Drone Data Reveals the Critical Wheat Growth Window That Predicts Yield
A multi-year Texas study combining drone imaging, machine learning, and explainable AI shows that wheat yield is best predicted from ...
Tag: vegetation indices
Satellite Records and Statistical Models Predict a Greening Future for India’s Mangroves
A new SARIMA-based forecasting framework using two decades of MODIS satellite data projects that India's mangrove vegetation will continue a ...
AI Turns Cheap RGB Drone Photos Into Multispectral Crop Scans
A new deep learning framework reconstructs invisible Red Edge and near-infrared bands from ordinary RGB drone imagery, bringing multispectral crop ...
Satellites and Machine Learning Fall Short at Reading Peanut Photosynthesis From Space
A three-year Georgia field study found that machine learning models fed PlanetScope satellite vegetation indices could not reliably predict peanut ...
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 ...
Drones and Attention-Powered AI Count Every Wheat Tiller From the Sky
Researchers in South Dakota combined drone multispectral imagery with an attention-enhanced deep learning model to estimate wheat tiller density with ...
Tiny Satellites Now Track Autumn Leaf Change Tree by Tree
A three-year study in a Japanese forest shows that 3-meter-resolution PlanetScope satellite imagery, validated against drone and ground observations, can ...
When Satellites Look Matters: Phenology Drives Sugarcane Yield Prediction in Brazil
A new study in the Brazilian Cerrado shows that the phenological stage at which satellite images are captured can be ...
AI Learns to Read Potato Leaves to Transform Crop Monitoring
Researchers combined a CNN-LSTM deep learning network pre-trained on radiative transfer simulations with transfer learning to estimate potato leaf area ...
New satellite-based index tracks multiple grassland ecosystem services at once
Researchers in India have developed a single satellite-based index, GEMI, that simultaneously predicts nine grassland ecosystem services, outperforming traditional vegetation ...
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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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