Weather-driven groundnut price forecasting and profitability assessment of cropping patterns in Tamil Nadu using boosting algorithms.
2025Scientific reports
Muthuswamy K, Dolli S, Khandeparkar K, Gowda C, Narasimma Bharathi VP +5 more
Plain English
This research looked at how weather affects groundnut prices and profitability for farming in Tamil Nadu. By using advanced forecasting methods, researchers found that the best pricing predictions came from a model called HistGradientBoosting, which had a very low error rate. They found that combining weather data with crop patterns could significantly boost farmers' profits, with some areas achieving a benefit-cost ratio of 2.18 by growing high-value crops like onions alongside groundnuts.
Who this helps: This benefits farmers and agricultural planners in Tamil Nadu.