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Table 2 documents the individual datasets published in the data citations.
Large differences exist among the different datasets, and the merged E, P and R outperform the individual datasets.
Suitable models incorporating blocking structures, linear trends and spatially correlated plot-errors were fitted to the individual datasets.
The results illustrate that using any of the individual datasets, there is significant uncertainty and an obvious seasonal cycle in the terrestrial water budget.
Detailed quality assurance is performed to ensure that the merged object spectra are of the highest quality consistent with the limitations of the individual datasets and calibrations.
The next step would be packaging the individual datasets produced by the systems and selling the information wholesale to the federal government for research purposes.
Comparison of the individual datasets by simple gas ratio analysis was ambiguous, therefore we chose the Bernard parameter and the total wet gas ratio to qualitatively analyze and compare the individual datasets.
Note that a collision number of ≈ 0.5 does not mean that half of the individual datasets have no collisions while the other half show exactly one collision.
We retained the same proportions of hate/non-hate as in the individual datasets so as not to artificially improve performance by altering the balance of classes in training.
As the spectral and retention time data for the substances in the individual datasets were processed independently with different collision energies and ionization modes, none of the overlapping substances were removed from the datasets.
The percentages of sequences with signal peptides and transmembrane regions are consistent among the individual datasets.
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