Predicting PM2.5 in Temuco and Padre Las Casas, Chile using Ordinary Kriging

Juan Carlos Cubillos; Carola Blazquez

doi:10.18687/LACCEI2021.1.1.263

Predicting PM2.5 in Temuco and Padre Las Casas, Chile using Ordinary Kriging

Juan Carlos Cubillos, Carola Blazquez

Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

Ambient air pollution causes serious human health problems. Geostatistical interpolation methods have proven to efficiently estimate exposure to air pollutants. In this study, we employed Ordinary Kriging to predict PM2.5 concentrations due to woodsmoke in the conurbation of Temuco and Padre Las Casas, Chile using mobile measurements conducted during June and July of 2016. Overall, the results suggest that higher PM2.5 concentrations were estimated in Temuco. Spatial differences in high PM2.5 concentrations are observed when examining the PM2.5 estimates by month. The results of this study may help authorities and policymakers to implement environmental actions to reduce air pollution in the studied conurbation.

Idioma original	Inglés
Título de la publicación alojada	19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology
Subtítulo de la publicación alojada	"Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021 - Proceedings
Editores	Maria M. Larrondo Petrie, Luis Felipe Zapata Rivera, Catalina Aranzazu-Suescun
Editorial	Latin American and Caribbean Consortium of Engineering Institutions
ISBN (versión digital)	9789585207189
DOI	https://doi.org/10.18687/LACCEI2021.1.1.263
Estado	Publicada - 2021
Evento	19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021 - Virtual, Online Duración: 19 jul. 2021 → 23 jul. 2021

Serie de la publicación

Nombre	Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology
Volumen	2021-July
ISSN (versión digital)	2414-6390

Conferencia

Conferencia	19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021
Ciudad	Virtual, Online
Período	19/07/21 → 23/07/21

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Ingeniería (miscelánea)
Educación

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10.18687/LACCEI2021.1.1.263

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Cubillos, J. C., & Blazquez, C. (2021). Predicting PM2.5 in Temuco and Padre Las Casas, Chile using Ordinary Kriging. En M. M. Larrondo Petrie, L. F. Zapata Rivera, & C. Aranzazu-Suescun (Eds.), 19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021 - Proceedings (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology; Vol. 2021-July). Latin American and Caribbean Consortium of Engineering Institutions. https://doi.org/10.18687/LACCEI2021.1.1.263

Cubillos, Juan Carlos ; Blazquez, Carola. / Predicting PM2.5 in Temuco and Padre Las Casas, Chile using Ordinary Kriging. 19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021 - Proceedings. editor / Maria M. Larrondo Petrie ; Luis Felipe Zapata Rivera ; Catalina Aranzazu-Suescun. Latin American and Caribbean Consortium of Engineering Institutions, 2021. (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology).

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title = "Predicting PM2.5 in Temuco and Padre Las Casas, Chile using Ordinary Kriging",

abstract = "Ambient air pollution causes serious human health problems. Geostatistical interpolation methods have proven to efficiently estimate exposure to air pollutants. In this study, we employed Ordinary Kriging to predict PM2.5 concentrations due to woodsmoke in the conurbation of Temuco and Padre Las Casas, Chile using mobile measurements conducted during June and July of 2016. Overall, the results suggest that higher PM2.5 concentrations were estimated in Temuco. Spatial differences in high PM2.5 concentrations are observed when examining the PM2.5 estimates by month. The results of this study may help authorities and policymakers to implement environmental actions to reduce air pollution in the studied conurbation.",

keywords = "Chile, Mobile measurements, Ordinary kriging, PM2.5 concentrations",

author = "Cubillos, {Juan Carlos} and Carola Blazquez",

note = "Publisher Copyright: {\textcopyright} 2021 Latin American and Caribbean Consortium of Engineering Institutions. All rights reserved.; 19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: {"}Prospective and Trends in Technology and Skills for Sustainable Social Development{"} and {"}Leveraging Emerging Technologies to Construct the Future{"}, LACCEI 2021 ; Conference date: 19-07-2021 Through 23-07-2021",

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doi = "10.18687/LACCEI2021.1.1.263",

language = "English",

series = "Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology",

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editor = "{Larrondo Petrie}, {Maria M.} and {Zapata Rivera}, {Luis Felipe} and Catalina Aranzazu-Suescun",

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Cubillos, JC & Blazquez, C 2021, Predicting PM2.5 in Temuco and Padre Las Casas, Chile using Ordinary Kriging. En MM Larrondo Petrie, LF Zapata Rivera & C Aranzazu-Suescun (eds.), 19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021 - Proceedings. Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology, vol. 2021-July, Latin American and Caribbean Consortium of Engineering Institutions, 19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021, Virtual, Online, 19/07/21. https://doi.org/10.18687/LACCEI2021.1.1.263

Predicting PM2.5 in Temuco and Padre Las Casas, Chile using Ordinary Kriging. / Cubillos, Juan Carlos; Blazquez, Carola.
19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021 - Proceedings. ed. / Maria M. Larrondo Petrie; Luis Felipe Zapata Rivera; Catalina Aranzazu-Suescun. Latin American and Caribbean Consortium of Engineering Institutions, 2021. (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology; Vol. 2021-July).

Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

TY - GEN

T1 - Predicting PM2.5 in Temuco and Padre Las Casas, Chile using Ordinary Kriging

AU - Cubillos, Juan Carlos

AU - Blazquez, Carola

PY - 2021

Y1 - 2021

N2 - Ambient air pollution causes serious human health problems. Geostatistical interpolation methods have proven to efficiently estimate exposure to air pollutants. In this study, we employed Ordinary Kriging to predict PM2.5 concentrations due to woodsmoke in the conurbation of Temuco and Padre Las Casas, Chile using mobile measurements conducted during June and July of 2016. Overall, the results suggest that higher PM2.5 concentrations were estimated in Temuco. Spatial differences in high PM2.5 concentrations are observed when examining the PM2.5 estimates by month. The results of this study may help authorities and policymakers to implement environmental actions to reduce air pollution in the studied conurbation.

AB - Ambient air pollution causes serious human health problems. Geostatistical interpolation methods have proven to efficiently estimate exposure to air pollutants. In this study, we employed Ordinary Kriging to predict PM2.5 concentrations due to woodsmoke in the conurbation of Temuco and Padre Las Casas, Chile using mobile measurements conducted during June and July of 2016. Overall, the results suggest that higher PM2.5 concentrations were estimated in Temuco. Spatial differences in high PM2.5 concentrations are observed when examining the PM2.5 estimates by month. The results of this study may help authorities and policymakers to implement environmental actions to reduce air pollution in the studied conurbation.

KW - Chile

KW - Mobile measurements

KW - Ordinary kriging

KW - PM2.5 concentrations

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DO - 10.18687/LACCEI2021.1.1.263

M3 - Conference contribution

AN - SCOPUS:85122022932

T3 - Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology

BT - 19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology

A2 - Larrondo Petrie, Maria M.

A2 - Zapata Rivera, Luis Felipe

A2 - Aranzazu-Suescun, Catalina

PB - Latin American and Caribbean Consortium of Engineering Institutions

T2 - 19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021

Y2 - 19 July 2021 through 23 July 2021

ER -

Cubillos JC, Blazquez C. Predicting PM2.5 in Temuco and Padre Las Casas, Chile using Ordinary Kriging. En Larrondo Petrie MM, Zapata Rivera LF, Aranzazu-Suescun C, editores, 19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021 - Proceedings. Latin American and Caribbean Consortium of Engineering Institutions. 2021. (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology). doi: 10.18687/LACCEI2021.1.1.263

Predicting PM2.5 in Temuco and Padre Las Casas, Chile using Ordinary Kriging

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