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Forecasting air pollutants using classification models a case study in the Bay of Algeciras (Spain)

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Main Authors: Rodríguez-García, M. I., Ribeiro Rodrigues, M. C., González-Enrique, J.
Format: Book
Language:English
Published: Springer 2023
Subjects:
air pollutants
classification models
Online Access:https://link.springer.com/article/10.1007/s00477-023-02512-2
https://dlib.phenikaa-uni.edu.vn/handle/PNK/9450
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spelling oai:localhost:PNK-94502023-10-04T07:34:02Z Forecasting air pollutants using classification models a case study in the Bay of Algeciras (Spain) Rodríguez-García, M. I. Ribeiro Rodrigues, M. C. González-Enrique, J. air pollutants classification models CC-BY The main goal of this work is to obtain reliable predictions of pollutant concentrations related to maritime traffic (SO2, PM10, NO2, NOX, and NO) in the Bay of Algeciras, located in Andalusia, the south of Spain. Furthermore, the objective is to predict future air quality levels of the principal maritime traffic-related pollutants in the Bay of Algeciras as a function of the rest of the pollutants, the meteorological variables, and vessel data. In this sense, three scenarios were analysed for comparison, namely Alcornocales Park and the cities of La Línea and Algeciras. A database of hourly records of air pollution immissions, meteorological measurements in the Bay of Algeciras region and a database of maritime traffic in the port of Algeciras during the years 2017 to 2019 were used. 2023-10-04T07:34:02Z 2023-10-04T07:34:02Z 2023 Book https://link.springer.com/article/10.1007/s00477-023-02512-2 https://dlib.phenikaa-uni.edu.vn/handle/PNK/9450 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic air pollutants
classification models
spellingShingle air pollutants
classification models
Rodríguez-García, M. I.
Ribeiro Rodrigues, M. C.
González-Enrique, J.
Forecasting air pollutants using classification models a case study in the Bay of Algeciras (Spain)
description CC-BY
format Book
author Rodríguez-García, M. I.
Ribeiro Rodrigues, M. C.
González-Enrique, J.
author_facet Rodríguez-García, M. I.
Ribeiro Rodrigues, M. C.
González-Enrique, J.
author_sort Rodríguez-García, M. I.
title Forecasting air pollutants using classification models a case study in the Bay of Algeciras (Spain)
title_short Forecasting air pollutants using classification models a case study in the Bay of Algeciras (Spain)
title_full Forecasting air pollutants using classification models a case study in the Bay of Algeciras (Spain)
title_fullStr Forecasting air pollutants using classification models a case study in the Bay of Algeciras (Spain)
title_full_unstemmed Forecasting air pollutants using classification models a case study in the Bay of Algeciras (Spain)
title_sort forecasting air pollutants using classification models a case study in the bay of algeciras (spain)
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s00477-023-02512-2
https://dlib.phenikaa-uni.edu.vn/handle/PNK/9450
_version_ 1779307183016509440
score 8.891787

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