Panel Discussion 1: Data-Driven Management and AI Applications for Leafy Green Production (and Climate Control)


JOIN THE PANEL 1 DISCUSSION

"Data-Driven Management and AI Applications for Leafy Green Production (and Climate Control)"

Friday, February 27th from 2:00 - 2:45 PM (US Eastern Time)

  • Moderator: Dr. Laura Bautista Jalon (Wageningen University & Research)
  • Panelists: Adam Greenburg (IUNU), Brian Stancil (Leaficient), Dominick DiMucci (Haven Greens), Frans-Peter Dechering (Corvus Drones), Mihnea Paraschiv (Sigrow) and Robin Klamer (Certhon) 

Potential Discussion Questions

  1. From Data to Decisions: What is actually feasible? We are generating more data than ever, but:
    • What decisions can growers realistically take in short-cycle leafy greens? And in longer-cycle crops like heads?
    • What are the current limitations in translating data into management decisions?
    • What is your position in the transition to more autonomous growing, and what data inputs are needed (phenotypic, climate, etc.)?
  2. Predictive growing: Yield forecasting, crop planning
    • Can we realistically connect yield forecasting with market demand in short-cycle crops?
    • Can growers safely “increase or reduce speed” based on model advice and data?
    • What are the risks?
  3. Systems integration: How well do current technologies integrate with existing systems?
  4. Return on Investment (ROI) and Adoption: What Is the Real Value? Many growers hesitate because ROI is unclear.
    • How do you quantify return: yield, quality, energy savings, labor efficiency, reduced risk?
    • From the grower’s perspective: what would make you confident enough to invest?
  5. Future directions: How can AI and robotics change the industry? Data-driven and more autonomous cultivation.
    • What is on the horizon?
    • Will human input still be required, and where? How low can we get labor input?
    • What are the barriers?

Meet the Panelists

   
Adam Greenburg Photo

Adam Greenburg
IUNU

Expertise: Artificial intelligence (AI), computer vision, and commercial greenhouse systems for leafy greens

Brian Stancil

Brian Stancil
Leaficient

Expertise: Electrical and computer engineering specializing in remote sensing and predictive AI with grower-centric design

Dominick DiMucci

Dominick DiMucci
Haven Greens

Expertise: Horticulturalist specializing in automated mobile gulley systems for leafy green production

Frans-Peter Dechering

Frans-Peter Dechering
Corvus Drones

Expertise: Autonomous greenhouse drones monitoring plant growth & health in horticulture greenhouses

Mihnea Paraschiv

Mihnea Paraschiv
Sigrow

Expertise: Data-driven greenhouse cultivation for leafy greens

Robin Klamer

Robin Klamer
Certhon

Expertise: Plant scientist specializing in data-driven climate, energy, and sustainability optimization in greenhouse systems.

 

Hosted by The Ohio Controlled Environment Agriculture Center (OHCEAC) in partnership with Wageningen University & Research

Organizing Members: Chieri KubotaLaura Bautista Jalon and Carly Becker

Please contact Carly Becker (becker.421@osu.edu) with any questions

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