Species diversity is crucial in ecology, and researchers have studied various methods to evaluate it. They looked at Species Richness measurements, Species Abundance Models, and Non-parametric Index to understand distribution patterns and factors maintaining diversity. By comparing classical equations and models, they shed light on the ecological and mathematical significance of these methods.