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Here, six statistical metrics are used to quantify the reconstruction performance[1]:
the Bias,
root mean square error (RMSE)
unbiased root mean square error (ubRMSE)
root mean square difference (RMSD)
unbiased root mean square difference (ubRMSD)
and Pearson correlation coefficient ®
which are defined as follows:
其中,LSTri 和LSToi分别代表重建的LST与原始的LST值(某个变量的新值与旧值)。
Land surface temperature (LST)
[1]Yu, P., Zhao, T., Shi, J., Ran, Y., Jia, L., Ji, D., Xue, H., 2022. Global spatiotemporally continuous MODIS land surface temperature dataset. Sci Data 9, 143. https://doi.org/10.1038/s41597-022-01214-8
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