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[Iss298] momm seasonal adjusted #384
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BiancaMorandi
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Mar 21, 2023
…ind-dev/brightwind into iss298_momm_seasonal_adj
@@ -255,6 +256,9 @@ def _filter_out_months_based_on_coverage_threshold(var_series, monthly_coverage, | |||
:param analysis_type: Text reporting the type of analysis to report in the warning messages | |||
e.g 'mean of monthly mean' . | |||
:type analysis_type: str | |||
:param seasonal_adjustment: Optional, False by default. If True, returns text messages for seasonal adjusted |
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@BiancaMorandi seasonal_adjustment
is not set to anything in the 'def'? But in the doc string you say it is default to false.
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momm
function to derive the seasonal adjusted mean of monthly mean speed if inputseasonal_adjustment
is True.momm
The seasonal adjusted mean of monthly mean is derived as for method below:
1) calculate monthly coverage
2) filter out any months with coverage lower than the input 'coverage_threshold'
3) derive the monthly mean for each calendar month (i.e. all January)
4) weighted average each monthly mean value based on the number of days in each month
(i.e. 31 days for January) - number of days for February are derived as average of actual days for the year
of the dataset. This to take into account leap years.