All-in-one Data Platform
Cloverfield™
Cloverfield™ is our in-house phenotyping data platform, designed to assist agricultural researchers in scaling up plant assessments with greater repeatability, precision, and consistency. It provides a comprehensive data platform that enables you to extract valuable insights from your crop images, covering traits distribution, analytics dashboard, and campaign management among other great features.
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Cloverfield v3.5.1 - April 25th, 2025
New features have been added to Cloverfield™, your online digital phenotyping data platform. This release includes tailored new features for plant breeding, crop protection & nutrition and also production fields to let you make decisions earlier in the season, so you can maximize time and resources.
Among these new features you'll find powerful new dashboards in the 'Analytics' tab:
- Principal Components Analyis (PCA) dashbaord;
- Analysis of Variance (ANOVA) dashboard;
- Scouting feature to fuse data from multiple vectors for production fields monitoring.
Principal Components Analysis Dashboard (PCA)
This new analytic dashboard empowers plant breeders to map the diversity of the genetic material represented within their field trials. This feature allows for a fast, in-season analysis of diversity from phenotyping data, to inspect the different clusters responsible for your genetic diversity, to analyze the correlation between the calculated traits and your ground truth assessments (manual measurements or validation data), and to be able to make decisions earlier and maximize the impact of your trial.
How to access it in Cloverfield™?
- Go to the Map view and select your site;
- Then go to the PCA dashboard in the Analytics tab;
- Select either multiple traits in the list or use an advanced filtering scope;
- And select the dates to consider for the PCA analysis;
- Finally, display the color of the data points per modality or genotypes.
You’re ready to analyze the diversity clusters of your trial!
Analysis of Variance Dashboard (ANOVA)
This also new analytics dashboard allows for a fast and direct analysis of your modality performance within a product testing trial. This integrated ANOVA tool helps to quickly determine the multifactorial equation explaining the variability of your modalities from the calculated traits so you can streamline your analysis of which treatment is statistically relevant within your trial program and target the best performing modalities overall. This feature breaks down in 3 steps: Multifactorial equation definition + ANOVA computation + post-hoc test (Tukey HSD) for pairwise comparison.
How to access it in Cloverfield™?
- Select your contract and site;
- Go to the Analytics tab and select “Modality Characterization (GLM)”;
- Select a specific date;
- Select the “Treatment” and “Response”;
- Define Factors based on the traits, modalities or other attributes;
- Finally, click "compute ANOVA" to see the results.
Scouting Feature for Production Fields Monitoring
This feature is tailored for production fields and On-Farm Experiments allowing to fuse data from multiple vectors like satellite heterogeneity map with RGB imagery from Literal, to assess the heterogeneity of the field and locate precisely sampling zone and perform non-destructive assessments of your crops to investigate further what’s going on in your field or experiment. Through accurate data collection and processing, this solution is aiming at helping you evaluate the performance of new agricultural practices and optimize harvest logistics for instance.
How to access it in Cloverfield™?
- Select your contract and site;
- Select the acquisition date of the satellite imagery;
- Head over to the camera icon at the bottom left corner;
- Select a time range and visualize your sampling zones with the corresponding images.
Log into your Cloverfield™ account now to discover the new features online! And for more information, please reach out to your Hiphen Campaign Manager.
Stay tuned for new Cloverfield™ features release next month.
Sincerely,
Your Hiphen Success Team.
