Defenders

Sfax | Save the Earth from Another Carrington Event!

Solar Storm Detector

High-Level Project Summary

During this hackaton we have managed to develop a Machine Learning web application that allows you to predict upcoming storm by provinding Data the model was trained with collected data from 2010 to 2019.this websites allows us to insert speacial features and predict if there is an upcoming Solar storm .instead of using normal sensors our intelligent algorithm have a higher acurancy such tool can help us save our planet from expanding the outer atmosphere and over heating plus saves our electronics

Link to Final Project

https://drive.google.com/drive/folders/1AWq2mICyqMIF5MaZZOyx1QUnXuuOUsUP?usp=sharing

Link to Project "Demo"

https://mega.nz/folder/y8BzAapJ#-MShXxiMyFvcCjeIaljcIg

Detailed Project Description

During this hackaton we have managed to develop a Machine Learning web application that allows you to predict upcoming storm by provinding Data the model was trained with collected data from 2010 to 2019.

this websites allows us to insert speacial features and predict if there is an upcoming Solar storm .

instead of using normal sensors our intelligent algorithm have a higher acurancy such tool can help us save our planet from expanding the outer atmosphere and over heating plus saves our electronics

Space Agency Data

i used imformations and Research files from NASA USA

Hackathon Journey

during this challange me and my team got alot of time to make some some researches before choosing the challange

during that research i had the chance to discover alot of intresting informations .

we have chose the "SAVE THE EARTH FROM ANOTHER CARRINGTON EVENT!" because of the CARRINGTON harmful alternation on our earth ( over heating ,expandinng the outer atmosphere) and its electronics and communication .

plus me and my team are obsessed with IT² such as Machine learning ,augmented reality ,web development.. we managed to use our skills to help protect our planet

References

Microsoft Word - SolarFlarePrediction (arxiv.org)

How Prepared Are We For A Carrington Level Solar Storm? - YouTube

Hollanda, A., da Silva, A. E. A., & Cinto, T. (2021). Data set for solar flare prediction. Zendo. https://doi.org/10.5281/zenodo.4603411

Tags

#machinelearning #solarfFares #protectourplanet

Save the Earth from Another Carrington Event!

If a major space weather event like the Carrington Event of 1859 were to occur today, the impacts to society could be devastating. Your challenge is to develop a machine learning algorithm or neural network pipeline to correctly track changes in the peak solar wind speed and provide an early warning of the next potential Carrington-like event.