Publications (1-2 of 2)

1. Estimating Causal Effects of Greenland Blocking on Arctic Sea Ice Melt using Deep Learning Technique

   23 Jul 2024 | Contributor(s):: Sahara Ali, Omar Faruque, Yiyi Huang, Md Osman Gani, Aneesh Subramanian, Nicole Schlegel, Jianwu Wang, Josephine Namayanja (contributor)

   Over the recent decades, Earth scientists have noted a more pronounced shift in climate patterns near the polar regions, specifically the Arctic, in comparison to the rest of the Earth. The increased warming is largely attributed to the diminishing ice cover in the Arctic, which causes solar...

2. MT-IceNet - A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting

   23 Jul 2024 | Contributor(s):: Sahara Ali, Jianwu Wang, Josephine Namayanja (contributor)

   Arctic amplification has altered the climate patterns both regionally and globally, resulting in more frequent and more intense extreme weather events in the past few decades. The essential part of Arctic amplification is the unprecedented sea ice loss as demonstrated by satellite observations....