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The STEM-P simulation of phosphorus concentration at the watershed outlet approximated the observed data closely: the percent bias (Pbias) was − 7.1%, with a Nash-Sutcliffe coefficient (ENS) of 0.80 on a monthly scale for the calibration period.
Summary statistics were calculated for each simulated data set and compared to values from the observed data; simulations with summary statistics that best approximated the observed summary statistics informed the posterior distributions for each parameter and formed the basis for parameter inference.
An example was the case of the station pair YMTH06 (surface sensor of KiK-net Takahata, target station) and YMT015 (K-NET Yonezawa, observation station), in which the site-correct filters closely approximated the observed spectral ratios (Fig. 11).
The analysis of the sample allowed to identify the Gumbel distribution as the function that best approximated the observed distribution of the data.
We adjusted the Brownian motion rate parameter so that for each sex the average simulated variance approximated the observed, and simulated body size evolution 15,000 times.
Values from 40 to100 cells/R for Nmax death provided a cell density that approximated the observed maximal number of neighbours in a circle with a radius of 8 to 20 µm in real cultures of C2C12 cells (close to confluence).
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It addresses the problem of approximating the observed data matrix by an unknown low-rank matrix.
What is remarkable is that it was possible to do a credible job of approximating the observed data using an equation (the original bipolar model) that included only a single estimated parameter.
Only a model that assumed a narrow band of channels (Fig. 3A,B, black) approximated the experimentally observed rate of current.
Movement rules and behavior coefficients are systematically adjusted until the virtual fish movements approximate the observed fish.
Numerical results are in good qualitative agreement with experimental data and approximate the observed strongly anisotropic physical response with satisfying accuracy.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com