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)
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Satellite obervations of aerosol impacts on clouds
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Automatic detection of polluted clouds in satellite images via machine learning
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Comparing observed anthropogenic impacts on clouds to climate models
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Using machine learning to quantify the influence of COVID lockdowns on air quality
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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.