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