Reconstruction of historical hygrometric time series for the application of the European standard EN 15757:2010 and its comparison with current time series

[EN] The quality and quantity of thermo-hygrometric data are essential to carry out an appropriate assessment of the microclimate from a preventive conservation standpoint in those spaces where the artefacts to be preserved are located. These analyses are fundamental for long-term preventive conserv...

Full description

Bibliographic Details
Authors: Díaz-Arellano, Ignacio, Aransay, Cristina, Gonzalez de Aspuru, Sara, Laborda Macario, Jaime, Zarzo Castelló, Manuel|||0000-0002-8361-0554, Perles, Angel|||0000-0002-5782-4284
Format: article
Publication Date:2023
Country:España
Institution:Universitat Politècnica de València (UPV)
Repository:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Language:English
OAI Identifier:oai:riunet.upv.es:10251/201081
Online Access:https://riunet.upv.es/handle/10251/201081
Access Level:Open access
Keyword:Preventive conservation
Microclimate monitoring
Cultural heritage
Multivariate statistics
ESTADISTICA E INVESTIGACION OPERATIVA
ARQUITECTURA Y TECNOLOGIA DE COMPUTADORES
id ES_d9feaac8c035b697645d7f8f8e4bb2cf
oai_identifier_str oai:riunet.upv.es:10251/201081
network_acronym_str ES
network_name_str España
repository_id_str
spelling Reconstruction of historical hygrometric time series for the application of the European standard EN 15757:2010 and its comparison with current time seriesDíaz-Arellano, IgnacioAransay, CristinaGonzalez de Aspuru, SaraLaborda Macario, JaimeZarzo Castelló, Manuel|||0000-0002-8361-0554Perles, Angel|||0000-0002-5782-4284Preventive conservationMicroclimate monitoringCultural heritageMultivariate statisticsESTADISTICA E INVESTIGACION OPERATIVAARQUITECTURA Y TECNOLOGIA DE COMPUTADORES[EN] The quality and quantity of thermo-hygrometric data are essential to carry out an appropriate assessment of the microclimate from a preventive conservation standpoint in those spaces where the artefacts to be preserved are located. These analyses are fundamental for long-term preventive conservation plan to assess chemical, biological or fracture risks. However, many small and medium-sized museums as well as heritage buildings have only a limited amount of historical data, with various problems that hinder the evaluation of microclimatic conditions. Two of the most common problems are short monitoring time periods, usually less than one year, and low sampling rates of measurements. In many of these situations, guidelines such as the European standard EN 15757:2010 cannot be applied because they require a monitoring period of at least 13 months and a minimum sampling frequency of one measurement per hour. In addition to these issues, there are other drawbacks such as missing values or lack of regularity in data collection. This paper proposes a procedure for the reconstruction of historical thermo-hygrometric data using multivariate statistical methods. The methodology allows the arrangement of long historical series of sufficient quality, enabling museums to restore their datasets for further analysis regarding the application of guidelines for preventive conservation. The methodology has been validated on the basis of real data. The application of the European standard EN 15757:2010 is presented as a practical example of the procedure using historical data collected at a partner museum of the H2020 CollectionCare project, together with data currently being collected for some months by a set of wireless sensor nodes.his research was funded by the European Union's Horizon 2020 research and innovation program under Grant agreement No. 814624BioMed CentralDepartamento de Informática de Sistemas y ComputadoresInstituto Universitario de Tecnologías de la Información y ComunicacionesDepartamento de Estadística e Investigación Operativa Aplicadas y CalidadEscuela Técnica Superior de Ingeniería Aeroespacial y Diseño IndustrialEscuela Técnica Superior de Ingeniería InformáticaGrupo de Ingeniería Estadística Multivariante GIEMCOMISION DE LAS COMUNIDADES EUROPEARepositorio Institucional de la Universitat Politècnica de València Riunet20232023-03-08journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttps://riunet.upv.es/handle/10251/201081reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valénciainstname:Universitat Politècnica de València (UPV)InglésengEuropean Commission https://doi.org/10.13039/501100000780 H2020 814624open accesshttp://purl.org/coar/access_right/c_abf2Reconocimiento (by)http://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessoai:riunet.upv.es:10251/2010812026-06-13T07:49:27Z
dc.title.none.fl_str_mv Reconstruction of historical hygrometric time series for the application of the European standard EN 15757:2010 and its comparison with current time series
title Reconstruction of historical hygrometric time series for the application of the European standard EN 15757:2010 and its comparison with current time series
spellingShingle Reconstruction of historical hygrometric time series for the application of the European standard EN 15757:2010 and its comparison with current time series
Díaz-Arellano, Ignacio
Preventive conservation
Microclimate monitoring
Cultural heritage
Multivariate statistics
ESTADISTICA E INVESTIGACION OPERATIVA
ARQUITECTURA Y TECNOLOGIA DE COMPUTADORES
title_short Reconstruction of historical hygrometric time series for the application of the European standard EN 15757:2010 and its comparison with current time series
title_full Reconstruction of historical hygrometric time series for the application of the European standard EN 15757:2010 and its comparison with current time series
title_fullStr Reconstruction of historical hygrometric time series for the application of the European standard EN 15757:2010 and its comparison with current time series
title_full_unstemmed Reconstruction of historical hygrometric time series for the application of the European standard EN 15757:2010 and its comparison with current time series
title_sort Reconstruction of historical hygrometric time series for the application of the European standard EN 15757:2010 and its comparison with current time series
dc.creator.none.fl_str_mv Díaz-Arellano, Ignacio
Aransay, Cristina
Gonzalez de Aspuru, Sara
Laborda Macario, Jaime
Zarzo Castelló, Manuel|||0000-0002-8361-0554
Perles, Angel|||0000-0002-5782-4284
author Díaz-Arellano, Ignacio
author_facet Díaz-Arellano, Ignacio
Aransay, Cristina
Gonzalez de Aspuru, Sara
Laborda Macario, Jaime
Zarzo Castelló, Manuel|||0000-0002-8361-0554
Perles, Angel|||0000-0002-5782-4284
author_role author
author2 Aransay, Cristina
Gonzalez de Aspuru, Sara
Laborda Macario, Jaime
Zarzo Castelló, Manuel|||0000-0002-8361-0554
Perles, Angel|||0000-0002-5782-4284
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Departamento de Informática de Sistemas y Computadores
Instituto Universitario de Tecnologías de la Información y Comunicaciones
Departamento de Estadística e Investigación Operativa Aplicadas y Calidad
Escuela Técnica Superior de Ingeniería Aeroespacial y Diseño Industrial
Escuela Técnica Superior de Ingeniería Informática
Grupo de Ingeniería Estadística Multivariante GIEM
COMISION DE LAS COMUNIDADES EUROPEA
Repositorio Institucional de la Universitat Politècnica de València Riunet
dc.subject.none.fl_str_mv Preventive conservation
Microclimate monitoring
Cultural heritage
Multivariate statistics
ESTADISTICA E INVESTIGACION OPERATIVA
ARQUITECTURA Y TECNOLOGIA DE COMPUTADORES
topic Preventive conservation
Microclimate monitoring
Cultural heritage
Multivariate statistics
ESTADISTICA E INVESTIGACION OPERATIVA
ARQUITECTURA Y TECNOLOGIA DE COMPUTADORES
description [EN] The quality and quantity of thermo-hygrometric data are essential to carry out an appropriate assessment of the microclimate from a preventive conservation standpoint in those spaces where the artefacts to be preserved are located. These analyses are fundamental for long-term preventive conservation plan to assess chemical, biological or fracture risks. However, many small and medium-sized museums as well as heritage buildings have only a limited amount of historical data, with various problems that hinder the evaluation of microclimatic conditions. Two of the most common problems are short monitoring time periods, usually less than one year, and low sampling rates of measurements. In many of these situations, guidelines such as the European standard EN 15757:2010 cannot be applied because they require a monitoring period of at least 13 months and a minimum sampling frequency of one measurement per hour. In addition to these issues, there are other drawbacks such as missing values or lack of regularity in data collection. This paper proposes a procedure for the reconstruction of historical thermo-hygrometric data using multivariate statistical methods. The methodology allows the arrangement of long historical series of sufficient quality, enabling museums to restore their datasets for further analysis regarding the application of guidelines for preventive conservation. The methodology has been validated on the basis of real data. The application of the European standard EN 15757:2010 is presented as a practical example of the procedure using historical data collected at a partner museum of the H2020 CollectionCare project, together with data currently being collected for some months by a set of wireless sensor nodes.
publishDate 2023
dc.date.none.fl_str_mv 2023
2023-03-08
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://riunet.upv.es/handle/10251/201081
url https://riunet.upv.es/handle/10251/201081
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv European Commission https://doi.org/10.13039/501100000780 H2020 814624
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reconocimiento (by)
http://creativecommons.org/licenses/by/4.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reconocimiento (by)
http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv BioMed Central
publisher.none.fl_str_mv BioMed Central
dc.source.none.fl_str_mv reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname:Universitat Politècnica de València (UPV)
instname_str Universitat Politècnica de València (UPV)
reponame_str RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
collection RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869421488074915840
score 15.301603

Similar Items