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1. SPE_ML_Risk_Analysis_of_Flowlines SPE_ML_Risk_Analysis_of_Flowlines Public

   Risk analysis of oil and gas flowlines using GIS, machine learning, and data reduction to predict failures, improve environmental safety, and identify high-risk zones for focused monitoring.

   Jupyter Notebook 1

2. Evaluate-Impacts-of-Hurricane-Irma-on-Georgia-Heirs-Property-Owners Evaluate-Impacts-of-Hurricane-Irma-on-Georgia-Heirs-Property-Owners Public

   To identify potential heirs properties impacted by Hurricane Irma, we created flood extent maps, a socioeconomic overlay, and identified potential areas of structural damage.

   Jupyter Notebook

3. Glacier-Velocity-Strain-Rates Glacier-Velocity-Strain-Rates Public

   Analyzed Vaughan-Lewis Icefall survey data, including coordinate transformation, velocity calculation, strain rate analysis, and visualization using satellite imagery.

   Jupyter Notebook

4. Establishment-and-Analysis-of-Baseline-Electrical-Data Establishment-and-Analysis-of-Baseline-Electrical-Data Public

   To validate real-world energy savings and analyze post-retrofit data, we established baseline conditions for energy use and greenhouse gas emissions for the participants of Thermalize Juneau.

   Jupyter Notebook

5. Evaluate-Snow-Variability-through-a-Climatological-Analysis-in-Northeast-Alaska Evaluate-Snow-Variability-through-a-Climatological-Analysis-in-Northeast-Alaska Public

   This project used NASA satellite to inform and improve the current understanding of snow patterns in the Arctic National Wildlife Refuge and the National Petroleum Reserve – Alaska.

   Jupyter Notebook 1

6. Time-Series-Air-Quality-Analysis Time-Series-Air-Quality-Analysis Public

   Statistical time series analysis of PM2.5 concentration levels in Beijing to model, forecast, and determine air quality levels

   Jupyter Notebook