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However, one can directly compare model values and experimental estimates only at altitudes within the indicated range, where measurements of the appropriate parameters are carried out.
This might serve also to avoid over generalization of the model values and for easy management and processing of the netCDF files.
These models were compared based on adjusted R2, correlation of model values with observed values, and MAE of model values and values observed for the sample and hold out states.
A comparative evaluation of different quiet-time data selection procedures did not change the final results in this investigation, but did contribute to an improved correlation between model values and experimental observations.
However, such optimality is obtained by continuously updating the covariances between the estimated model values and the measurements, which would make the storage and computation unaffordable when the control input can vary within an infinite control space.
Considering the nine observatories, the rms between model values and data in April 2009 are 10.4 nT/yr, 3.5 nT/yr, and 8.3 nT/yr, respectively for X, Y, and Z. Interpreting these values on such a small number of observatories is subtle because the errors incurred in determining the time variations from the difference of monthly means may be large.
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It also critically assesses the models, values and paradoxes underlying today's cityscapes.
The new model values interrelatedness and complexity of assessment, while undeniably, an intuitively logical sequence retains.
Suggestions: 1) In the subsection headed "Auxin biosynthesis mutants capture predicted effects of changing model values Hapex and H": This section is written cryptically.
The model parameter values and model sensitivity tests are also discussed in these studies.
Figure 1a shows the observed and model values.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com