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Sustainable Artificial Intelligence Solutions for Agricultural Efficiency and Carbon Footprint Reduction in India

Simran Ahuja, Pooja Mehra

2023Sustainable development10 citationsDOIOpen Access PDF

Abstract

By boosting productivity, cutting waste, and raising yields, Artificial Intelligence (AI) has the potential to revolutionise Indian agriculture. It is crucial to consider the complete life cycle of AI systems to reduce the carbon footprint of AI in agriculture. Though the impact of artificial intelligence (AI) is always assumed to be positive in reducing carbon emissions, the forecasting analysis based on the exponential smoothing model and life cycle assessment (LCA) predicts that AI will decrease carbon emission in agriculture by 2030. To move forward, some policy recommendations include promoting energy-efficient AI hardware, adoption of renewable energy, optimizing AI algorithms for energy efficiency, supporting precision agriculture (PA), and embracing circular economy practices. The way to achieve sustainable agriculture with the combination of smart agriculture is through Precision farming, which has the potential to transform Indian agriculture, enhance food security and help farmers adapt to climate change while increasing efficiency. Data-driven decision in crop management can lessen climate change effects and reduce vulnerability to extreme weather events. Overall, lowering the carbon footprint of AI in agriculture would necessitate a combination of legislative initiatives that support energy-saving technologies, renewable energy, and environmentally friendly farming methods.

Topics & Concepts

AgricultureCarbon footprintEfficient energy useRenewable energySustainable agricultureLife-cycle assessmentEnvironmental economicsAgricultural engineeringNatural resource economicsEnvironmental scienceEngineeringGreenhouse gasEconomicsGeographyProduction (economics)MacroeconomicsEcologyBiologyElectrical engineeringArchaeologySolar Radiation and PhotovoltaicsAgriculture Sustainability and Environmental ImpactGreenhouse Technology and Climate Control