AI pipeline sharpens detection of yellow rust on wheat leaves
A new deep learning pipeline raises yellow rust classification accuracy on wheat leaves from 78 to 87 percent on the ...
Tag: precision agriculture
Deep learning model detects drought and salt stress in crops with 96.8% accuracy
A new deep learning model called MSAF-Net detects drought and salinity stress in crops with 96.82% accuracy and outperforms existing ...
Transformers Outperform CNNs at Spotting Diseased Cotton Leaves in Pakistani Field Study
A new study from Bahawalpur, Pakistan, finds that transformer models, led by the Swin Transformer, classify cotton leaf diseases more ...
Biodegradable Microneedle Sensor Tracks Plant Glucose in Real Time and Sniffs Out Toxic Ammonia Leaks in Tanneries
A biodegradable microneedle patch made of polyvinyl alcohol, polyaniline and phytic acid monitors glucose in living plant leaves for 14 ...
Solar-powered farm robot digs, sows, waters and cuts crops under remote IoT control
Engineers in Pakistan have built and field-tested a solar-powered, IoT-connected agricultural robot that digs, sows, irrigates and cuts crops, achieving ...
Hybrid AI Model Blends Local and Global Vision to Spot Plant Disease
A hybrid vision transformer framework called ViT-LGFNet combines convolutional local texture extraction with global self-attention, reaching 95.15% mean validation accuracy ...
CFD and field trials pinpoint optimal biogas slurry mixing and irrigation for Chinese yam
A combined simulation and field study identified a stepwise pipeline mixing design and a 75% slurry concentration with 75% field ...
Research report: Forecast-based virtual sensing and early-warning decision support for canopy-level thermal risk monitoring in tomato greenhouses
Machine-learning forecasts of air and leaf temperature in a commercial tomato greenhouse detected below-setpoint thermal events with average warning lead ...
AI and IoT Transform Poultry Farming with Predictive Microclimate Control
A systematic review of IoT and AI-enabled microclimate regulation in poultry farming demonstrates that predictive climate management can achieve thermal ...
Lightweight AI model detects tea pests and diseases with high accuracy
A lightweight YOLOv8n-based model reached 0.980 mAP@0.5 for seven tea pest and disease classes while substantially reducing model size and ...
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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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