The LD Decay plot shows the relationship between LD Correlation Coefficient on the y-axis and the distance between marker pairs on the x-axis in order to understand the pattern of linkage disequilibrium (LD). Linkage disequilibrium generally declines exponentially as the distance between the markers increases.