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Synthesised main field data are calculated at the centre of each month between 2005.5 and 2010.5.
The monthly mean values were generated using the monthly main field data from polynomial modelling of satellite data at 400 km altitude.
Annual secular variation values for the repeat stations were obtained as first differences between 2014 and 2015 main field data divided by the time interval in years.
For this purpose, the crustal anomaly field model MF7 (http://geomag.org/models/MF7.html) with maximum degree 133 was subtracted from all 2015 main field data.
Annual main field data: The repeat station measurements were obtained between the middle of September and middle of December each year.
(ii) Annual secular variation data: Annual secular variation values for the repeat stations were obtained as first differences between consecutive main field data divided by the time interval in years.
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For main field modeling, data is commonly selected from periods of low magnetic activity.
The importance of eliminating, from observatory and main field model data, prior to any discussion on secular variation, the signal related to external variations is demonstrated.
The first step in processing observatory and/or main field model data was to filter out the solar-cycle-related signal present in the annual means at observatories; this signal is leaking in the main field models too, as we show in Section 5. We have chosen the simplest filter 11-year running averages—as presented above.
The historical data of PB stock, existing PB quantity, and PB types in paint shop, sale online requests, inventory data, MRP weekly plan, released daily production schedule, and related orders with actual production were the main fields of data that have been collected for this analysis.
This method allowed for a correct discrimination of the main drying and the main wetting paths from field data related and for a more reliable quantification of soil hydrological properties with respect to laboratory methodologies.
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