marine-conservation

This repository contains the code implementation used in the paper: "Image Labels Are All You Need for Coarse Seagrass Segmentation"

Scripts to train algorithms to detect fish, using underwater images labelled by citizen scientists in Spyfish Aotearoa

Full-stack web application that leverages 40 years of global reef survey data, machine learning, and live satellite data to predict coral bleaching risk. It transforms complex climate and marine research into an interactive platform featuring AI-powered insights, real-time monitoring, and future reef health projections.

A clean, minimal, and responsive web poster dedicated to raising awareness about the Vaquita, the world's most endangered marine mammal.

Marine debris detection prototype — YOLOv8n + Streamlit dashboard. Real-time webcam, batch processing, GPS simulation. Honest CV research demo.

Test the benefits and costs of proactively preparing for climate change-driven species shifts.

Google Maps, but for the sea - an immersive living ocean map of where whales, sharks, mantas and turtles gather, built on open marine data.

End-to-end PAM pipeline for automated cetacean vocalization detection using HMM, Multiscale Sample Entropy, and Wavelet features. Implements methods from peer-reviewed research in Ecological Informatics and Entropy.

monitoring marine biodiversity

Estimating global fishing effort where vessels stop broadcasting: combining AIS with Sentinel-1 satellite radar using a random forest.

A mobile app concept for Whaleport's just energy transition using AI, GIS, and civic media to protect marine culture while advancing SDG-aligned renewable development.

Ocean biodiversity projects are initiatives aimed at understanding, protecting, and conserving the diverse ecosystems and species that inhabit the world’s oceans. The oceans host some of the most diverse and complex ecosystems on the planet, yet they are under increasing threat from human activities such as overfishing, pollution, habitat destructi

A modular, closed-loop oceanic regeneration architecture designed to restore major oceanic basins through autonomous surface nodes, deep-sea static structures, and mobile mid-water drones.

Data and R code accompanying article 10.1002/aqc.3814 in Aquatic Conservation: Marine and Freshwater Ecosystems.

When fleets fish, and where. Seasonality of global fishing effort by FAO area, from Global Fishing Watch data. R/Shiny.

Taiwan cetacean stranding reporting & data

An interactive, in-depth guide to Caribbean scuba diving in 2025, focusing on reef health, conservation, and eco-tourism. Developed iteratively with a proprietary agentic AI system.

Free educational browser game: guide a sawfish, hammerhead or sea turtle past hooks, ghost nets and plastic to reach home. Learn about bycatch and ocean conservation.

Review-gated MCP server for the Ocean Intelligence System — serves the Blue Life Commons corpus to AI agents, source-attributed.