Package: dataresqc 1.1.1

dataresqc: C3S Quality Control Tools for Historical Climate Data

Quality control and formatting tools developed for the Copernicus Data Rescue Service. The package includes functions to handle the Station Exchange Format (SEF), various statistical tests for climate data at daily and sub-daily resolution, as well as functions to plot the data. For more information and documentation see <https://datarescue.climate.copernicus.eu/st_data-quality-control>.

Authors:Yuri Brugnara [aut, cre], Alba Gilabert [aut], Clara Ventura [aut], Stefan Hunziker [aut]

dataresqc_1.1.1.tar.gz
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dataresqc.pdf |dataresqc.html✨
dataresqc/json (API)

# Install 'dataresqc' in R:
install.packages('dataresqc', repos = c('https://ybrugnara.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/ybrugnara/dataresqc/issues

Datasets:
  • Bern - Sub-daily meteorological observations for Bern
  • Meta - Metadata for the stations of Bern and Rosario de Santa Fe
  • Rosario - Daily and sub-daily meteorological observations for Rosario de Santa Fe
  • Tests - Table of available qc tests
  • Variables - Table of supported variable codes

On CRAN:

2.70 score 6 scripts 167 downloads 25 exports 0 dependencies

Last updated 2 years agofrom:5b996da640. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 01 2024
R-4.5-winWARNINGNov 01 2024
R-4.5-linuxWARNINGNov 01 2024
R-4.4-winWARNINGNov 01 2024
R-4.4-macWARNINGNov 01 2024
R-4.3-winWARNINGNov 01 2024
R-4.3-macWARNINGNov 01 2024

Exports:check_sefclimatic_outliersclimexp_to_sefconvert_pressuredaily_out_of_rangedaily_repetitionduplicate_columnsduplicate_datesduplicate_timesimpossible_valuesinternal_consistencyplot_dailyplot_decimalsplot_subdailyplot_weekly_cycleqcread_metaread_sefsubdaily_out_of_rangesubdaily_repetitiontemporal_coherencewmo_gross_errorswmo_time_consistencywrite_flagswrite_sef

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Sub-daily meteorological observations for BernBern
Check compliance with SEF guidelinescheck_sef
Climatic outliers testclimatic_outliers
Download a GHCN-Daily data file from the Climate Explorer and convert it into the Station Exchange Formatclimexp_to_sef
Convert pressure data to hPaconvert_pressure
Daily big errors testdaily_out_of_range
Daily repetition testdaily_repetition
Duplicate columns testduplicate_columns
Duplicate dates testduplicate_dates
Duplicate times testduplicate_times
Gross Errors Test for Cloud Cover and Relative Humidity.impossible_values
Daily internal consistency testinternal_consistency
Metadata for the stations of Bern and Rosario de Santa FeMeta
Plot daily data pointsplot_daily
Plot decimalsplot_decimals
Plot sub-daily data pointsplot_subdaily
Plot weekly cycleplot_weekly_cycle
Apply all testsqc
Read metadata from the Station Exchange Format version 1.0.0read_meta
Read data files in Station Exchange Format version 1.0.0read_sef
Daily and sub-daily meteorological observations for Rosario de Santa Fe (Argentina)Rosario
Sub-daily big errors testsubdaily_out_of_range
Sub-daily repetition testsubdaily_repetition
Daily temporal coherence testtemporal_coherence
Table of available qc testsTests
Table of supported variable codesVariables
WMO Gross Errors Tests for Pressure, Temperature, Dew Point, and Wind Speed.wmo_gross_errors
WMO Time Consistency Test for Pressure, Temperature and Dew Point.wmo_time_consistency
Add quality flags to a data file in Station Exchange Format version 1.0.0write_flags
Write data in Station Exchange Format version 1.0.0write_sef