Table 6 The PLSR results for ESVs and their influencing factors in the pilot area.
PLSR | Provisioning services | Regulating services | Supporting services | Cultural services | Total services | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Model explanatory power (R2Y) | 0.48 | 0.78 | 0.45 | 0.75 | 0.68 | ||||||
Cross effectiveness (Q2) | 0.14 | 0.66 | 0.12 | 0.61 | 0.51 | ||||||
Regression coefficient (RC) | Variable importance of projection (VIP) | RC | VIP | RC | VIP | RC | VIP | RC | VIP | RC | VIP |
EF-1 | 0.04 | 0.97 | 0.05 | 1.05 | 0.04 | 0.90 | 0.05 | 1.05 | 0.05 | 1.02 | |
EF-2 | 0.05 | 1.16 | 0.06 | 1.10 | 0.05 | 1.19 | 0.06 | 1.10 | 0.05 | 1.12 | |
EF-3 | 0.05 | 1.27 | 0.06 | 1.16 | 0.05 | 1.28 | 0.06 | 1.17 | 0.06 | 1.20 | |
EF-4 | 0.04 | 1.00 | 0.05 | 1.05 | 0.04 | 0.94 | 0.05 | 1.05 | 0.05 | 1.03 | |
EF-5 | 0.05 | 1.16 | 0.06 | 1.10 | 0.05 | 1.19 | 0.06 | 1.10 | 0.05 | 1.12 | |
EF-6 | 0.05 | 1.12 | 0.05 | 1.07 | 0.05 | 1.16 | 0.05 | 1.07 | 0.05 | 1.09 | |
EF-7 | 0.04 | 1.10 | 0.06 | 1.10 | 0.04 | 1.06 | 0.05 | 1.10 | 0.05 | 1.09 | |
EF-8 | 0.04 | 1.00 | 0.05 | 1.05 | 0.04 | 0.94 | 0.05 | 1.05 | 0.05 | 1.03 | |
PF-1 | −0.04 | 0.87 | −0.05 | 1.00 | −0.03 | 0.83 | −0.05 | 0.99 | −0.05 | 0.96 | |
PF-2 | 0.00 | 0.03 | 0.00 | 0.07 | −0.01 | 0.22 | 0.00 | 0.06 | 0.00 | 0.10 | |
PF-3 | 0.03 | 0.81 | 0.03 | 0.59 | 0.03 | 0.86 | 0.03 | 0.60 | 0.03 | 0.66 | |
PF-4 | −0.04 | 1.04 | −0.06 | 1.08 | −0.04 | 1.01 | −0.05 | 1.08 | −0.05 | 1.06 | |
DF-1 | 0.05 | 1.14 | 0.05 | 1.05 | 0.05 | 1.21 | 0.05 | 1.06 | 0.05 | 1.09 | |
DF-2 | −0.04 | 0.96 | −0.05 | 0.96 | −0.04 | 0.91 | −0.05 | 0.96 | −0.05 | 0.96 | |
DF-3 | −0.04 | 0.92 | −0.05 | 1.02 | −0.03 | 0.89 | −0.05 | 1.01 | −0.05 | 0.98 | |
DF-4 | −0.04 | 0.98 | −0.05 | 1.04 | −0.04 | 0.96 | −0.05 | 1.03 | −0.05 | 1.02 | |
SF-1 | 0.04 | 1.00 | 0.05 | 1.05 | 0.04 | 0.96 | 0.05 | 1.05 | 0.05 | 1.03 | |
SF-2 | −0.03 | 0.79 | −0.04 | 0.83 | −0.03 | 0.88 | −0.04 | 0.82 | −0.04 | 0.83 | |
SF-3 | 0.04 | 1.09 | 0.05 | 1.06 | 0.04 | 1.13 | 0.05 | 1.06 | 0.05 | 1.08 |