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This model has a more sophisticated bathymetric representation around the shallow continental shelf using a uniform value of sea water conductivity (4 S/m).
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We used a uniform value of 3.4 ng/l in line with the U-salintiy relationship of Pates and Muir (2007) and a salinity of 35 psu.
In contrast, the key idea in our rank-based method is that by using a uniform small value of d, we ensure that (i) the network only contains highly reliable edges, and (ii) each module of the network is (almost) fully connected into a single component, both theoretically and empirically (see below).
The initial guess of each restart is randomly chosen from the intervals [0, 5] (Box 5), [0, 10] (Box 10) and [0, 100] (Box 100), respectively, for both the parameters and initial conditions using a uniform distribution and two values 0%and10%0% noise to signal ratio.
The Q-Q plots of the p-values using a uniform reference distribution are shown in Figure 5.
In order to generate positive and negative values using a uniform elicitation procedure, an alternative approach to TTO, the lead-time TTO [ 7], was used.
The pre-program and program cost and readmission rate were varied within the range of ±30% of the base values using a uniform distribution.
In the first step we sampled random parameter values using a uniform proposal distribution with bounds previously described in the literature or using physiologically meaningful ranges, as shown in Table 2 and indicated by grey background shading in Additional file 4: Figure S2.
To perform the initial large scale search, we performed random sampling using a uniform hypercube to obtain initial parameter values.
Land surface emissivity values were assigned randomly using a uniform distribution between 0.8-1.0 0.8-1.0
The disadvantage to using a uniform over-dispersion is that it corrects all variances towards a central value.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com