Forecasting¶
Forecast models¶
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Subclass of the ForecastModel class representing GFS forecast model. |
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Subclass of the ForecastModel class representing NAM forecast model. |
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Subclass of the ForecastModel class representing RAP forecast model. |
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Subclass of the ForecastModel class representing HRRR forecast model. |
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Subclass of the ForecastModel class representing NOAA/GSD/ESRL’s HRRR forecast model. |
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Subclass of the ForecastModel class representing NDFD forecast model. |
Getting data¶
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Submits a query to the UNIDATA servers using Siphon NCSS and converts the netcdf data to a pandas DataFrame. |
Get and process forecast data. |
Processing data¶
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Defines the steps needed to convert raw forecast data into processed forecast data. |
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Renames the columns according the variable mapping. |
Convert cloud cover to GHI using a linear relationship. |
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Estimates irradiance from cloud cover in the following steps: |
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Convert cloud cover (percentage) to atmospheric transmittance using a linear model. |
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Estimates irradiance from cloud cover in the following steps: |
Convert cloud cover to irradiance. |
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Converts Kelvin to celsius. |
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Calculates temperature from isobaric temperature. |
Computes wind speed from wind components. |
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Computes standard wind speed from gust. |
IO support¶
These are public for now, but use at your own risk.
Retrieves the designated dataset, creates NCSS object, and creates a NCSS query object. |
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Sets the NCSS query location latitude and longitude. |
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Sets the location for the query. |
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Converts time data into a pandas date object. |