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All Journal Sustinere: Journal of Environment and Sustainability
Darmawan, Didiet
Centre for Science and Technology, IAIN Surakarta
Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Earth & Planetary Sciences Energy Environmental Science Public Health Social Sciences Transportation

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Data driven analysis using fuzzy time series for air quality management in Surabaya Darmawan, Didiet; Irawan, Mohammad Isa; Syafei, Arie Dipareza
Sustinere: Journal of Environment and Sustainability Vol 1 No 2 (2017): pp. 63 - 143 (December 2017)
Publisher : Centre for Science and Technology, IAIN Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (900.59 KB) | DOI: 10.22515/sustinere.jes.v1i2.13

Abstract

One of the environmental issues that can affect human health is air pollution. As the second largest city in Indonesia, economic development and infrastructure construction in the city of Surabaya led to the increasing role of industrial and motor vehicle use which is proportional to the increase in fuel oil consumption. This condition ultimately led to declining air quality. Gas pollutants that contribute to air pollution such as CO, SO2, O3, NO2 and particulate matter PM10 are pollutants that have a direct impact on health. This study aims to analyze, monitor and predict air pollutant concentrations recorded by the Environment Agency Surabaya City based on time series with Fuzzy Time Series.MAPE calculation results on the parameters of pollutants are NO2: 23.6%, CO: 19.5%, O3: 22.75%, PM10: 9.96% and SO2: 3.6%.
Co-Authors Arie Dipareza Syafei Mohammad Isa Irawan