Application of k-means and hierarchical clustering techniques for analysis of air pollution: A review (1980–2019)

P Govender, V Sivakumar - Atmospheric pollution research, 2020 - Elsevier
Clustering is an explorative data analysis technique used for investigating the underlying
structure in the data. It described as the grouping of objects, where the objects share similar …

[HTML][HTML] Untangling the influence of air-mass history in interpreting observed atmospheric composition

ZL Fleming, PS Monks, AJ Manning - Atmospheric Research, 2012 - Elsevier
Is wind direction an adequate marker of air mass history? This review looks at the evolution
of methods for assessing the effect of the origin and pathway of air masses on composition …

[HTML][HTML] NOAA's HYSPLIT atmospheric transport and dispersion modeling system

AF Stein, RR Draxler, GD Rolph… - Bulletin of the …, 2015 - journals.ametsoc.org
Abstract The Hybrid Single-Particle Lagrangian Integrated Trajectory model (HYSPLIT),
developed by NOAA's Air Resources Laboratory, is one of the most widely used models for …

A comprehensive sensitivity analysis of the WRF model for air quality applications over the Iberian Peninsula

R Borge, V Alexandrov, JJ Del Vas, J Lumbreras… - Atmospheric …, 2008 - Elsevier
Meteorological inputs play a vital role on regional air quality modelling. An extensive
sensitivity analysis of the Weather Research and Forecasting (WRF) model was performed …

Evaluation of a multiple regression model for the forecasting of the concentrations of NOx and PM10 in Athens and Helsinki

A Vlachogianni, P Kassomenos, A Karppinen… - Science of the total …, 2011 - Elsevier
Forecasting models based on stepwise multiple linear regression (MLR) have been
developed for Athens and Helsinki. The predictor variables were the hourly concentrations …

High-PM10 concentration episodes in Seoul, Korea: Background sources and related meteorological conditions

S Lee, CH Ho, YS Choi - Atmospheric Environment, 2011 - Elsevier
This study examines the origin of and favorable meteorological conditions for high
concentrations of particulate matter with a diameter< 10 μm (PM10) in Seoul, Korea, in …

Receptor modeling of PM2. 5, PM10 and TSP in different seasons and long-range transport analysis at a coastal site of Tianjin, China

S Kong, B Han, Z Bai, L Chen, J Shi, Z Xu - Science of the Total …, 2010 - Elsevier
Atmospheric particulate matter (PM2. 5, PM10 and TSP) were sampled synchronously
during three monitoring campaigns from June 2007 to February 2008 at a coastal site in …

Identification of regional atmospheric PM10 transport pathways using HYSPLIT, MM5-CMAQ and synoptic pressure pattern analysis

F Wang, DS Chen, SY Cheng, JB Li, MJ Li… - … Modelling & Software, 2010 - Elsevier
Air pollution in urban cites is caused not only by local emission sources but also significantly
by regional atmospheric pollutant transport from surrounding areas. This study is to identify …

Influence of transboundary air pollutants from China on the high-PM10 episode in Seoul, Korea for the period October 16–20, 2008

S Lee, CH Ho, YG Lee, HJ Choi, CK Song - Atmospheric Environment, 2013 - Elsevier
This study examines the extraordinarily long-lasting episode of high concentrations of
particulate matter with diameter< 10 μm (PM 10) in Seoul, Korea over the period October 16 …

Identifying urban morphological archetypes for microclimate studies using a clustering approach

MY Joshi, A Rodler, M Musy, S Guernouti… - Building and …, 2022 - Elsevier
Urban morphology relates to the form, structure, physical characteristics, and arrangement of
buildings affecting the urban microclimate. As the morphological characteristics vary across …