๐ Topic 04 of 6 ยท Chapter 06 ยท AI & Robotics
AI in Agriculture โ Precision Farming
Precision farming, crop disease detection, yield prediction, drone spraying โ complete notes for UPSC & PSC exams.
๐พ AI Applications in Agriculture
- Precision Farming โ AI analyses soil data, weather, satellite imagery to optimise farming decisions (when to irrigate, how much fertilizer)
- Crop Disease Detection โ AI apps identify plant diseases from photos; farmers can get instant diagnosis
- Yield Prediction โ AI predicts crop yields using satellite data, weather forecasts, historical data
- Drone Spraying โ AI-guided drones for targeted pesticide/fertilizer application; reduces waste
- Soil Analysis โ AI analyses soil health data; recommends fertilizers
- Market Price Prediction โ AI predicts crop prices; helps farmers decide when to sell
- Irrigation Management โ AI-controlled drip irrigation; reduces water waste
๐พ Key AI Agriculture Initiatives in India
- Kisan AI โ government initiative for AI-based agricultural advisory to farmers
- Digital Agriculture Mission โ India’s framework for digital transformation of agriculture
- Microsoft AI Sowing App (Andhra Pradesh) โ AI recommends optimal sowing dates; increased yields by 30%
- IBM Watson Decision Platform โ weather and crop analytics for Indian farmers
- IFFCO Nano Urea โ AI-optimised nano-fertilizer; reduces urea consumption
โญ Key Facts:
โข Precision farming = AI + satellite + sensors = optimise farming decisions
โข Kisan AI = government initiative = AI advisory for farmers
โข Drone spraying = targeted pesticide = reduces waste = AI-guided
โข India = 140 million farming households = AI can transform agriculture
โข Digital Agriculture Mission = India’s framework for agri-tech
โข Precision farming = AI + satellite + sensors = optimise farming decisions
โข Kisan AI = government initiative = AI advisory for farmers
โข Drone spraying = targeted pesticide = reduces waste = AI-guided
โข India = 140 million farming households = AI can transform agriculture
โข Digital Agriculture Mission = India’s framework for agri-tech