Spotting Space Weather: Finding a Correlation between Kp Index and Error Magnitude
ISEF · 2019 Earth and Environmental Sciences
Overview
The purpose of this experiment was to see if there is a correlation between the Kp Index and the error magnitude of GPS readings with and without WAAS capability. Our hypothesis was that there is a direct correlation between the Kp Index and the error magnitude of GPS readings with and without WAAS capability. First, we found an open-sky area outside to take our GPS readings. Second, we recorded a latitudinal and longitudinal reading with and without using the Wide Area Augmentation System. We did this twice a day at 6:30 AM and 6:30 PM for 4 weeks. Then we found the standard deviation, average, and range of all our data. We found that our hypothesis was supported. There is a correlation between the error magnitude and the Kp index. We can come to this conclusion because the standard deviation and mean increased with the increasing Kp index. There is a direct relationship between the mean and the Kp Index because the higher the magnitude of a geomagnetic storm, the more blasts of plasma you get from the sun. The more blasts of plasma you get from the sun, the more the ionosphere is going to get disturbed. Since the signals from the satellites of a GPS have to travel through the ionosphere, the latitudinal and longitudinal coordinates change based on the amount of disturbance.
Competition history
- ISEF 2019
Resources
Related projects
ISEF · 2018
The Effect of Geomagnetic Activity in the Ionosphere on GPS Signal
ISEF · 2024
A Preliminary Study on the Effects of Solar Proton Events on the South Atlantic Anomaly
ISEF · 2025
Comparison of Aurora Activity With Thermosphere-Ionosphere Na and Fe (TINa and TIFe) Layers at McMurdo Station
ISEF · 2016
Improving Global Positioning Systems through Satellite Selection
ISEF · 2017
Deviation Patterns of the Orbital Trajectories of the Galilean Satellites
ISEF · 2021
Hidden Signals in Paleoclimate Records: Investigating the Importance of the Sun to Earth’s Climate
ISEF · 2014
Investigating a Relationship between Coronal Mass Ejections and the Solar Sun Spot Cycle
ISEF · 2017
Stability Statistics: The Effect of Incremental Stability Deviations on Rocket Flight Optimization and Precision
Closest projects by meaning, across every fair and year in the corpus.
Browse more like this
Source: Regeneron International Science and Engineering Fair