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Local forecasters make forecasts and heat alerts based on multiple forecast products as well as their judgment based on their local knowledge of historical weather and other factors mentioned above.
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Stochastic or "ensemble-based" forecasting is used to account for this uncertainty through the use of multiple forecasts created with an individual forecast model.
Spread estimates give more precision when using multiple forecast systems24,38.
We can blame colder-than-expected March weather for the multiple forecast revisions.
Put on mascara, putting on multiple coats.
To provide more useful automated quantitative ashfall forecasts from a HYSPLIT/WRF system that account for uncertainty in the NWP winds and eruption parameters, we could follow the example of high resolution NWP and use an ensemble of model runs based on multiple NWP forecasts and a range of eruption parameters.
This approach analyzes multiple forecasts created with an individual forecast model or multiple models.
However, the false alarm rate necessarily increases when multiple forecasting methods are used simultaneously.
For some years now, employing industrial forecasting models in accident forecasting relying on multiple factors has been justified by the fact that causal factors of accidents are attributed to human, equipment and managerial deficiencies (Cooke and Rohleder, 2006; Mohaghegh et al. 2009; Rathnayaka et al. 2011).
Hence, the GHI forecast based on multiple neural networka is selected for predicting the yield of the PV system.
This study empirically examines the potential of possible 'attraction' descriptors, such as spatial integration (as described by the Space Syntax methodology) and other urban environment factors in order to estimate urban buses ridership by a direct forecast model based on multiple linear regression.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com