It is a collaborative platform designed to track and advance ocean regeneration using the best available open-source data. The platform tracks progress across six key areas where reducing pressures on the ocean can support its regeneration by 2050:
Safeguarding marine species is critical for biodiversity, climate regulation, and human well-being.
Link to Notebook
Marine protection preserves essential ecosystems, fostering long-term ocean health.
[Link to Notebook]
Restoring habitats boosts biodiversity, coastal defense, and carbon storage.
[Link to Notebook]
Ensuring sustainable use of marine resources protects future generations and ecosystem health.
Link to Notebook
Decreasing pollution supports biodiversity, clean water, and sustainable fisheries.
Link to Notebook
Limiting climate impacts is essential for maintaining the ocean's role in climate regulation. Link to Notebook
Ocean Central includes an AI-powered query system that provides accessible, scientifically-grounded answers to marine science and oceanography questions.
- Hybrid Knowledge System: Combines retrieval-augmented generation (RAG) from authoritative sources with real-time web search for comprehensive, up-to-date answers
- Authoritative Sources:
- Ocean Studies - Introduction to Oceanography (Segar et al., 2018)
- IPCC reports
- Carlos Duarte scientific papers
- Ocean Central platform content
- Accessible Language: Responses are tailored to be understandable by a broad audience while maintaining scientific accuracy
- Source Verification: Web search results are reviewed to ensure only reputable sources (peer-reviewed articles, government institutions, academic publishers, established news organizations) are cited
- Smart Caching: Efficient caching system that refreshes web search results daily while maintaining stable answers from document sources
- Citation Support: All answers include proper citations with snippet references and source attribution
- Multi-Source Search: Queries are simultaneously searched across Ocean Central content, oceanography textbooks, IPCC reports, and Duarte papers
- RAG Response: Initial answer generated from retrieved document snippets
- Web Enhancement: Real-time web search supplements the RAG response with current information
- Response Consolidation: Both sources are intelligently combined into a single, coherent answer with proper citations
- Quality Control: Web sources are vetted to exclude unreliable content
The AI assistant is available through the /query API endpoint and is designed to support researchers, educators, and ocean advocates with reliable marine science information.