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dataresqc (version 1.1.1)

C3S Quality Control Tools for Historical Climate Data

Description

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 .

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Version

Install

install.packages('dataresqc')

Monthly Downloads

167

Version

1.1.1

License

Apache License 2.0

Maintainer

Yuri Brugnara

Last Published

April 2nd, 2023

Functions in dataresqc (1.1.1)

internal_consistency

Daily internal consistency test
wmo_gross_errors

WMO Gross Errors Tests for Pressure, Temperature, Dew Point, and Wind Speed.
Variables

Table of supported variable codes
check_sef

Check compliance with SEF guidelines
duplicate_times

Duplicate times test
duplicate_dates

Duplicate dates test
read_meta

Read metadata from the Station Exchange Format version 1.0.0
qc

Apply all tests
Bern

Sub-daily meteorological observations for Bern
Meta

Metadata for the stations of Bern and Rosario de Santa Fe
subdaily_out_of_range

Sub-daily big errors test
read_sef

Read data files in Station Exchange Format version 1.0.0
plot_decimals

Plot decimals
wmo_time_consistency

WMO Time Consistency Test for Pressure, Temperature and Dew Point.
daily_out_of_range

Daily big errors test
temporal_coherence

Daily temporal coherence test
daily_repetition

Daily repetition test
duplicate_columns

Duplicate columns test
subdaily_repetition

Sub-daily repetition test
plot_weekly_cycle

Plot weekly cycle
plot_subdaily

Plot sub-daily data points
write_flags

Add quality flags to a data file in Station Exchange Format version 1.0.0
write_sef

Write data in Station Exchange Format version 1.0.0
Tests

Table of available qc tests
climatic_outliers

Climatic outliers test
climexp_to_sef

Download a GHCN-Daily data file from the Climate Explorer and convert it into the Station Exchange Format
convert_pressure

Convert pressure data to hPa
impossible_values

Gross Errors Test for Cloud Cover and Relative Humidity.
plot_daily

Plot daily data points
Rosario

Daily and sub-daily meteorological observations for Rosario de Santa Fe (Argentina)