PhD research
The project combines AI, remote sensing, and citizen science to create a monitoring system that can track the movement of pollution from the land to the sea. Coastal ecosystems are hugely important for several ecosystem services and biodiversity, and it is essential that we can monitor any potential dangers to them, such as pollution.
The project will begin by looking at water movement in Wales, using high temporal resolution satellite data from the Surface Water and Ocean Topography mission (SWOT). As SWOT was only launched in December 2022, the data is still relatively unexplored; this project will help us understand what this satellite can tell us about our lakes and rivers. We will investigate how the data varies with time and space; in particular, we will look at how much more information we can learn from having access to daily satellite data, which has not been available before.
By understanding water movement, we will be able to follow the potential path of pollutants as they travel to the sea. This work can then be scaled up to include different variables such as water quality or to look at different areas beyond Wales.