Enhancing soil particle content prediction accuracy: advanced hyperspectral analysis and machine learning models

Compared to the traditional ELM, BP and SSA-BP models, the Sine-SSA-BP model significantly excelled in predicting soil particle content, offering innovative insights and robust support for soil texture classification and management.