The Sea Ice Extent of 5 Arctic and Antarctic regions is forecasted using CNN+LSTM, Bidirectional LSTM and Standalone LSTM.

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.

Step-by-step guide to plot sea ice extent data. Follow the link for a detailed post.

Time Series and regression analysis on Sea Ice Extent in North and South pole.