Performance of Bayesian Model Averaging (BMA) for Short-Term Prediction of PM10 Concentration in the Peninsular Malaysia

QR Code

Performance of Bayesian Model Averaging (BMA) for Short-Term Prediction of PM10 Concentration in the Peninsular Malaysia

In preparation for the Fourth Industrial Revolution (IR 4.0) in Malaysia, the government envisions a path to environmental sustainability and an improvement in air quality. Air quality measurements were initiated in different backgrounds including urban, suburban, industrial and rural to detect any...

Full description

Bibliographic Details
Published in:	Atmosphere
Main Author:	Ramli N.; Abdul Hamid H.; Yahaya A.S.; Ul-Saufie A.Z.; Mohamed Noor N.; Abu Seman N.A.; Kamarudzaman A.N.; Deák G.
Format:	Article
Language:	English
Published:	MDPI 2023
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85149006880&doi=10.3390%2fatmos14020311&partnerID=40&md5=c8b4e29d0ab331ba39c58748ee16bf7d

Similar Items

Variability of PM10 level with gaseous pollutants and meteorological parameters during episodic haze event in Malaysia: Domestic or solely transboundary factor?
by: Addiena A Rahim N.A.; Noor N.M.; Mohd Jafri I.A.; Ul-Saufie A.Z.; Ramli N.; Abu Seman N.A.; Kamarudzaman A.N.; Rozainy Mohd Arif Zainol M.R.; Victor S.A.; Deak G.
Published: (2023)

Performance of multiple linear regression model for long-term PM 10 concentration prediction based on gaseous and meteorological parameters
by: 2-s2.0-84866261034
Published: (2012)

Physiochemical characterization of ambient PM10 and PM 2.5 in an urban environment
by: Kumar, et al.
Published: (2025)

Physiochemical characterization of ambient PM10 and PM2.5 in an urban environment
by: 2-s2.0-85212569386
Published: (2025)

Prediction of Daily Air Pollutants Concentration and Air Pollutant Index Using Machine Learning Approach
by: Mustakim N.A.; Ul-Saufie A.Z.; Shaziayani W.N.; Noor N.M.; Mutalib S.
Published: (2023)

Future daily PM10 concentrations prediction by combining regression models and feedforward backpropagation models with principle component analysis (PCA)
by: 2-s2.0-84879735938
Published: (2013)

The Malaysia PM10 analysis using extreme value
by: 2-s2.0-84948982264
Published: (2015)

Analysis of ULF Emissions in Solar Winds as A Short-Term Earthquake Precursor
by: Zafar S.N.A.S.; Umar R.; Sabri N.H.; Jusoh M.H.; Yoshikawa A.; Abe S.; Uozumi T.
Published: (2023)

Mixed intercropping with long-term and short-term crops in Gubuk Alang, Kopang, Lombok, Indonesia
by: Ananda, et al.
Published: (2024)

Annual workers' income prediction using data mining techniques
by: Yahaya M.S.; Hasbullah M.H.; Jamil S.A.M.; Ul-Saufie A.Z.; Ibrahim N.
Published: (2024)

Analysis of airline customer satisfaction using data mining techniques
by: Mohd Rozaini N.A.A.; Abd Talib N.F.A.; Ul-Saufie A.Z.; Ibrahim N.; Jamil S.A.M.; Ul-Saufie A.Z.
Published: (2024)

Anomaly detection and assessment of PM10 functional data at several locations in the Klang Valley, Malaysia
by: 2-s2.0-84923190837
Published: (2015)

Evaluation of k-modes-type algorithms for clustering Y-short tandem repeats data
by: Seman A.; Bakar Z.A.; Isa M.N.
Published: (2012)

PR-FCNN: a data-driven hybrid approach for predicting PM2.5 concentration
by: 2-s2.0-85208652136
Published: (2024)

Effects of short-term high-intensity exercise on oxidative stress and antioxidant levels in healthy young males
by: Raharjo S.; Fitri M.; Yunus M.; Paramitha S.T.; Williyanto S.; Abidin N.E.Z.; Azidin R.M.F.R.
Published: (2024)

Pipeline Failure Analysis: Bayesian Network Approach from Fault Tree Analysis
by: Mohamed O.; Hisyam M.N.; Muhamad N.S.; Ismail M.I.; Syamsunur D.; Azrief M.; Xi Enna C.
Published: (2024)

Lung diseases identification using hybrid transfer learning and bidirectional long short-term memory
by: Cahyani D.E.; Oktoviana L.T.; Yasin M.; Wahyuningsih S.; Dionixius; Maulidaningsih R.; Setumin S.
Published: (2025)

Hyperparameter Analysis-based Long-Short Term Memory (LSTM) for Power Quality Disturbances Classification
by: Fadzli M.F.H.M.; Shahbudin S.
Published: (2024)

Enhancing PETRONAS share price forecasts: a hybrid Holt integrated moving average
by: Fozi N.Q.M.; Hasan N.I.A.; Aziz A.A.; Zahari S.M.; Ganggayah M.D.
Published: (2025)

Topology Approach for Crude Oil Price Forecasting of Particle Swarm Optimization and Long Short-Term Memory
by: Yusoff M.; Ehsan D.; Sharif M.Y.; Sallehud-din M.T.M.
Published: (2024)

Effects of short-term high-intensity exercise on oxidative stress and antioxidant levels in healthy young males
by: Raharjo, et al.
Published: (2024)

Behavioral Intrusion Prediction Model on Bayesian Network over Healthcare Infrastructure
by: 2-s2.0-85127342461
Published: (2022)

Investigation of Electromagnetic Radiation (EMR) Before and After Super Brain Yoga Exercise Comparing with Short-Term Memory
by: 2-s2.0-85219503441
Published: (2025)

An effective approach to improve students' grade point average
by: 2-s2.0-85015900950
Published: (2017)

Short- And long-term mortality prediction after an acute ST-elevation myocardial infarction (STEMI) in Asians: A machine learning approach
by: Aziz F.; Malek S.; Ibrahim K.S.; Shariff R.E.R.; Wan Ahmad W.A.; Ali R.M.; Liu K.T.; Selvaraj G.; Kasim S.
Published: (2021)

EFFECTS OF SLOPE POSITION AND SAMPLING TIME ON SOIL FAUNA DIVERSITY INDICES UNDER COCONUT CULTIVATION PLANTED IN A LOW SLOPE GRADIENT AREA: A SHORT-TERM STUDY
by: Kamarudin K.N.; Sulaimin M.A.M.; Kamil M.I.; Umami I.M.
Published: (2024)

A low-GI diet is associated with a short-term improvement of glycaemic control in Asian patients with type 2 diabetes
by: 2-s2.0-61549090014
Published: (2009)

Real-Time Data Forecasting On Missing Energy Data Using Seasonal Autoregressive Integrated Moving Average (SARIMA) Model
by: Fariz K.N.M.K.; Latip M.F.A.; Zaini N.
Published: (2024)

A Novel Hybrid Model Based on CEEMDAN and Bayesian Optimized LSTM for Financial Trend Prediction
by: Sun, et al.
Published: (2025)

Anomaly detection using K-Means and long-short term memory for predictive maintenance of large-scale solar (LSS) photovoltaic plant
by: 2-s2.0-85173448238
Published: (2023)

Comparison of Multiple Regression and Model Averaging Model-Building Approach for Missing Data with Multiple Imputation
by: 2-s2.0-85211465762
Published: (2024)

Coronary risk factor profiles according to different age categories in premature coronary artery disease patients who have undergone percutaneous coronary intervention
by: Nazli S.A.; Rosman A.; Mohd Kasim N.A.; Al-Khateeb A.; Ul-Saufie A.Z.; Md Radzi A.B.; Ibrahim K.S.; Kasim S.S.; Nawawi H.
Published: (2024)

Performance analysis of the energy consumption of the scheduling algorithms in long term evolution LTE (long term evolution) networks
by: Yusoff N.M.; Ali D.M.; Noh K.S.S.K.M.
Published: (2016)

High electron mobility and low carrier concentration of hydrothermally grown ZnO thin films on seeded a-plane sapphire at low temperature
by: Jayah N.A.; Yahaya H.; Mahmood M.R.; Terasako T.; Yasui K.; Hashim A.M.
Published: (2015)

Short Communication: Species diversity of macroalgae in Teluk Bidara Beach, Dungun, Terengganu, Peninsular Malaysia
by: Kauj N.K.; Roslan S.N.L.; Zainee N.F.A.; Razali N.B.; Ismail N.A.; Izam N.A.M.; Farinordin F.A.
Published: (2024)

PM2.5 and ozone in office environments and their potential impact on human health
by: 2-s2.0-85081018191
Published: (2020)

A short review: Potential use of plastic waste as adsorbent for various pollutants
by: Abd-Aziz N.H.; Alias S.; Bashar N.A.M.; Amir A.; Abdul-Talib S.; Tay C.C.
Published: (2019)

Current trend of lattice structures designed and analysis for porous hip implants: A short review
by: Abdullah N.N.A.A.; Abdullah A.H.; Ramlee M.H.
Published: (2022)

Determination of Selected Heavy Metal Concentrations in Water Spinach (Ipomea aquatica)
by: Manan W.N.A.A.; Zulkurnain N.
Published: (2021)

Using static concentrator technology to achieve global energy goal
by: Alamoudi A.; Saaduddin S.M.; Munir A.B.; Muhammad-Sukki F.; Abu-Bakar S.H.; Yasin S.H.M.; Karim R.; Bani N.A.; Mas'ud A.A.; Ardila-Rey J.A.; Prabhu R.; Sellami N.
Published: (2019)