@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 Nathaniel Frissell and Bud Trench and Ray Sokola}
}
@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 = {<p>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.</p>
},
	author = {Owen Ruzanski and Nathaniel Frissell and Ray Sokola and Bud Trench}
}
