High-Tech Conservation in the Caribbean: A Blueprint for Global Impact

A deep seafloor habitat classification that was derived from bathymetry
and substrate data for the Caribbean Basin. These habitats likely harbor unique
biodiversity and are being used to expand marine protection across the deep ocean.
A deep seafloor habitat classification that was derived from bathymetry and substrate data for the Caribbean Basin. These habitats likely harbor unique biodiversity and are being used to expand marine protection across the deep ocean.
Steve Schill, The Nature Conservancy
Posted

The Caribbean’s natural beauty belies a growing environmental crisis. Coral reefs are dying, mangroves are vanishing and seagrass beds—vital to marine life and coastal protection—are rapidly declining. Climate change, pollution, invasive species and overfishing are accelerating the degradation of these ecosystems, threatening biodiversity, economic health and the region’s resilience to natural disasters.

In response, The Nature Conservancy (TNC) is deploying cutting-edge technology to help Caribbean nations map and protect their natural resources. With a global mission to conserve the lands and waters on which all life depends, TNC’s Caribbean Division is pioneering a model of tech-enabled, locally driven conservation that could reshape how the world approaches environmental stewardship.

Why These Ecosystems Matter

The Caribbean’s coastal ecosystems sustain marine life and are vital to regional economies and human wellbeing. Their decline represents not just habitat loss, but a disruption of essential ecological functions with global implications.

Home to 12% of the world’s mangrove forests, the Caribbean has seen nearly 7,000 square kilometers of mangroves disappear in just three decades. This development is concerning because mangroves are ecological powerhouses, buffering coastlines from storms, filtering pollutants, storing carbon and supporting sea life.

Coral reefs, meanwhile, generate tourism revenue—the mainstay of most Caribbean economies—prevent coastal erosion, sustain marine biodiversity and even provide ingredients for life-saving medicines. But in many areas, live coral cover has plummeted by up to 80%.

A marine scientist surveying elkhorn coral in St Croix, USVI, an important reef-building coral in the Caribbean. These corals grow in the shallow reef areas and are important for wave attenuation, coastal protection, and create habitat and shelter for many other reef species.
A marine scientist surveying elkhorn coral in St Croix, USVI, an important reef-building coral in the Caribbean. These corals grow in the shallow reef areas and are important for wave attenuation, coastal protection, and create habitat and shelter for many other reef species.
Credit: Steve Schill, The Nature Conservancy

Often overlooked, seagrasses play a critical role in food production, water purification and carbon sequestration. Yet some regions have lost nearly 40% of their coverage in just four years.

TNC’s Tech-Driven Approach

TNC’s campaign to address these environmental issues in the Caribbean began in 1970 with a six-acre preserve on Little St. Thomas in the U.S. Virgin Islands. Since then, it has expanded to 17 countries and territories, with six offices and a team of 80 regional staff. Today, TNC’s conservation strategy blends advanced geospatial technologies with strong local collaboration to foster a better understanding of the region’s natural resources, their condition and how the environment shifts over time.

TNC researchers are deploying a multi-layered data collection strategy that blends cutting-edge technology with on-the-ground validation. These include satellite imagery from platforms like Sentinel-2 and PlanetScope, high-resolution drone surveys, multiband radar and lidar technologies, and field surveys that verify and refine digital interpretations.

A marine scientist conducts a photo transect survey in a seagrass bed in southern Jamaica. These data are used to estimate the health and carbon storage
capacity of seagrass beds.
A marine scientist conducts a photo transect survey in a seagrass bed in southern Jamaica. These data are used to estimate the health and carbon storage capacity of seagrass beds.
Credit: Steve Schill, The Nature Conservancy

TNC then employs a toolkit of powerful geographic information system (GIS) technology to analyze and visualize the collected data, including:

  • NV5 ENVI, powerful software to process and analyze geospatial imagery, including data from satellites, aerial photography and other sensors.
  • Trimble eCognition, an object-based image analysis (OBIA) tool that automates the interpretation and analysis of geospatial data.
  • ArcGIS platforms, Esri GIS solutions for creating, sharing, and using maps, apps and data.
  • Pix4D and DroneDeploy, photogrammetry software platforms that convert overlapping drone photos into accurate 2D maps and 3D models.

These solutions support key applications, such as:

  • Feature extraction and object-based habitat classification, which enables precise identification of ecological zones by analyzing spatial patterns and textures.
  • Spectral analysis using vegetation indices, which offers insights into plant health, biomass, and seasonal dynamics.
  • Satellite-derived bathymetry (SDB), which supports shallow water mapping.
  • Multiband radar and lidar processing, which enhances terrain modeling and vegetation structure analysis, even in cloud-covered or densely forested areas
  • AI-powered habitat classification and species detection, which integrates these data streams to automate and refine ecological mapping, driving faster, more scalable environmental decision-making.

When combined, these tools and technologies enable TNC to map the extent, condition and change of key ecosystems, providing vital data for conservation, preservation and restoration efforts.

Empowering Local Ownership of Conservation Efforts

Technology alone isn’t enough. Conservation efforts hinge on empowering local entities to take ownership. Through workshops and training programs, TNC equips government agencies, non-governmental organizations (NGOs) and community groups with the skills to operate GIS, drones and remote sensing tools, and use data collected to create, implement and defend environmental protection policies.

By transferring knowledge and tools, TNC is building a foundation for conservation initiatives that are locally led and enduring. TNC also supports national policy development and collaborates with national and state agencies to determine the most effective ways to invest funding to support their efforts.

Smart GIS Data Unlocks Real-World Impacts

TNC’s high-tech approach is already yielding impressive results. In Barbados, TNC is assisting the government to design a Marine Spatial Plan that designates 30% of the country’s 185,000 km2 Exclusive Economic Zone (EEZ) for marine protection, effectively balancing conservation needs with economic zones for the tourism, fishing and energy sectors. For the first time, deep-sea habitats were modeled, and targeted surveys were conducted to validate and document critical ecological baselines. The MSP process is designed to benefit all users of the marine space—both directly and indirectly—by ensuring long-term protection of vital ecosystems, supporting livelihoods, boosting business prosperity, minimizing conflicts and incompatible uses, unlocking new opportunities for investment, securing sustainable fishing access, and fostering collaboration between government and the maritime sector.

A drone photo acquired over a mangrove swamp in eastern Jamaica. These mangrove provide important coastal protection, fisheries production, and carbon
sequestration benefits.
A drone photo acquired over a mangrove swamp in eastern Jamaica. These mangrove provide important coastal protection, fisheries production, and carbon sequestration benefits.
Credit: Steve Schill, The Nature Conservancy

In The Bahamas, TNC launched the Mangrove Mapping Initiative to develop the first high resolution mangrove inventory at a national scale - mapping over 5,000 km² of mangrove forests. This effort utilized thousands of Planetscope satellite images, segmented into objects and classified using drone-collected field data. A key achievement was the detailed mapping of sparse scrub mangroves—often missed in traditional surveys—and the accurate delineation of elevation transitions between mangrove ecosystems and upland coppice forests, which are frequently misclassified. Through the Blue Carbon Explorer, a Google Earth Engine tool developed by TNC, managers can now identify priority areas, monitor ecosystem changes, and guide targeted restoration efforts. TNC is also building local capacity by training stakeholders and supporting The Bahamas National Trust in developing climate-smart management plans. By mainstreaming nature-based solutions (NBS)—like mangrove conservation—into national climate and development policies, mangroves are being promoted as key ecosystems for climate adaptation, coastal resilience, and carbon sequestration.

In partnership with the Centre for Marine Sciences at the University of the West Indies (UWI) and supported by The Pew Charitable Trusts, TNC completed the first high resolution blue carbon (mangroves and seagrass) inventory of Jamaica at a national scale that is providing significant guidance for national climate policy and coastal ecosystem management. This comprehensive mapping effort incorporates carbon stock assessments to quantify the climate mitigation potential of these ecosystems. The resulting data are informing conservation priorities that are contributing directly to Jamaica’s updated Nationally Determined Contribution (NDC) under the Paris Agreement, positioning blue carbon as a key component of the country’s climate and coastal ecosystem management strategy.

A mangrove forest in Los Haitises National Park, Dominican Republic. These mangroves provide critical habitat for birds and fish and help trap sediment that leads to improved water quality.
A mangrove forest in Los Haitises National Park, Dominican Republic. These mangroves provide critical habitat for birds and fish and help trap sediment that leads to improved water quality.
Credit: Steve Schill, The Nature Conservancy

Over the past two years, the Caribbean has experienced unprecedented coral bleaching, driven by record-breaking marine heatwaves and prolonged thermal stress. In the USVI, TNC has been monitoring the impacts of these bleaching events using drones and AI to map and monitor the extent of bleached corals and track their rates of recovery. These methods have made it more efficient to monitor vast reef tracks and identify coral colonies that have survived, helping reef scientists to adaptively manage coral and study the genetics of colonies that are more adapted to survive warmer temperatures.

A Model for the World

As environmental and climate threats intensify and become more frequent, TNC’s work in the Caribbean offers a compelling blueprint for global conservation. TNC’s combination of advanced technology, local empowerment and strategic collaboration is not only aimed at reversing ecosystem decline—it’s redefining what’s possible.

By investing in high-quality geospatial data and educating local entities, TNC is helping Caribbean nations take ownership of their natural resources and chart a sustainable path forward. This model—grounded in science, supported by technology and sustained by community—can be replicated in vulnerable regions worldwide.

What’s emerging in the Caribbean is a prototype for global environmental change— showing how communities worldwide can leverage cutting-edge GIS solutions to drive effective conservation efforts that make a lasting impact on their most critically impacted areas.


About the Author

Dr. Steve Schill is the Lead Scientist for the Caribbean Division at The Nature Conservancy. His expertise includes remote sensing of marine habitats, systematic design of marine spatial plans and the development of GIS-based decision-support tools. 

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