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The choice of averaging period, as well as the naming convention for classifying storms, differs across forecast centers and ocean basins.
Minor-to-significant differences of the estimated heat effects between forecasts and observations were observed across forecast products and time frames.
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Finally, this comparison across forecasts and weather observations highlighted the challenge in predicting weather extremes because all forecast models and postprocessing adjustments are designed for estimating the averages of temperature and other weather conditions (Lalaurette 2003).
As for the impact on the dynamics, some effects are noted on wind and temperature, when averaged across the forecast time and across longitudes (not shown), as in RLD11.
That caveat should be a warning plastered across every forecast on risk, public or private.
We reduce our EBITA estimates by around 60 basis points per annum across the forecast period with the gross profit margin decreasing from prior estimated by 90 basis points to 2021.
This paper presents three illustrative Canadian case studies, selected to provide a good cross section across sectors, forecast types, and decision time scales, to provide insights into this important question.
Here, temperature and precipitation forecasts are enhanced by leveraging the strengths of eight NMME GCMs (CCSM3, CCSM4, CanCM3, CanCM4, CFSv2, GEOS5, GFDL2.1, and FLORb01) across all forecast months and lead times, for four broad climatic European regions: Temperate, Mediterranean, Humid-Continental and Subarctic-Polar.
In a second experiment, we focused further on the ensemble visualization and judgments of potential damage across the forecast, testing whether the role of the individual lines presented in an ensemble display would be misinterpreted because of their salience in the display.
The means are computed across countries, forecast periods and forecast variants, but controlling for forecast duration.
I was (digitally) leafing through the latest Lehman Brothers Internet Data Book for August this morning, and came across these forecasts for total U.S. Internet online ad spending and online video ad spending.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com