III UC

CFE

CISUC

BEaks, Genes and AI Tell
Antarctic Science Stories

Combining morphology, DNA, and artificial intelligence to create new tools to study Antarctic squids and advance polar biodiversity research.

Funded by Santander Fundação IIIUC, Institute of Interdisciplinary Research, University of Coimbra

Unlocking Antarctic Biodiversity
Through Squid Beaks

BEATS is an innovative interdisciplinary project that combines marine biology, genetics, taxonomy, and artificial intelligence to uncover the hidden diversity and ecology of Antarctic squids.

These animals are key components of Southern Ocean food webs, linking small prey to top predators such as penguins, seals, whales, and seabirds. Yet, because squids are difficult to sample directly in Antarctic waters, much remains unknown about their biodiversity, population structure, and responses to climate change.

BEATS transforms this challenge into an opportunity by using squid beaks (hard mouthparts that resist digestion and can be recovered from predator samples) as a powerful source of biological information.

Antarctic squid beak

Photo ©Lucas Bastos

Antarctica

Photo ©José Xavier

One of the Fastest-Changing Regions on Earth

Ocean warming, sea-ice loss, and shifting food webs are already affecting biodiversity and ecosystem functioning across the Southern Ocean. Understanding how key species respond to these changes is essential for predicting the future of polar marine ecosystems.

Our Vision

BEATS aims to transform how biodiversity is studied in remote ecosystems by integrating biological knowledge with cutting-edge technologies. By combining morphology, DNA, and AI, the project will create new tools to study species that are otherwise difficult to observe.

Four Core Research Goals

01

Unlock Biodiversity from Beaks

Extract DNA from squid beaks to identify species and investigate population connectivity across Antarctic regions.

02

Develop AI Identification Tools

Build image-based machine learning models capable of identifying squid species from beak photographs.

03

Integrate Expert Taxonomy

Combine traditional morphological expertise with genetics and AI to ensure accurate, transparent, and robust results.

04

Understand Ecosystem Change

Use squid biodiversity as an indicator of how Antarctic food webs are responding to environmental change.

5,000+ Squid beaks in collections
30+ Antarctic species represented
4 Integrated research domains
8+ International collaborators

BEATS builds on existing collections of more than 5,000 squid beaks from over 30 Antarctic species, held at the University of Coimbra and collaborating institutions. These collections represent an exceptional scientific resource for advancing polar biodiversity research.

Expected Outcomes

  • New genetic reference data for Antarctic squids
  • AI tools for rapid species identification
  • Open-access image and biodiversity datasets
  • Scientific publications and international collaborations
  • Training of early-career researchers and PhD students
  • New insights into Antarctic ecosystem resilience under climate change

Impact

BEATS strengthens the University of Coimbra's international leadership in marine genomics, biodiversity science, and applied artificial intelligence.

The project also contributes to global priorities in climate action, biodiversity conservation, and digital innovation, addressing some of the most pressing challenges facing our planet's marine ecosystems.

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Commitment to Inclusion and Open Science

BEATS promotes diversity, mentoring, and equal opportunities within the research team. Project outputs (e.g., data and tools) will be shared through open science platforms whenever possible, ensuring the widest possible benefit to the scientific community.

Our Team

Catarina Silva

Catarina Silva

Researcher

CFE · University of Coimbra
Lucas Bastos

Lucas Bastos

PhD Student

CFE · University of Coimbra
Ricardo Pereira

Ricardo Cardoso Pereira

Assistant Professor

CISUC · University of Coimbra
Joana Magalhães da Silva

Joana Magalhães da Silva

PhD Student

CFE · University of Coimbra
José Xavier

José Xavier

Associate Professor

CFE · University of Coimbra

International Collaborators

RP

Richard Phillips

Senior Scientist, British Antarctic Survey, UK

JA

Jon Ablett

Senior Curator of Mollusca, Natural History Museum, London, UK

DS

Darren Stevens

Fisheries Scientist, Earth Sciences New Zealand

YC

Yves Cherel

Director of Research Emeritus, CNRS, France

AR

Ana Cristina Francisco Rufino

Museu da Ciência, University of Coimbra, Portugal

AG

Alexey V. Golikov

German Centre for Marine Biodiversity Research (DZMB), Germany

IC

Irina Chemshirova

Fisheries Scientist, Fisheries Department, Stanley, Falkland Islands

JQ

José Pedro Marques Queirós

CIIMAR, Portugal

MC

Martin Collins

Senior Scientist, British Antarctic Survey, UK

HH

Henk-Jan Hoving

GEOMAR, Germany

Resources

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Coming Soon

Future tools, datasets, and AI models developed under BEATS will be shared on this page. Our outputs (including genetic reference data, species identification tools, and open-access image datasets) will be freely available to the scientific community.

News & Events

📢

Stay Tuned

Updates, publications, conference presentations, and outreach activities will be shared on this page as the project progresses.

Contact

✉️

Get in Touch

For general enquiries or collaboration opportunities, please reach out to us directly.

catarina.s.silva@uc.pt

Santander Fundação IIIUC