• English
    • Tiếng Việt
  • English 
    • English
    • Tiếng Việt
  • Login
View Item 
  •   VinSpace Home
  • The College of Engineering and Computer Science
  • Kok-Seng Wong, PhD
  • View Item
  •   VinSpace Home
  • The College of Engineering and Computer Science
  • Kok-Seng Wong, PhD
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.

Toward forecasting future day air pollutant index in Malaysia

Thumbnail
View/Open
Toward forecasting future day air pollutant index.pdf (818.0Kb)
Toward forecasting future day air pollutant index.pdf (818.0Kb)
Date
2020-10-14
Author
Wong, Kok-Seng
Chew, Yee Jian
Ooi, Shih Yin
Pang, Ying Han
Metadata
Show full item record
Abstract
The association of air pollution and the magnitude of adverse health effects are receiving close attention from the world. The effects of air pollution were found to be most significant for children, elderly, and patients with preexisting respiratory problems. The existing API forecast system is capable of predicting the air quality based on the pollutant concentrations before critical levels of air pollution are exceeded. However, there is no API forecasting system available in Malaysia that can predict the coming day API readings. This paper aims to propose an API forecast system that utilizes the hourly API in Malaysia to predict the next day API. The proposed solution allows sensitive populations to plan ahead of their daily activities and provide governments with information for public health alerts. We also propose strategies for aggregated-level predictions within the region. Nevertheless, it can be extended across the region, especially in the less economically developed regions across the world. We conduct experiments on the public API dataset to demonstrate the viability of the proposed solution.
URI
https://vinspace.edu.vn/handle/VIN/129
Collections
  • Kok-Seng Wong, PhD [19]

Contact Us | Send Feedback
 

 

Browse

All of VinSpaceCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsThis CollectionBy Issue DateAuthorsTitlesSubjects

My Account

LoginRegister

Contact Us | Send Feedback