Data analysis of NO2 and PM2.5 air pollutants in Singapore city

Air pollution has been a significant public health issue affecting millions of people worldwide. Notably, it has been demonstrated that certain subpopulations of humans, such as children and the elderly, are more vulnerable to inhaled ambient pollutants. The World Health Organisation (WHO) has estab...

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Main Author: Lim, Zi Jing
Other Authors: Wong Kin Shun, Terence
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
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Online Access:https://hdl.handle.net/10356/157433
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1574332023-07-07T19:15:26Z Data analysis of NO2 and PM2.5 air pollutants in Singapore city Lim, Zi Jing Wong Kin Shun, Terence School of Electrical and Electronic Engineering EKSWONG@ntu.edu.sg Engineering::Electrical and electronic engineering Air pollution has been a significant public health issue affecting millions of people worldwide. Notably, it has been demonstrated that certain subpopulations of humans, such as children and the elderly, are more vulnerable to inhaled ambient pollutants. The World Health Organisation (WHO) has established Air Quality Guidelines (AQGs) for countries, including Singapore, to mitigate the disease burden of ambient air pollution. Even though it might be a difficult task for many countries struggling with high pollution levels, WHO has recommended interim targets to allow modest but considerable improvements in air quality and hence health benefits for the population. The primary source of air pollution in Singapore comes from motor vehicles and industries. As industrial sectors continue to expand and the population of motor vehicles has been growing over the last few years, air pollution will only worsen. Air monitoring sensors are installed across Singapore to monitor air pollution. The data will be captured and uploaded to the National Environmental Agency (NEA) website every hour. With these available data, the main purpose of this project is to analyse the trends and study the geographic correlation for PM2.5 and NO2 in Singapore using Python Programming language. Bachelor of Engineering (Electrical and Electronic Engineering) 2022-05-15T05:22:12Z 2022-05-15T05:22:12Z 2022 Final Year Project (FYP) Lim, Z. J. (2022). Data analysis of NO2 and PM2.5 air pollutants in Singapore city. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157433 https://hdl.handle.net/10356/157433 en A2247-211 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
spellingShingle Engineering::Electrical and electronic engineering
Lim, Zi Jing
Data analysis of NO2 and PM2.5 air pollutants in Singapore city
description Air pollution has been a significant public health issue affecting millions of people worldwide. Notably, it has been demonstrated that certain subpopulations of humans, such as children and the elderly, are more vulnerable to inhaled ambient pollutants. The World Health Organisation (WHO) has established Air Quality Guidelines (AQGs) for countries, including Singapore, to mitigate the disease burden of ambient air pollution. Even though it might be a difficult task for many countries struggling with high pollution levels, WHO has recommended interim targets to allow modest but considerable improvements in air quality and hence health benefits for the population. The primary source of air pollution in Singapore comes from motor vehicles and industries. As industrial sectors continue to expand and the population of motor vehicles has been growing over the last few years, air pollution will only worsen. Air monitoring sensors are installed across Singapore to monitor air pollution. The data will be captured and uploaded to the National Environmental Agency (NEA) website every hour. With these available data, the main purpose of this project is to analyse the trends and study the geographic correlation for PM2.5 and NO2 in Singapore using Python Programming language.
author2 Wong Kin Shun, Terence
author_facet Wong Kin Shun, Terence
Lim, Zi Jing
format Final Year Project
author Lim, Zi Jing
author_sort Lim, Zi Jing
title Data analysis of NO2 and PM2.5 air pollutants in Singapore city
title_short Data analysis of NO2 and PM2.5 air pollutants in Singapore city
title_full Data analysis of NO2 and PM2.5 air pollutants in Singapore city
title_fullStr Data analysis of NO2 and PM2.5 air pollutants in Singapore city
title_full_unstemmed Data analysis of NO2 and PM2.5 air pollutants in Singapore city
title_sort data analysis of no2 and pm2.5 air pollutants in singapore city
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/157433
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