During my research fellowship, I conducted three large-scale experiments and published four peer-reviewed articles. Through these projects, I developed expertise in aquatic ecotoxicology, analytical chemistry, acoustic telemetry, biologging, and machine learning. The experiments, outlined below, bridge the gap between ecology and ecotoxicology, aiming to drive a paradigm shift toward more environmentally realistic approaches to chemical contaminant research. Additionally, my work expands the use of remote sensing technology and machine learning as powerful tools for investigating chemical pollution in natural ecosystems.
1. In the first experiment, I explored the interactive effects of pharmaceutical contamination and temperature on the behaviour and behavioural variability of brown trout (Salmo trutta). This study is among the first to examine how temperature modulates the behavioural and plasticity responses to pharmaceutical pollutants. The findings highlight the complex interplay between environmental stressors and pollutant impacts, offering new insights into temperature-dependent ecotoxicological risks.
2. In the second experiment, I investigated how pharmaceutical exposure affects the collective behaviour of Atlantic salmon (Salmo salar). As part of this project, I enhanced automated tracking software (idTracker) to quantify the effects of pollutants on group formation, structure, and dynamics. These tools improve the efficiency, standardisation, and reproducibility of behavioural phenotyping in ecotoxicology, offering a robust framework for screening the effects of chemical pollutants on social animals.
3. In the third experiment, I employed an innovative acoustic telemetry approach to assess how pharmaceutical pollution influences species interactions and survival in natural environments. This will be one of the first studies to demonstrate how drug-induced behavioral changes affect predator-prey dynamics and social interactions in the wild, providing critical data on the ecological consequences of pharmaceutical contamination.