Modeling soil pH dynamics with distinct buffering mechanisms: insights from two purple soils

Soil pH dynamics were modeled in two purple soils with distinct buffering mechanisms. Soil background pH was the primary factor affecting soil pH changes. Machine learning models were superior for neutral soil. The Very Simple Dynamic Model Plus (VSD+) performed excellently for acidic soil. Random forest modeling gave the best accuracy of four machine learning models tested.