Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sector

Autores
Bravo, M. A.; Molina, Maria Graciela; Martínez Ledesma, Miguel; de Haro Barbás, Blas Federico; Urra, B.; Elias, Ana Georgina; Souza, J.; Villalobos, C.; Namour, Jorge Habib; Ovalle, E.; Venchiarutti, José Valentín; Blunier, S.; Valdés Abreu, J.C.; Guillermo, Eduardo Daniel; Rojo, E.; de Pasquale, Lorenzo; Carrasco, E.; Leiva, R.; Castillo Rivera, C.; Foppiano, A.; Milla, M.; Muñoz, P. R.; Stepanova, M.; Valdivia, J. A.; Cabrera, Miguel Angel
Año de publicación
2022
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
In this work, we evaluate the SUPIM-INPE model prediction of the 14 December 2020, total solar eclipse over the South American continent. We compare the predictions with data from multiple instruments for monitoring the ionosphere and with different obscuration percentages (i.e., Jicamarca, 12.0°S, 76.8°W, 17%; Tucumán 26.9°S, 65.4° W, 49%; Chillán 36.6°S, 72.0°W; and Bahía Blanca, 38.7°S, 62.3°W, reach 95% obscuration) due to the eclipse. The analysis is done under total eclipse conditions and non-total eclipse conditions. Results obtained suggest that the model was able to reproduce with high accuracy both the daily variation and the eclipse impacts of E and F1 layers in the majority of the stations evaluated (except in Jicamarca station). The comparison at the F2 layer indicates small differences (<7.8%) between the predictions and observations at all stations during the eclipse periods. Additionally, statistical metrics reinforce the conclusion of a good performance of the model. Predicted and calibrated Total Electron Content (TEC, using 3 different techniques) are also compared. Results show that, although none of the selected TEC calibration methods have a good agreement with the SUPIM-INPE prediction, they exhibit similar trends in most of the cases. We also analyze data from the Jicamarca Incoherent Scatter Radar (ISR), and Swarm-A and GOLD missions. The electron temperature changes observed in ISR and Swarm-A are underestimated by the prediction. Also, important changes in the O/N2 ratio due to the eclipse, have been observed with GOLD mission data. Thus, future versions of the SUPIM-INPE model for eclipse conditions should consider effects on thermospheric winds and changes in composition, specifically in the O/N2 ratio.
Fil: Bravo, M. A.. Universidad de Concepción; Chile. Universidad Adventista de Chile; Chile
Fil: Molina, Maria Graciela. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tucumán; Argentina. Istituto Nazionale di Geofisica e Vulcanologia; Italia. Universidad Nacional de Tucumán. Facultad de Ciencias Exactas y Tecnología; Argentina
Fil: Martínez Ledesma, Miguel. Universidad de Concepción; Chile
Fil: de Haro Barbás, Blas Federico. Universidad Nacional de Tucumán; Argentina
Fil: Urra, B.. Universidad Adventista de Chile; Chile
Fil: Elias, Ana Georgina. Universidad Nacional de Tucumán. Instituto de Física del Noroeste Argentino. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet Noa Sur. Instituto de Física del Noroeste Argentino; Argentina
Fil: Souza, J.. Centro de Previsao de Tempo e Estudos Climáticos. Instituto Nacional de Pesquisas Espaciais; Brasil
Fil: Villalobos, C.. Universidad Adventista de Chile; Chile
Fil: Namour, Jorge Habib. Universidad Nacional de Tucumán. Facultad de Ciencias Exactas y Tecnología; Argentina
Fil: Ovalle, E.. Universidad de Concepción; Chile
Fil: Venchiarutti, José Valentín. Universidad Nacional de Tucumán. Facultad de Ciencias Exactas y Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tucumán; Argentina
Fil: Blunier, S.. Universidad de Chile; Chile
Fil: Valdés Abreu, J.C.. Universidad de Chile; Chile
Fil: Guillermo, Eduardo Daniel. Universidad Tecnológica Nacional; Argentina
Fil: Rojo, E.. Universidad Adventista de Chile; Chile
Fil: de Pasquale, Lorenzo. Universidad Tecnológica Nacional; Argentina
Fil: Carrasco, E.. Universidad Adventista de Chile; Chile
Fil: Leiva, R.. Universidad Adventista de Chile; Chile
Fil: Castillo Rivera, C.. Universidad de Concepción; Chile
Fil: Foppiano, A.. Universidad de Concepción; Chile
Fil: Milla, M.. Pontificia Universidad Católica de Perú; Perú
Fil: Muñoz, P. R.. Universidad de La Serena; Chile
Fil: Stepanova, M.. Universidad de Santiago de Chile; Chile
Fil: Valdivia, J. A.. Universidad de Chile; Chile
Fil: Cabrera, Miguel Angel. Universidad Nacional de Tucumán; Argentina
Materia
ECLIPSE CONDITION
IONOSPHERIC MODELING AND PREDICTION
IONOSPHERIC RESPONSE
SOUTH AMERICAN SECTOR
TOTAL SOLAR ECLIPSE
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:11336/218285

id CONICETDig_0256e4256f2418b9517ef193661e26bb
oai_identifier_str oai:ri.conicet.gov.ar:11336/218285
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sectorBravo, M. A.Molina, Maria GracielaMartínez Ledesma, Miguelde Haro Barbás, Blas FedericoUrra, B.Elias, Ana GeorginaSouza, J.Villalobos, C.Namour, Jorge HabibOvalle, E.Venchiarutti, José ValentínBlunier, S.Valdés Abreu, J.C.Guillermo, Eduardo DanielRojo, E.de Pasquale, LorenzoCarrasco, E.Leiva, R.Castillo Rivera, C.Foppiano, A.Milla, M.Muñoz, P. R.Stepanova, M.Valdivia, J. A.Cabrera, Miguel AngelECLIPSE CONDITIONIONOSPHERIC MODELING AND PREDICTIONIONOSPHERIC RESPONSESOUTH AMERICAN SECTORTOTAL SOLAR ECLIPSEhttps://purl.org/becyt/ford/1.5https://purl.org/becyt/ford/1In this work, we evaluate the SUPIM-INPE model prediction of the 14 December 2020, total solar eclipse over the South American continent. We compare the predictions with data from multiple instruments for monitoring the ionosphere and with different obscuration percentages (i.e., Jicamarca, 12.0°S, 76.8°W, 17%; Tucumán 26.9°S, 65.4° W, 49%; Chillán 36.6°S, 72.0°W; and Bahía Blanca, 38.7°S, 62.3°W, reach 95% obscuration) due to the eclipse. The analysis is done under total eclipse conditions and non-total eclipse conditions. Results obtained suggest that the model was able to reproduce with high accuracy both the daily variation and the eclipse impacts of E and F1 layers in the majority of the stations evaluated (except in Jicamarca station). The comparison at the F2 layer indicates small differences (<7.8%) between the predictions and observations at all stations during the eclipse periods. Additionally, statistical metrics reinforce the conclusion of a good performance of the model. Predicted and calibrated Total Electron Content (TEC, using 3 different techniques) are also compared. Results show that, although none of the selected TEC calibration methods have a good agreement with the SUPIM-INPE prediction, they exhibit similar trends in most of the cases. We also analyze data from the Jicamarca Incoherent Scatter Radar (ISR), and Swarm-A and GOLD missions. The electron temperature changes observed in ISR and Swarm-A are underestimated by the prediction. Also, important changes in the O/N2 ratio due to the eclipse, have been observed with GOLD mission data. Thus, future versions of the SUPIM-INPE model for eclipse conditions should consider effects on thermospheric winds and changes in composition, specifically in the O/N2 ratio.Fil: Bravo, M. A.. Universidad de Concepción; Chile. Universidad Adventista de Chile; ChileFil: Molina, Maria Graciela. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tucumán; Argentina. Istituto Nazionale di Geofisica e Vulcanologia; Italia. Universidad Nacional de Tucumán. Facultad de Ciencias Exactas y Tecnología; ArgentinaFil: Martínez Ledesma, Miguel. Universidad de Concepción; ChileFil: de Haro Barbás, Blas Federico. Universidad Nacional de Tucumán; ArgentinaFil: Urra, B.. Universidad Adventista de Chile; ChileFil: Elias, Ana Georgina. Universidad Nacional de Tucumán. Instituto de Física del Noroeste Argentino. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet Noa Sur. Instituto de Física del Noroeste Argentino; ArgentinaFil: Souza, J.. Centro de Previsao de Tempo e Estudos Climáticos. Instituto Nacional de Pesquisas Espaciais; BrasilFil: Villalobos, C.. Universidad Adventista de Chile; ChileFil: Namour, Jorge Habib. Universidad Nacional de Tucumán. Facultad de Ciencias Exactas y Tecnología; ArgentinaFil: Ovalle, E.. Universidad de Concepción; ChileFil: Venchiarutti, José Valentín. Universidad Nacional de Tucumán. Facultad de Ciencias Exactas y Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tucumán; ArgentinaFil: Blunier, S.. Universidad de Chile; ChileFil: Valdés Abreu, J.C.. Universidad de Chile; ChileFil: Guillermo, Eduardo Daniel. Universidad Tecnológica Nacional; ArgentinaFil: Rojo, E.. Universidad Adventista de Chile; ChileFil: de Pasquale, Lorenzo. Universidad Tecnológica Nacional; ArgentinaFil: Carrasco, E.. Universidad Adventista de Chile; ChileFil: Leiva, R.. Universidad Adventista de Chile; ChileFil: Castillo Rivera, C.. Universidad de Concepción; ChileFil: Foppiano, A.. Universidad de Concepción; ChileFil: Milla, M.. Pontificia Universidad Católica de Perú; PerúFil: Muñoz, P. R.. Universidad de La Serena; ChileFil: Stepanova, M.. Universidad de Santiago de Chile; ChileFil: Valdivia, J. A.. Universidad de Chile; ChileFil: Cabrera, Miguel Angel. Universidad Nacional de Tucumán; ArgentinaFrontiers Media2022-12info: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/11336/218285Bravo, M. A.; Molina, Maria Graciela; Martínez Ledesma, Miguel; de Haro Barbás, Blas Federico; Urra, B.; et al.; Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sector; Frontiers Media; Frontiers in Astronomy and Space Sciences; 9; 1021910; 12-2022; 1-212296-987XCONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.3389/fspas.2022.1021910info:eu-repo/semantics/altIdentifier/url/https://www.frontiersin.org/articles/10.3389/fspas.2022.1021910/fullinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T10:22:30Zoai:ri.conicet.gov.ar:11336/218285instacron: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:34982025-09-29 10:22:31.018CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sector
title Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sector
spellingShingle Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sector
Bravo, M. A.
ECLIPSE CONDITION
IONOSPHERIC MODELING AND PREDICTION
IONOSPHERIC RESPONSE
SOUTH AMERICAN SECTOR
TOTAL SOLAR ECLIPSE
title_short Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sector
title_full Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sector
title_fullStr Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sector
title_full_unstemmed Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sector
title_sort Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sector
dc.creator.none.fl_str_mv Bravo, M. A.
Molina, Maria Graciela
Martínez Ledesma, Miguel
de Haro Barbás, Blas Federico
Urra, B.
Elias, Ana Georgina
Souza, J.
Villalobos, C.
Namour, Jorge Habib
Ovalle, E.
Venchiarutti, José Valentín
Blunier, S.
Valdés Abreu, J.C.
Guillermo, Eduardo Daniel
Rojo, E.
de Pasquale, Lorenzo
Carrasco, E.
Leiva, R.
Castillo Rivera, C.
Foppiano, A.
Milla, M.
Muñoz, P. R.
Stepanova, M.
Valdivia, J. A.
Cabrera, Miguel Angel
author Bravo, M. A.
author_facet Bravo, M. A.
Molina, Maria Graciela
Martínez Ledesma, Miguel
de Haro Barbás, Blas Federico
Urra, B.
Elias, Ana Georgina
Souza, J.
Villalobos, C.
Namour, Jorge Habib
Ovalle, E.
Venchiarutti, José Valentín
Blunier, S.
Valdés Abreu, J.C.
Guillermo, Eduardo Daniel
Rojo, E.
de Pasquale, Lorenzo
Carrasco, E.
Leiva, R.
Castillo Rivera, C.
Foppiano, A.
Milla, M.
Muñoz, P. R.
Stepanova, M.
Valdivia, J. A.
Cabrera, Miguel Angel
author_role author
author2 Molina, Maria Graciela
Martínez Ledesma, Miguel
de Haro Barbás, Blas Federico
Urra, B.
Elias, Ana Georgina
Souza, J.
Villalobos, C.
Namour, Jorge Habib
Ovalle, E.
Venchiarutti, José Valentín
Blunier, S.
Valdés Abreu, J.C.
Guillermo, Eduardo Daniel
Rojo, E.
de Pasquale, Lorenzo
Carrasco, E.
Leiva, R.
Castillo Rivera, C.
Foppiano, A.
Milla, M.
Muñoz, P. R.
Stepanova, M.
Valdivia, J. A.
Cabrera, Miguel Angel
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv ECLIPSE CONDITION
IONOSPHERIC MODELING AND PREDICTION
IONOSPHERIC RESPONSE
SOUTH AMERICAN SECTOR
TOTAL SOLAR ECLIPSE
topic ECLIPSE CONDITION
IONOSPHERIC MODELING AND PREDICTION
IONOSPHERIC RESPONSE
SOUTH AMERICAN SECTOR
TOTAL SOLAR ECLIPSE
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.5
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv In this work, we evaluate the SUPIM-INPE model prediction of the 14 December 2020, total solar eclipse over the South American continent. We compare the predictions with data from multiple instruments for monitoring the ionosphere and with different obscuration percentages (i.e., Jicamarca, 12.0°S, 76.8°W, 17%; Tucumán 26.9°S, 65.4° W, 49%; Chillán 36.6°S, 72.0°W; and Bahía Blanca, 38.7°S, 62.3°W, reach 95% obscuration) due to the eclipse. The analysis is done under total eclipse conditions and non-total eclipse conditions. Results obtained suggest that the model was able to reproduce with high accuracy both the daily variation and the eclipse impacts of E and F1 layers in the majority of the stations evaluated (except in Jicamarca station). The comparison at the F2 layer indicates small differences (<7.8%) between the predictions and observations at all stations during the eclipse periods. Additionally, statistical metrics reinforce the conclusion of a good performance of the model. Predicted and calibrated Total Electron Content (TEC, using 3 different techniques) are also compared. Results show that, although none of the selected TEC calibration methods have a good agreement with the SUPIM-INPE prediction, they exhibit similar trends in most of the cases. We also analyze data from the Jicamarca Incoherent Scatter Radar (ISR), and Swarm-A and GOLD missions. The electron temperature changes observed in ISR and Swarm-A are underestimated by the prediction. Also, important changes in the O/N2 ratio due to the eclipse, have been observed with GOLD mission data. Thus, future versions of the SUPIM-INPE model for eclipse conditions should consider effects on thermospheric winds and changes in composition, specifically in the O/N2 ratio.
Fil: Bravo, M. A.. Universidad de Concepción; Chile. Universidad Adventista de Chile; Chile
Fil: Molina, Maria Graciela. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tucumán; Argentina. Istituto Nazionale di Geofisica e Vulcanologia; Italia. Universidad Nacional de Tucumán. Facultad de Ciencias Exactas y Tecnología; Argentina
Fil: Martínez Ledesma, Miguel. Universidad de Concepción; Chile
Fil: de Haro Barbás, Blas Federico. Universidad Nacional de Tucumán; Argentina
Fil: Urra, B.. Universidad Adventista de Chile; Chile
Fil: Elias, Ana Georgina. Universidad Nacional de Tucumán. Instituto de Física del Noroeste Argentino. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet Noa Sur. Instituto de Física del Noroeste Argentino; Argentina
Fil: Souza, J.. Centro de Previsao de Tempo e Estudos Climáticos. Instituto Nacional de Pesquisas Espaciais; Brasil
Fil: Villalobos, C.. Universidad Adventista de Chile; Chile
Fil: Namour, Jorge Habib. Universidad Nacional de Tucumán. Facultad de Ciencias Exactas y Tecnología; Argentina
Fil: Ovalle, E.. Universidad de Concepción; Chile
Fil: Venchiarutti, José Valentín. Universidad Nacional de Tucumán. Facultad de Ciencias Exactas y Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tucumán; Argentina
Fil: Blunier, S.. Universidad de Chile; Chile
Fil: Valdés Abreu, J.C.. Universidad de Chile; Chile
Fil: Guillermo, Eduardo Daniel. Universidad Tecnológica Nacional; Argentina
Fil: Rojo, E.. Universidad Adventista de Chile; Chile
Fil: de Pasquale, Lorenzo. Universidad Tecnológica Nacional; Argentina
Fil: Carrasco, E.. Universidad Adventista de Chile; Chile
Fil: Leiva, R.. Universidad Adventista de Chile; Chile
Fil: Castillo Rivera, C.. Universidad de Concepción; Chile
Fil: Foppiano, A.. Universidad de Concepción; Chile
Fil: Milla, M.. Pontificia Universidad Católica de Perú; Perú
Fil: Muñoz, P. R.. Universidad de La Serena; Chile
Fil: Stepanova, M.. Universidad de Santiago de Chile; Chile
Fil: Valdivia, J. A.. Universidad de Chile; Chile
Fil: Cabrera, Miguel Angel. Universidad Nacional de Tucumán; Argentina
description In this work, we evaluate the SUPIM-INPE model prediction of the 14 December 2020, total solar eclipse over the South American continent. We compare the predictions with data from multiple instruments for monitoring the ionosphere and with different obscuration percentages (i.e., Jicamarca, 12.0°S, 76.8°W, 17%; Tucumán 26.9°S, 65.4° W, 49%; Chillán 36.6°S, 72.0°W; and Bahía Blanca, 38.7°S, 62.3°W, reach 95% obscuration) due to the eclipse. The analysis is done under total eclipse conditions and non-total eclipse conditions. Results obtained suggest that the model was able to reproduce with high accuracy both the daily variation and the eclipse impacts of E and F1 layers in the majority of the stations evaluated (except in Jicamarca station). The comparison at the F2 layer indicates small differences (<7.8%) between the predictions and observations at all stations during the eclipse periods. Additionally, statistical metrics reinforce the conclusion of a good performance of the model. Predicted and calibrated Total Electron Content (TEC, using 3 different techniques) are also compared. Results show that, although none of the selected TEC calibration methods have a good agreement with the SUPIM-INPE prediction, they exhibit similar trends in most of the cases. We also analyze data from the Jicamarca Incoherent Scatter Radar (ISR), and Swarm-A and GOLD missions. The electron temperature changes observed in ISR and Swarm-A are underestimated by the prediction. Also, important changes in the O/N2 ratio due to the eclipse, have been observed with GOLD mission data. Thus, future versions of the SUPIM-INPE model for eclipse conditions should consider effects on thermospheric winds and changes in composition, specifically in the O/N2 ratio.
publishDate 2022
dc.date.none.fl_str_mv 2022-12
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/11336/218285
Bravo, M. A.; Molina, Maria Graciela; Martínez Ledesma, Miguel; de Haro Barbás, Blas Federico; Urra, B.; et al.; Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sector; Frontiers Media; Frontiers in Astronomy and Space Sciences; 9; 1021910; 12-2022; 1-21
2296-987X
CONICET Digital
CONICET
url http://hdl.handle.net/11336/218285
identifier_str_mv Bravo, M. A.; Molina, Maria Graciela; Martínez Ledesma, Miguel; de Haro Barbás, Blas Federico; Urra, B.; et al.; Ionospheric response modeling under eclipse conditions: Evaluation of 14 December 2020, total solar eclipse prediction over the South American sector; Frontiers Media; Frontiers in Astronomy and Space Sciences; 9; 1021910; 12-2022; 1-21
2296-987X
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.3389/fspas.2022.1021910
info:eu-repo/semantics/altIdentifier/url/https://www.frontiersin.org/articles/10.3389/fspas.2022.1021910/full
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/pdf
application/pdf
dc.publisher.none.fl_str_mv Frontiers Media
publisher.none.fl_str_mv Frontiers Media
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_ 1844614216836710400
score 13.070432