May 2024 - 12

AUTOMATION
sales data. For some growers, this data coupled with better
inventory management may be good enough for better
sales forecasting. For many others, forecasting accurately
is the ultimate goal and getting more granular is crucial.
In order to get better forecasts, we need better data.
Lettuce growers often record sample weights to represent
the entire harvest. This is not enough to produce accurate
yield forecasts.
With some changes to the harvest line and software to
link weights to specific inventory batches, growers can
overhaul their process to capture every individual unit
weight coming off the harvest line. These weights can then
be used to aid in forecasting.
At IUNU, we have a product called Harvest Weight
Capture that does exactly this. Growers can also look
at different scale options to help record more yield
information. By adding yields to LUNA AI, along with growth
curves, germination rates and more, we can forecast yield
for growers in advance with significantly higher accuracy.
For ornamental growers, understanding readiness is a
different challenge than yield forecasting. Growers have
specifications that determine readiness (color, size, etc.).
Crops are visually checked to see if and when they meet
the requirements.
In order to get
better forecasts, we
need better data.
This is another example where computer vision
can aid our processes and move us into data-driven
decision making. Instead of subjectively checking crops,
growers can use computer vision to identify exactly
when crops meet their requirements and notify the sales
team, eliminating the friction that often exists between
production and sales. Ultimately, these are just a few
examples of where data can have a meaningful impact for
your business.
Allison Kopf was chief growth officer at IUNU and is now
the CEO at Tract. Learn more about IUNU technology and
innovations at iunu.com.
Seeding Smarter SolutionS for
Better Performance
September 23-25, 2024 | Orlando, FL
The road to better performance starts at the
AmericanHort Plug & Cutting Conference
As the premier event for young plant producers and
growers from across the country, this conference is the
place to learn the newest and best strategies,
technologies, and techniques in the world of
plugs and cuttings.
Join us for...
Grower-Focused
Education
Connection-Building
Trade Show
REGISTER NOW at AmericanHort.org/Plug
12
MAY 2024 GPNMAG.COM
Experiencial
Greenhouse Tour

http://www.iunu.com https://americanhort.co/PnC24_May_GPN_HalfPage http://www.GPNMAG.COM

May 2024

Table of Contents for the Digital Edition of May 2024

Table of Contents
Editor's Report | Meet the next 40!
Automation | Managing what you measure
Technology Innovations | Illuminating the future: Dynamic LED technology
Forty Under 40 | The Class of 2024
Houseplants
Variety Information | A bevy of blooms
Big Grower | Red Sun Farms
Big Grower | Product Showcase
Technically Speaking | Controlling greenhouse temperature for successful production
Culture Report | Garden Gems Cercis Collection
SGAFT | Technology ladders + math = actionable education
AmericanHort | Cultivate your success
Product Marketplace
Classifieds/Ad Index
May 2024 - 1A
May 2024 - 1B
May 2024 - 1C
May 2024 - 1D
May 2024 - 1
May 2024 - 2
May 2024 - Table of Contents
May 2024 - Editor's Report | Meet the next 40!
May 2024 - 5
May 2024 - 6
May 2024 - 7
May 2024 - Automation | Managing what you measure
May 2024 - 9
May 2024 - 10
May 2024 - 11
May 2024 - 12
May 2024 - 13
May 2024 - Technology Innovations | Illuminating the future: Dynamic LED technology
May 2024 - 15
May 2024 - 16
May 2024 - 17
May 2024 - Forty Under 40 | The Class of 2024
May 2024 - 19
May 2024 - 20
May 2024 - 21
May 2024 - 22
May 2024 - 23
May 2024 - 24
May 2024 - 25
May 2024 - 26
May 2024 - 27
May 2024 - 28
May 2024 - 29
May 2024 - 30
May 2024 - 31
May 2024 - 32
May 2024 - 33
May 2024 - 34
May 2024 - 35
May 2024 - 36
May 2024 - 37
May 2024 - 38
May 2024 - 39
May 2024 - 40
May 2024 - 41
May 2024 - 42
May 2024 - 43
May 2024 - Houseplants
May 2024 - 45
May 2024 - 46
May 2024 - 47
May 2024 - Variety Information | A bevy of blooms
May 2024 - 49
May 2024 - 50
May 2024 - 51
May 2024 - 52
May 2024 - 53
May 2024 - Big Grower | Red Sun Farms
May 2024 - 55
May 2024 - 56
May 2024 - 57
May 2024 - 58
May 2024 - Big Grower | Product Showcase
May 2024 - Technically Speaking | Controlling greenhouse temperature for successful production
May 2024 - 61
May 2024 - Culture Report | Garden Gems Cercis Collection
May 2024 - 63
May 2024 - 64
May 2024 - 65
May 2024 - SGAFT | Technology ladders + math = actionable education
May 2024 - 67
May 2024 - AmericanHort | Cultivate your success
May 2024 - 69
May 2024 - Product Marketplace
May 2024 - 71
May 2024 - 72
May 2024 - 73
May 2024 - Classifieds/Ad Index
May 2024 - 75
May 2024 - 76
https://www.nxtbook.com/greatamericanmediaservices/GPN/june-2024
https://www.nxtbook.com/greatamericanmediaservices/GPN/may-2024
https://www.nxtbook.com/greatamericanmediaservices/GPN/april-2024
https://www.nxtbook.com/greatamericanmediaservices/GPN/march-2024
https://www.nxtbook.com/greatamericanmediaservices/GPN/february-2024
https://www.nxtbook.com/greatamericanmediaservices/GPN/january-2024
https://www.nxtbook.com/greatamericanmediaservices/GPN/2024-guide-to-cannabis-production
https://www.nxtbook.com/greatamericanmediaservices/GPN/november-december-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/october-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/new-varieties-digital-guide-2024
https://www.nxtbook.com/greatamericanmediaservices/GPN/september-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/august-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/july-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-july-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/june-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/may-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/april-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-april-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/2023-guide-to-hemp-production
https://www.nxtbook.com/greatamericanmediaservices/GPN/march-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/february-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-january-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/january-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/2023-guide-to-cannabis-production
https://www.nxtbook.com/greatamericanmediaservices/GPN/november-december-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-october-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/october-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/gpn-new-varieties-digital-guide-2023
https://www.nxtbook.com/greatamericanmediaservices/GPN/september-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/august-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-july-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/july-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/june-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/may-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-april-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/april-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/march-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/february-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/cannabisguide-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/hempguide-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/newvarieties-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-january-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/january-2022
https://www.nxtbook.com/greatamericanmediaservices/GPN/december-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-november-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/november-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/october-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-september-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/september-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/august-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-july-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/july-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/june-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/may-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/april-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-march-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/march-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/february-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/cannabisguide-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/hempguide-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/newvarieties-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-january-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/january-2021
https://www.nxtbook.com/greatamericanmediaservices/GPN/december-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-november-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/november-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/october-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-september-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/september-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/august-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-july-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/july-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/june-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/may-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/april-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/californiaspringtrials-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-march-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/march-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/february-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/cannabisguide-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/hempguide-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-january-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/january-2020
https://www.nxtbook.com/greatamericanmediaservices/GPN/december-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-november-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/november-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/october-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-september-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/september-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/august-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-july-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/july-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/june-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/may-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/april-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/californiaspringtrials-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-march-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/march-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/february-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/undercontrol-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/big-grower-january-2019
https://www.nxtbook.com/greatamericanmediaservices/GPN/january-2019
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