A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopy
- Autores
- Casado, Johanna Maria; Garcia, Beatriz Elena
- Año de publicación
- 2024
- Idioma
- inglés
- Tipo de recurso
- artículo
- Estado
- versión publicada
- Descripción
- In the past decade, multimodal data analysis has gained importance, especially for including individuals with visual impairments in education and science dissemination. However, its application in scientific research is still limited due to a lack of conclusive evidence on its robustness and performance. Various sonification tools have been developed, including xsonify, starsound, strauss, and sonouno, which aim to enhance accessibility for both sighted and visually impaired users. This contribution presents sonouno (a data visualization and sonification tool) using data, and comparing to corresponding visuals displays, from established data bases like SDSS, ASAS-SN, and Project Clea for astronomical data. We show that sonouno is able to replicate the visual data displays and provide consistent auditory representations. Key features include marking absorption and emission lines (in both visual and sonification) and multicolumn sonification, which facilitates spectral comparisons through sound. This approach ensures consistency between visual and auditory data, making multimodal displays more viable for use in research, enabling greater inclusion in astronomical investigation. The study suggests that sonouno could be broadly adopted in scientific research and used to develop multimodal training courses and improve data analysis methods.
Fil: Casado, Johanna Maria. Universidad Nacional de Misiones. Facultad de Ingeniería; Argentina. Universidad de Mendoza; Argentina
Fil: Garcia, Beatriz Elena. Universidad Tecnológica Nacional. Facultad Regional de Mendoza; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza; Argentina - Materia
-
Multimodal Data Analysys
Sonification
sonoUno software
User Center Design
Algorithms
Multimodal Astronomy - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
- Repositorio
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/248159
Ver los metadatos del registro completo
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A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopyCasado, Johanna MariaGarcia, Beatriz ElenaMultimodal Data AnalysysSonificationsonoUno softwareUser Center DesignAlgorithmsMultimodal Astronomyhttps://purl.org/becyt/ford/1.2https://purl.org/becyt/ford/1In the past decade, multimodal data analysis has gained importance, especially for including individuals with visual impairments in education and science dissemination. However, its application in scientific research is still limited due to a lack of conclusive evidence on its robustness and performance. Various sonification tools have been developed, including xsonify, starsound, strauss, and sonouno, which aim to enhance accessibility for both sighted and visually impaired users. This contribution presents sonouno (a data visualization and sonification tool) using data, and comparing to corresponding visuals displays, from established data bases like SDSS, ASAS-SN, and Project Clea for astronomical data. We show that sonouno is able to replicate the visual data displays and provide consistent auditory representations. Key features include marking absorption and emission lines (in both visual and sonification) and multicolumn sonification, which facilitates spectral comparisons through sound. This approach ensures consistency between visual and auditory data, making multimodal displays more viable for use in research, enabling greater inclusion in astronomical investigation. The study suggests that sonouno could be broadly adopted in scientific research and used to develop multimodal training courses and improve data analysis methods.Fil: Casado, Johanna Maria. Universidad Nacional de Misiones. Facultad de Ingeniería; Argentina. Universidad de Mendoza; ArgentinaFil: Garcia, Beatriz Elena. Universidad Tecnológica Nacional. Facultad Regional de Mendoza; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza; ArgentinaOxford University Press2024-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/248159Casado, Johanna Maria; Garcia, Beatriz Elena; A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopy; Oxford University Press; RAS Techniques and Instruments; 3; 1; 1-2024; 625-6352752-8200CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://academic.oup.com/rasti/article/3/1/625/7840380info:eu-repo/semantics/altIdentifier/doi/10.1093/rasti/rzae042info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-03T10:10:18Zoai:ri.conicet.gov.ar:11336/248159instacron: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:34982025-09-03 10:10:18.602CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse |
dc.title.none.fl_str_mv |
A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopy |
title |
A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopy |
spellingShingle |
A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopy Casado, Johanna Maria Multimodal Data Analysys Sonification sonoUno software User Center Design Algorithms Multimodal Astronomy |
title_short |
A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopy |
title_full |
A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopy |
title_fullStr |
A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopy |
title_full_unstemmed |
A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopy |
title_sort |
A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopy |
dc.creator.none.fl_str_mv |
Casado, Johanna Maria Garcia, Beatriz Elena |
author |
Casado, Johanna Maria |
author_facet |
Casado, Johanna Maria Garcia, Beatriz Elena |
author_role |
author |
author2 |
Garcia, Beatriz Elena |
author2_role |
author |
dc.subject.none.fl_str_mv |
Multimodal Data Analysys Sonification sonoUno software User Center Design Algorithms Multimodal Astronomy |
topic |
Multimodal Data Analysys Sonification sonoUno software User Center Design Algorithms Multimodal Astronomy |
purl_subject.fl_str_mv |
https://purl.org/becyt/ford/1.2 https://purl.org/becyt/ford/1 |
dc.description.none.fl_txt_mv |
In the past decade, multimodal data analysis has gained importance, especially for including individuals with visual impairments in education and science dissemination. However, its application in scientific research is still limited due to a lack of conclusive evidence on its robustness and performance. Various sonification tools have been developed, including xsonify, starsound, strauss, and sonouno, which aim to enhance accessibility for both sighted and visually impaired users. This contribution presents sonouno (a data visualization and sonification tool) using data, and comparing to corresponding visuals displays, from established data bases like SDSS, ASAS-SN, and Project Clea for astronomical data. We show that sonouno is able to replicate the visual data displays and provide consistent auditory representations. Key features include marking absorption and emission lines (in both visual and sonification) and multicolumn sonification, which facilitates spectral comparisons through sound. This approach ensures consistency between visual and auditory data, making multimodal displays more viable for use in research, enabling greater inclusion in astronomical investigation. The study suggests that sonouno could be broadly adopted in scientific research and used to develop multimodal training courses and improve data analysis methods. Fil: Casado, Johanna Maria. Universidad Nacional de Misiones. Facultad de Ingeniería; Argentina. Universidad de Mendoza; Argentina Fil: Garcia, Beatriz Elena. Universidad Tecnológica Nacional. Facultad Regional de Mendoza; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza; Argentina |
description |
In the past decade, multimodal data analysis has gained importance, especially for including individuals with visual impairments in education and science dissemination. However, its application in scientific research is still limited due to a lack of conclusive evidence on its robustness and performance. Various sonification tools have been developed, including xsonify, starsound, strauss, and sonouno, which aim to enhance accessibility for both sighted and visually impaired users. This contribution presents sonouno (a data visualization and sonification tool) using data, and comparing to corresponding visuals displays, from established data bases like SDSS, ASAS-SN, and Project Clea for astronomical data. We show that sonouno is able to replicate the visual data displays and provide consistent auditory representations. Key features include marking absorption and emission lines (in both visual and sonification) and multicolumn sonification, which facilitates spectral comparisons through sound. This approach ensures consistency between visual and auditory data, making multimodal displays more viable for use in research, enabling greater inclusion in astronomical investigation. The study suggests that sonouno could be broadly adopted in scientific research and used to develop multimodal training courses and improve data analysis methods. |
publishDate |
2024 |
dc.date.none.fl_str_mv |
2024-01 |
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/11336/248159 Casado, Johanna Maria; Garcia, Beatriz Elena; A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopy; Oxford University Press; RAS Techniques and Instruments; 3; 1; 1-2024; 625-635 2752-8200 CONICET Digital CONICET |
url |
http://hdl.handle.net/11336/248159 |
identifier_str_mv |
Casado, Johanna Maria; Garcia, Beatriz Elena; A multimodal approach to data analysis in astronomy: sonouno applications in photometry and spectroscopy; Oxford University Press; RAS Techniques and Instruments; 3; 1; 1-2024; 625-635 2752-8200 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://academic.oup.com/rasti/article/3/1/625/7840380 info:eu-repo/semantics/altIdentifier/doi/10.1093/rasti/rzae042 |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
dc.format.none.fl_str_mv |
application/pdf application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
Oxford University Press |
publisher.none.fl_str_mv |
Oxford University Press |
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 |
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13.13397 |