Deep Learning • Time Series
Harmful Algal Bloom Early Warning System
An LSTM sequential neural network pipeline predicting shellfish toxicity and red tide outbreaks in the Philippines using multi-decade monitoring bulletins paired with Google Earth Engine oceanographic data.
Computer Vision • Segmentation
Ocean Flux Particle Classification
An instance-segmentation pipeline using YOLOv8 to classify sinking marine particles in the Oceanic Flux Program archive, turning microscope images into reproducible measurements of particle abundance and composition.
Explore Data Visualizations
View animated ocean current trajectories, Google Earth Engine environmental rasters, and spatial maps.