Maria Byrne

Papers

Total Citations

158

H-Index

About

Maria Byrne is a leading marine ecologist whose work centers on quantifying and predicting the distribution of marine life, with a particular focus on benthic habitats and fish communities. Her major contributions lie in bridging the gap between traditional ecology and cutting-edge technology. She has pioneered the use of high-resolution computer vision and autonomous underwater vehicles (AUVs) to measure habitat structural complexity, demonstrating that these metrics dramatically improve predictions of fish abundance and distribution. Her landmark 2017 paper on this topic has garnered over 104 citations, establishing a new standard for quantitative marine habitat assessment. Byrne also led the creation of the BENTHOZ-2015 dataset, a meticulously curated, expert-annotated collection of georeferenced benthic images and sensor data from around Australia. This open-access resource, cited over 54 times, has become a vital tool for marine scientists worldwide, enabling large-scale, reproducible analyses of seafloor ecosystems. By transforming how we observe and measure underwater landscapes, Byrne’s work is fundamentally advancing our ability to manage and conserve marine biodiversity in a changing ocean.