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. 2023 Dec 3;13:21310. doi: 10.1038/s41598-023-48707-z

Table 3.

Results of the principal component analysis of the 19 bioclimatic variables extracted from the regions in South Korea that the red-tongued pit viper (Gloydius ussuriensis) inhabits.

Variable PC1 PC2 PC3
% Variance explained 47.25% 26.97% 17.83%
Eigenvalue 2.996 2.264 1.841
bio1 Annual temperature 0.291 0.080 0.241
bio2 Mean diurnal range −0.242 0.233 0.134
bio3 Isothermality − 0.144 0.333 0.110
bio4 Temperature seasonality 0.303 − 0.092 0.128
bio5 Maximum temperature of the warmest period 0.094 0.118 0.485
bio6 Minimum temperature of the coldest period 0.329 0.004 0.041
bio7 Temperature annual range 0.312 0.040 0.137
bio8 Mean temperature of the wettest quarter 0.168 0.051 0.454
bio9 Mean temperature of the driest quarter 0.320 0.074 0.058
bio10 Mean temperature of the warmest quarter 0.176 0.037 0.449
bio11 Mean temperature of the coldest quarter 0.319 0.080 0.094
bio12 Annual precipitation − 0.018 0.421 − 0.032
bio13 Precipitation of the wettest period − 0.227 0.282 0.074
bio14 Precipitation of the driest period 0.114 0.319 − 0.228
bio15 Precipitation seasonality 0.282 − 0.119 0.185
bio16 Precipitation of the wettest quarter − 0.144 0.370 0.039
bio17 Precipitation of the driest quarter 0.181 0.295 − 0.243
bio18 Precipitation of the warmest quarter − 0.187 0.334 0.076
bio19 Precipitation of the coldest quarter 0.186 0.286 − 0.247

The first four principal components (PCs) with eigenvalues larger than one are represented here. The percentages indicate the amount of variation explained by each PC, and the components that were loaded most highly for each parameter are in bold font.