WxCrop agent predicts crop loss from weather hazards
Florida tests cover hurricanes, freezes and dry heat, with insurance-calibrated loss models and three reliability checks.
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8 stories, newest first · one card per story
Stories tagged #agriculture
Paper models social cost of shared fertilizer-recommendation models
Under a 10% regret cap, diversification lowered modeled social loss by 10.89–41.53% in five Moroccan cereal systems.
Electric Plant raises $11.2M seed for plant-signal model Bombadil
Founders say cloud interpretation of stem signals covers about 125 species and can cut water use by 20% or more.
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Detection of Potato Plant Leaf Diseases using Convolutional Neural Networks
A 1.7 MB CNN classifies potato leaf blight, reaching 98.66% on PlantVillage and 90.28% in Ethiopian fields.
Technical Report on the Turba Fertilizer Machine Learning Stack in Morocco
Turba’s open-source stack packages reproducible site-specific fertilizer recommendation models for Moroccan cereals.
Cropland PAtteRNS: Parallel Dimensional Attention Networks and Attention to Dataset Disparity for Crop Segmentation in Satellite Imagery Time Series Data
PAtteRNS factorizes temporal, spectral, and spatial attention for Sentinel-2 cropland segmentation.
Multi-Task Learning for Sparsely-Labeled Time Series: A Case Study on Cold-Hardiness Modeling
Multi-task RNN architectures pooling sparse cultivar data improve grape cold-hardiness and budbreak prediction over single-task and scientific baselines.
Lightweight Vision Transformer Compression for On-Device Plant Disease Detection in Resource-Constrained Agricultural Field Conditions
A unified ViT compression pipeline (H-BAC pruning, quantization, distillation) cuts plant-disease models 54.5x to 6.01 MB while keeping 95.13% accuracy.