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For the same trait, the largest differences in predictability among the six methods vary from 0.007 to 0.046.
The physical basis for such sub-seasonal prediction is primarily rooted in the predictability of large-scale circulation associated with the MJO and the regulation of the MJO on extreme and high-impact weather events such as tropical storms, flooding, droughts, heavy snow storms, heat waves, cold surges, wild fires, hazes, tornado and hail days (Zhang 2013; Wang and Moon 2016).
This is part of the larger world of decreased predictability that those post-transition often face.
Larger AUC indicates better predictability of time to event.
Tidal energy however has the advantage of predictability over large time scales and high power densities.
This is associated with the greater predictability of large storms in the North Coast Ranges during the winter months.
The result also reveals that the smaller the number of markers, the larger the variation in predictabilities.
Furthermore, we have shown that the predictability at large spatial scales and small temporal scales mostly reflect stationarity, namely that people stay in the same spatial bin.
The inclusion of these phenomena is not significantly more complicated when compared to the basic model, but it significantly improves the predictability for large strain rate.
This study contributes to the research on demographic predictability from large-scale, automatically collected cyber-physical datasets and is this of particular interest to operators of large instrumented environments as well as urban demographers.
The routine provides continuity for the ports, according to industry officials, and the predictability of large ship movements ensures there's time for pilots to eat, sleep and relax between assignments.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com