Drones and Sensors Cut Water Use and Boost Quality in Tomatoes and Grapes
A new study in Plants, People, Planet shows that sensor-based irrigation and drone monitoring saved up to 15 percent of ...
Tag: precision agriculture
AI Reads Crop Photosynthesis Pixel by Pixel in Deep Learning Leap for Farming
A multi-task deep learning framework can estimate more than a dozen crop photosynthetic traits simultaneously from hyperspectral images with record ...
Hyperspectral Camera and AI Catch Strawberry Mildew Before It Shows
Researchers in Germany combined hyperspectral imaging with a compact 1D convolutional neural network to detect strawberry powdery mildew under real ...
Robot With Three Eyes Maps Maize Fields in Real Time, Cracking a Stubborn 3D Phenotyping Problem
A three-camera ground robot with a custom multi-RGBD SLAM framework now maps mature maize fields in real time, achieving 100 ...
Robot Learns to Read Pepper Clusters and Swallow Them Whole
Researchers have developed a Sichuan pepper picking robot that combines multi-task visual perception, PCA-based pose estimation, and a flexible swallowing ...
Cheap 3D Sensors Could Transform How Rice Disease Is Measured
A new study shows that a low-cost 3D multispectral sensor combined with machine learning can classify rice bacterial blight severity ...
AI Learns to Map Crops From Image Labels Alone, Five Times Faster
Researchers have unveiled a weakly supervised AI framework that segments crops, weeds and soil from image-level labels alone, achieving 76.04 ...
Drone AI Cuts Fertilizer Use by 22 Percent While Boosting Sugarcane Yields
A field-validated system combining drone multispectral imaging, explainable XGBoost AI, and edge-controlled variable-rate application cut nitrogen fertilizer use by 21.8 ...
Why Biostimulants Fail in the Field and How Science Plans to Fix Them
A new review explains why biostimulants that shine in the greenhouse so often fail in cereal fields and maps out ...
Shrinking AI for the Farm: Distilled Neural Networks Bring Soil Nutrient Classification to the Edge
Researchers compressed transformer-based tabular neural networks by up to 38-fold using knowledge distillation and deployed them on an NVIDIA Jetson ...
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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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