The AI-Enhanced Satellite & Sensor Integration

Combining satellite imagery with Inno sensors for advanced crop stress and nitrogen diagnostics

Project Details

  • Product : Integrated Satellite and Inno Sensor Mapping
  • Function : Monitoring nitrogen concentration and water stress
  • Tools Used : Sentinel-2, Inno Handheld, AI analytics
  • Available on : July 2024
  • Specs : 10m resolution, sensor-to-satellite fusion, NDRE/NDVI analytics
  • Client : AgrAInno Integrated Solutions

Integrated Satellite & Inno Sensor Mapping

AgrAInno’s integrated service platform combines high-resolution satellite data with ground-truth measurements from Inno Handheld sensors. This dual-source approach enables accurate detection of crop nitrogen levels and early identification of water stress zones—empowering smarter nutrient and irrigation management.

Our AI-driven fusion engine correlates reflectance data from Sentinel-2 imagery with leaf-level spectral data captured by Inno sensors. This allows for the generation of high-confidence maps and time-series insights across growth stages.

Features:

  • Seamless integration of UAV/sensor data and satellite imagery
  • NDVI/NDRE vegetation indices validated with in-field sensor data
  • Cloud-based processing with AI-enhanced pattern recognition
  • Scalable analytics from plot to regional scale

Benefits:

  • Improve fertilizer placement with precision
  • Detect water stress and adjust irrigation proactively
  • Bridge the gap between remote sensing and actionable agronomy
  • Enable large-scale monitoring without sacrificing accuracy

AgrAInno’s AI-Enhanced Satellite & Sensor Integration platform provides a powerful decision-support solution for sustainable, data-driven farming.