Coupling of quantile regression into boosted regression trees (BRT) technique in forecasting emission model of PM10 concentration

WN Shaziayani, AZ Ul-Saufie, H Ahmat… - Air Quality, Atmosphere …, 2021 - Springer
Air pollution is currently becoming a significant global environmental issue. The sources of
air pollution in Malaysia are mobile or stationary. Motor vehicles are one of the mobile …

Risk assessment of extreme air pollution based on partial duration series: IDF approach

N Masseran, MAM Safari - Stochastic Environmental Research and Risk …, 2020 - Springer
The occurrences of extreme pollution events have serious effects on human health,
environmental ecosystems, and the national economy. To gain a better understanding of this …

Compositional time series analysis for air pollution index data

NA AL-Dhurafi, N Masseran, ZH Zamzuri - … Environmental Research and …, 2018 - Springer
The increasing importance of understanding the structure of Air Pollution Index (API) makes
it necessary to come out with a compositional of API based on its pollutants. This will be …

Power-law behaviors of the duration size of unhealthy air pollution events

N Masseran - Stochastic Environmental Research and Risk …, 2021 - Springer
The duration size of air pollution events refers to a state in which air pollution indices reflect
unhealthy conditions over an extended period of time. Thus, a large duration size implies …

Modeling the characteristics of unhealthy air pollution events: A copula approach

N Masseran - International journal of environmental research and …, 2021 - mdpi.com
This study proposes the concept of duration (D) and severity (S) measures, which were
derived from unhealthy air pollution events. In parallel with that, the application of a copula …

Modeling the characteristics of unhealthy air pollution events using bivariate copulas

MS Ismail, N Masseran - Symmetry, 2023 - mdpi.com
Investigating the dependence structures among the characteristics of the current unhealthy
air pollution events is a valuable endeavor to understand the pollution behavior more clearly …

Modeling the transition behaviors of PM10 pollution index

N Masseran, MAM Safari - Environmental Monitoring and Assessment, 2020 - Springer
Modeling and evaluating the behavior of particulate matter (PM 10) is an important step in
obtaining valuable information that can serve as a basis for environmental risk management …

Modeling the Air Pollution Index based on its structure and descriptive status

NA AL-Dhurafi, N Masseran, ZH Zamzuri… - Air Quality, Atmosphere …, 2018 - Springer
Accurate air pollution modeling is essential for estimating the Air Pollution Index (API)
effectively. The air quality assessment relies on the ability of the selected probability density …

Statistical modeling on the severity of unhealthy air pollution events in Malaysia

N Masseran, MAM Safari - Mathematics, 2022 - mdpi.com
This study proposes the concept of severity as an alternative measure of extreme air
pollution events. Information about severity can be derived from the cumulative effect of air …

Trend analysis and change point detection of air pollution index in Malaysia

Y Alyousifi, K Ibrahim, WZW Zin… - International Journal of …, 2022 - Springer
Parametric methods are commonly used to conduct the trend analysis of air pollution. These
methods require certain statistical assumptions, such as stationarity and normality of the …