Drones and Satellite Imagery
Drones equipped with cameras and sensors provide aerial views of fields, helping in
crop monitoring, disease detection, and even pesticide application.
Satellite imagery can give large-scale overviews and track changes over time, helping in planning
and resource allocation
Robotics and Automation
Autonomous machines and robots can perform tasks such as planting, weeding, and
harvesting. These reduce labor costs and increase efficiency.
Artificial Intelligence (AI) and Machine Learning (ML)
AI and ML algorithms analyze data to provide insights on crop health, yield predictions, and
recommend best practices for irrigation, fertilization, and pest control.
GPS and GIS
GPS technology aids in precision farming by allowing for accurate mapping of fields
and guiding machinery for planting and harvesting
Geographic Information Systems (GIS) analyze spatial and geographic data to improve field
management