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AI in Agriculture
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== <span style="color: #FFFFFF;">Remembering</span> == * '''Precision agriculture''' β Using data, sensors, and AI to optimize farming decisions at fine spatial and temporal resolution. * '''NDVI (Normalized Difference Vegetation Index)''' β A satellite/drone derived index measuring vegetation health from near-infrared and red reflectance. * '''Remote sensing''' β Using satellite or aerial sensors to monitor crop health, soil moisture, and land use. * '''Crop disease detection''' β Using computer vision to identify plant diseases from leaf images. * '''Yield prediction''' β Forecasting the harvest volume of a crop before harvest using ML on weather, soil, and satellite data. * '''Irrigation scheduling''' β Using AI to determine optimal irrigation timing and volume to maximize water efficiency. * '''Soil moisture sensors''' β Ground sensors measuring soil water content; input to precision irrigation AI. * '''Variable rate application''' β Applying different amounts of inputs (fertilizer, pesticide, water) to different zones based on AI recommendations. * '''Digital twin (agriculture)''' β A computational model of a farm that simulates crop growth and response to interventions. * '''Crop phenotyping''' β Measuring plant traits (height, leaf area, fruit size) at scale using computer vision. * '''Livestock monitoring''' β Using computer vision and wearable sensors to monitor animal health, behavior, and productivity. * '''AgriTech''' β Technology companies applying AI and data science to agricultural challenges. * '''Food loss and waste''' β Post-harvest losses (spoilage, quality rejection) reduced by AI quality inspection systems. * '''Climate-smart agriculture''' β Farming practices that reduce emissions, increase resilience to climate change, and improve food security. </div> <div style="background-color: #006400; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">
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