Research Article
Machine Learning as a Downscaling Approach for Prediction of Wind Characteristics under Future Climate Change Scenarios
Table 3
Predicted monthly mean (PMM) of wind speed changes compared to the year 2005.
| ā | Monthly prediction based on Scenarios and Years | ā | Historical | RCP2.6 | RCP4.5 | RCP8.5 | Month | 2005 | 2030 | 2035 | 2040 | 2030 | 2035 | 2040 | 2030 | 2035 | 2040 |
| Jan | 13.2741 | 11.93 | 11.61 | 11.16 | 11.84 | 11.77 | 11.57 | 11.76 | 11.61 | 11.80 | Feb | 11.8188 | 12.63 | 12.45 | 12.89 | 12.75 | 12.72 | 12.35 | 12.32 | 12.46 | 13.14 | Mar | 10.1221 | 11.22 | 11.47 | 11.59 | 11.10 | 10.77 | 10.83 | 11.04 | 11.03 | 11.62 | Apr | 10.0947 | 9.590 | 9.483 | 9.593 | 9.763 | 9.500 | 9.598 | 9.416 | 9.816 | 9.419 | May | 9.0151 | 7.441 | 7.463 | 7.694 | 7.726 | 7.840 | 7.480 | 7.539 | 7.411 | 7.422 | Jun | 7.7712 | 6.922 | 7.636 | 7.530 | 7.156 | 7.178 | 7.268 | 6.899 | 7.385 | 7.797 | Jul | 7.0615 | 6.315 | 6.836 | 6.414 | 6.682 | 6.572 | 6.464 | 6.401 | 6.309 | 6.447 | Aug | 8.5289 | 6.329 | 7.085 | 6.555 | 6.648 | 6.873 | 6.550 | 6.721 | 6.218 | 7.160 | Sep | 9.6920 | 8.455 | 8.222 | 8.503 | 8.498 | 8.390 | 8.884 | 8.220 | 8.208 | 9.083 | Oct | 11.5291 | 10.10 | 10.35 | 9.839 | 10.02 | 10.00 | 9.741 | 9.650 | 10.15 | 9.788 | Nov | 11.8781 | 10.83 | 10.85 | 10.51 | 11.11 | 11.18 | 11.50 | 10.93 | 11.16 | 10.81 | Dec | 11.1440 | 11.14 | 11.57 | 11.15 | 11.06 | 10.99 | 11.24 | 11.49 | 11.26 | 11.05 | Mean | 10.1608 | 9.409 | 9.586 | 9.452 | 9.529 | 9.481 | 9.457 | 9.365 | 9.418 | 9.628 |
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