For a complete list of my peer reviewed publications see my Google Scholar, ORCID or CienciaVitae.
If you cannot access a publication, please get in touch!
Below is a list of key publications and a short description.
If you cannot access a publication, please get in touch!
Below is a list of key publications and a short description.
- Silva CNS, Dainys J, Simmons S, Vienožinskis V, Audzijonyte A (2022) A scalable open-source framework for machine learning based image collection, annotation and classification: a case study for automatic fish species identification. Sustainability.14 (21), 14324.
This study aimed to facilitate the use of AI and computer vision tools for recreational and small-scale
fisheries research and management by presenting a scalable user-friendly AI framework to develop fish species
identification models. The framework can be found on GitHub.
- Silva CNS, Young EF, Murphy NP, Bell JJ, Green BS, Morley SA, Duhamel G, Cockcroft AC, Strugnell JM (2021) Climatic change drives dynamic source–sink relationships in marine species with high dispersal potential. Ecology and Evolution, 11(6):2535-2550.
- Silva CNS, Murphy NP, Bell JJ, Green BS, Duhamel G, Cockcroft AC, Hernández CE, Strugnell JM (2021) Global drivers of recent diversification in a marine species complex. Molecular Ecology, 30(5):1223-1236.
This was the first empirical study of genome-wide drivers of diversification that incorporates all extant species in a marine genus with long pelagic larval duration. It disclosed the relative effects of habitat and demographic processes on the recent divergence of rock lobsters.