Our project uses datasets provided by NASA'S Goddard Institute for Space Studies(GISS) which monitors Climate Change on a global level. Since Co2 is one of the major greenhouse gases which is responsible for global surface temperature rise, we took the data of global surface-air temperature rise and global co2 concentration in(ppm) from 1958 to till date. Using this data we developed a predictive ML model which predicts global temperature rise for the future years with respective to the concentration of co2 in our atmosphere. Using this we also made a visual representation of how the surface temperature has risen from 1910 to 2020 with interactive 3D graphics.
Project Explanation: https://youtu.be/832pZYt06oU
PPT link: https://docs.google.com/presentation/d/1fmmRh0MZgHBLmSgrwgFqMijR7uL90TqA0XTENRJOLzE/edit?usp=sharing
Demo video: https://youtu.be/3MbpxDBHKsk