Precision Agriculture Data Pipeline overview

Manages the ingestion and processing of precision agriculture sensor data -- collecting soil-moisture, nutrient-level, and weather-station readings from field IoT networks, integrating satellite and drone multispectral imagery for vegetation-index computation (NDVI, EVI), running data-quality validation against sensor calibration baselines, and feeding processed datasets into variable-rate application maps for fertilizer, irrigation, and pest-management systems. Produces georeferenced field-health dashboards, sensor anomaly reports, and prescription maps. Excludes agronomic decision-making.