Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia City

Autores
Represa, Natacha Soledad; Fernández Sarría, Alfonso; Porta, Atilio Andrés; Palomar Vázquez, Jesús
Año de publicación
2018
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
The estimation of exposure to PM 10 and PM 2.5 requires the knowledge of surface concentration at high temporal and spatial resolutions. In this paper, the relation between PM10 and PM 2.5 ground data and MODIS AOD satellite data has been evaluated to determine the concentration of particulate matter in Valencia, Spain. This was done using data from the Valencian Network of Surveillance and Control of Air Pollution and the scientific data set "Optical Depth Land and Ocean" from MODIS Terra and Aqua with 3km of spatial resolution. The linear regression model for PM 10 provided a regression slope of 25.99 μg.m -3 and an interception of 12.07 μg.m -3 (RMSE = 8.61 μg.m -3 ), while for PM2.5 the slope and interception were 26.87 μg.m -3 and 5.98 μg.m -3 (RMSE = 5.5 μg.m -3 ).
Fil: Represa, Natacha Soledad. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Departamento de Química. Centro de Investigaciones del Medio Ambiente; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Fernández Sarría, Alfonso. Universidad Politécnica de Valencia; España
Fil: Porta, Atilio Andrés. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Departamento de Química. Centro de Investigaciones del Medio Ambiente; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Palomar Vázquez, Jesús. Universidad Politécnica de Valencia; España
Materia
AIR QUALITY
AOD
MODIS
PARTICULATE MATTER
VALENCIA
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/86666
Acceder
id CONICETDig_8364021abd31e8b7a9a63614b80bb5d4
oai_identifier_str oai:ri.conicet.gov.ar:11336/86666
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia CityRepresa, Natacha SoledadFernández Sarría, AlfonsoPorta, Atilio AndrésPalomar Vázquez, JesúsAIR QUALITYAODMODISPARTICULATE MATTERVALENCIAhttps://purl.org/becyt/ford/2.7https://purl.org/becyt/ford/2The estimation of exposure to PM 10 and PM 2.5 requires the knowledge of surface concentration at high temporal and spatial resolutions. In this paper, the relation between PM10 and PM 2.5 ground data and MODIS AOD satellite data has been evaluated to determine the concentration of particulate matter in Valencia, Spain. This was done using data from the Valencian Network of Surveillance and Control of Air Pollution and the scientific data set "Optical Depth Land and Ocean" from MODIS Terra and Aqua with 3km of spatial resolution. The linear regression model for PM 10 provided a regression slope of 25.99 μg.m -3 and an interception of 12.07 μg.m -3 (RMSE = 8.61 μg.m -3 ), while for PM2.5 the slope and interception were 26.87 μg.m -3 and 5.98 μg.m -3 (RMSE = 5.5 μg.m -3 ).Fil: Represa, Natacha Soledad. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Departamento de Química. Centro de Investigaciones del Medio Ambiente; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Fernández Sarría, Alfonso. Universidad Politécnica de Valencia; EspañaFil: Porta, Atilio Andrés. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Departamento de Química. Centro de Investigaciones del Medio Ambiente; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Palomar Vázquez, Jesús. Universidad Politécnica de Valencia; EspañaInstitute of Electrical and Electronics Engineers2018-07info: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/11336/86666Represa, Natacha Soledad; Fernández Sarría, Alfonso; Porta, Atilio Andrés; Palomar Vázquez, Jesús; Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia City; Institute of Electrical and Electronics Engineers; International Geoscience and Remote Sensing Symposium; 2018; 7-2018; 9141-9144CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1109/IGARSS.2018.8518353info:eu-repo/semantics/altIdentifier/url/https://ieeexplore.ieee.org/document/8518353info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T09:50:43Zoai:ri.conicet.gov.ar:11336/86666instacron: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 09:50:43.805CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia City
title Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia City
spellingShingle Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia City
Represa, Natacha Soledad
AIR QUALITY
AOD
MODIS
PARTICULATE MATTER
VALENCIA
title_short Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia City
title_full Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia City
title_fullStr Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia City
title_full_unstemmed Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia City
title_sort Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia City
dc.creator.none.fl_str_mv Represa, Natacha Soledad
Fernández Sarría, Alfonso
Porta, Atilio Andrés
Palomar Vázquez, Jesús
author Represa, Natacha Soledad
author_facet Represa, Natacha Soledad
Fernández Sarría, Alfonso
Porta, Atilio Andrés
Palomar Vázquez, Jesús
author_role author
author2 Fernández Sarría, Alfonso
Porta, Atilio Andrés
Palomar Vázquez, Jesús
author2_role author
author
author
dc.subject.none.fl_str_mv AIR QUALITY
AOD
MODIS
PARTICULATE MATTER
VALENCIA
topic AIR QUALITY
AOD
MODIS
PARTICULATE MATTER
VALENCIA
purl_subject.fl_str_mv https://purl.org/becyt/ford/2.7
https://purl.org/becyt/ford/2
dc.description.none.fl_txt_mv The estimation of exposure to PM 10 and PM 2.5 requires the knowledge of surface concentration at high temporal and spatial resolutions. In this paper, the relation between PM10 and PM 2.5 ground data and MODIS AOD satellite data has been evaluated to determine the concentration of particulate matter in Valencia, Spain. This was done using data from the Valencian Network of Surveillance and Control of Air Pollution and the scientific data set "Optical Depth Land and Ocean" from MODIS Terra and Aqua with 3km of spatial resolution. The linear regression model for PM 10 provided a regression slope of 25.99 μg.m -3 and an interception of 12.07 μg.m -3 (RMSE = 8.61 μg.m -3 ), while for PM2.5 the slope and interception were 26.87 μg.m -3 and 5.98 μg.m -3 (RMSE = 5.5 μg.m -3 ).
Fil: Represa, Natacha Soledad. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Departamento de Química. Centro de Investigaciones del Medio Ambiente; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Fernández Sarría, Alfonso. Universidad Politécnica de Valencia; España
Fil: Porta, Atilio Andrés. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Departamento de Química. Centro de Investigaciones del Medio Ambiente; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Palomar Vázquez, Jesús. Universidad Politécnica de Valencia; España
description The estimation of exposure to PM 10 and PM 2.5 requires the knowledge of surface concentration at high temporal and spatial resolutions. In this paper, the relation between PM10 and PM 2.5 ground data and MODIS AOD satellite data has been evaluated to determine the concentration of particulate matter in Valencia, Spain. This was done using data from the Valencian Network of Surveillance and Control of Air Pollution and the scientific data set "Optical Depth Land and Ocean" from MODIS Terra and Aqua with 3km of spatial resolution. The linear regression model for PM 10 provided a regression slope of 25.99 μg.m -3 and an interception of 12.07 μg.m -3 (RMSE = 8.61 μg.m -3 ), while for PM2.5 the slope and interception were 26.87 μg.m -3 and 5.98 μg.m -3 (RMSE = 5.5 μg.m -3 ).
publishDate 2018
dc.date.none.fl_str_mv 2018-07
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/11336/86666
Represa, Natacha Soledad; Fernández Sarría, Alfonso; Porta, Atilio Andrés; Palomar Vázquez, Jesús; Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia City; Institute of Electrical and Electronics Engineers; International Geoscience and Remote Sensing Symposium; 2018; 7-2018; 9141-9144
CONICET Digital
CONICET
url http://hdl.handle.net/11336/86666
identifier_str_mv Represa, Natacha Soledad; Fernández Sarría, Alfonso; Porta, Atilio Andrés; Palomar Vázquez, Jesús; Assessment of Satellite Aerosol Optical Depth to Estimate Particulate Matter Distribution in Valencia City; Institute of Electrical and Electronics Engineers; International Geoscience and Remote Sensing Symposium; 2018; 7-2018; 9141-9144
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1109/IGARSS.2018.8518353
info:eu-repo/semantics/altIdentifier/url/https://ieeexplore.ieee.org/document/8518353
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 Institute of Electrical and Electronics Engineers
publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
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_ 1844613562528432128
score 13.070432

Publicaciones similares