Collection and analysis of air pollution data by big data techniques

Air pollution has become a major environmental problem. Modern industries have developed so fast that the pollutants generated cannot be handled by natural environment itself. Therefore, pollutants accumulate and start to affect people’s health. The main source of air pollutants are vehicles, heat e...

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Main Author:	Qiu, Baoshu
Other Authors:	Wong Kin Shun, Terence
Format:	Final Year Project
Language:	English
Published:	2018
Subjects:	DRNTU::Engineering::Electrical and electronic engineering
Online Access:	http://hdl.handle.net/10356/76253
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Institution:	Nanyang Technological University
Language:	English

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spelling	sg-ntu-dr.10356-762532023-07-07T16:27:31Z Collection and analysis of air pollution data by big data techniques Qiu, Baoshu Wong Kin Shun, Terence School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering Air pollution has become a major environmental problem. Modern industries have developed so fast that the pollutants generated cannot be handled by natural environment itself. Therefore, pollutants accumulate and start to affect people’s health. The main source of air pollutants are vehicles, heat engines, power plants and power stations. Speaking of monitoring these pollutants, there are plenty of monitors and sensors around Singapore. All the data captured will be managed and published on the official website of the National Environment Agency. The objective of this project is to obtain, store, and analyze these data using Python program. Bachelor of Engineering (Electrical and Electronic Engineering) 2018-12-13T13:01:02Z 2018-12-13T13:01:02Z 2018 Final Year Project (FYP) http://hdl.handle.net/10356/76253 en Nanyang Technological University 60 p. application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
language	English
topic	DRNTU::Engineering::Electrical and electronic engineering
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering Qiu, Baoshu Collection and analysis of air pollution data by big data techniques
description	Air pollution has become a major environmental problem. Modern industries have developed so fast that the pollutants generated cannot be handled by natural environment itself. Therefore, pollutants accumulate and start to affect people’s health. The main source of air pollutants are vehicles, heat engines, power plants and power stations. Speaking of monitoring these pollutants, there are plenty of monitors and sensors around Singapore. All the data captured will be managed and published on the official website of the National Environment Agency. The objective of this project is to obtain, store, and analyze these data using Python program.
author2	Wong Kin Shun, Terence
author_facet	Wong Kin Shun, Terence Qiu, Baoshu
format	Final Year Project
author	Qiu, Baoshu
author_sort	Qiu, Baoshu
title	Collection and analysis of air pollution data by big data techniques
title_short	Collection and analysis of air pollution data by big data techniques
title_full	Collection and analysis of air pollution data by big data techniques
title_fullStr	Collection and analysis of air pollution data by big data techniques
title_full_unstemmed	Collection and analysis of air pollution data by big data techniques
title_sort	collection and analysis of air pollution data by big data techniques
publishDate	2018
url	http://hdl.handle.net/10356/76253
_version_	1772828759718625280

Collection and analysis of air pollution data by big data techniques

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