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Machine Learning Algorithms for Predictive Soil Pathogen Risk Stratification

Agriculture Plant Pathology
Soil-Borne Pathogen Detection Technologies
Machine Learning Algorithms for Predictive Soil Pathogen Risk Stratification
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Agriculture Plant PathologySoil-Borne Pathogen Detection Technologies

Machine Learning Algorithms for Predictive Soil Pathogen Risk Stratification

This research integrates multispectral data, molecular diagnostics, and environmental variables into machine learning models for predictive pathogen risk assessment and disease forecasting. The scientific contribution develops evidence-based predictive frameworks enabling proactive disease management strategies and optimized fungicide application scheduling.

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