on an individual station basis. The dashboard will also contribute to a larger understanding of both localized and global HF conditions. This should allow amateur radio operators to optimize their transmissions based on real-time ionospheric conditions, which can help improve contesting efficiency and DXing success. This project will involve the HamSCI Community, the Frankford Radio Club, and W3USR. This project aims to advance amateur radio capabilities and strengthen science contributions to space weather research.

}, author = {Owen Ruzanski and Nathaniel Frissell and Ray Sokola and Bud Trench} } @proceedings {958, title = {HamSCI as a Tool for Equatorial Plasma Bubbles Study}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, author = {Kornyanat Hozumi and Nathaniel Frissell} } @proceedings {929, title = {HamSCI Solar Eclipse QSO Party (SEQP): Observations and Modeling on Ionospheric Effects}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

This study investigates the ionospheric changes during the solar eclipse of April 2024 using data from the HamSCI Solar Eclipse QSO Party (SEQP). SEQP collected radio communication data reported by ham radio operators and global automated receiving networks (e.g., WSPRNet, the Reverse Beacon Network, and PSKReporter). The datasets include radio communications at multiple frequencies in the high frequency (HF) and very high frequency (VHF) bands. Thousands of ham radio operators across the contiguous United States (CONUS) and around the globe contributed to the observations with unprecedented temporal, spatial, and spectral coverage. SEQP datasets are used to infer ionospheric state before, during, and after the solar eclipse. We use the ham radio datasets along with PHaRLAP raytrace modeling to infer the ionospheric response of the solar eclipse and also evaluate the outputs of the physics-based model SAMI3 for the eclipse ionosphere. Our findings suggest that the solar eclipse increased the range of radio communications at lower HF band (3.5, 7, 10 MHz), but decreased the longer range communications at higher HF band (21, 24, 28 MHz). Ham radio datasets from stations continually operated during the eclipse show an earlier opening of radio links between the US and Europe on the eclipse day. We are conducting modeling studies to understand the causes of changes in ham radio observations and to examine the potential combined effect of the sunset terminator and eclipse shadow during the later phase of the eclipse.

}, author = {Kuldeep Pandey and Gareth Perry and Nathaniel Frissell and Travis Atkinson and William Engelke and Joseph Huba and Mary Lou West and Philip Gladstone and Cameron Cushing and McKenzie Denton and Edward Efchak and Gary Mikitin and H. Ward Silver} } @proceedings {935, title = {High-Frequency Signal Strength Simulation at GRAPE Personal Space Weather Stations Using PHaRLAP Ray Tracing}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

High-frequency (HF) radio wave propagation serves as both a vital communication tool and a probe for ionospheric behavior. This work models and analyzes the reception of HF signals from the standard transmitting station WWV (Fort Collins, Colorado) to two well-calibrated Personal Space Weather Stations (PSWS): W2NAF (Scranton, Pennsylvania) and K6KPH (Point Reyes, California). These stations are equipped with Great Radio Amateur Propagation Experiment (GRAPE) receivers{\textemdash}GPS-disciplined systems designed to measure standard time signals with high precision. To simulate HF wave propagation, we use the Provision of High-Frequency Raytracing Laboratory for Propagation Studies (PHaRLAP), a MATLAB toolbox for ionospheric ray tracing. Utilizing the data-based International Reference Ionosphere (IRI) 2020 model, which supplies the ionospheric background conditions, we analyze HF propagation at 5, 10, and 15 MHz by launching a fan of rays at varying elevation angles to determine which rays successfully reach the receivers. In addition, we are extending our simulations using the Python-based SAMI3 ionospheric model. We also compute ionospheric HF absorption and compare the modeled values with the observed signal strengths recorded by the PSWS throughout the day, aiming for the predicted absorption to be within one order of magnitude of the observations. This work enhances our understanding of how ionospheric absorption affects HF signal strength across different times of day and seasons, thereby contributing to space science, space weather research, and amateur radio science.

}, author = {Gamal Zayed and Nathaniel Frissell and Kuldeep Pandey} } @proceedings {957, title = {How Do We Put a HamSCI Personal Space Weather Station in Antarctica?}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

We present initial ideas on how to place a HamSCI Personal Space Weather Station at United States Antarctic Research Stations.

}, author = {Rebecca Potter and Nina Tormann and Christine Zakzewski and Majid Mokhtari and Nathaniel Frissell and Ken Martin and Jermey McLynch and Hyomin Kim and Gareth Perry and David McGaw and James LaBelle and Tedi Godfrey and Michael Hartje and Gwyn Griffiths and Rob Robinett and Paul Elliott} } @proceedings {975, title = {Incorporating HamSCI Project into a College Physics Course: A Progress Report}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

We report on citizen science activities in a physics course and Space Force ROTC training designed to engage undergraduate students and cadets in the HamSCI Personal Space Weather Station (PSWS) project. The New Jersey Institute of Technology (NJIT) Physics Department offers a senior-level lab course, "Advanced Physics Lab," where students are expected to gain hands-on experience with experimental techniques, instrumentation, theoretical and applied electronics, solid-state electronic devices, and experiments in modern physics by performing quantitative measurements of fundamental physical parameters. In this lab, students work in a largely unstructured environment, where they are provided with equipment and related manuals to conduct experiments with minimal instructor supervision. Traditionally, students have followed preset lab setups, guided by the manuals that accompany the equipment. While this approach helps students relate lab results to established physics theories and principles, its impact has been limited due to a lack of "hands-on" experience and real-world application demonstrations. The HamSCI PSWS project provides an excellent opportunity to address this gap. Through the project, students build and test scientific instruments, using them for investigations that engage them directly in scientific inquiry. This paper presents an evaluation of the impact of this undergraduate class activity on future workforce development, utilizing HamSCI resources.

}, author = {Hyomin Kim and Jeremy McLynch and Joseph Visone and Dominick Santelli and Sergio Santelli and Gareth Perry and Nathaniel Frissell and Gary Mikitin and John Gibbons and David Witten} } @proceedings {953, title = {Integration \& Validation of a Standardized Library \& File Format for PyDARNMUSIC \& DARNtids: Migrating From Legacy Pickle Files to HDF5 \& Implementing a Comprehensive Testing Suite}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

The PyDARN Multiple Signal Classification (PyDARN-MUSIC) algorithm is a general, widely used sign processing algorithm for determining the parameters of multiple wavefronts arriving at an antenna array from measurements made on the signals received at the array elements. It has been used in previous Super Dual Auroral Radar Network (SuperDARN) studies to determine the size, strength, speed, and direction of Medium Scale Traveling Ionospheric Disturbances (MSTIDs). DARNtids (Dual Auroral Radar Network Traveling Ionospheric Disturbances) is a python-based open-source software toolkit that first detects level of MSTID activity in SuperDARN data and then runs the MSTID MUSIC analysis software on event periods with significant MSTIDs. DARNtids can run the SuperDARN MUSIC algorithm automatically on thousands\  individual analysis periods. Both PyDARN-MUSIC and DARNtids use pickle files for storing Python objects\  byte streams. Pickle files are fragile and cannot be easily manipulated and used on modern systems. They are specific to Python, produce massive serialized values, and are slower than alternative options. As result, both repositories have experienced software engineering challenges related to portability, interoperability, testability, and maintainability, thereby forcing runs to take significantly longer than necessary, data to be stored inefficiently, and the debugging process to be difficult. We present the methodology taken to seamlessly replace dependencies on pickle files in PyDARN-MUSIC and DARNtids integrating the Hierarchical Data Format Version 5 (HDF5) file format and library. We further discuss validation techniques via the newly implemented PyDARN-MUSIC test suite to ensure numerical data accuracy between existing pickle file results and new HDF5 result.

}, author = {Nicholas Guerra and James Fox and Thomas Pisano and Michael Molzen and Nathaniel Frissell and Paul Jackowitz and Joseph B. H. Baker and J. Michael Ruohoniemi} } @proceedings {972, title = {Investigating January 2016 Traveling Ionospheric Disturbance Causes with SuperDARN}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

Medium-Scale Traveling Ionospheric Disturbances (MSTIDs) are quasi-periodic variations of F-region ionospheric densities that are most often associated with atmospheric gravity waves (GWs) generated in the lower neutral atmosphere. The ionospheric variations caused by MSTIDs can focus and defocus HF radio signals, propagating through the ionosphere, thereby causing changes in the range at which these radio signals are refracted back to Earth. Using this principle, high frequency radars such as those in the Super Dual Auroral Radar Network (SuperDARN) can be used to observe MSTIDs. The SuperDARN MSTID Multiple Signal Classification (MUSIC) Algorithm can be used to determine the period, wavelength, speed, and direction of propagation of the observed MSTIDs. We present SuperDARN observations over the North American continent for the period of 11-16 January 2016 as shown in Vadas et. Al. 2024. \ This period is known to be important in terms of the polar vortex generating GWs that seed MSTID activity through multi-step vertical coupling processes. A period of low MSTID activity is observed from 11-13 January followed by a period of elevated MSTID activity from 14-16 January, which is observed across multiple radar fields of view. For this period of interest, an Investigation of MUSIC{\textquoteright}s radar-by-radar reports of observed MSTID parameters including direction of propagation, speed, and period and their comparison to polar vortex activity level observation is also presented.\ 

}, author = {Michael Molzen and Nathaniel Frissell and Sharon Vadas and Lynn Harvey} } @proceedings {936, title = {Ionospheric Variability{\textquoteright}s Impact on HF Propagation: Insights from Grape V1 Doppler Residuals and PHaRLAP Ray Tracing}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

This study investigates the impact of ionospheric variability on HF (3-30 MHz) skywave propagation, a critical aspect of long-range radio communication. Using a dedicated HamSCI Grape V1 low-IF receiver (K2MFF) at NJIT, we analyze long-term Doppler residual measurements of the 10 MHz WWV signal from Fort Collins, CO. Our observations reveal a strong correlation between stable daytime propagation and a Cauchy distribution of Doppler residuals, while sporadic nighttime conditions align more with a combination of exponential power and log-normal statistics. This pattern is consistent across our dataset, barring dates of atypical solar irradiance on the ionosphere, such as during high-class solar flares and solar eclipses. We compare these findings with PHaRLAP ray-tracing simulations using an IRI ionosphere model, allowing us to visualize the signal{\textquoteright}s ray path and pinpoint the ionospheric altitudes (100-400 km) responsible for observed features. Raytracing results attribute daytime signal stability to a superposition of multi-hop modes, while nighttime oscillations linked to TIDs are measurable due to 1-hop dominance. By examining diurnal variations in Doppler residuals, this work provides amateur radio operators with a better understanding of ionospheric dynamics and their impact on HF communication, ultimately contributing to improved prediction of propagation conditions and more effective use of the HF spectrum. Additionally, this work provides a foundation for interpreting real-time propagation data and understanding the effects of solar activity and ionospheric variations on signal quality and reliability for amateur radio communication.

}, author = {Sabastian Fernandes and Gareth Perry and Tiago Trigo and Nathaniel Frissell and John Gibbons} } @proceedings {961, title = {A Low-Cost Low-Power Chirp Ionosonde for Studying Eclipse Ionospheric Impacts}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

The ionosphere is a region of the atmosphere characterized by both ions and electrons. It is highly active and experiences changes in parameters such as electron density at different altitudes, based on the energy absorbed from the sun. Ionosondes are a type of radar used to gather data about the height of the ionosphere by transmitting a signal towards the ionosphere.\  This signal is refracted back to the Earth{\textquoteright}s surface and received in such a manner that return echoes can be timed to calculate the height profile of the bottomside ionosphere. Traditional ionosondes require large antenna systems and high amounts of power. Recent advancements in software defined radio (SDR) technology, advanced digital signal processing (DSP), and computational efficiency enable the size, cost, and power demands of an ionosonde system to be reduced. Two systems are currently used in this project: the Ettus N200 Universal Radio Peripheral (USRP) and the newer Red Pitaya SDRlab 122-16. Using amateur radio fan dipoles and GNU Radio code, the Ettus system was used successfully to sound the ionosphere during the 2024 total solar eclipse. It recorded virtual layer height data comparable to multimillion-dollar ionosonde systems. We are now working to assemble the Red Pitaya system into a smaller form that can be assembled inexpensively and operated with ease. In the following weeks we will improve our sounding methods to be able to obtain more data.

}, author = {Gerard Piccini and Robert McGwier and Robert Spaletta and Nathaniel Frissell and Majid Mokhtari and Philip Erickson} } @proceedings {925, title = {Software Development for the Grape Personal Space Weather Station v2}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

The Grape 2 is a three-channel radio receiver and an integral component of the broader Personal Space Weather Station (PSWS) project. The PSWS network is a distributed array of radio receivers designed to continuously monitor changes in the Earth{\textquoteright}s ionosphere. It achieves this by tracking frequency standard stations, such as WWV, WWVH, and CHU, on a 24/7 basis. The system includes software tools for control and monitoring. Each Grape station transmits daily data to a centralized, publicly accessible database hosted by the University of Alabama, where automated processing generates spectrograms. These visualizations provide researchers with rapid insights into ionospheric conditions and enable long-term studies of space weather phenomena.\ 

}, author = {Cuong Nguyen and Nathaniel Frissell and John Gibbons and Bill Blackwell and Bill Engelke} } @proceedings {930, title = {The Solar Eclipse Inverse Problem}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

The HamSCI Personal Space Weather Station (PSWS) is a distributed network that includes magnetometers and high frequency receivers. The Great Radio Amateur Propagation Experiment (GRAPE) is a collection of PSWS receivers that record Doppler shift from national time standard signals. The Grape project includes Grape 1 receivers recording Doppler and spectral data as well as the upgraded Grape 2 three channel receivers and the multi-channel WSPR (Weak Signal Propagation Reporter) Grapes. The network collected data during the 2023 and 2024 solar eclipses on frequencies ranging from 2.5 to 20 MHz. The recorded Doppler shift indicates a change in signal path caused when the signal passes through the ionospheric layers in the Earth{\textquoteright}s atmosphere. Due to the scale and variability of the ionosphere, these measurements are sparse and are not accompanied by a known forward model. The reconstruction of eclipse period ionospheric behavior can therefore be viewed as a mathematical inverse problem. We explore various mathematical techniques and algorithms that could be used to solve the inverse problem and model the real time ionospheric behavior.

}, author = {Rachel Boedicker and Nathaniel Frissell and John Gibbons and Kristina Collins and David Kazdan} } @proceedings {970, title = {Southern Hemisphere MSTID response to a Sudden Stratospheric Warming Observed by the Falkland Islands SuperDARN Radar}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

We present a study of Medium Scale Traveling Ionospheric Disturbances (MSTIDs) observed by the Falkland Islands Radar (FIR) in the Southern Hemisphere in response to a sudden stratospheric warming (SSW) event. MSTIDs are quasi-periodic variations in the upper atmospheric (~250 km altitude) plasma with phase speeds of ~100-250 m/s, periods from ~15-60 minutes, and horizontal wavelengths of several hundred kilometers. Daytime MSTIDs are known to be associated with gravity waves (GWs) that originate in the lower and middle atmosphere and propagate upward into the F-region. Neutral wind filtering of these GWs creates a strong dependence of GW-associated MSTIDs on stratospheric and mesospheric zonal wind direction and speed, which is tied to polar vortex strength during fall, winter, and spring months. This dependence manifests as both seasonal and sub-seasonal variability of MSTID amplitudes. Most existing SuperDARN MSTID studies have focused on observations from the Northern Hemisphere. This work uses an automated spectral approach previously used to study Northern Hemisphere winter daytime SuperDARN MSTIDs and applied it to all radars in both hemispheres for all times of day and all seasons for the years 2010-2021. This helped us identify the Southern Hemisphere radars with the highest quality data. One radar for which the retrievals worked particularly well was FIR which illustrates suppressed MSTID activity following the minor SSW beginning on 6 September 2019. This suggests that Southern Hemisphere MSTIDs, like their Northern Hemisphere counterparts, have GW sources in the lower/middle neutral atmosphere and are modulated by the polar vortex jet.\ 

}, author = {James Fox and Nicholas Guerra and Thomas Pisano and Michael Molzen and Nathaniel Frissell and Lynn Harvey and Joseph Klobusicky and Mark Fenner and Joseph Baker and Michael Ruohoniemi} } @proceedings {956, title = {Understanding HamSCI Magnetometers Measurements and Observations}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

Measurements and observations are important to any project. Understanding where the measurements came from and how they are collected is vital. In this presentation, we will aim to describe what a magnetometer is, how it works, and what information it can tell us about space weather/physics. We will focus on what measurements and observations we can collect from the magnetometers{\textendash} specifically HamSCI magnetometers as various magnetometers will have different capabilities. Furthermore, we will outline an experimental procedure to help the user better understand the collected measurements and observations from the HamSCI magnetometer. We will focus on some questions such as, what can HamSCI magnetometer measurements and observations tell us? How do we know good vs bad HamSCI magnetometer data? Do we need to calibrate the measurements and observations of the HamSCI magnetometer data? Why do we collect three components of the magnetic field yet primarily use only the horizontal component. How does the internal magnetic field of the Earth impact the magnetic field around the Earth? Where can we see and access the raw measurements and observations from the HamSCI magnetometers? How are the measurements and observations displayed? By answering these questions and outlining the experiment(s), we hope to provide an education guide to help users better understand how the HamSCI magnetometers record observations and measurements and what insight they can give us into better understanding various space weather/physics phenomena.

}, author = {Rachel Frissell and Nathaniel Frissell and Majid Mokhtari and David Witten and Hyomin Kim} } @proceedings {976, title = {University of Scranton W3USR Teaching Amateur Radio at the Lackawanna Blind Association}, year = {2025}, month = {03/2025}, publisher = {HamSCI}, address = {Newark, NJ}, abstract = {

Access to amateur radio can be life-changing for individuals who are blind or visually impaired. Radio communication provides an accessible, independent, and engaging way to connect with others; it helps foster both technical skills and social interactions. The University of Scranton W3USR, working in collaboration with local amateur radio operators and the Lackawanna Blind Association (LBA), has launched a program to teach amateur radio to people who are blind and visually impaired using the Handiham curriculum. This initiative enables blind and visually impaired individuals to engage with and become licensed amateur radio operators through an accessible learning experience that they look forward to each week. This project has support from all different angles and has shown some promising results.

}, author = {Thomas Pisano and Owen Ruzanski and Alexandros Papadopoulos and Lucero Alvarez and Ken Martin and William Gallagher and Christine Zakzewski and Nathaniel Frissell} } @proceedings {860, title = {Construction of a Table-Top Antenna Range for Learning Electromagnetics Concepts}, year = {2024}, month = {03/2024}, publisher = {HamSCI}, address = {Cleveland, OH}, abstract = {

Antenna construction and measurement provide an effective method of teaching electromagnetic and antenna concepts, including polarization, gain, directivity, and reflection. During the Spring 2024 semester, the University of Scranton EE 448 Electromagnetics II class is undertaking a project to build a table-top antenna range at 2450 MHz (λ = 12 cm). The table top range will give hands-on visual and intuitive reinforcement of abstract concepts covered mathematically in the course textbook. This frequency was chosen due to the convenient size of antennas and the fact that the antennas will be usable in the 2.4 GHz Industrial, Scientific, and Medical (ISM) and amateur bands. ISM band applications include WiFi, Bluetooth, RFID, NFC, and more. In this presentation and poster, we demonstrate three types of antennas the class has built so far: dipoles, dipoles with corner reflectors, and loops over ground planes. We also demonstrate the use of a NanoVNA to measure antenna properties, as well as show ideas for future projects.

}, author = {Augustine Brapoh and Matthew Dittmar and Aidan Szabo and Robert Troy and Nathaniel Frissell and Stephen A. Cerwin} } @proceedings {865, title = {Development of Back-End Software for the Grape 2}, year = {2024}, month = {03/2024}, publisher = {HamSCI}, address = {Cleveland, OH}, abstract = {

This poster showcases several software tools developed to support the development and operation of the main Grape 2 system. G2console is a terminal-based interface that communicates with the data collection system, providing users with valuable information such as software versions, amplitude, frequency, GPS, and magnetometer metrics for viewing and diagnostics. GrapeSpectrogram is a data processing script that generates Dopplergrams, aiding developers in validating the system{\textquoteright}s operation. Additionally, we will discuss future project developments, such as integration with the Linux GPS background service (gpsd) to provide accurate timing to the Raspberry Pi, and DigitalRF as a more efficient method of data storage.

}, author = {Cuong Nguyen and William Blackwell and John Gibbons and Nathaniel Frissell} } @proceedings {691, title = {Climatology of Ionospheric Variability with MSTID Periods Observed Using Grape v1 HF Doppler Receivers}, year = {2023}, month = {03/2023}, publisher = {HamSCI}, address = {Scranton, PA}, author = {Veronica Romanek and Nathaniel Frissell and Kristina Collins and John Gibbons and David Kazdan and William Liles} } @proceedings {842, title = {HamSCI 2023 Day 1 Welcome and Opening Remarks}, year = {2023}, month = {03/2023}, publisher = {HamSCI}, address = {Scranton, PA}, author = {Nathaniel Frissell} } @proceedings {748, title = {How Do I Talk From Scranton to Pakistan Using​ High Frequency Amateur Radio?​}, year = {2023}, month = {03/2023}, publisher = {HamSCI}, address = {Scranton, PA}, abstract = {

This poster will demonstrate the possible ways to send propagation transmissions from The University of Scranton to Karachi, Pakistan. To do this, VOACAP will be used to map out possible paths and peak times for transmission and then WSRP.rocks will be used to compare the empirical VOACAP model outputs to observed data. A recommendation will then be made for the optimal time and frequency to communicate using high frequency (HF) radio between Scranton, PA and Karachi, Pakistan.

}, author = {Zainab Shah and Gwyn Griffiths and Rob Robinett and Nathaniel Frissell} } @proceedings {694, title = {Measuring Daily Ionospheric Variability and the 2023 and 2024 Solar Eclipse Ionospheric Impacts Using HamSCI HF Doppler Shift Receivers}, year = {2023}, month = {03/2023}, publisher = {HamSCI}, address = {Scranton, PA}, abstract = {

This project will study ionospheric variability across the continental United States (CONUS) generated by dawn/dusk transitions and two solar eclipses occurring in 2023 and 2024. Dawn and dusk produce a complex response in observed ionospheric variability that is still not completely understood. A network of Global Navigation Satellite System (GNSS) stabilized/synchronized high frequency (HF) receivers known as Grapes will be used for the study. Thirty Grape receivers will be deployed throughout North America to optimize the study of the ionospheric impacts simultaneously received from two locations. Additional stations will be funded by the HamSCI amateur radio community. This project will generate observations to answer the scientific questions: (1) How do dawn and dusk ionospheric variability vary with local time, season, latitude, longitude, frequency, distance, and direction from the transmitter? (2) Is eclipse ionospheric response symmetric with regard to the onset and recovery timing? (3) How similar is the eclipse to the daily dawn and dusk terminator passage? (4) Would multipath HF mode-splitting in the post-eclipse interval be similar to dawn events? (5) Would the response be different for two eclipses?

This project is part of the Ham Radio Science Citizen Investigation (HamSCI) program and will be open to volunteers who want to field instruments and contribute to scientific analysis and discussion. This project will also establish a new network of DASI instruments that, due to its low cost and operation by volunteers, has the potential to provide measurements for years to come. This project will support students (undergraduate, MS and Ph.D.).

}, author = {Rachel Boedicker and Nathaniel Frissell and Kristina Collins and John Gibbons and David Kazdan and Philip J. Erickson} } @proceedings {756, title = {A New Station for the W3USR University of Scranton Amateur Radio Club}, year = {2023}, month = {03/2023}, publisher = {HamSCI}, address = {Scranton, PA}, author = {Tom Pisano and Nathaniel Frissell and Jeff DePolo and The W3USR University of Scranton Amateur Radio Club} } @proceedings {648, title = {Introducing Undergraduates to Research Through Solar Flares, Python, and Amateur Radio}, year = {2022}, month = {03/2022}, publisher = {HamSCI}, address = {Huntsville, AL}, abstract = {
In an effort to introduce research and scientific writing earlier to physics and engineering undergraduate students, we designed a Space Physics Project in Fall of 2021 to add to Foundations of Physics and Engineering at the University of Scranton. To complete the project, students worked with data from the Geostationary Operational Environmental Satellite (GOES) spacecraft, as well as amateur (ham) radio data collected by Reverse Beacon Network (RBN, reversebeacon.net) and the Weak Signal Propagation Reporting Network (WSPRNet, wsprnet.org).
}, author = {Rachel (Umbel) Frissell and Nathaniel Frissell and Nicholas Truncale} } @proceedings {650, title = {Magnetosphere-Ionosphere Coupling Studies Using the PSWS Magnetometer Network}, year = {2022}, month = {03/2022}, publisher = {HamSCI}, address = {Huntsville, AL}, abstract = {

As part of HamSCI Personal Space Weather Station (PSWS) project, a low-cost, commercial off-the-shelf magnetometer, which measures magnetic field strength and direction, has been developed to provide quantitative and qualitative measurements of the geospace environment from the ground for both scientific and operational purposes at a cost that will allow for crowd-sourced data contributions. The PSWS magnetometers employ a magneto-inductive sensor technology to record three-axis magnetic field variations with a field resolution of ~6 nT at a 1 Hz sample rate. Data from the PSWS network will combine these magnetometer measurements with high frequency (HF, 3-30 MHz) radio observations to monitor large-scale current systems and ionospheric disturbances due to drivers from both space and the atmosphere. A densely-spaced magnetometer array, once established, will demonstrate their space weather monitoring capability to an unprecedented spatial extent. Magnetic field data obtained by the magnetometers installed at various locations in the US are presented and compared with the existing magnetometers nearby, demonstrating that its performance is very adequate for scientific investigations.

}, author = {Hyomin Kim and Sadaf Ansari and Julius Madey and David Witten and David Larsen and Scotty Cowling and Nathaniel Frissell and James Weygand} } @proceedings {641, title = {Ray Tracing in Python Utilizing the PHaRLAP Engine}, year = {2022}, month = {03/2022}, publisher = {HamSCI}, address = {Huntsville, AL}, abstract = {

Provision of High-Frequency Raytracing Laboratory for Propagation (PHaRLAP) is an ionospheric ray tracing library developed by the Australian Department of Defence (DOD). PHaRLAP is freely available as a MATLAB toolbox downloadable from an Australian DOD website. PHaRLAP is capable of numerically ray tracing radio propagation paths using 2D and 3D algorithms through model ionospheres, most typically the International Reference Ionosphere (IRI). In an effort to make PHaRLAP available to a wider user community we are porting the PHaRLAP MATLAB toolbox to the open source Python 3 language while retaining the original core PHaRLAP computational engine. In this presentation, we describe the architecture of the new Python 3 PHaRLAP interface and demonstrate examples of 2D ray traces using the new interface.

}, author = {Alexander Calderon and William Liles and Nathaniel Frissell and Joshua Vega} } @article {549, title = {Ham Radio Creates a Planet-Sized Space Weather Sensor Network}, volume = {105}, year = {2021}, month = {08/2021}, pages = {55-58}, issn = {0033-4812}, url = {https://www.arrl.org/qst}, author = {Kristina V. Collins and David Kazdan and Nathaniel Frissell} } @conference {52, title = {Experiment Design to Assess Ionospheric Perturbations During the 2017 Total Solar Eclipse}, booktitle = {Fall AGU - Poster Presentation}, year = {2015}, month = {12/2015}, publisher = {American Geophysical Union}, organization = {American Geophysical Union}, address = {San Francisco, CA}, abstract = {

On August 21, 2017, there will be a total solar eclipse over the United States traveling from Oregon to South Carolina. Solar eclipses offer a way to study the dependence of the ionospheric density and morphology on incident solar radiation. There are significant differences between the conditions during a solar eclipse and the conditions normally experienced at sunset and sunrise, including the east-west motion of the eclipse terminator, the speed of the transition, and the continued visibility of the corona throughout the eclipse interval. Taken together, these factors imply that unique ionospheric responses may be witnessed during eclipses. These include changes in the ionospheric electric fields, changes in the Total Electron Content (TEC) along paths through the eclipsed region, and variations in the density and altitude of the F2 peak. Several studies over the past century investigated these effects; however, some of the results from these studies are contradictory. These contradictions and the studies{\textquoteright} limited spatial resolution leave many fundamental questions unanswered. The advent of several mid-latitude Global Positioning System (GPS) and radar networks in the past few decades, such as the Continuously Operating Reference Station (CORS) system and the Super Dual Auroral Radar Network (SuperDARN) radar system, have enabled ionospheric observations with hitherto unprecedented spatial resolution. Also, the establishment of several nationwide amateur radio reporting systems, such as the Reverse Beacon Network (RBN) that monitors radio wave propagation on the high frequency (HF) bands, offers the potential for evaluating changes in ionospheric conditions with unprecedented spatial resolution. We propose to study the effects of the total solar eclipse on the ionosphere using a combination of GPS receivers, the SuperDARN radar system, HF band amateur radio, and plasma modeling. The overall objectives of this study are to characterize the changes in F-region plasma morphology during the eclipse over a larger spatial domain than any previous eclipse experiment. In addition, the amateur radio component of our study offers a unique opportunity to further engage the amateur radio community nationwide in a scientific study.

}, author = {Magdalina Moses and Gregory Earle and Nathaniel Frissell and Stephen Kaeppler} } @conference {53, title = {The Ionosphere{\textquoteright}s Pocket Litter: Exploiting Crowd-Sourced Observations}, booktitle = {Fall AGU - Oral Presentation}, year = {2015}, month = {12/2015}, publisher = {American Geophysical Union}, organization = {American Geophysical Union}, address = {San Francisco, CA}, abstract = {

One of the biggest challenges faced in developing and testing our understanding of the ionosphere is acquiring data that characterizes the latitudinal and longitudinal variability of the ionosphere. While there are extensive networks of ground sites that sample the vertical distribution, we have rather poor coverage over the oceans and in parts of the southern hemisphere. Our ability to validate the ionospheric models is limited by the lack of point measurements and those measurements that essentially constitute characterization of horizontal gradients. In this talk, we discuss and demonstrate the use of various types of crowd-sourced information that enables us to extend our coverage over these regions. We will discuss new sources of these data, concepts for new experiments and the use of these data in assimilative models. We note that there are new, low cost options for obtaining data that broaden the participation beyond the aeronomy/ionospheric community.

}, author = {Ethan S. Miller and Nathaniel Frissell and Stephen Kaeppler and Robert Demajistre and Andrew Knuth} }