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If the expression levels are log-transformed, we have log X ˜ j = log ϵ j + log C j. Therefore, Var (log X ˜ j ) = Var (log ϵ j ), so that, relying on model (12), one can measure the variance, Var(log ϵ j ), of the log-transformed technical noise directly from technical replicates.
Uncertainty is a pervasive but often poorly understood factor in the delineation of wellhead protection areas (WHPAs), which can discourage water managers and practitioners from relying on model results.
Different in this paper, distributed tracking of multiple targets will be considered, while sensor mobility will be exploited and combined with a sensor-to-target association scheme for selecting target-informative sensors without the need of relying on model parameters and state estimators that maybe inaccurate and result divergence.
These differences underscore the need for future forest modeling research that emphasizes multi-model comparisons and multi-variable sensitivity tests, and suggests caution is warranted in relying on model projections beyond suggesting possible futures, and as a means to explore key relationships between species, changing climate, and disturbance regimes.
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Unlike spectral data, for example, astronomers can interpret them directly, without relying on models.
Relying on models, a bottoming GT cycle is introduced and specified and a base case for operation defined.
The species-specific sensitivity to developmental phthalate exposure highlights an emerging problem in the assessment of chemical safety: relying on model-species approaches to determine mode of action and pathway responses to toxicant exposure.
Relying on model-based inference, we found that the abundance of salmon and temperature are major predictors of the tree growth index, with all other predictors consisting of salmon abundance and its interaction with temperature and distance into the forest.
Instead of relying on modeling the movement of toxicants through various environmental media, an approach based on estimating changes from baseline levels of exposure was employed.
Using this approach, we could directly determine the optimal expression level without relying on models for the dependence of costs or benefits on expression.
This approach relying on modeling enzymatic hydrolysis process at molecular and enzymatic levels has been successful in describing starch hydrolysis [ 38- 42].
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