AI Counts Wheat Seedlings From Drone Images Using Only Dot Annotations
A new point-supervised deep learning model counts wheat seedlings in drone images using only dot annotations while also mapping their ...
Tag: remote sensing in agriculture
Counting Tobacco Plants From Row Lines: A Low-Cost Annotation Method for UAV Field Surveys
Researchers in Yunnan Province, China, have developed a low-cost method that counts tobacco plants from UAV imagery by tracing row ...
Fused UAV data improve winter wheat biomass estimates in two-season field study
A two-season Chinese field study found that fused UAV spectral, texture, LiDAR and temporal features with random forest produced the ...
Satellites Track Wheat Growth Stages in Saudi Arabia’s Desert Farmland
Researchers showed that simple curve-based rules applied to freely available Sentinel-2 and Sentinel-1 satellite data can accurately retrieve five key ...
Satellites Now Track Hidden Plastic Mulch Across California’s Farm Fields
A new spectral classification of Sentinel-2 imagery maps dark and bright plastic mulch across a California agricultural hotspot with 98 ...
AI Trick Turns 76 Soil Samples Into a Powerful Carbon-Mapping Tool
A systematic 264-experiment study in China found that a Wasserstein GAN augmenting just 76 soil samples improved drone-based soil organic ...
Satellites Can Predict Apple Harvests, But Only Under One Strict Condition
An eight-year satellite study of an Azerbaijani apple orchard shows NDVI can reliably predict yields only for individual plots of ...
AI and Smart Sensors Are Rewriting the Rules of Crop Pest Detection
A new review synthesises how artificial intelligence, deep learning, and Internet of Things architectures are transforming automated crop pest detection ...
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 Transforms Global Pest and Invasive Plant Management from Detection to Action
A comprehensive review shows that artificial intelligence, from hyperspectral sensing and climate-driven forecasting to autonomous drones and ground robots, is ...
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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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