Time Series and regression analysis on Sea Ice Extent in North and South pole.
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Updated
Jan 15, 2023 - Jupyter Notebook
Time Series and regression analysis on Sea Ice Extent in North and South pole.
The Sea Ice Extent of 5 Arctic and Antarctic regions is forecasted using CNN+LSTM, Bidirectional LSTM and Standalone LSTM.
Step-by-step guide to plot sea ice extent data. Follow the link for a detailed post.
To show the effect of climate change by determining whether the sea ice area (or extent) has decreased over the years and to further, predict the extent for the coming years.
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