Internship | Plume Detection and Emission Estimation from High-Resolution Simulations

Internship | Plume Detection and Emission Estimation from High-Resolution Simulations

About this position

Are you interested in how we can observe atmospheric pollution at the scales where it is actually emitted? At TNO, we combine advanced modelling with innovative observation techniques to improve how emission plumes are detected and quantified. In this project, you will use high-resolution large-eddy simulations together with radiative-transfer modelling to test the observability of turbulent plume structures and support the design of an upcoming aircraft measurement campaign. Your work will help bridge the gap between modelled reality and what instruments can truly detect, providing insight that feeds directly into future air-quality monitoring strategies.

What will be your role?

As an intern, you will work with high-resolution Dutch Atmospheric Large Eddy Simulation (DALES) model and apply radiative-transfer modelling to explore how turbulent emission plumes appear to airborne and satellite sensors. You will analyze plume evolution, test the detectability of emissions, and evaluate how different observational configurations influence retrieval sensitivity and performance. The results will directly support the design and interpretation of an upcoming aircraft measurement campaign and contribute to improved strategies for future air-quality monitoring.
You will work alongside a skilled and motivated team in TNO’s Air Quality & Emissions Research (AER) department in Utrecht, where collaboration, scientific depth, and a welcoming atmosphere define our approach.

What we expect from you

The ideal candidate has a background in Atmospheric Physics or Earth Sciences. Strong proficiency in Python is essential, and the ability to work with large datasets would be highly valuable. Familiarity with the fundamentals of atmospheric physics and Earth observation is considered a significant advantage. This internship can be carried out as part of a Master’s thesis project.

What you'll get in return

• A highly professional, innovative internship environment, within a team of top experts.
• A suitable internship allowance (615 euro for wo-, hbo- and mbo-students, for a full-time internship).
• Possibility of eight hours of free leave per internship month (for a full-time internship).
• A free membership of Jong TNO, where you can meet other TNO professionals and join several activities, such as sports activities, (work-related) courses or the yearly ski-trip.
• Use of a laptop.
• An allowance for travel expenses in case you don’t receive an OV-card.

TNO as an employer

At TNO, we innovate for a healthier, safer and more sustainable life. And for a strong economy. Since 1932, we have been making knowledge and technology available for the common good. We find each other in wonder and ingenuity. We are driven to push boundaries. There is all the space and support for your talent and ambition. You work with people who will challenge you: who inspire you and want to learn from you. Our state-of-the-art facilities are there to realize your vision. What you do at TNO matters: impact makes the difference. Because with every innovation you contribute to tomorrow’s world.

More information about this vacancy?

• Tyler Wizenberg
  • E-mailadres: tyler.wizenberg@tno.nl