Field trial analysis

Field trial analysis

Alteia Field Trial Analysis is a ready-to-use solution to enable digital phenotyping with visual information coming from multiple data sources (drones, satellites, ground cameras,..). Scale up your crop assessments and access a wide range of phenotyping traits & outputs, actionable today, without the need of software development or costly integration.

At Alteia, our knowledge of agronomy, plants, and artificial intelligence has allowed us to develop data pipelines for a wide range of crops.

The Alteia Field Trial Analysis application turns your latest crop data into valuable phenotypic measures and reports that help you speed up your field trial programs and easily compare any plot to another – representing a gain of 30% on your R&D process.

The application enables data pipelines coming from a wide variety of sensors, vectors, and crops, and ensures scalability through automated data processing chains.

You can automatically detect your plots, vectorize them, and extract different types of information from visual imagery that will be automatically contextualized to the plots.

High-value Workflows

Automated and end-to-end data flow

Automate your recurrent data collection and analysis operations thanks to the integrated season planner module. With this specific feature you can automate data processing chains  by describing the sequence of analyses to be performed throughout the season; standardize processing chains between different sites; track progress of data collection and processing tasks.


It offers a multitude of advantages.


Firstly, it enhances efficiency by reducing the need for manual data handling, which minimizes the risk of errors and speeds up data analysis.


It also ensures scalability, as it can handle large volumes of data without a proportional increase in human resources.


Furthermore, automation ensures data consistency and quality, as predefined rules and algorithms govern the processing steps. 


Automated and end-to-end data flow

Leverage embedded editing tools to create digital twins of your field trials

Generate plot boundaries to measure, benchmark, monitor traits and evaluate trial responses at microplot level. A microplot custom ID is linked to each microplot for seamless data analysis. Microplot edition tools are available within the application (modify, delete,…). You can also import pre-existing microplot vector files generated outside the platform.


Leverage embedded editing tools to create digital twins of your field trials

Support decisions for field trial validation based on plant density/stand counts

Plant density is a key piece of information about crop growth that guides decision-making, informs agricultural strategies, and ensures sustainable and productive farming practices, making it an indispensable component of field trial analysis.


Firstly, it serves as a fundamental indicator of crop health and productivity.


Furthermore, this data is invaluable for assessing the impact of environmental factors, such as weather and soil conditions, on plant growth, enabling better adaptation to changing climate patterns.


Typically performed manually, this task can benefit from recent advances in computer vision. The Field Trial Analysis application embeds AI models for the automated detection of individual plants from different varieties, and the data aggregation at plot level to run statistics between plots and fields.


Support decisions for field trial validation based on plant density/stand counts

Automatize and standardize crop trait measurement process

This functionality allows at microplot level the generation of available vegetation indexes and compute statistics like flowering characterization; plant height and plant count, stay green index.


You can also generate custom scouting maps and traits with specific formulas.


Automating crop trait measurement offers a multitude of benefits that revolutionize agriculture and research.


It reduces human error, ensuring precise and consistent measurements, which are crucial for the accuracy of research findings and breeding programs.


Moreover, automated systems can capture a wider range of traits, including those that are difficult to assess manually, leading to a more comprehensive understanding of crop performance.


Automatize and standardize crop trait measurement process

Evaluate quickly and consistently plant response to crop protection products

By continuously monitoring crop growth and health over time, researchers can track changes in vegetation indices and other key indicators. This data can then be analyzed in a time series format, allowing for the observation of trends and patterns in crop behavior before and after the application of protection products.


Such analysis can reveal the effectiveness of these products in terms of pest or disease management, as well as their impact on crop growth and overall health.


Additionally, time series data enables the identification of optimal application timings and dosage levels, contributing to more efficient and sustainable agricultural practices.


 


Evaluate quickly and consistently plant response to crop protection products

Record anomalies in your field experiment

Access data anywhere, anytime using the mobile application extension.


Empower your team of agronomists to collaborate from a single source of truth by using the annotation and collaboration tools, create tasks and allocate them to specific teams.


Leverage the mobile application to simplify communication by making 2D/3D maps mobile, and use it for new data inputs or field work validation.


Record anomalies in your field experiment

Benefits

Technical Features

Cloud-based

Cloud-based

No need to install any software. Just log to your Alteia account and manage all your data from there, benefiting from elastic storage capabilities and high performance computing.


Annotation tools

Annotation tools

Annotate your data and share with your team or outside under specific restrictions, and keep track of everything thanks to the data archiving capability of the platform. Enhance your communication and knowledge of your plots inside and outside of your organization.


Photogrammetry engines

Photogrammetry engines

Alteia embeds powerful photogrammetry engines by Pix4d and Metashape in order to generate accurate 2D maps or 3D models out of aerial aerial photos taken with RGB, multispectral, or hyperspectral sensors. Just pick the solution that suits your needs the best.. Just pick the solution that suits your needs the best and generate 2D maps from RGB or multispectral cameras.


Powerful analytics

Powerful analytics

Use our AI powered analytics for microplot automated delimitation, vegetation index statistics extraction, plant count and emergence, and plant height measurement among others.


High level of customization

High level of customization

The Alteia application can be configured to your specific needs.


No programming required

No programming required

No need for a data scientist or expensive custom programming.


Quick data turnaround

Quick data turnaround

Your surveys and analytics are processed, QA’d, and ready to view within hours.


User-friendly layering

User-friendly layering

Apply and visualize the layers you want, and define specific styling or data intervals.


Import and Export formats

Vision

Import

Databases

Export

Pricing

Active Users

Price/year

Upon request

What is included

  • Up to 10 seats
  • APIs for output integration only
  • Pay per use for photogrammetry
  • Pay per use for analytics run
  • Online community and training

What is not included

  • Level 1 analytics integration
  • Custom application development
  • Access to SDK and APIs
  • Advanced account management
  • Premium support
  • Season Planner and Data Capture
How to unlock these features ?

Industries

This Alteia application already helps these industries.

  • forestry iconAgriculture

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