Can machine learning predict fruit quality before harvest? 🍏🤖
Turns out—it can. A study on ‘Braeburn’ apples found that a machine learning model using multivariate time series data could predict core browning and firmness before storage. This kind of insight could help optimize storage conditions and reduce post-harvest losses.
That’s just one of the great studies we found in this month’s 'In The Field' research round-up, where we explore:
🔬 The best LED light spectrum for boosting lettuce growth
🔬 How high hydrostatic pressure enhances bioactive compounds in fruit
🔬 Carbonic anhydrase’s surprising role in tree adaptation
🔬 The impact of fertilizer and density on grapefruit root microbiomes
Check out the full research breakdown here: https://ow.ly/8HKl50V6ghp
And if you’ve used CID Bio-Science or Felix Instruments tools in your research, we’d love to feature your work next month! Leave a comment.
#PlantScience #AgTech #FoodInnovation #Research #Horticulture #Sustainability
Canopy cover plays a bigger role in climate resilience than we thought! 🌎
A 2024 study highlights how tree quality—leaf area index (LAI), transpiration rates, and drought response strategies—is just as critical as canopy size in mitigating urban heat. 🌡️
💡 Key takeaways:
✅ Cities worldwide are aiming for 30% canopy cover to combat rising temperatures.
✅ Not all trees cool equally—species with high LAI and strategic water use provide stronger benefits.
✅ Research suggests a global need to optimize urban tree selection for maximum cooling efficiency.
With urban heatwaves on the rise, should cities prioritize tree quantity or quality? 🤔
Read the full article here: https://ow.ly/hUmA50V4qFC
#UrbanForestry #ClimateResilience #SustainableCities #EnvironmentalResearch
🌱 Wednesday Research Review: Can Changing How You Plant Transform Your Yield?
Did you know that how you manage your soil could be the key to better fruit quality, higher yields, and stronger plants—especially in drought conditions? A recent study on Tahiti acid lime revealed that no-tillage (NT) with mulching significantly outperforms conventional tillage (CT) in almost every way.
🔬 What They Found:
◾️ 40% higher root development in NT vs. CT, leading to stronger trees.
◾️ Increased water retention, reducing stress on the plants.
◾️ Higher fruit yield over three harvests, with better juice content and faster ripening.
◾️ Drought-tolerant rootstocks (IAC 3152 Itajobi) performed best, making trees more resilient.
🛠 How They Discovered This:
Using the CI-600 root scanner, researchers tracked real-time root growth over multiple seasons. The data showed NT trees developed deeper, healthier root systems, improving their ability to absorb water and nutrients.
💡 What This Means for You:
Whether you're in farming, agribusiness, or crop research, these insights can shape better decisions:
✅ Growers → Improve soil health and water efficiency with NT & mulching.
✅ Agronomists → Recommend rootstocks like IAC 3152 Itajobi for better drought resistance.
✅ Food Industry & Supply Chain → Support sustainably grown citrus for better quality fruit.
Full study here:
https://ow.ly/kHTu50UZQBb
📢 What do you think—are we underestimating the power of soil management? Drop your thoughts below, and don’t forget to check back next Wednesday for another #WednesdayResearchReview! 👇
Have you heard about the new Grape Quality Meter from Felix Instruments?
The F-751 Grape Quality Meter helps you assess grape quality without damaging your fruit—and we’re showing you how in a live webinar!
📅 When: February 18th at 9 AM PST
🎙 Hosted by: Galen George, Director of Applied Science at Felix Instruments
What you’ll get:
✅ Easier, non-destructive quality control
✅ More precise harvest decisions
✅ Better calibration for consistent results
✅ Live Q&A—ask anything!
This is worth your time if you grow, sell, or process grapes.
📩 Save your spot: https://tinyurl.com/4zh4c9fh
#GrapeQuality #PrecisionAg #HarvestPlanning
🌞 Harnessing Photosynthesis for Renewable Energy 🌱
What if we could turn sunlight and CO₂ into clean, sustainable fuel? That’s exactly what microalgae and artificial photosynthesis aim to do!
🔹 Microalgae biofuels offer a high-yield, eco-friendly alternative to fossil fuels, with species like Botryococcus braunii producing up to 80% oil content
🔹 Artificial photosynthesis (APS) mimics nature, using semiconductors to capture sunlight and generate hydrocarbons & hydrogen, paving the way for carbon-negative energy solutions.
🚀 While scalability remains a challenge, ongoing research in genetic engineering, optimized catalysts, and hybrid systems is accelerating progress.
Could these technologies redefine our energy future? Let’s discuss! ⚡🌍 #Sustainability #CleanEnergy #Biotechnology
Minirhizotron imaging is changing how we track nematode damage in crops—detecting root infections before visible symptoms appear.
Learn how this non-destructive method is helping to improve root health and crop resilience. Read more: https://tinyurl.com/ytyrv6d2
#RootHealth #Nematodes #AgTech
🌱 Soil Compaction Costs Up to 70% in Yield Loss—Can Root Science Change That?
New research shows plants sense soil compaction through ethylene diffusion, altering root growth, branching, and water uptake. This discovery shifts our understanding—mechanical resistance isn’t the only factor limiting root expansion.
📌 Key findings:
✔ Ethylene accumulation in compacted soils signals roots to thicken and slow growth
✔ Root tip shape impacts penetration—sharper tips push through better
✔ Mucilage secretion helps reduce soil friction, aiding root expansion
✔ Targeting ethylene response could breed crops better suited to compacted soils
With climate change intensifying soil stress, leveraging root adaptations could be key to sustainable yield improvements.
🔬 Read more here: https://tinyurl.com/h778rz95
#PlantScience #AgricultureInnovation #RootBiology #CropResilience #SustainableFarming
Optimize your tomato research with the CI-710s SpectraVue! 🌱🍅
By analyzing light absorption, reflectance, and transmission, the CI-710s provides real-time data to better understand your tomato plants' health, photosynthetic efficiency, and overall growth.
Whether you're fine-tuning light conditions in a greenhouse or studying field-grown crops, the CI-710s empowers you to make data-driven decisions. 📊✨
#PlantScience #TomatoResearch #PrecisionAgriculture
Could This Packaging Method Keep Berries Fresher and Longer?
This month’s In the Field has essential reads for agricultural pros and researchers:
1️⃣ Wheat in dry conditions: Explore how deep-root growth in amended soil boosts yield and resilience. 🌾
2️⃣ Berry preservation: See how modified atmosphere packaging extends freshness for Rubus berries. 🍓
3️⃣ Fertilizer evolution: Discover the impact of switching from urea to nano-urea for rice-wheat systems. 🌾
4️⃣ Food nanofabrics: Learn about eco-friendly packaging made from natural polypeptides and polyphenols. 🧃
5️⃣ Tomato care in heat: Optimize greenhouse micro-spray patterns for hotter climates. 🍅
📩 Got research with CID or Felix tools? Let us feature your study next month!
Dive into this edition: https://tinyurl.com/25rmyevc
💡 Leaf size matters!
In hot and dry climates, plants with smaller leaves transpire faster to stay cool and maintain nutrient uptake, which is crucial for survival under intense conditions. Similarly, in cold, dry regions with high radiation, smaller leaves also excel in supporting hydraulic movements and carbon fixation.
🌿 Why it’s important: Transpiration influences water use efficiency, nutrient availability, and plant growth. As climate conditions fluctuate, understanding how leaf area impacts transpiration becomes critical for researchers and agricultural professionals.
🌎 Let’s explore how leaf traits shape plant ecology and resilience.
🔗 Dive into the full article: https://ow.ly/R43G50UKlw0
Did you know the secret to doubling wheat yields could be hidden beneath our feet?
This week’s research spotlight dives into a new study tackling a pressing issue for agriculture: improving crop performance in water-limited, compacted, and acidic soils. It involves optimizing root systems in ways you’ve probably never considered!
Researchers found that addressing two typical soil constraints—subsoil acidity and compaction—drastically improved root growth, water and nutrient uptake, and wheat yields. By incorporating lime and loosening the soil to 45 cm depths, they achieved:
🌾 A 75% increase in root density at deeper soil levels.
💧 More efficient water use, even under low rainfall conditions.
📈 Wheat yields more than doubled, from 1.33 t/ha in untreated soil to 3.57 t/ha in treated plots.
How did they uncover this?
Using the CI-600 root scanner, researchers captured non-destructive, high-resolution images of root growth over the season. This technology revealed that deeper and healthier root systems, supported by the right soil management practices, can tap into hidden reserves of water and nutrients.
Why should this matter to you?
Whether you’re managing fields, advising farmers, or innovating in agtech, these findings highlight actionable strategies:
◾️ Tackle multiple soil constraints simultaneously for more significant gains.
◾️ Prioritize root health—it’s the foundation of crop resilience and yield.
◾️ Use data-driven insights and modern tools like the CI-600 to guide sustainable practices.
✨ What could deeper roots mean for your operations? Let’s discuss below! Share your thoughts and tune in next week for more insights you can apply to your role in the agriculture industry.
👉 Follow #WednesdayResearchReview to stay ahead in ag science and innovation!
🚜 Ever wonder why grafted fruit trees behave differently depending on their rootstock? It’s not just about genetics – the hidden factor is hydraulic conductance.
Rootstocks don’t just anchor plants; they regulate water availability, affecting scion growth, drought tolerance, and yield efficiency. For example:
🔸 Vigorous rootstocks = more water, more growth.
🔸 Dwarfing rootstocks = limited water, focused yield.
This balance of water flow, called Graft Hydraulic Balance, shapes how plants respond to drought, signaling when to grow or conserve energy.
Understanding and selecting the right rootstock could revolutionize crop management and improve water efficiency in fruit production!
#Agriculture #Horticulture #PlantGrowth #DroughtResistance