6 AI tools developed by morfo to revolutionize large-scale forest monitoring

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MORFO
January 29, 2025

At MORFO, we are deeply committed to advancing large-scale forest restoration efforts to combat climate change. For years, we have been working towards scaling up reforestation while maintaining biodiversity, and our vision is clear: to restore ecosystems that will thrive for generations to come.

One of the most significant challenges in reforestation projects is monitoring. The need for precise, timely, and scalable monitoring of forest restoration progress has never been greater. Traditional methods, such as satellite imagery and manual fieldwork, are limited in their ability to provide the detail and speed needed for large-scale projects. This is where MORFO’s suite of AI tools comes in—tools developed with the goal of making reforestation more efficient, more accurate, and more cost-effective.

We want to take a moment to share these tools with you, explain how they work, and demonstrate how they are already making a difference in our ongoing projects.

Why are AI tools necessary for ecological restoration?

Large-scale reforestation is one of the most pressing challenges of our time. To give you some context: every minute, 10 soccer fields of forest are lost, and 5 million hectares of forest disappear every year (FAO, State of the World’s Forests). This alarming deforestation rate is a reminder of the urgent need for solutions that can scale and help mitigate the damage.

Traditional monitoring methods, such as satellite imagery and manual field observations, work well for small areas but struggle with large, remote, or rugged terrains. Satellite monitoring, while useful, lacks the precision to track small seedlings or detect subtle changes in vegetation. Manual monitoring, on the other hand, is costly, slow, and labor-intensive, making it unsuitable for large-scale projects.

At MORFO, our mission was to develop a set of tools that could provide real-time, precise, and actionable data while making forest restoration both more efficient and cost-effective. After extensive research and development, we introduced AI-powered tools that have the potential to transform the way we monitor and manage reforestation projects at scale.

These tools are designed to help us track restoration progress, intervene early when problems arise, and ultimately improve the health and biodiversity of the ecosystems we work to restore.

Introducing the MORFO AI Suite

Our AI Suite is a collection of six integrated tools, each designed to tackle different aspects of forest monitoring. These tools are powered by artificial intelligence and drone technology, allowing us to capture ultra-high-resolution images and analyze forest data with an accuracy that was previously unattainable.

The suite is flexible, allowing companies and organizations to use the full suite of tools or select individual tools depending on their specific needs. Whether you’re looking for detailed monitoring of seedlings or insights into soil quality, our AI tools are designed to provide the information you need in a cost-effective, scalable manner.

Here’s a breakdown of the six tools in the MORFO AI Suite:

  1. MORFO Dash
    The MORFO Dash is the central dashboard that consolidates all monitoring data from a project. It provides interactive, easy-to-read reports and visualizations that support decision-making. With more than 20 key performance indicators (KPIs), the dashboard includes vital information like hectares restored, carbon sequestration, and biodiversity metrics. The dashboard helps both our team and our partners track project progress in real-time.
  2. Cover Drone ID
    The Cover Drone ID tool uses drone-captured images to create highly detailed, high-resolution maps of land cover. This tool allows us to analyze the landscape, track forest cover, identify watercourses, and detect changes in vegetation with unparalleled precision. With a resolution of 0.3 cm per pixel, this tool provides insights that were impossible to achieve using traditional satellite imagery.
  3. Tree Drone ID
    The Tree Drone ID tool is designed to monitor mature trees, those that are five years or older. By analyzing drone-captured images, this tool identifies tree species and tracks their health, height, and canopy size. This data helps us assess long-term biodiversity and the overall health of the ecosystem, ensuring that our reforestation efforts are truly sustainable.
  4. Seedling Drone ID
    One of the key innovations of the Seedling Drone ID tool is that it can monitor seedlings as early as six months after planting—something that traditional satellite imagery cannot do. This is crucial because monitoring seedlings early on allows us to detect issues before they become more significant problems. By spotting potential risks early, we can take action to ensure the success of restoration efforts. Early-stage monitoring is essential for achieving lasting and healthy ecosystems.
  5. Seedling Picture ID
    The Seedling Picture ID is the ground-based version of the Seedling Drone ID tool. It allows our field teams to gather data on seedling health, and it also provides valuable insights for our clients. This tool enhances the level of detail in our reports and helps field teams make better, more informed decisions while working on the ground.
  6. Soil Insights
    The Soil Insights tool analyzes soil conditions and generates a Quality Index, which helps us determine if the soil is suitable for healthy forest growth. This data is critical for ensuring that the right conditions are in place for the trees to thrive. By assessing soil quality, we can optimize planting efforts and ensure the success of reforestation projects.

The progress we’ve made with these tools

We are constantly working to roll out our AI tools across the diverse and large-scale projects we manage, ensuring that each tool is implemented thoughtfully to provide maximum benefit at every stage of the restoration process. Here’s how we are putting these tools into action across our ongoing projects:

Our MORFO Dash, Cover Drone ID, and Soil Insights tools are already active across all 23 of our reforestation projects in Latin America. These tools are fully integrated into our workflow, enabling us to track key performance indicators such as hectares restored, carbon sequestration, and biodiversity metrics in real-time. These tools are not only available for our current projects but are also ready to be implemented on future projects, allowing us to continuously improve our monitoring and management capabilities.

The Seedling Drone ID tool is already live in select projects, where we have successfully conducted recent drone flights to capture high-resolution images of seedlings. The data collected is currently being processed to monitor early-stage restoration success. By tracking the growth and health of seedlings just months after planting, we can make quicker, more informed decisions about where interventions may be needed to ensure the success of these young plants.

As we move forward, we will progressively implement Seedling Picture ID and Tree Drone ID in the coming weeks. These tools will further enhance our ability to monitor seedlings and mature trees alike, providing us with detailed insights into the development of the forest ecosystem over time. While Seedling Drone ID helps us track early-stage restoration, Tree Drone ID will focus on monitoring mature trees, helping us assess long-term biodiversity and ecosystem health.

Each of these tools plays a crucial role in allowing us to make smarter decisions and intervene early when necessary. By leveraging the power of AI and drone technology, we can gain insights at a level of detail that was once impossible to achieve. This means we can take proactive steps to address challenges in restoration, ensuring healthier ecosystems and better reforestation outcomes.

We are only at the beginning of what can be accomplished

While AI has often been seen as disruptive to industries, we also see it as a force for good. By using AI to restore ecosystems, we can rebuild what’s been lost and make a lasting positive impact on the planet.

We are only at the beginning of what can be accomplished. The true potential of these AI tools lies in how they empower us to make better, faster decisions. We are constantly learning and improving, and we are excited about the future of forest restoration. Our AI tools are just one part of the equation, and we are grateful to everyone who is helping us make a difference.

Want to learn more about our AI tools and how they can benefit your reforestation projects?
Please don’t hesitate to reach out to us for more information. We’re here to help you every step of the way.

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