Hybrid model improves maize yield estimates in controlled phosphorus experiments
A controlled-experiment study found that hybrid support vector regression with grey wolf optimization most accurately estimated maize grain yield under ...
Tag: machine learning in agriculture
AI Ensemble Learns to Predict Rice Yields With Stunning Accuracy
Researchers at the University of Gondar report that a voting ensemble of tree-based machine learning models combined with permutation-based feature ...
Robots Learn to Grab Any Fruit With 99 Percent Accuracy in Cluttered Scenes
Researchers developed lightweight neural networks and a new RGB-D dataset that let robots detect accurate grasps for fruits of varying ...
Enhanced AI Vision System Teaches Greenhouse Robots to Actually Pick the Fruit
A new RGB-D perception-to-action framework called E-YOLOv11-RGBD raised robotic greenhouse harvesting success from 51.7 to 92.5 percent by converting AI ...
Deep Learning Learns to Tell Rice Varieties Apart, One Grain at a Time
Researchers in Türkiye combined transfer learning with MobileNetV2, Xception, and classical classifiers to classify five rice varieties with up to ...
Satellites and Machine Learning Reveal Hidden Water Use Patterns in California Farms
A new PLOS Water study combines Sentinel-2 satellite data, OpenET evapotranspiration estimates, and unsupervised machine learning to reveal 13 distinct ...
Machine Learning Reveals How Organic Fertilizer Ratios Shape Blueberry Fruit Quality Through Soil
An interpretable machine learning framework shows that high-dose organic fertilization, especially pig manure, improves blueberry fruit quality through rhizosphere pH ...
Tractor GPS Alone Predicts Silage Bale Yields in Real Time
A five-season study shows that GNSS distance data from ordinary baling machinery can predict how many bales remain in a ...
Machine Learning Designs Microbial Communities That Boost Tomato Growth and Heat Tolerance
Kyoto University researchers used machine learning to design a six-bacterium microbial community that significantly boosted tomato growth and high-temperature tolerance ...
Cheap Soil Sensors Meet Machine Learning to Read Nutrients in Real Time
Researchers in India have shown that a low-cost electrochemical soil sensor combined with a soil-aware XGBoost calibration model can estimate ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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