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This workflow is used to process timeseries from meteorological stations in Finland but can be applied to any timeseries according it follows the same format.
Take a temperature timeseries from any meteorological station. Input format is csv and it must be standardized with 6 columns:
- Year (ex: 2021)
- month (ex: 1)
- day (ex: 15)
- Time (ex: 16:56)
- Time zone (such as UTC)
- Air temperature (degC)
Inputs
| ID | Name | Description | Type | 
|---|---|---|---|
| Temperature timeseries (csv) | Temperature timeseries (csv) | Data is usually sampled at a higher frequency (from second to a few minutes). The dataset must contain 6 columns: 1. Year 2.m 3.d 4.Time 5.Time zone (such as UTC) 6. Air temperature (degC) | 
 | 
Steps
| ID | Name | Description | 
|---|---|---|
| 1 | Convert CSV to tabular | csv_to_tabular | 
| 2 | Merge date columns to YYYYMMDD | toolshed.g2.bx.psu.edu/repos/bgruening/text_processing/tp_awk_tool/1.1.2 | 
| 3 | Text reformatting | toolshed.g2.bx.psu.edu/repos/bgruening/text_processing/tp_awk_tool/1.1.2 | 
| 4 | Prepare daiky means | toolshed.g2.bx.psu.edu/repos/iuc/datamash_ops/datamash_ops/1.1.0 | 
| 5 | Daily mean | toolshed.g2.bx.psu.edu/repos/iuc/datamash_ops/datamash_ops/1.1.0 | 
| 6 | Monthly mean | toolshed.g2.bx.psu.edu/repos/iuc/datamash_ops/datamash_ops/1.1.0 | 
| 7 | Positive only | Filter1 | 
| 8 | Negative only | Filter1 | 
| 9 | Daily climate stripes | toolshed.g2.bx.psu.edu/repos/climate/climate_stripes/climate_stripes/1.0.1 | 
| 10 | Monthly climate stripes | toolshed.g2.bx.psu.edu/repos/climate/climate_stripes/climate_stripes/1.0.1 | 
| 11 | Prepare bar chart | toolshed.g2.bx.psu.edu/repos/iuc/collection_column_join/collection_column_join/0.0.3 | 
| 12 | bar char for daily temperatures (C) | barchart_gnuplot | 
Outputs
| ID | Name | Description | Type | 
|---|---|---|---|
| daily_mean_timeseries | daily_mean_timeseries | n/a | 
 | 
| monthly_mean_timeseries | monthly_mean_timeseries | n/a | 
 | 
| stripes_daily_temperatures | stripes_daily_temperatures | n/a | 
 | 
| stripes_monthly_temperatures | stripes_monthly_temperatures | n/a | 
 | 
| daily_barchart | daily_barchart | n/a | 
 | 
Version History
Version 1 (earliest) Created 23rd May 2021 at 20:28 by Anne Fouilloux
Added/updated 1 files
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Created: 23rd May 2021 at 20:28
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