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https://github.com/djdhairya/sunspot-prediction
https://github.com/djdhairya/sunspot-prediction
gru keras lstm machine-learning pan rnn tensorflow
Last synced: 5 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/djdhairya/sunspot-prediction
- Owner: djdhairya
- License: mit
- Created: 2024-08-26T17:33:37.000Z (2 months ago)
- Default Branch: main
- Last Pushed: 2024-08-26T17:35:00.000Z (2 months ago)
- Last Synced: 2024-09-22T07:30:57.091Z (about 2 months ago)
- Topics: gru, keras, lstm, machine-learning, pan, rnn, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 780 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Sunspot-Prediction
unspots are areas where the magnetic field is about 2,500 times stronger than Earth's, much higher than anywhere else on the Sun. Because of the strong magnetic field, the magnetic pressure increases while the surrounding atmospheric pressure decreases. This in turn lowers the temperature relative to its surroundings because the concentrated magnetic field inhibits the flow of hot, new gas from the Sun's interior to the surface.
Sunspots tend to occur in pairs that have magnetic fields pointing in opposite directions. A typical spot consists of a dark region called the umbra, surrounded by a lighter region known as the penumbra. The sunspots appear relatively dark because the surrounding surface of the Sun (the photosphere) is about 10,000 degrees F., while the umbra is about 6,300 degrees F. Sunspots are quite large as an average size is about the same size as the Earth.
Sunspots increase and decrease, then again increases and decreases through an average cycle of 11 years. Solar cycle 1 was the first solar cycle since extensive recording of solar sunspot activity began in 1755 and we have experienced a total of 24 full solar cycles since then. Currently, we are in 25th solar cycle, the solar cycle 25 began in December 2019 and is expected to last till more 11 years that is about 2030.