Package: INQC 2.0.5

Enric Aguilar

INQC: Quality Control of Climatological Daily Time Series

Collection of functions for quality control (QC) of climatological daily time series (e.g. the ECA&D station data).

Authors:Enric Aguilar [aut, cre], Oleg Skrynyk [aut]

INQC_2.0.5.tar.gz
INQC_2.0.5.zip(r-4.5)INQC_2.0.5.zip(r-4.4)INQC_2.0.5.zip(r-4.3)
INQC_2.0.5.tgz(r-4.4-any)INQC_2.0.5.tgz(r-4.3-any)
INQC_2.0.5.tar.gz(r-4.5-noble)INQC_2.0.5.tar.gz(r-4.4-noble)
INQC_2.0.5.tgz(r-4.4-emscripten)INQC_2.0.5.tgz(r-4.3-emscripten)
INQC.pdf |INQC.html
INQC/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/indecis-project/inqc/issues

On CRAN:

3.30 score 4 stars 1 scripts 146 downloads 1 mentions 43 exports 10 dependencies

Last updated 4 years agofrom:d8802e39e4. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 12 2024
R-4.5-winOKNov 12 2024
R-4.5-linuxOKNov 12 2024
R-4.4-winOKNov 12 2024
R-4.4-macOKNov 12 2024
R-4.3-winOKNov 12 2024
R-4.3-macOKNov 12 2024

Exports:climdex2ecadclocovcomputecalconsolidatorcost2ecaddecimaldegreesdostatsdownloadatordrywetlongduplasflatflatsuninithomeinqcIQRoutliersjumps2listaslisterlistonatornewfrikiparetogadgetphysicspotparetoprecipputjulianreadecadreadheaderrelhumrepeatedvaluereturnpotparetoroundingroundprecipselepesnowdepthsunafterdarksundursuspectacumprectemperaturetoomanytxtntxtnblendweirddatewindspeed

Dependencies:cpp11data.tableevdgdatagenericsgtoolslubridatemagrittrsuncalctimechange

Readme and manuals

Help Manual

Help pageTopics
Converter from the ClimDex format into the ECA&D format (blended version)climdex2ecad
QC for Cloud Cover (CC)clocov
Prepares a calendar framecomputecal
Consolidates QC filesconsolidator
Converter from the COST Home format into the ECA&D format (blended version)cost2ecad
Converter for geographical coordinates from the ECA&D format into decimal degreesdecimaldegrees
Create QC statistical summarydostats
Downloads the latest version of blended data from the ECA&D websitedownloadator
Detects wet/dry long periodsdrywetlong
Detects duplicated datesduplas
Flat sequencesflat
Flat sequences for sunshine duration (only for "non-blended" ECA&D data)flatsun
Creates necessary folders (if not exist)inithome
Wrapper for QC'ing all variablesinqc
Computes outliersIQRoutliers
Labels interdiurnal large differencesjumps2
Creates listings for stations ('non-blended' case) linking STAID and SOUIDlistas
Creates a list of blended/non-bladed files for some climate variablelister
Creates a list (as 'Global' variable) of stations to be QCed.listonator
Isolates values which are not continuous in the distributionnewfriki
Finds outliersparetogadget
Isolates anomalous valuesphysics
Peaks over threshold modellingpotpareto
QC for Atmospheric Precipitation (RR)precip
Merges julian daysputjulian
Reads an ECA&D data/sources/stations filereadecad
Reads the header of an ECA&D filereadheader
QC for Relative Humidity (HU)relhum
Finds repeated valuesrepeatedvalue
Threshold percentile for the Pareto outliersreturnpotpareto
Detects rounded sectionsrounding
Rounding in precipitation dataroundprecip
QC for Atmospheric Pressure (PP)selepe
QC for Snow Depth (SD)snowdepth
Maximum sunshine hours (only for "non-blended" ECA&D data)sunafterdark
QC for Sunshine Duration (SS)sundur
Detects precipitation values above limitsuspectacumprec
QC for Air Temperature (TX/TN/TG)temperature
Looks if a value is repeated too many timestoomany
Comparison of tx an tn data (for "non-blended" ECA&D data)txtn
Comparison of tx an tn data (for "blended" ECA&D data)txtnblend
Locate impossible datesweirddate
QC for Wind Speed (FG)windspeed