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. 2024 Oct 20;24(20):6739. doi: 10.3390/s24206739

Table 6.

Univariate linear regression models of goji psyllids and goji gall mites with respect to disease index.

Types of Diseases and Pests Simulation Equation R2 Sig.
goji psyllids DI = 10.119 − 1264.591 × first-order derivative of R700 0.986 0.001
DI = 13.587 − 520.533 × SDb 0.967 0.003
DI = 8.264 + 1496.754 × SDg 0.827 0.016
goji gall mites DI = 5.732 − 474.858 × first-order derivative of R700 0.983 0.001
DI = 5.959 − 173.345 × SDb 0.98 0.001
DI = 6.072 − 155.721 × SDg 0.972 0.002

A higher R2 coefficient, closer to 1, indicates better model fit; a smaller standard error (Sig.) value indicates better regression performance. According to Table 5, the regression models using the first-order derivative of R700 as variables proved to be the best for both goji psyllids and goji gall mites.