Table 3 AUC values of models.
Scenario | With human activities | Without human activities | ||
|---|---|---|---|---|
Training data | Test data | Training data | Test data | |
Current | 0.987 ± 0.001 | 0.982 ± 0.015 | 0.987 ± 0.001 | 0.983 ± 0.013 |
2050s, SSP1-2.6 | 0.987 ± 0.001 | 0.980 ± 0.015 | 0.987 ± 0.001 | 0.980 ± 0.016 |
2050s, SSP2-4.5 | 0.988 ± 0.001 | 0.982 ± 0.012 | 0.986 ± 0.001 | 0.979 ± 0.021 |
2050s, SSP5-8.5 | 0.986 ± 0.001 | 0.980 ± 0.013 | 0.987 ± 0.001 | 0.982 ± 0.014 |
2090s, SSP1-2.6 | 0.988 ± 0.001 | 0.982 ± 0.009 | 0.988 ± 0.000 | 0.984 ± 0.006 |
2090s, SSP2-4.5 | 0.989 ± 0.000 | 0.984 ± 0.004 | 0.986 ± 0.001 | 0.983 ± 0.007 |
2090s, SSP5-8.5 | 0.989 ± 0.000 | 0.984 ± 0.006 | 0.988 ± 0.001 | 0.984 ± 0.007 |