Hidden Signals in Paleoclimate Records: Investigating the Importance of the Sun to Earth’s Climate
ISEF · 2021 Earth and Environmental Sciences
Overview
Sunspot records only go back a few hundred years, so there is limited information available to predict solar behavior. This project studied high-resolution ice cores which store 10k+ years of paleoclimate history. This project analyzed the South Pole Ice Core extending back over 50,000 years. The preserved isotopic ratios of water act as a proxy for climate and are affected by internal (on Earth) and external (outside of Earth) influences. We predicted sunspot variability would affect these isotopes and we searched for signals within the data. Using MATLAB to perform a Fast Fourier Transform, a spectral analysis technique that determines the amplitude and periodicity of “hidden signals” within data sets, we confirmed the existence of a 189-year Suess-DeVries sunspot cycle and multiplicities of the 11-year Schwabe sunspot cycle, which implies that these cycles have operated through the last glacial period. Previous studies have only been able to narrow the Suess-DeVries cycle’s periodicity down to a range of 185-210 years. Our analysis suggests that this cycle has a 189-year period, which could be used to create a more accurate sunspot prediction model in the future. This model would allow us to more accurately predict solar weather events and potentially prevent satellite failure.
Awards (1)
- American Meteorological Society: First Award of $2,000 $2,000
Competition history
- ISEF 2021
Resources
Related projects
ISEF · 2017
A Novel Method for Accurately Modeling Past Atmospheric Conditions Using Ice Core Data from Law Dome and WAIS Divide: An Approach to Monitor Future Climate Sustainability
ISEF · 2025
Using Artificial Neural Networks and Kolmogorov-Zurbenko Filtering to Predict Future Sunspot Numbers and Temperatures
CSEF · 2013
Sunspot Cycles
CSEF · 2018
Systematic Analysis of Solar Activity and Developing Predictive Indicators Pertaining to Solar Storms Using MATLAB Code
CSEF · 2005
Sunspot Temperature Correlation using Sunspot and Northern Hemisphere
CSEF · 2002
What's Hot? What's Not?
CSEF · 2014
A Study of the Effects of Solar Flares on the Magnetosphere of the Sun and the Propagation of Solar Pressure Waves
CSEF · 2002
Sunspots
Closest projects by meaning, across every fair and year in the corpus.
Browse more like this
Source: Regeneron International Science and Engineering Fair