The Analysis of Pollutant Concentrations Before and During Movement Control at Quarry Areas Using an Artificial Intelligent Technique

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dc.contributor.authorN Z Yahaya
dc.contributor.authorJ Jalaludin
dc.contributor.authorI A I Rais
dc.contributor.authorU S Mohamad Hussin
dc.contributor.authorJ Yahaya
dc.contributor.authorE S A Rahman
dc.coverage.publicationMalaysia
dc.date.accessioned2024-05-10T03:25:03Z
dc.date.available2024-05-10T03:25:03Z
dc.date.issued2022
dc.description.abstractThis paper investigated the influence and interactions of air pollution concentrations by using the stochastic boosted regression trees between variables for each station and the impact of the COVID-19 Movement Control Order at Ipoh City air quality station. The one-hour data were gathered from the Department of Environment from January until June 2019 and 2020. Two thousand two hundred thirty-one data of particles, gases (Nitrogen oxides, Sulphur Dioxide, Ozone, Carbon Monoxide) concentrations and meteorological data (wind speed, wind directions, temperature, and relative humidity) were captured. The BRT model development process with an algorithm using a comprehensive package, R Software and its packages to understand the variability and trends.
dc.identifier.citationYahaya, N. Z., Jalaludin, J., Rais, I. A. I., Hussin, U. M., Yahaya, J., & Rahman, E. S. A. (2022). The Analysis of Pollutant Concentrations Before and During Movement Control at Quarry Areas Using an Artificial Intelligent Technique. In IOP Conference Series: Earth and Environmental Science (Vol. 1013, No. 1, p. 012011). IOP Publishing.
dc.identifier.urihttps://repoemc.ukm.my/handle/123456789/506
dc.language.isoen
dc.publisherIOP Publishing
dc.publisher.alternativeIOP Conference Series: Earth and Environmental Science
dc.subjectPollutants
dc.subjectBoosted Regression Trees
dc.subjectR-Packages
dc.subjectRelative Variable Importance
dc.subjectStrength of Interactions
dc.titleThe Analysis of Pollutant Concentrations Before and During Movement Control at Quarry Areas Using an Artificial Intelligent Technique
dc.typeJournal

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