Hydrotoolbox, a package for hydrometeorological data management

Autores
Toum, Jorge Ezequiel; Pitte, Pedro Miguel
Año de publicación
2023
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
The hydrometeorological data provided by federal agencies, research groups and private companies are heterogeneous: records are kept in different formats, quality control processes are not the same and may even vary within a given agency, variables are not always recorded with the same temporal resolution, there are data gaps and doubtful values. Once these problems are dealt with, it is useful to have tools to safely store and manipulate the series, providing temporal aggregation, dynamic visualization for analysis, static graphics to publish and/or communicate results, techniques to correct and/or modify the series, among others. Here we introduce a package written in the R language using object-oriented programming and designed to accomplish these objectives, giving to the user a general framework to work with any kind of  hydrometeorological series. We present the package design, its strengths, limitations and show its application for two real cases.
Fil: Toum, Jorge Ezequiel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Provincia de Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Universidad Nacional de Cuyo. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales; Argentina
Fil: Pitte, Pedro Miguel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Provincia de Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Universidad Nacional de Cuyo. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales; Argentina
Materia
HYDROTOOLBOX
HYDRO-METEOROLOGICAL STATIONS
R PACKAGE
DATA ANALYSIS
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/233037
Acceder
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network_name_str CONICET Digital (CONICET)
spelling Hydrotoolbox, a package for hydrometeorological data managementToum, Jorge EzequielPitte, Pedro MiguelHYDROTOOLBOXHYDRO-METEOROLOGICAL STATIONSR PACKAGEDATA ANALYSIShttps://purl.org/becyt/ford/1.5https://purl.org/becyt/ford/1The hydrometeorological data provided by federal agencies, research groups and private companies are heterogeneous: records are kept in different formats, quality control processes are not the same and may even vary within a given agency, variables are not always recorded with the same temporal resolution, there are data gaps and doubtful values. Once these problems are dealt with, it is useful to have tools to safely store and manipulate the series, providing temporal aggregation, dynamic visualization for analysis, static graphics to publish and/or communicate results, techniques to correct and/or modify the series, among others. Here we introduce a package written in the R language using object-oriented programming and designed to accomplish these objectives, giving to the user a general framework to work with any kind of  hydrometeorological series. We present the package design, its strengths, limitations and show its application for two real cases.Fil: Toum, Jorge Ezequiel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Provincia de Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Universidad Nacional de Cuyo. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales; ArgentinaFil: Pitte, Pedro Miguel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Provincia de Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Universidad Nacional de Cuyo. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales; ArgentinaTechnische Universitaet Wien2023-05info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/zipapplication/pdfhttp://hdl.handle.net/11336/233037Toum, Jorge Ezequiel; Pitte, Pedro Miguel; Hydrotoolbox, a package for hydrometeorological data management; Technische Universitaet Wien; R Journal; 15; 2; 5-2023; 25-382073-4859CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://journal.r-project.org/articles/RJ-2023-041/info:eu-repo/semantics/altIdentifier/doi/10.32614/RJ-2023-041info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-10T13:03:11Zoai:ri.conicet.gov.ar:11336/233037instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-10 13:03:12.129CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Hydrotoolbox, a package for hydrometeorological data management
title Hydrotoolbox, a package for hydrometeorological data management
spellingShingle Hydrotoolbox, a package for hydrometeorological data management
Toum, Jorge Ezequiel
HYDROTOOLBOX
HYDRO-METEOROLOGICAL STATIONS
R PACKAGE
DATA ANALYSIS
title_short Hydrotoolbox, a package for hydrometeorological data management
title_full Hydrotoolbox, a package for hydrometeorological data management
title_fullStr Hydrotoolbox, a package for hydrometeorological data management
title_full_unstemmed Hydrotoolbox, a package for hydrometeorological data management
title_sort Hydrotoolbox, a package for hydrometeorological data management
dc.creator.none.fl_str_mv Toum, Jorge Ezequiel
Pitte, Pedro Miguel
author Toum, Jorge Ezequiel
author_facet Toum, Jorge Ezequiel
Pitte, Pedro Miguel
author_role author
author2 Pitte, Pedro Miguel
author2_role author
dc.subject.none.fl_str_mv HYDROTOOLBOX
HYDRO-METEOROLOGICAL STATIONS
R PACKAGE
DATA ANALYSIS
topic HYDROTOOLBOX
HYDRO-METEOROLOGICAL STATIONS
R PACKAGE
DATA ANALYSIS
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.5
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv The hydrometeorological data provided by federal agencies, research groups and private companies are heterogeneous: records are kept in different formats, quality control processes are not the same and may even vary within a given agency, variables are not always recorded with the same temporal resolution, there are data gaps and doubtful values. Once these problems are dealt with, it is useful to have tools to safely store and manipulate the series, providing temporal aggregation, dynamic visualization for analysis, static graphics to publish and/or communicate results, techniques to correct and/or modify the series, among others. Here we introduce a package written in the R language using object-oriented programming and designed to accomplish these objectives, giving to the user a general framework to work with any kind of  hydrometeorological series. We present the package design, its strengths, limitations and show its application for two real cases.
Fil: Toum, Jorge Ezequiel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Provincia de Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Universidad Nacional de Cuyo. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales; Argentina
Fil: Pitte, Pedro Miguel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Provincia de Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Universidad Nacional de Cuyo. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales; Argentina
description The hydrometeorological data provided by federal agencies, research groups and private companies are heterogeneous: records are kept in different formats, quality control processes are not the same and may even vary within a given agency, variables are not always recorded with the same temporal resolution, there are data gaps and doubtful values. Once these problems are dealt with, it is useful to have tools to safely store and manipulate the series, providing temporal aggregation, dynamic visualization for analysis, static graphics to publish and/or communicate results, techniques to correct and/or modify the series, among others. Here we introduce a package written in the R language using object-oriented programming and designed to accomplish these objectives, giving to the user a general framework to work with any kind of  hydrometeorological series. We present the package design, its strengths, limitations and show its application for two real cases.
publishDate 2023
dc.date.none.fl_str_mv 2023-05
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/233037
Toum, Jorge Ezequiel; Pitte, Pedro Miguel; Hydrotoolbox, a package for hydrometeorological data management; Technische Universitaet Wien; R Journal; 15; 2; 5-2023; 25-38
2073-4859
CONICET Digital
CONICET
url http://hdl.handle.net/11336/233037
identifier_str_mv Toum, Jorge Ezequiel; Pitte, Pedro Miguel; Hydrotoolbox, a package for hydrometeorological data management; Technische Universitaet Wien; R Journal; 15; 2; 5-2023; 25-38
2073-4859
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://journal.r-project.org/articles/RJ-2023-041/
info:eu-repo/semantics/altIdentifier/doi/10.32614/RJ-2023-041
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/zip
application/pdf
dc.publisher.none.fl_str_mv Technische Universitaet Wien
publisher.none.fl_str_mv Technische Universitaet Wien
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
_version_ 1842980066975285248
score 12.993085

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