> ## Documentation Index > Fetch the complete documentation index at: https://waybeyond.mintlify.site/llms.txt > Use this file to discover all available pages before exploring further. # Optimized irrigation # Source: [https://www.waybeyond.io/resources/optimized-irrigation](https://www.waybeyond.io/resources/optimized-irrigation) 17.06.2025 | 3 min read # Optimized: Irrigation [PREVIOUS](https://www.waybeyond.io/resources/agtech-golden-hour?hsLang=en) [NEXT](https://www.waybeyond.io/resources/soil-under-pressure?hsLang=en) * [![soc1](https://www.waybeyond.io/hs-fs/hubfs/WB%20Images/soc1.png?width=46\&height=47\&name=soc1.png)]() * [![soc2](https://www.waybeyond.io/hs-fs/hubfs/WB%20Images/soc2.png?width=46\&height=47\&name=soc2.png)]() * [![soc3](https://www.waybeyond.io/hs-fs/hubfs/WB%20Images/soc3.png?width=46\&height=47\&name=soc3.png)]() * [![soc4](https://www.waybeyond.io/hs-fs/hubfs/WB%20Images/soc4.png?width=46\&height=47\&name=soc4.png)]() * [![soc5](https://www.waybeyond.io/hs-fs/hubfs/WB%20Images/soc5.png?width=46\&height=47\&name=soc5.png)]() ![Anas Elmajdoub monitoring drip irrigation for crops in a commercial greenhouse in Morocco](https://www.waybeyond.io/hs-fs/hubfs/Anas%20holding%20pot%20in%20greenhouse-2.jpg?width=1200\&height=748\&name=Anas%20holding%20pot%20in%20greenhouse-2.jpg) ## Introducing *Optimized* *WayBeyond’s new series spotlighting real-world results from data-driven crop management.* Each edition explores how innovative tools, climate insights, and agronomic strategies combine to improve efficiency, reduce waste, and optimize yield, one decision at a time. From irrigation and fertigation to climate forecasts and beyond, we break down what worked, how, and why it matters for growers. ## How one grower used ETo forecasts to reduce water use by 16% Every grower knows irrigation decisions can make or break a season, but what if you could optimize them using climate data and crop demand instead of guesswork? That’s the question **WayBeyond’s Dr. Tharindu Weeraratne (Dr. T)** and **Andrea Ortega** set out to answer during a field study with a tomato-on-the-vine grower in Mexico. Their goal? To see how [FarmRoad’s **reference evapotranspiration (ETo)** forecasting tools](https://www.waybeyond.io/solutions/optimize-irrigation?hsLang=en) could turn daily decisions into measurable savings. ### The Goal To optimize irrigation for substrate-grown tomatoes using daily ETo, radiation forecasts, and real-time climate data. ### The Method An irrigation zone was selected. Grower-led irrigation was applied for five days, and in the next five days, a data-informed irrigation strategy based on ETo and real-time data was applied.  Water use was measured using milliliters per joule of radiation (ml/Joule), allowing a clear efficiency comparison. ![WayBeyond Intern Andrea Ortega at AgroMi](https://www.waybeyond.io/hubfs/WayBeyond%20Intern%20Andrea%20Ortega%20at%20AgroMi.jpg) *WayBeyond Intern Andrea Ortega onsite* ![FarmRoad climate sensor installed at AgroMi tomato farm in Mexico](https://www.waybeyond.io/hubfs/FarmRoad%20Climate%20Sensor%20at%20AgroMi%20Tomato%20Farm-1.jpg) *FarmRoad sensor monitoring climate in the tomato greenhouse* ### The Results * **16% reduction in water use** (based on ml/joule) with the ETo-based strategy * No compromise observed in fruit quality or plant health * Estimated \*\*$3,200/ha in fertilizer savings** (based on average hydroponic input costs of $20,000/ha) ### Why It Matters Many growers pay directly for water and also use their irrigation systems for delivering fertilizer to crops, so improving water efficiency directly impacts their input costs. This research shows that pairing ETo forecasting with system capabilities and real-time data can unlock more intelligent decision-making and real-world ROI ### WayBeyond Recommendations For growers looking to optimize irrigation using data and climate insights, here are four practical steps based on this study: 1. ###### Use ETo forecasting as your starting point. Evapotranspiration forecast data helps determine how much water your crop truly needs—before over- or under-watering happens.  2. ###### Calculate and regularly adjust your crop coefficient (Kc). Fine-tuning your Kc based on real-time irrigation measurements allows you to adapt irrigation plans to specific varieties, substrates, and seasonal changes. 3. ###### Design irrigation strategies around system capabilities. Knowing what your system can deliver (and when) ensures that any strategy you create is actually executable in the field or greenhouse. 4. ###### Evaluate results, then refine. Use comparative testing—even in small zones—to understand what works best for your conditions. Then iterate.  Smart irrigation is not a one-time decision. It’s a repeatable process that helps you get better every day. Read more about how FarmRoad can help you with smart irrigation [here](https://www.waybeyond.io/solutions/optimize-irrigation?hsLang=en).  ## Featured Resources [![VISIT OUR RESOURCE HUB](https://no-cache.hubspot.com/cta/default/5939375/29b857c6-e0f6-43e6-a13e-6588bb15ca74.png)](https://cta-redirect.hubspot.com/cta/redirect/5939375/29b857c6-e0f6-43e6-a13e-6588bb15ca74) ![](https://www.waybeyond.io/hubfs/Compounding%20blog_600x360.png) * ARTICLE * CROP MANAGEMENT ###### [The Compounding Effect of Daily Crop Management Decisions](https://www.waybeyond.io/resources/the-compounding-effect-of-daily-crop-management-decisions?hsLang=en) Strong crop outcomes rarely come from one big decision. More often, they're built through small,... 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[START READING](https://www.waybeyond.io/resources/beyond-yield-prediction?hsLang=en) ![](https://www.waybeyond.io/hubfs/CoCM%20Sanaa%20600x360_1.png) * CUSTOMER CHAMPIONS ###### [Meet Sanaa, Phytosanitary Manager at African Blue](https://www.waybeyond.io/resources/meet-sanaa-phytosanitary-manager-at-african-blue?hsLang=en) Discover how Sanaa Elmarini enhances decision-making in blueberry crop management at African Blue... [START READING](https://www.waybeyond.io/resources/meet-sanaa-phytosanitary-manager-at-african-blue?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/speaker%20600x360-2.png) * PRESENTATION * DARRYN KEILLER * INDUSTRY ###### [Fruit Logistica 2024: Rethinking Horticulture](https://www.waybeyond.io/resources/rethinking-horticulture?hsLang=en) Practical solutions for today’s challenges in the world of horticulture. From real-time data to... [START WATCHING](https://www.waybeyond.io/resources/rethinking-horticulture?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/article%20600x360-1.png) * ARTICLE * CROP MANAGEMENT ###### [Cultivating better crop outcomes with real-time alerts](https://www.waybeyond.io/resources/cultivating-better-outcomes-with-real-time-alerts?hsLang=en) Real-time alerts play a vital role in empowering growers to make better crop management decisions.  [START READING](https://www.waybeyond.io/resources/cultivating-better-outcomes-with-real-time-alerts?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/podcast%20600x360-4.png) * PODCAST * DARRYN KEILLER ###### [Tiny Little Victories: Sustainable farming and saving the planet](https://www.waybeyond.io/resources/tiny-little-victories-with-darryn-keiller?hsLang=en) Darryn addresses the importance of food security, how the pandemic showed a real vulnerability in... [LISTEN NOW](https://www.waybeyond.io/resources/tiny-little-victories-with-darryn-keiller?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/speaker%20600x360-3.png) * PRESENTATION * CROP MANAGEMENT ###### [Fruit Logistica 2024: 3 common grower problems solved with digital agronomy](https://www.waybeyond.io/resources/3-common-grower-problems-solved-with-digital-agronomy?hsLang=en) Real world examples of common issues faced by growers that can be solved with real-time data,... [START WATCHING](https://www.waybeyond.io/resources/3-common-grower-problems-solved-with-digital-agronomy?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/webinar%20600x360-2.png) * TOMATO * ARTICLE * CROP STEERING ###### [Crop steering 101: how to optimize tomato growth for maximum yield](https://www.waybeyond.io/resources/crop-steering-101-optimizing-growth-for-maximum-yield?hsLang=en) In this crop steering guide, you'll learn how to adjust environmental factors for ideal plant... [START READING](https://www.waybeyond.io/resources/crop-steering-101-optimizing-growth-for-maximum-yield?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/event%20600x360-3.png) * ARTICLE * WAYBEYOND LIFE ###### [Fruit Logistica 2024 round up](https://www.waybeyond.io/resources/insights-from-fruit-logistica-2024?hsLang=en) Fruit Logistica 2024 in Berlin wrapped last week, bringing to a close its biggest edition yet with... [START READING](https://www.waybeyond.io/resources/insights-from-fruit-logistica-2024?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/article%20600x360-7.png) * TOMATO * ARTICLE * CROP STEERING ###### [The important role of plant balance in tomato crop steering](https://www.waybeyond.io/resources/the-important-role-of-plant-balance-in-tomato-crop-steering?hsLang=en) Discover strategies for maximizing crop yields by balancing generative/vegetative growth. [START READING](https://www.waybeyond.io/resources/the-important-role-of-plant-balance-in-tomato-crop-steering?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/webinar%20600x360.png) * WEBINAR * CROP MANAGEMENT ###### [4 common grower problems solved with digital agronomy](https://www.waybeyond.io/resources/4-common-grower-problems-solved-with-digital-agronomy?hsLang=en) The protected crop growers guide to successfully managing your plants, team, practices and... [START WATCHING](https://www.waybeyond.io/resources/4-common-grower-problems-solved-with-digital-agronomy?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/podcast%20600x360-3.png) * PODCAST * DARRYN KEILLER * INDUSTRY ###### [This Climate Business: Farming indoors](https://www.waybeyond.io/resources/this-climate-business-farming-indoors?hsLang=en) The future of farming may be indoors. We know that’s already happening for tomatoes and leafy... [LISTEN NOW](https://www.waybeyond.io/resources/this-climate-business-farming-indoors?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/event%20600x360-6.png) * ARTICLE * WAYBEYOND LIFE ###### [Morocco Berry Conference 2023 round up](https://www.waybeyond.io/resources/highlights-from-morocco-berry-conference-2023?hsLang=en) Read our team's report on the 2023 Morocco Berry Conference, held in Agadir. [START READING](https://www.waybeyond.io/resources/highlights-from-morocco-berry-conference-2023?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/webinar%20600x360-2.png) * TOMATO * WEBINAR * YIELD PREDICTION ###### [The importance of climate and context data in tomato production](https://www.waybeyond.io/resources/beyond-yield-prediction-in-tomato-production?hsLang=en) Learn how interpreting crop yield prediction with contextual data improves decision-making and... [START WATCHING](https://www.waybeyond.io/resources/beyond-yield-prediction-in-tomato-production?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/event%20600x360-5.png) * ARTICLE * WAYBEYOND LIFE ###### [Fruit Attraction 2023 round up](https://www.waybeyond.io/resources/observations-on-fruit-attraction-2023-madrid?hsLang=en) WayBeyond's team share first impressions, general observations and key takeaways from Fruit... [START READING](https://www.waybeyond.io/resources/observations-on-fruit-attraction-2023-madrid?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/webinar%20600x360-3.png) * WEBINAR * CROP MANAGEMENT ###### [Adopting crop management software](https://www.waybeyond.io/resources/how-growers-are-gaining-the-advantage-by-adopting-saas?hsLang=en) SaaS adoption in horticulture: discover challenges and pitfalls for both growers and technology... [START WATCHING](https://www.waybeyond.io/resources/how-growers-are-gaining-the-advantage-by-adopting-saas?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/article%20600x360-4.png) * ARTICLE * BLUEBERRY * CROP MANAGEMENT ###### [Mitigating Frost Risk in Blueberries](https://www.waybeyond.io/resources/protecting-blueberry-crops-from-risk-of-frost?hsLang=en) Frost devastates blueberry crops, leading to significant economic losses. By harnessing digital... [START READING](https://www.waybeyond.io/resources/protecting-blueberry-crops-from-risk-of-frost?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/article%20600x360-11.png) * ARTICLE * CROP MANAGEMENT ###### [Unlocking grower success through data analysis](https://www.waybeyond.io/resources/unlocking-grower-success-through-data-analysis?hsLang=en) Digital agronomy insights helps tackle crop loss, production variations, and declining yield by... [START READING](https://www.waybeyond.io/resources/unlocking-grower-success-through-data-analysis?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/speaker%20600x360-4.png) * PRESENTATION * YIELD PREDICTION ###### [Global Tomato Congress 2023: Beyond yield prediction](https://www.waybeyond.io/resources/beyond-yield-prediction-at-global-tomato-congress?hsLang=en) Lee Kirsopp challenges the need for high accuracy yield prediction. Can other data provide better... [START READING](https://www.waybeyond.io/resources/beyond-yield-prediction-at-global-tomato-congress?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/event%20600x360.png) * ARTICLE * WAYBEYOND LIFE ###### [GreenTech Americas 2023 round up](https://www.waybeyond.io/resources/on-the-ground-at-greentech-americas-2023?hsLang=en) Insights and reflections from the WayBeyond team at GreenTech Americas 2023, held in Querétaro,... [START READING](https://www.waybeyond.io/resources/on-the-ground-at-greentech-americas-2023?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/speaker%20600x360.png) * PRESENTATION * CROP MANAGEMENT ###### [GreenTech Americas 2023: Production problems solved by collecting the right data](https://www.waybeyond.io/resources/production-problems-solved-by-collecting-the-right-data?hsLang=en) 3 production problems that can be solved by collecting data: cross loss from disease, poor crop... [START WATCHING](https://www.waybeyond.io/resources/production-problems-solved-by-collecting-the-right-data?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/article%20600x360-14.png) * TOMATO * ARTICLE * YIELD PREDICTION ###### [Rethinking the singular focus on high accuracy in tomato yield prediction](https://www.waybeyond.io/resources/rethinking-the-singular-focus-on-high-accuracy-in-tomato-yield-prediction?hsLang=en) WayBeyond's study unveils factors behind yield swings and proposes an alternative to improve yield... [START READING](https://www.waybeyond.io/resources/rethinking-the-singular-focus-on-high-accuracy-in-tomato-yield-prediction?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/webinar%20600x360-4.png) * WEBINAR * CROP MANAGEMENT ###### [Uncovering warning signs of fungal disease in your growing environment](https://www.waybeyond.io/resources/uncovering-fungal-disease-botrytis-in-crops?hsLang=en) Discover the true cost of a fungal disease outbreak in crops, how to respond and the financial... [START WATCHING](https://www.waybeyond.io/resources/uncovering-fungal-disease-botrytis-in-crops?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/article%20600x360-9.png) * ARTICLE * CROP MANAGEMENT ###### [Forging a technology pathway into Mexico](https://www.waybeyond.io/resources/forging-a-technology-pathway-into-mexico?hsLang=en) With protected agriculture on the rise, Mexico is ripe for the next wave of tech innovation. [START READING](https://www.waybeyond.io/resources/forging-a-technology-pathway-into-mexico?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/webinar%20600x360-5.png) * WEBINAR * CROP MANAGEMENT ###### [Combating harmful crop pests without spraying more chemicals](https://www.waybeyond.io/resources/combating-harmful-crop-pests-with-ipm?hsLang=en) Get insights on Integrated Pest Management planning for effectively managing infestations. [START WATCHING](https://www.waybeyond.io/resources/combating-harmful-crop-pests-with-ipm?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/article%20600x360-2.png) * ARTICLE * YIELD PREDICTION ###### [Applying AI to Controlled Environment Agriculture](https://www.waybeyond.io/resources/applying-ai-to-cea-controlled-environment-agriculture?hsLang=en) Learn the challenges and potential of AI and machine learning in agriculture for sustainable crop... [START READING](https://www.waybeyond.io/resources/applying-ai-to-cea-controlled-environment-agriculture?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/event%20600x360-4.png) * ARTICLE * WAYBEYOND LIFE ###### [Fruit Logistica 2023 round up](https://www.waybeyond.io/resources/fruit-logistica-berlin-2023-round-up?hsLang=en) Read the round up of Berlin Fruit Logistica 2023 from the WayBeyond team on the ground. [START READING](https://www.waybeyond.io/resources/fruit-logistica-berlin-2023-round-up?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/webinar%20600x360-6.png) * WEBINAR * CROP MANAGEMENT ###### [How to manage plant stress and improve crop performance](https://www.waybeyond.io/resources/how-to-manage-plant-stress-and-improve-crop-performance-with-vpd?hsLang=en) Learn how to manage plant stress and improve crop performance with Vapour Pressure Deficit. [START WATCHING](https://www.waybeyond.io/resources/how-to-manage-plant-stress-and-improve-crop-performance-with-vpd?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/article%20600x360-8.png) * ARTICLE * CROP MANAGEMENT ###### [How implementing digital agronomy elevated African Blue’s blueberry production](https://www.waybeyond.io/resources/implementing-digital-agronomy-for-blueberry-growers-african-blue?hsLang=en) Harnessing FarmRoad enabled to monitor the status of their crops and the farm as a whole and... [START READING](https://www.waybeyond.io/resources/implementing-digital-agronomy-for-blueberry-growers-african-blue?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/article%20600x360-10.png) * ARTICLE * CROP MANAGEMENT * TOMATO ###### [Why crop registration is a vital part of your crop management](https://www.waybeyond.io/resources/why-crop-registration-is-a-vital-part-of-your-crop-management?hsLang=en) Why do growers use crop registration and how does it benefit crop management practices? [START READING](https://www.waybeyond.io/resources/why-crop-registration-is-a-vital-part-of-your-crop-management?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/podcast%20600x360.png) * PODCAST * DARRYN KEILLER ###### [Revolving door syndrome: Can we feed people without breaking the planet?](https://www.waybeyond.io/resources/revolving-door-syndrome-with-darryn-keiller?hsLang=en) Our food systems face uncertainty in the wake of Climate Change. Cyclone Gabrielle highlighted the... [LISTEN NOW](https://www.waybeyond.io/resources/revolving-door-syndrome-with-darryn-keiller?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/article%20600x360-13.png) * ARTICLE * CROP MANAGEMENT ###### [Sensor network delivers improved crop status visibility](https://www.waybeyond.io/resources/innovative-bluetooth-sensor-network-delivers-improved-crop-status-visibility?hsLang=en) Growers require frequent and detailed climate data and crop status visibility to get the best from... [START READING](https://www.waybeyond.io/resources/innovative-bluetooth-sensor-network-delivers-improved-crop-status-visibility?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/article%20600x360-12.png) * ARTICLE * CROP MANAGEMENT ###### [The problem with handheld moisture meters for plants](https://www.waybeyond.io/resources/the-problem-with-hand-held-moisture-meters-for-plants?hsLang=en) While the popularity of hand held moisture meters for plants shows no signs of abating, there are... [START READING](https://www.waybeyond.io/resources/the-problem-with-hand-held-moisture-meters-for-plants?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/hero%20content%20600x360-3.png) * CASE STUDY * CROP MANAGEMENT ###### [Season Farms manages plant heat stress to improve production](https://www.waybeyond.io/resources/high-temperatures-impact-berry-production?hsLang=en) The agronomist at Season Farms noticed a drop in production and turned to WayBeyond's digital... [START READING](https://www.waybeyond.io/resources/high-temperatures-impact-berry-production?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/webinar%20600x360-7.png) * CROP MANAGEMENT * WEBINAR ###### [Plant Disease and Sanitation](https://www.waybeyond.io/resources/plant-disease-and-sanitation?hsLang=en) Plant pathology is the study of plant diseases and how they interact with plants. In this in-depth... [START WATCHING](https://www.waybeyond.io/resources/plant-disease-and-sanitation?hsLang=en) ![](https://www.waybeyond.io/hubfs/Resource%20cards/article%20600x360-6.png) * ARTICLE * WAYBEYOND LIFE ###### [Breaking gender bias in the technology sector](https://www.waybeyond.io/resources/insights-on-breaking-gender-bias-in-tech-careers?hsLang=en) Lotte Bayly shares about her career journey, navigating gender bias, and her views on gender... 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