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There is a need for improved paleoclimate models, improved paleoclimate proxy and species paleodistribution data for model validation, attention to scale issues, and rigorous modeling methods including mechanistic models.
It is also a general rule in environmental modeling to reserve a statistically sufficient portion of available measurement data for model validation.
The data for model validation was aligned to the human genome version hg19 as described above.
The working principles of several experimental techniques employed in order to get data for model validation are outlined.
The time-averaged and time-dependent predictions were compared with experimental data for model validation.
The model calculations are compared with available measured data for model validation.
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This would consequently hamper the use of flux data for model validations and/or up-scaling exercises (Turnipseed et al. 2002; Wilson et al. 2002).
The temperature profiles at different ports in the furnace are measured to shed some light on the flow and combustion characteristics in the boiler and also to collect some in-flame data for modelling validation.
More precise data suitable for model validation do not exist, and it is noteworthy in this regard that the predicted litter size changes will be difficult to document if monitoring focuses on X* rather than on X (Fig. 3c,d).
Novel techniques of multiple runs for model development and surrogate data analysis for model validation are suggested for prediction of biomedical outcomes based on small datasets for classification and regression tasks.
An additional data subset for model validation was also used.
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