Table 1 The basic statistics of training, testing, and cross validation datasets at study stations.
Statistical Parameter | Minimum temperature data set | Maximum temperature data set | ||||
|---|---|---|---|---|---|---|
Training | Testing | Cross validation | Training | Testing | Cross validation | |
Mean (°C) | 12.006 | 12.515 | 12.325 | 29.125 | 30.128 | 29.125 |
Standard Error (°C) | 0.056 | 0.103 | 0.089 | 0.077 | 0.141 | 0.077 |
Median (°C) | 12.616 | 13.063 | 14.493 | 30.033 | 30.988 | 30.033 |
Mode (°C) | 16.364 | 11.965 | 15.525 | 35.919 | 14.989 | 35.919 |
Standard Deviation (°C) | 5.632 | 5.402 | 4.707 | 7.742 | 7.428 | 7.742 |
Sample Variance | 31.724 | 29.184 | 22.156 | 59.939 | 55.182 | 59.939 |
Kurtosis | −0.899 | −0.942 | −1.449 | −1.020 | −0.947 | −1.020 |
Skewness | −0.286 | −0.247 | −0.231 | −0.227 | −0.235 | −0.227 |
Range (°C) | 29.577 | 26.848 | 13.500 | 41.356 | 38.852 | 41.356 |
Minimum (°C) | −5.517 | −2.758 | 4.675 | 7.340 | 10.442 | 7.340 |
Maximum (°C) | 24.060 | 24.090 | 18.175 | 48.696 | 49.294 | 48.696 |
Count | 10,221 | 2768 | 10,221 | 10,221 | 2768 | 10,221 |
