A 2025 study highlights how soil data combined with a sophisticated ensemble model (RFXG) refines crop recommendations. By integrating random forest and gradient boosting techniques, the research offers a practical use case for applying tech in agriculture. Consider reviewing the approach for actionable insights into improving farm productivity.