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Despite the discrepancies in modelled and observed frequency distributions, a simple linear transformation enables the use of model outputs for computing percentage/probability of exceedance of thresholds.
The number of models used, normal distribution of model outputs for most pixels, and absence of many outliers all support use of the mean over the median39.
Bias correction is usually implemented prior to using climate model outputs for impact studies.
Model outputs for this radionuclide were also compared with measurements in water and sediments.
For a set of criteria, results based on raw and statistically post-processed model outputs for the reference climate are compared with observations.
However, classification errors can translate to errors in model outputs, for instance agricultural production monitoring (yield, water demand) or crop acreage calculation.
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Red dotted line represents model output for the best-fitting set; grey lines represent model output for the next nine best-fitting sets.
C.T. and M.F.V. provided model output for the interpretation of the results.
Model output for the number of dispersed seeds matched observations from field-collected dung pats well.
The methods adopt Satterthwaite's application of random balance designs in regression problems, and extend it to sensitivity analysis of model output for non-linear, non-additive models.
This paper presents the uncertainty in hydromorphological and ecological model output for a large lowland river depending on the classification accuracy (CA) of a land cover map.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com