Bridging the Data Divide - Building a Common Standard for CEA

CEA Data Standardization Whitepaper

Discover how consistent measurement and shared terminology can transform CEA. This 30+ page whitepaper unites research and practice to define how we measure, compare, and communicate data from temperature and light to energy and AI.

A must-read for anyone working on data-driven farming systems.

The first comprehensive whitepaper defining how CEA can measure, compare, and communicate data across research, greenhouses, and vertical farms.

Written by 8 experts from science and industry with 30+ pages of  insights, reporting templates, and best practices.

Bridging the Data Divide: Building a Common Standard for CEA

In CEA, inconsistent data standards make it hard to compare research results, automation systems, or crop performance. This whitepaper bridges that gap combining scientific rigor with real-world insights to help you measure what truly matters.

Key takeaways:

  • Learn how to standardize environmental and crop measurements
  • Apply ready-to-use reporting templates and formulas (PPFD, DLI, VPD, and more)
  • Understand key metadata and energy reporting principles
  • Gain insights from real farms and scientific co-authors

What you’ll find inside the whitepaper

Reporting Standards

Clear methods for environmental and crop data, including formula templates and measurement ranges.

Metadata Framework

Definitions for Sensor, Crop, and Digital Systems metadata to make data traceable and comparable.

Practical Tools

From the Practical Measurement Checklist to real-world interviews with growers. Learn how experts tackle daily measurement challenges.

Alexander Jaworski

Developed by experts. Built for the industry.

The whitepaper “Bridging the Data Divide: Building a Common Standard for CEA ” was developed by experts from across the CEA ecosystem — connecting scientific insight with operational practice.

It was authored by Isabelle van Doorn and Alexander Jaworski (greenhub), together with co-authors Gerwin de Vries (Witlofkwekerij Lof), Sam Loontjens (WUR), Pantelis Kleanthidis (Blue Radix), Laura van de Kreeke (Growy), Katia Kouloumprouka Zacharaki (NIAB), and Christoph Theunert (MeWeDo). Layout and graphic design were created by Lea Zerbst (New Work Leaders).

Together, they have laid the foundation for joint CEA data standardization.

If you have any comments or thoughts on this, please feel free to contact co-author and CEO Alexander Jaworski. We look forward to your feedback!

Get the guide and start standardizing your data

Expand your knowledge

Continue exploring the language of CEA with our Glossary of over 250 industry terms, designed to make research and operations speak the same language.

Go to our CEA Glossary
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