The Ocean Observing and Modeling Group

Combining physics and AI models with observations and data analysis to understand the complexities of the ocean and its interaction with the atmosphere

The Ocean Observing and Modeling Group (OOMG) conducts innovative marine research in the Department of Marine, Earth & Atmospheric Sciences at North Carolina State University.

We focus on advancing oceanographic science through integrated ocean observations, remote sensing data analysis, data-assimilative numerical modeling, and the application of artificial intelligence and machine learning to gain an integrated understanding of ocean – atmosphere interactions and of physical, biological, geological, and chemical marine processes.

Research Interests

Coastal circulation dynamics

Western boundary currents, especially the Gulf Stream. Shelf – open ocean exchange. Sea level rise.

Numerical modeling and data assimilation

Physics-based and AI models filling gaps in observational data. Predictive modeling forecasts. Hindcasts of historical conditions.

Marine physical-biogeochemical interactions

Implications of ocean circulation and properties including temperature, salinity, and chemistry on the food chain and fisheries.

Air-sea interactions

Hurricanes’ effects on ocean dynamics. Gas flux at the ocean surface.

Satellite oceanography

Remote sensing observations of the ocean surface. Detection of chlorophyll and debris.

Coastal ocean observing systems

In situ data collection systems such as the Pioneer Array on the U.S. East Coast. Autonomous underwater vehicles (AUVs). Ship-board instruments.