Robotic Mapping of ORAI’s Artificial Reef Sites

P9193581

Project Overview

Ocean Rescue Alliance International (ORAI) develops purpose-built artificial reefs designed to create marine habitat, enhance biodiversity, support coastal resilience, and provide new opportunities for scientific research. Monitoring these structures over time helps researchers evaluate how marine life colonizes the reefs, document changes in their physical structure, and better understand their potential role in coastal protection.

Researchers from the University of Florida’s Robot Perception and Intelligence Laboratory, or RoboPI, are exploring how autonomous and diver-operated technologies can improve the mapping and long-term monitoring of artificial reefs. By collecting information with multiple camera and sonar systems, the researchers can compare data gathered from above and below the surface and develop more complete representations of complex underwater environments.

Application

The data collected during this expedition will be used to compare and align information from multiple sonar and imaging systems, helping researchers improve how robotic platforms perceive, map, and navigate complex underwater environments. The work also supports the technological and methodological foundation for ORAI’s Mapping the Future of Reefs: Technology for Marine Restoration and Coastal Resilience, which expands its existing ecological monitoring through underwater robotics, high-resolution 3D mapping, photogrammetry, environmental sensing, and hydrodynamic measurements.

For ORAI, the imagery, sonar, and photogrammetry will contribute to a long-term monitoring framework for its artificial reef sites. Three-dimensional models created through photogrammetry will provide measurable records of reef structure, habitat complexity, and biological development that can be compared over time and integrated with ecological monitoring such as fish surveys, benthic imagery, and observations of biological colonization. This will help researchers better understand how reef design and structural characteristics influence habitat use and inform the design, placement, and monitoring of future artificial reefs.

Combined with future environmental and hydrodynamic measurements, these datasets will also help researchers investigate how reef structure and configuration influence water movement, sediment processes, and wave interaction, building an evidence-based understanding of their potential contribution to coastal resilience. Selected 3D models may also support educational and public outreach, allowing audiences to digitally explore ORAI’s reef sites without needing to scuba dive.

Expedition Summary

On September 19, 2026, The International SeaKeepers Society supported researchers from Ocean Rescue Alliance International and the University of Florida’s RoboPI Lab aboard SeaKeepers’ vessel DISCOVERY II. The team surveyed ORAI Artificial Reef Sites #3 and #4, located offshore of Hollywood Beach, Florida.

Although both sites have been monitored previously, this expedition marked the first time they were surveyed using this combination of autonomous and diver-operated systems. The team completed nine successful missions across the two artificial reef sites using three different survey platforms.

NemoSens, an autonomous underwater vehicle, collected data using side-scan sonar and high-resolution cameras, with missions planned using Word2Wave, RoboPI’s mission-planning software designed to support efficient navigation and mapping of reef structures. The team also deployed a custom handheld system operated by a scuba diver for more detailed mapping. Using computer vision and multibeam sonar imaging, the system collected data for photogrammetry, a technique that combines overlapping imagery to document and reconstruct reef structures in three dimensions.

At the surface, the team operated BlueBoat, a semi-autonomous surface vehicle capable of both manual and autonomous operation. Equipped with side-scan sonar and cameras, BlueBoat collected data from above the reef sites while following planned survey routes, complementing the underwater missions conducted by NemoSens.

Together, these platforms allowed researchers to document the reefs from multiple perspectives and evaluate their sensor systems under real-world ocean conditions. The expedition also provided high-resolution spatial data that can be compared with previous ecological observations and repeated during future surveys to document changes in reef structure, biological colonization, and habitat complexity over time.

Location

ORAI Artificial Reef Sites #3 and #4, offshore of Hollywood Beach, Florida

Duration of Project

This is an ongoing research and monitoring project. ORAI Artificial Reef Sites #3 and #4 have been regularly monitored since their deployment in May 2025, but this expedition marked the first time the sites were surveyed using these autonomous and diver-operated systems.

Research Team

Ricardo Nascimento
Lindsay Humbles
Vaishnav Ramesh
Luke McDevitt
Harsha Gundala Sureshbabu
Adnan Abdullah
Shekh. Md. Saifur Rahman
Abrar Faiaz Eram

Photo Gallery