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Beginnt 4 June 2026 04:58

Endet 4 June 2026

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Precision Agriculture

Master precision agriculture technologies including GPS, GIS, remote sensing, and AI to optimize crop inputs, maximize yields, and enhance farm productivity through data-driven decisions.
NPTEL via Swayam

NPTEL

144 Kurse


8 weeks

Optionales Upgrade verfügbar

Mittelstufe

Lernen Sie in Ihrem eigenen Tempo

Free Online Course

Optionales Upgrade verfügbar

Übersicht

ABOUT THE COURSE:

Precision agriculture stands for the technology which supports the application of precise and exact amount of inputs like fertilizer, water, pesticides etc. to the actual place of crop requirement, at the correct time ensuring better crop productivity and maximizing crop yield and profits. The supporting technologies, such as GIS, GPS, Remote Sensing, Site specific management zones, VRT, Green seeker, Yield monitor, Drone, Sensors and WSN etc. enables proper adoption of precision agriculture.

Though the rate of adoption of precision agriculture technology is somewhat slow in developing countries, but they are catching up now-a-days. The course will cover major technologies involved in precision agriculture in terms of tutorials, practical worksheets, field images and videos.

Students and professional completing the course will be able to spread as well as enrich the technology through their research and extension activities.INTENDED AUDIENCE:

Student in the Discipline of Agricultural Engineering, Civil Engineering, Geo-InformaticsINDUSTRY SUPPORT:

Inside FPV, AVPLAbsolute, AgNext, DaHaat, CropIn, AgroStar etc.

Lehrplan

  • Introduction to Precision Agriculture
  • Definition and Overview
    Importance and Benefits
    Challenges in Adoption
  • Geospatial Technologies in Precision Agriculture
  • GIS (Geographic Information Systems)
    GPS (Global Positioning System)
    Remote Sensing
    Creating and Managing Site-Specific Management Zones
  • Variable Rate Technology (VRT)
  • Overview and Applications
    Equipment and Machinery
    Case Studies on VRT Implementation
  • Crop Monitoring and Yield Prediction
  • Use of Yield Monitors
    Green Seeker Technology
    Data Collection and Analysis
  • Sensor Technologies and Wireless Sensor Networks (WSN)
  • Types of Sensors: Soil, Water, and Crop
    Integration with IoT
    Data Management and Decision Support Systems
  • Drones and Aerial Imagery
  • Types of Drones and Their Uses
    Image Processing and Analysis
    Regulatory Considerations
  • Irrigation and Water Management
  • Precision Irrigation Techniques
    Monitoring Soil Moisture Levels
    Water Use Efficiency
  • Pest and Disease Management
  • Precision Application of Pesticides
    Use of AI for Pest Detection
    Case Studies and Best Practices
  • Economic and Environmental Impact
  • Cost-Benefit Analysis
    Environmental Sustainability
    Adoption Rates and Trends in Developing Countries
  • Practical Applications and Case Studies
  • Industry Collaborations and Projects
    Field Images and Videos
    Workshops and Practical Worksheets
  • Future Trends in Precision Agriculture
  • Emerging Technologies
    Research and Development Opportunities
    Industry Support and Collaborations
  • Course Conclusion and Future Learning Opportunities
  • Summary of Key Concepts
    Pathways for Further Education and Career Development

Unterrichtet von

Prof. Kishore Chandra Swain


Fachgebiete

Artificial Intelligence