Future of Precision Agriculture: Analyzing Crop Growth with Drone 3D Models

The fusion of drone technology and data analysis has led to significant advancements in precision agriculture to transform the way we monitor, analyze, and optimize crop growth.

In an era where technology is reshaping every aspect of our lives, the agricultural industry is no exception. The fusion of drone technology and data analysis has led to significant advancements in precision agriculture, and has changed the way we monitor, analyze, and optimize crop growth. Among these advancements, the creation and analysis of 3D models from drone footage have emerged as a powerful tool for farmers and researchers alike.

Unlocking the Practical Value of Drone Footage for Agriculture

Drone footage has long been admired for its captivating visuals, but its practical value was often limited to simple imagery. However, a group of innovative minds at LoginEKO has harnessed the potential of drone-generated 3D models to uncover deeper insights into crop growth and enhance the efficiency of modern farming practices.

Traditionally, understanding crop growth involved manual measurements, tedious data collection, and substantial guesswork. Enter the era of drone-generated digital models of the surface. By combining data from various drone flights, the team embarked on an exciting journey to explore the possibility of measuring crop volume and height with unprecedented precision.

Turning Drone Footage into Precise Agricultural Data

These digital models, generated using advanced software for manipulation of drone data and GIS (Geospatial Information Systems), captured intricate details about the terrain and crops. Through meticulous analysis, the team illustrated the evolution of crops over time, utilizing color-coded visuals to vividly depict the progress from bare land to thriving vegetation (see pictures below).

Mapping Crop Evolution with Drone Flights

The journey began with the collection of baseline data, capturing the terrain’s initial state. Subsequent drone flights at key intervals allowed us to monitor the crop’s growth journey. We showcased the height and volume of the crops in a captivating longitudinal profile by meticulously overlaying these digital models and employing advanced analytical techniques.

To ensure accuracy, our team took samples from the field on specific dates, providing control points for our analysis. They effectively eliminated terrain irregularities, offering a clearer view of the crop’s height by isolating and projecting the crop’s features onto the baseline terrain model.

This methodology enabled us to classify crops based on height, generating a comprehensive visualization that unveiled the progression of the vegetation. The precise determination of volume and height at different growth stages provided crucial insights for informed decision-making in agriculture.

But the implications don’t stop there. We are committed to expanding the potential of our findings. In collaboration with the Green Manure Project Team, we expect to yield a more profound understanding of the relationship between crop mass, volume, and height zones. This knowledge promises to guide the application of green fertilizers, and to optimize their impact on the soil.

The Future of Precision Agriculture: Integrating LIDAR Technology

Moreover, we are exploring the integration of LIDAR (Light Detection and Ranging) technology to focus this precision even more. This advancement would allow for comprehensive data collection in a single drone flight, eliminating the need for a baseline measurement. The result? An enhanced, streamlined workflow that offers deeper insights without compromising accuracy.

Empowering Agriculture through Data and Innovation

In the realm of modern agriculture, data is the new gold. As drone technology continues to soar to new heights, our visionary experts are proving that the sky is not the limit. By harnessing the power of 3D models and innovative data analysis, we are unlocking the full potential of drone footage to revolutionize precision agriculture, and guide us towards a more sustainable and efficient future.

PARTNERSHIPS & MEMBERSHIPS

Knowledge
Base

Full Traceability & Transparency: Myth or Reality?

April 18, 2024

Our data-driven approach to traceability enables comprehensive data collection at every step of the production process.

Read article

Frontiers Journal publishes LoginEKO research on green manure

April 16, 2024

Using yield monitoring technology, researchers at LoginEKO gained insights into how green manure influences wheat yields in real-world agricultural environments.

Read article

Climate change and agriculture: a problem, and a solution

April 12, 2024

Farming is a part of the problem and a part of the solution when it comes to adapting and mitigating climate change.

Read article