Thesis topics

 

 

Feel free to contact me in case you have an interest for any project topic related to weather and climate velle.toll@ut.ee

 

Working with me you will learn about anthropogenic impacts on Earth's climate and learn how to analyse large datasets in a programming environment.

 

Potential student projects (MSc or BSc level)

  • Satellite obervations of aerosol impacts on clouds

  • Automatic detection of polluted clouds in satellite images via machine learning

  • Comparing observed anthropogenic impacts on clouds to climate models

  • Using machine learning to quantify the influence of COVID lockdowns on air quality

  • Climate projections for the Baltic Sea Region and Estonia

 

The research methods include statistical analysis of remote sensing and climate model data, machine learning and physical modelling.