Heterogeneous field trials with geostatistics

We help you extract more knowledge from field trials through advanced data analysis

We help agricultural manufacturers test and document the effiency of their solutions under realistic field conditions. Through our heterogeneous field trials, we utilise the field’s natural variation to generate more robust results using georeferenced data and geostatistical analyses. We design the trials with plots that incorporate the field’s natural variations, providing a more comprehensive picture of the product's performance under different soil conditions.

Our independent documentation and expertise in both trial design and data analysis provide valuable insights that can strengthen product development.

How can Danish Technological Institute help you?

• Designing trials that utilise the field’s natural variation
• Conducting field trials with georeferenced data
• Field assessments, drone surveys, soil scanning, satellite data, etc.
• Advanced geostatistical analysis of trial results
• Documenting product efficacy under varying field conditions
• Testing variable rate application (VRA) of inputs and products
• Independent documentation for product development

Benefits:

With this type of field trial, we deliberately utilise the field’s natural variation to provide a more complete picture of how the product performs under different conditions.

By working with larger areas in the field and collecting georeferenced data, we can analyse how different soil types, moisture levels and other natural variations affect the performance of the product. This provides insights into where and how the product works best.

Heterogeneous field trials with geostatistics are particularly well-suited for testing biostimulants, fertilisers, pesticides, precision farming technologies and more.

Advanced technology and methods provide deeper insights

The trials combine practical agricultural expertise with advanced technology and data analysis:

• Georeferenced data: By linking all measurements to precise GPS coordinates, we can map variations across the entire trial area and analyse relationships between soil type, crop growth and product performance.
• Geostatistical analysis: We apply advanced statistical methods to analyse spatial patterns in the data. This provides a deeper understanding of how the product interacts with different field conditions.
• Tailored sensors and measurements: Depending on the product and objective, we can implement various sensors and measurement methods, ranging from soil sampling and crop measurements to drone and satellite imagery.
• Integrated expertise: Our team combines knowledge of agronomic trials, statistical analysis and practical farming, ensuring that the trials are both scientifically robust and practically relevant.
• Increased trial power: Differences in soil quality can explain yield variation, making it easier to identify statistically significant differences between treatments.

How the trials are conducted

The process begins with a dialogue about your needs and the characteristics of your product. Together, we find the optimal trial design, select relevant measurements and sensors and identify a suitable trial field with the variation relevant to your product.

Following the completion of the trial, you will receive a detailed report with geostatistical analysis, providing insights into how your product performs under different conditions. This knowledge can strengthen both product development and your advice to end-users.

Our dedicated team of trial planners, trial technicians, agronomists and data analysts ensures the professional execution of the entire process — from planning to final reporting.

Contact us for a conversation about how heterogeneous field trials can give you deeper insights into your product’s potential under realistic field conditions.