Welcome To Our Final Project!
Arctic Sea Ice News & Analysis
Find Out More

Daily Image Update

Here you will receive daily Artic Sea ice Extent, and Sea Ice Concentration monitoring over the Artic Sea Ice Extent in millions of square kilometers as a data visualization of Arctic polar sea ice

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Sea Ice Extent

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Sea Ice Concentration

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Arctic Sea Ice Extent

Artic Sea Ice Awareness - Extent Monitoring Atlas

By ArcGis Living Atlas of the World team.
This is an interactive tool that plays the event of melting in both Arctic Sea Ice and Antarctic Sea Ice over a period of time during a timelapse event to display melting.

Ice News May-08-2025

Source: http://nsidc.org/arcticseaicenews/

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Data Exploration and Gathering
Python, Pandas
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Data ETL
Python, Pandas, SQLAlchemy, Xarray, Google Colab, netCDF4, Terality
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Regression Analysis
R, Pandas
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Machine Learning - Model Training
Pandas, Numpy, Sklearn, SARIMAX model, Matplotlib
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Machine Learning - Data Forecasting
Pandas, Numpy, Sklearn, SARIMAX-model, Matplotlib
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Website Developing
HTML, CSS, JS, Python, Flask, MongoDB, Google App Engine, Beautiful Soup

Our Amazing Team

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Amber Waqar Naushahi

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Aryam Misgina

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Yu-Hsuan Leo Lin

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Leslie Debassige

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