ORIGINAL RESEARCH
Air Pollution Index Trend Analysis
in Malaysia, 2010-15
Nurul Latiffah Abd Rani1, Azman Azid1, Saiful Iskandar Khalit1, Hafizan Juahir2, Mohd Saiful Samsudin1
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1Faculty Bioresources and Food Industry, Universiti Sultan Zainal Abidin, Besut Campus,
22200 Besut, Terengganu, Malaysia
2East Coast Environmental Research Institute (ESERI), Universiti Sultan Zainal Abidin,
Gong Badak Campus, 21300 Kuala Terengganu, Terengganu, Malaysia
Submission date: 2017-04-04
Final revision date: 2017-07-12
Acceptance date: 2017-07-18
Online publication date: 2018-01-10
Publication date: 2018-01-26
Pol. J. Environ. Stud. 2018;27(2):801-807
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ABSTRACT
Air pollution index (API) is used in Malaysia to determine the level of air quality. API is based on the calculation consist of pollutants PM10, O3, CO2, SO2, and NO2. Unhealthy air quality can harm human health and the environment as well as property. In view of this fact, a study of air pollution trend analysis in Malaysia from 2010 to 2015 was performed with the objective of determining the API trend in Malaysia from 2010 to 2015. A dataset of API value was obtained from the Air Quality Division, Department of Environment Malaysia (DOE). In this study, 19,872 datasets for all Malaysian air quality monitoring stations that had API value greater than 100 and a total of 52,584 datasets for Muar District in Johor were used. XLSTAT add-in 2014 was used to analyze the API hourly reading. Analysis shows that the air monitoring station at Sekolah Menengah Teknik Muar in Johor shows the highest value of API reading with 663 on 23 June 2013 (emergency level), where on that day Malaysia faced its worst air quality due to haze episodes. Other locations also show the worst air quality with API registering at unhealthy, very unhealthy, and hazardous levels.
CONFLICT OF INTEREST
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
CITATIONS (35):
1.
Comparison study on dissimilarity measures for hierarchical clustering of air pollutants in Peninsular Malaysia
Noratiqah Mohd Ariff, Mohd Aftar Abu Bakar, Lew Xin Yi, Mohd Shahrul Mohd Nadzir
THE 7TH BIOMEDICAL ENGINEERING’S RECENT PROGRESS IN BIOMATERIALS, DRUGS DEVELOPMENT, AND MEDICAL DEVICES: The 15th Asian Congress on Biotechnology in conjunction with the 7th International Symposium on Biomedical Engineering (ACB-ISBE 2022)
2.
Power-law behaviors of the severity levels of unhealthy air pollution events
Nurulkamal Masseran
Natural Hazards
3.
Assessment of Nighttime Ground Level Ozone Concentration in Klang During Wet and Dry Month
Amni Umirah Mohamad Nazir, Norrimi Rosaida Awang, Siti Nurhaliza Hamidi, Nor Azam Ramli, Nurazim Ibrahim
IOP Conference Series: Earth and Environmental Science
4.
Statistical Analysis and Predictive Modelling of Air Pollutants Using Advanced Machine Learning Approaches
Wan Yun Hong, David Koh, Anis Asma Ahmad Mohtar, Mohd Talib Latif
2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)
5.
Sanayi Kaynaklı Noktasal Emisyonların Hava Kalitesine Katkısı: Kayseri İli Örneği
Zeynep İPEK, İbrahim UYANIK
Doğal Afetler ve Çevre Dergisi
6.
Risk of concentrations of major air pollutants on the prevalence of cardiovascular and respiratory diseases in urbanized area of Kuala Lumpur, Malaysia
Muhammad Abdul Basit Ahmad Tajudin, Md Firoz Khan, Wan Rozita Wan Mahiyuddin, Rozita Hod, Mohd Talib Latif, Ahmad Hazuwan Hamid, Sufian Abd Rahman, Mazrura Sahani
Ecotoxicology and Environmental Safety
7.
Detecting Haze Hotspots Through Network Modeling
Syahidatul Syahida Binti Mohammad Zainal, Jane Labadin
2023 13th International Conference on Information Technology in Asia (CITA)
8.
Recent Developments in Energy and Environmental Engineering
Deepak Kumar Soni, Yug Pratap Singh, Vishal Singh, Varun Rawat
9.
The Effects of Air Quality on Hospital Admissions for Chronic Respiratory Diseases in Petaling Jaya, Malaysia, 2013–2015
Karyn Morrissey, Ivy Chung, Andrew Morse, Suhanya Parthasarath, Margaret Roebuck, Maw Tan, Amanda Wood, Pooi-Fong Wong, Simon Frostick
Atmosphere
10.
The Madden‐Julian Oscillation Modulates the Air Quality in the Maritime Continent
Mikinori Kuwata, Takuma Miyakawa, Satoru Yokoi, Md Firoz Khan, Mohd Talib Latif
Earth and Space Science
11.
Air pollution monitoring and tree and forest decline in East Asia: A review
Masamichi Takahashi, Zhaozhong Feng, Tatyana A. Mikhailova, Olga V. Kalugina, Olga V. Shergina, Larisa V. Afanasieva, Roland Kueh Jui Heng, Nik Muhamad Abd Majid, Hiroyuki Sase
Science of The Total Environment
12.
Impact of Open Burning Refuse on Air Quality: In the Case of “Hidar Sitaten” at Addis Ababa, Ethiopia
Tadesse Weyuma Bulto
Environmental Health Insights
13.
The Influence of Traffic-Related Air Pollution (TRAP) in Primary Schools and Residential Proximity to Traffic Sources on Histone H3 Level in Selected Malaysian Children
Nur Faseeha Suhaimi, Juliana Jalaludin, Suhaili Abu Bakar
International Journal of Environmental Research and Public Health
14.
Air pollution and its health impacts in Malaysia: a review
Raja Sher Afgun Usmani, Anum Saeed, Akibu Mahmoud Abdullahi, Thulasyammal Ramiah Pillai, Noor Zaman Jhanjhi, Ibrahim Abaker Targio Hashem
Air Quality, Atmosphere & Health
15.
Modified resampling strategy for extreme values in imbalanced air pollution data using moving block bootstrapping approach with relevance weighting (MBB-RW)
Mahiran Muhammad, Ahmad Zia Ul-Saufie, Noor Fadhilah Ahmad Radi, Norazian Mohamed Noor, Arief Gusnanto
Scientific Reports
16.
A Novel One-Dimensional CNN with Exponential Adaptive Gradients for Air Pollution Index Prediction
Mohammed G. Ragab, Said J. Abdulkadir, Norshakirah Aziz, Qasem Al-Tashi, Yousif Alyousifi, Hitham Alhussian, Alawi Alqushaibi
Sustainability
17.
Bamboo Science and Technology
Mamta Lathwal, Mamta Rani, Aribam Indira, Nirmala Chongtham
18.
Assessing short term air quality trend in Malaysia based on air pollution index (APi)
J Sentian, M S Nur Sayzni, C Payus
IOP Conference Series: Earth and Environmental Science
19.
Prediction of PM10 Concentration in Malaysia Using K-Means Clustering and LSTM Hybrid Model
Noratiqah Mohd Ariff, Mohd Aftar Abu Bakar, Han Ying Lim
Atmosphere
20.
Machine learning-based forecasting of air quality index under long-term environmental patterns: A comparative approach with XGBoost, LightGBM, and SVM
Sevtap Tırınk, Takayuki Mizuno
PLOS One
21.
Effects of Location-Specific Meteorological Factors on COVID-19 Daily Infection in a Tropical Climate: A Case of Kuala Lumpur, Malaysia
Ezekiel Kaura Makama, Hwee San Lim, Pedro Jiménez-Guerrero
Advances in Meteorology
22.
Design of Internet of Things Based Air Pollution Monitoring System Using ThingSpeak and Blynk Application
S. A. Z. Murad, F.A. Bakar, A. Azizan, M.A.M Shukri
Journal of Physics: Conference Series
23.
Towards a green industry through cleaner production development
Vitor Homem de Mello Santos, Thalita Laua Reis Campos, Maximilian Espuny, Otávio José de Oliveira
Environmental Science and Pollution Research
24.
A Decadal Comparison of Air Quality Dynamics: Insights from Kuching and Miri, Sarawak, Malaysia (2014 - 2023)
S H Drahman, H Maseri, Z B Hossen, M C Nap, F A Rahman
IOP Conference Series: Earth and Environmental Science
25.
Meteorological conditions of the winter-time distribution of nitrogen oxides in Poznań: A proposal for a catalog of the pollutants variation
Robert Kalbarczyk, Eliza Kalbarczyk
Urban Climate
26.
Predicting Particulate Matter (PM2.5) in Malaysia using Multiple Linear Regression and Artificial Neural Network
Norafefah Mohamad Sobri, Wan Fairos Wan Yaacob, Nor Azima Ismail, Mohd Azry Abdul Malik, Raudhah Ab. Rahman, Nur Aqilah Baser, Suwaibah Afiqah Mohd Sukhairi
Journal of Physics: Conference Series
27.
Development of land use regression model to estimate particulate matter (PM10) and nitrogen dioxide (NO2) concentrations in Peninsular Malaysia
Wan Nurul Farah Wan Azmi, Thulasyammal Ramiah Pillai, Mohd Talib Latif, Rafiza Shaharudin, Shajan Koshy
Atmospheric Environment: X
28.
Diurnal variations in nighttime ground-level ozone concentration and its chemical removal in Peninsular Malaysia
Amni Umirah Mohamad Nazir, Norrimi Rosaida Awang, Siti Nurhaliza Hamidi, Nor Azam Ramli
Air Quality, Atmosphere & Health
29.
Extended air pollution index (API) as tool of sustainable indicator in the air quality assessment: El-Nino events with climate change driven
C.M. Payus, M.S. Nur Syazni, J. Sentian
Heliyon
30.
Models of Air Pollution Propagation in the Selected Region of Katowice
Dariusz Foszcz, Tomasz Niedoba, Jarosław Siewior
Atmosphere
31.
Spatio-temporal modelling of the influence of climatic variables and seasonal variation on PM10 in Malaysia using multivariate regression (MVR) and GIS
Abdulwaheed Tella, Abdul-Lateef Balogun, Ibrahima Faye
Geomatics, Natural Hazards and Risk
32.
Trend analysis and change point detection of air pollution index in Malaysia
Y. Alyousifi, K. Ibrahim, W. Z. W. Zin, U. Rathnayake
International Journal of Environmental Science and Technology
33.
Sensitivity analysis of WRF-CMAQ model in predicting PM2.5 and O3 concentration in Peninsular Malaysia: 2019 transboundary burning smoke case study
Nur Nazmi Liyana Mohd Napi, Maggie Chel Gee Ooi, Mohd Talib Latif, Liew Juneng, Mohd Shahrul Mohd Nadzir, Wee Cheah, Andy Chan, Li Li
Atmospheric Environment
34.
Study on Coupled Relationship between Urban Air Quality and Land Use in Lanzhou, China
Cuixia Yan, Lucang Wang, Qing Zhang
Sustainability
35.
Predictive Analysis of In-Vehicle Air Quality Monitoring System Using Deep Learning Technique
Abdul Syafiq Abdull Sukor, Goh Chew Cheik, Latifah Munirah Kamarudin, Xiaoyang Mao, Hiromitsu Nishizaki, Ammar Zakaria, Syed Muhammad Mamduh Syed Zakaria
Atmosphere