About This Project
In French Polynesia, coral reef fisheries are being revitalized using the traditional practice of Rāhui. A Rāhui is a temporary no-take marine reserve to rebuild fish abundance. Decisions about safe return to fishing require reliable monitoring. This project uses drone-based mapping to obtain geospatial data of the Rāhui, which will form the basis of habitat-stratified monitoring. We expect habitat stratification to increase reliability of fish counts and to effectively inform Rāhui management.
Ask the Scientists
Join The DiscussionWhat is the context of this research?
Tautira’s Rāhui, located on Tahiti’s large coral reefs in French Polynesia, exemplifies community-based marine management. Established in 2018 by Taiarapu-Est’s municipality, it remains the only actively managed Rāhui for fisheries production. In partnership with the Rāhui Center, local authorities and communities collaborate to co-design Marine Managed Areas and conduct scientific studies.
Since 2021, reef fish monitoring has faced challenges due to limited resources and imprecise spatial data. Tautira’s reef habitats require detailed mapping to ensure effective management. Drone-based mapping offers an innovative, cost-effective solution, integrating with Geographic Information Systems (GIS) to create precise geospatial habitat layers. These insights will improve survey reliability, optimize fish counts, ensure more reliable and cost-efficient monitoring, foster community dialogue and guide rotational Rāhui openings for sustainable fishing.
What is the significance of this project?
This project aims at enhancing decision-making while complementing community-led traditional management practices. The success of the Rāhui depends on precise and unbiased observations of fish populations and their potential recovery. While preliminary surveys of the Rāhui demonstrate the feasibility of underwater visual fish counts, this project will provide crucial geospatial measurements necessary for survey refinement, including spatial stratification, and habitat characterization. In turn, this project aims to achieve better conservation outcomes by ensuring that surveys are statistically robust, efficient in required field sampling effort, and directly relevant to decision-making by Tautira’s Rāhui Management Committee. Broadly speaking, mapping the reserve will leverage several scientific endeavors, such as the robust design of reef fish surveys, control for habitat and substrate type, and feed long-term discussions on improving the design of Rāhui together with stakeholders.
What are the goals of the project?
1. Conduct mapping of reef habitats within the Rāhui marine reserve: use drone-based imagery to create detailed maps of the coral reef habitats within the closed reserve area, identifying key features and habitat types. Generate high-resolution GIS layers serving as a foundation for survey design, and enable a clearer understanding of the relationship between reef fish populations and their habitats.
2. Develop an improved sampling design for underwater visual fish surveys: utilize mapping data to optimize reef fish survey designs, consisting of design-based stratified-random sampling and optimization of strata-level sampling effort allocation.
3. Foster engagement and discussions on the effectiveness of Rāhui: learn lessons on the impact of the reserve’s characteristics, such as its extent, its substrate types, favorable habitats, among others, and bring those learnings to the community leaders to discuss the future of this rāhui and others around French Polynesia.
Budget
The budget will be used to hire a local company in French Polynesia who will undertake the drone-based mapping field work in Tautira’s Rahui. The remainder of the budget cover Nature Analytics professional fees for processing and integration of the imagery data into GIS layers (e.g., habitat mapping), followed by application of statistical principles of survey design to optimize effort allocation among habitat strata, which is expected to result in a monitoring protocol for precise estimates of fish density.
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Project Timeline
Field work will be undertaken during French Polynesia’s most favorable season, Summer 2025, should take no more than 2-3 days, and will be conducted by a local drone pilot expert. Subsequently, data analysis will be performed by Nature Analytics and is expected to take 4 months to complete. Together with the Rāhui Center, we are aiming at producing the new reef fish survey design and related reports for the community by December 2025.
Jan 06, 2025
Project Launched
Jul 01, 2025
Project launched: begin with planning, stakeholder engagement, and coordination with the local drone pilot
Aug 31, 2025
Drone-based mapping (local drone pilot): collect high-resolution imagery of the Rāhui, capturing the spatial extent and characteristics of the reef’s habitats
Oct 31, 2025
Produce geospatial layers & maps: process the drone imagery to produce high resolution spatial data critical to subsequent analysis
Dec 31, 2025
Develop survey design & report back to community: use the produced maps to optimize the reef fish survey design for efficient and cost-effective future monitoring
Meet the Team
Affiliates
Ambre Soszynski
I am a marine biologist, currently a PhD Candidate at the University of British Columbia and a Fisheries Data Analyst at Nature Analytics.
My focus is on multi-species fisheries that pose challenges for management and conservation. I use scientific tools such as data analysis and statistical ecology to understand complex fishery systems.
I strongly believe in breaking barriers between scientists and fishing communities for better cooperation and long-term positive effects on the ocean and the people who rely on it.
Bill Harford
Bill Harford is a fishery scientist and the founder of Nature Analytics. Bill has 20 years of experience in fishery decision-support. Prior to founding Nature Analytics, Bill worked in government and academia to develop solutions for fisheries management in the Gulf of Mexico, the Caribbean region, coastal California, Hawaii, and the Laurentian Great Lakes. Bill has extensive experience in the application of data-limited stock assessment methods and in conducting management strategy evaluation (MSE). He is actively involved in providing scientific support for small-scale and community-led fisheries, including population dynamics numerical modeling and development of web applications for audience engagement.
Hunter Lenihan
I work to find solutions to environmental problems through research, teaching, and networking. My work focuses on marine ecosystems, especially assessing the impacts of human activities, conserving and restoring habitats, such as corals, oyster, and rocky reefs, and working with communities to design and implement sustainable fishing practices.
I am co-director of the Rahui Center in French Polynesia, where we are helping communities and local governments re-establish traditional management practices in coastal marine systems, including through small-scale fisheries management and marine reserve-based conservation.
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