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The impact of the initialization has been assessed by comparing the forecast quality of the initialized predictions with estimates of the forecast quality of a multi-model ensemble that has no information about the contemporaneous state of the climate system, which are the simulations referred to as non-initialized.
The processing time of the initialization task depends on: The number of landmarks being initialized.
set the maximum number of landmarks being initialized in order to bound the computation time of the initialization task.
The results showed the efficiency of the initialization strategies.
The Pacific Ocean is the basin with the lowest skill overall (Fig. 2), with no consistent impact of the initialization.
Additionally, the Microchip implementation of the initialization routine helped in explaining what was going on.
No improvements are found over land, although a different skill measure (ensemble-mean correlation) offered a positive impact of the initialization on the Mediterranean and northern Eurasia.
A practical method is also proposed to solve the problem of the initialization of the PDG algorithm.
At start up as part of the initialization the program reads the ADC input using timercounter0 and accumulates its value 256 times.
This additional measure of robustness limits the confidence on the positive impact of the initialization obtained from individual systems although still justifies the use in climate services40 and adaptation41 studies of the multi-model climate information described here.
The positive impact of the initialization is more obvious in terms of the ensemble-mean root mean square error (RMSE) than with the correlation when comparing the initialized (Init henceforth) with the NoInit forecast quality.
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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