5 papers
Agri-SAGE: Simulation-Grounded Multi-Agent LLM for Context-Aware Agricultural Advisory Generation
Vedant Balasubramaniam, Geetha Charan, Manojkumar Patil +4
Agricultural advisory systems face a fundamental tension: static agronomic guidelines offer consistent, evidence-based recommendations, yet remain blind to in-season variability an…
Carbon Farming: An Expository, Inter-Disciplinary Survey
V. Priyanka, Geetha Charan, Rohit P. Suresh +10
Carbon farming is the collection of agricultural best practices specifically designed to maximize the capture and long-term storage of atmospheric carbon dioxide in soils and plant…
Quantifying Inter-Annual Seasonal Drift in Tomato Prices Using Dynamic Time Warping: Evidence from Kolar Market
Manojkumar Patil, Lalith Achoth, K. B. Vedamurthy +3
Tomato prices in Kolar market exhibit high volatility alongside recurring seasonal patterns, but the consistency of these patterns across years remains unclear. This study analysed…
Input-Output Price Parity and Farm Profitability: A Strategic Perspective for Karnataka
Vaishnavi, Lokesha, H. +3
Agricultural pricing policies are crucial for farm profitability and food security in India. This study analysed how input and output prices significantly influence the profitabili…
Unlocking AI's Potential in Agriculture: The Critical Role of Data
K. B. Vedamurthy, Manojkumar Patil, Vaishnavi +4
India generates substantial volumes of public agricultural data, yet artificial intelligence (AI) adoption in farming remains limited and largely confined to pilot initiatives. Thi…