I study atmospheric physics, air quality and climate dynamics, integrating satellite, ozonesonde and ground networks with models to quantify ozone trends, cloud processes and stratosphere–troposphere exchange. I also build machine-learning workflows for environmental mapping, including image-based tree classification.