Research Article
Estimating Potential Evapotranspiration by Missing Temperature Data Reconstruction
Table 1
Correlations of observed temperature data (a) and standardized residuals (b).
(a) |
| ID stations | 11006 | 11022 | 11105 | 11144 | 11148 | 22004 | 22006 | 22027 | 22029 | 22041 | 22058 |
| 11006 | | 0.689 | 0.78 | 0.541 | 0.673 | 0.719 | 0.676 | 0.636 | 0.539 | 0.548 | 0.571 | | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 |
| 11022 | 0.689 | | 0.748 | 0.56 | 0.635 | 0.697 | 0.643 | 0.583 | 0.53 | 0.533 | 0.582 | 3787 | | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 |
| 11105 | 0.78 | 0.748 | | 0.57 | 0.675 | 0.822 | 0.746 | 0.679 | 0.515 | 0.555 | 0.62 | 3787 | 3787 | | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 |
| 11144 | 0.541 | 0.56 | 0.57 | | 0.501 | 0.567 | 0.521 | 0.487 | 0.386 | 0.44 | 0.446 | 3787 | 3787 | 3787 | | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 |
| 11148 | 0.673 | 0.635 | 0.675 | 0.501 | | 0.657 | 0.645 | 0.613 | 0.551 | 0.601 | 0.536 | 3787 | 3787 | 3787 | 3787 | | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 |
| 22004 | 0.719 | 0.697 | 0.822 | 0.567 | 0.657 | | 0.727 | 0.693 | 0.524 | 0.537 | 0.618 | 3787 | 3787 | 3787 | 3787 | 3787 | | 3787 | 3787 | 3787 | 3787 | 3787 |
| 22006 | 0.676 | 0.643 | 0.746 | 0.521 | 0.645 | 0.727 | | 0.614 | 0.52 | 0.535 | 0.588 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | | 3787 | 3787 | 3787 | 3787 |
| 22027 | 0.636 | 0.583 | 0.679 | 0.487 | 0.613 | 0.693 | 0.614 | | 0.478 | 0.529 | 0.535 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | | 3787 | 3787 | 3787 |
| 22029 | 0.539 | 0.53 | 0.515 | 0.386 | 0.551 | 0.524 | 0.52 | 0.478 | | 0.54 | 0.428 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | | 3787 | 3787 |
| 22041 | 0.548 | 0.533 | 0.555 | 0.44 | 0.601 | 0.537 | 0.535 | 0.529 | 0.54 | | 0.471 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | | 3787 |
| 22058 | 0.571 | 0.582 | 0.62 | 0.446 | 0.536 | 0.618 | 0.588 | 0.535 | 0.428 | 0.471 | | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | 3787 | |
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(b) |
| ID stations | 11006 | 11022 | 11105 | 11144 | 11148 | 22004 | 22006 | 22027 | 22029 | 22041 | 22058 |
| 11006 | | 0.976 | 0.999 | 0.989 | 1 | 0.999 | 0.999 | 0.997 | 0.92 | 0.99 | 0.955 | | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 |
| 11022 | 0.976 | | 0.983 | 0.997 | 0.972 | 0.985 | 0.965 | 0.956 | 0.983 | 0.997 | 0.997 | 7670 | | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 |
| 11105 | 0.999 | 0.983 | | 0.994 | 0.999 | 1 | 0.997 | 0.994 | 0.934 | 0.994 | 0.966 | 7670 | 7670 | | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 |
| 11144 | 0.989 | 0.997 | 0.994 | | 0.986 | 0.995 | 0.981 | 0.975 | 0.968 | 1 | 0.989 | 7670 | 7670 | 7670 | | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 |
| 11148 | 1 | 0.972 | 0.999 | 0.986 | | 0.998 | 1 | 0.998 | 0.913 | 0.987 | 0.95 | 7670 | 7670 | 7670 | 7670 | | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 |
| 22004 | 0.999 | 0.985 | 1 | 0.995 | 0.998 | | 0.996 | 0.992 | 0.938 | 0.995 | 0.968 | 7670 | 7670 | 7670 | 7670 | 7670 | | 7670 | 7670 | 7670 | 7670 | 7670 |
| 22006 | 0.999 | 0.965 | 0.997 | 0.981 | 1 | 0.996 | | 1 | 0.902 | 0.982 | 0.941 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | | 7670 | 7670 | 7670 | 7670 |
| 22027 | 0.997 | 0.956 | 0.994 | 0.975 | 0.998 | 0.992 | 1 | | 0.887 | 0.976 | 0.93 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | | 7670 | 7670 | 7670 |
| 22029 | 0.92 | 0.983 | 0.934 | 0.968 | 0.913 | 0.938 | 0.902 | 0.887 | | 0.967 | 0.995 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | | 7670 | 7670 |
| 22041 | 0.99 | 0.997 | 0.994 | 1 | 0.987 | 0.995 | 0.982 | 0.976 | 0.967 | | 0.988 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | | 7670 |
| 22058 | 0.955 | 0.997 | 0.966 | 0.989 | 0.95 | 0.968 | 0.941 | 0.93 | 0.995 | 0.988 | | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | 7670 | |
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