Quality control for crowdsourced data from CWS

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dc.contributor.authorGrassmann, Tom
dc.contributor.authorNapoly, Adrien
dc.contributor.authorMeier, Fred
dc.contributor.authorFenner, Daniel
dc.date.accessioned2018-06-29T07:10:32Z
dc.date.available2018-03-29T10:29:57Z
dc.date.available2018-05-31T08:35:32Z
dc.date.available2018-06-29T07:10:32Z
dc.date.issued2018
dc.descriptionTo install the CrowdQC-package execute " install.packages(file.choose(), repos = NULL, type="source") " in your R installation. The included data is accessible with the command data("netatmoBer"). To try the developed quality control procedure, execute the routines m1 to m4 (and o1 to o3 for optional routines) with the included data. The package was build with R version 3.4.3.en
dc.description.abstractThis package performs a quality control (QC) and filters suspicious data from citizen weather stations (CWS). It was designed for hourly air temperature data from Netatmo stations but should work with any normally-distributed data.en
dc.identifier.urihttps://depositonce.tu-berlin.de/handle/11303/7520.3
dc.identifier.urihttp://dx.doi.org/10.14279/depositonce-6740.3
dc.language.isoenen
dc.rights.urihttps://choosealicense.com/licenses/gpl-3.0/en
dc.subject.ddc550 Geowissenschaftenen
dc.subject.otherurban climateen
dc.subject.othercrowdsourcingen
dc.subject.othercitizen weather stationsen
dc.subject.otherair temperatureen
dc.subject.otherdata quality controlen
dc.subject.otherR codeen
dc.titleQuality control for crowdsourced data from CWSen
dc.typeSoftware
tub.accessrights.dnbunknown*
tub.affiliationFak. 6 Planen Bauen Umwelt::Inst. Ökologie::FG Klimatologiede
tub.affiliation.facultyFak. 6 Planen Bauen Umweltde
tub.affiliation.groupFG Klimatologiede
tub.affiliation.instituteInst. Ökologiede

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Version History

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VersionDateSummary
3
 2018-06-25 22:08:42
Bug fix in height correction (step m2). Logic of step o1 changed: Now missing data and data that removed in previous filter steps is interpolated. Interpolated data ( step o1 ) now is in an extra column.
2
 2018-05-31 10:11:23
Bug fix in qc steps O2 and O3. Renaming from "filterCWS" to "qcCWS". Documentation update.
1
 2018-03-29 12:29:57