Traits | Years | PC1 | PC2 | PC3 | PC4 | PC5 | PC6 | PC7 | PC8 | PC9 |
---|---|---|---|---|---|---|---|---|---|---|
BL | 2017 | 0.18 | 0.42 | 0.02 | − 0.04 | − 0.12 | − 0.13 | 0.07 | − 0.01 | 0.12 |
2018 | 0.26 | 0.09 | 0.38 | 0.05 | 0.00 | − 0.15 | − 0.08 | 0.13 | 0.01 | |
AL | 2017 | 0.04 | 0.16 | 0.17 | − 0.23 | 0.47 | − 0.40 | 0.04 | − 0.1 | 0.48 |
2018 | 0.09 | 0.1 | 0.19 | − 0.1 | − 0.57 | 0.00 | − 0.04 | − 0.09 | − 0.11 | |
CL | 2017 | 0.11 | 0.28 | − 0.05 | 0.00 | − 0.4 | 0.00 | 0.13 | 0.16 | 0.37 |
2018 | 0.14 | 0.01 | 0.29 | 0.00 | 0.5 | − 0.05 | 0.01 | − 0.28 | 0.03 | |
BU | 2017 | 0.19 | 0.40 | 0.05 | 0.00 | −0.19 | − 0.13 | − 0.02 | − 0.13 | − 0.21 |
2018 | 0.22 | 0.18 | 0.43 | 0.05 | −0.05 | − 0.11 | 0.02 | 0.04 | 0.02 | |
AU | 2017 | 0.10 | 0.26 | 0.14 | −0.26 | 0.43 | −0.22 | − 0.02 | 0.06 | − 0.27 |
2018 | 0.06 | 0.13 | 0.15 | −0.13 | − 0.53 | 0.02 | − 0.06 | − 0.40 | 0.15 | |
CU | 2017 | 0.15 | 0.40 | 0.04 | −0.01 | − 0.22 | − 0.01 | 0.02 | 0.07 | − 0.42 |
2018 | 0.17 | 0.17 | 0.39 | 0.01 | 0.28 | −0.08 | 0.00 | −0.18 | − 0.06 | |
FS | 2017 | −0.07 | 0.02 | 0.05 | −0.05 | −0.11 | − 0.16 | −0.86 | 0.42 | 0.07 |
2018 | 0.32 | 0.09 | −0.29 | − 0.09 | 0.02 | − 0.12 | −0.05 | − 0.05 | 0.21 | |
FL | 2017 | 0.29 | −0.08 | 0.34 | 0.19 | 0.00 | −0.05 | 0.02 | 0.09 | 0.02 |
2018 | 0.37 | 0.06 | −0.19 | −0.06 | 0.03 | −0.04 | 0.12 | −0.08 | −0.01 | |
M | 2017 | 0.14 | −0.02 | −0.51 | − 0.25 | −0.02 | − 0.07 | 0.11 | 0.36 | 0.13 |
2018 | 0.00 | −0.31 | 0.19 | −0.02 | 0.03 | 0.24 | −0.54 | 0.11 | 0.50 | |
UP | 2017 | 0.31 | −0.08 | 0.18 | 0.19 | 0.12 | 0.03 | 0.06 | 0.16 | −0.02 |
2018 | 0.34 | −0.10 | −0.10 | − 0.12 | 0.00 | 0.04 | −0.17 | 0.06 | 0.17 | |
FE | 2017 | 0.24 | −0.07 | −0.01 | 0.15 | 0.05 | 0.07 | 0.27 | 0.54 | 0.19 |
2018 | 0.35 | −0.07 | −0.16 | −0.12 | 0.01 | 0.06 | −0.03 | 0.01 | 0.31 | |
SCI | 2017 | 0.19 | −0.07 | 0.47 | 0.3 | −0.05 | 0.09 | −0.07 | −0.02 | 0.12 |
2018 | 0.35 | 0.13 | −0.27 | −0.12 | 0.01 | −0.17 | 0.19 | −0.02 | − 0.03 | |
FD | 2017 | 0.23 | 0.17 | −0.23 | 0.06 | 0.34 | 0.41 | −0.18 | −0.07 | 0.00 |
2018 | 0.08 | 0.31 | 0.01 | 0.37 | 0.00 | 0.433 | 0.19 | 0.15 | 0.20 | |
PH | 2017 | 0.21 | 0.08 | −0.16 | 0.12 | −0.15 | 0.02 | −0.23 | −0.48 | 0.40 |
2018 | 0.16 | −0.17 | 0.18 | −0.14 | −0.11 | − 0.16 | 0.14 | 0.75 | −0.11 | |
BW | 2017 | 0.29 | −0.21 | 0.04 | −0.39 | −0.17 | 0.07 | −0.02 | − 0.14 | 0.00 |
2018 | −0.04 | −0.08 | − 0.07 | 0.54 | − 0.10 | −0.52 | − 0.03 | 0.00 | 0.22 | |
GP | 2017 | 0.26 | 0.14 | −0.11 | −0.02 | 0.27 | 0.50 | −0.16 | 0.01 | −0.02 |
2018 | 0.09 | 0.36 | −0.06 | 0.37 | −0.05 | 0.36 | 0.04 | 0.16 | 0.05 | |
LP | 2017 | 0.27 | −0.19 | −0.25 | 0.24 | 0.06 | −0.36 | −0.05 | − 0.06 | −0.18 |
2018 | 0.22 | −0.42 | 0.06 | 0.08 | −0.05 | 0.3 | 0.17 | −0.13 | −0.23 | |
LI | 2017 | 0.32 | −0.26 | −0.03 | − 0.14 | −0.04 | − 0.18 | −0.05 | − 0.03 | −0.15 |
2018 | 0.29 | −0.23 | −0.03 | 0.20 | −0.02 | 0.23 | −0.27 | − 0.07 | −0.5 | |
FWPB | 2017 | 0.34 | −0.24 | −0.12 | − 0.10 | −0.09 | − 0.15 | −0.03 | − 0.15 | −0.06 |
2018 | 0.13 | −0.37 | −0.01 | 0.48 | −0.11 | − 0.18 | 0.10 | − 0.12 | 0.04 | |
SI | 2017 | 0.06 | −0.11 | 0.33 | −0.59 | −0.15 | 0.27 | 0.01 | 0.02 | 0.02 |
2018 | 0.06 | 0.32 | −0.16 | 0.13 | 0.03 | −0.16 | −0.65 | 0.10 | −0.32 | |
Eigenvalue | 2017 | 5.42 | 3.07 | 1.78 | 1.55 | 1.36 | 1.23 | 0.99 | 0.87 | 0.75 |
2018 | 4.61 | 2.9 | 2.55 | 1.69 | 1.66 | 1.33 | 0.98 | 0.79 | 0.71 | |
Proportion | 2017 | 0.27 | 0.15 | 0.08 | 0.07 | 0.06 | 0.06 | 0.05 | 0.04 | 0.03 |
2018 | 0.23 | 0.14 | 0.12 | 0.08 | 0.08 | 0.06 | 0.04 | 0.04 | 0.03 | |
cumulative | 2017 | 0.27 | 0.42 | 0.51 | 0.59 | 0.66 | 0.72 | 0.77 | 0.81 | 0.86 |
2018 | 0.23 | 0.37 | 0.50 | 0.58 | 0.67 | 0.73 | 0.78 | 0.82 | 0.86 |