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3,867 Results Found

  • Review
  • Open Access
15 Citations
4,926 Views
20 Pages

22 July 2021

Around 1997, when JCAP (the Japan Clean Air Program) began, Japan’s atmospheric environment did not meet the environmental standards for NO2 and suspended particle matters (SPM), and strict reduction requirements for automobile exhaust gas were requi...

  • Article
  • Open Access
13 Citations
4,248 Views
19 Pages

Distributed Deep Features Extraction Model for Air Quality Forecasting

  • Axel Gedeon Mengara Mengara,
  • Younghak Kim,
  • Younghwan Yoo and
  • Jaehun Ahn

28 September 2020

Several studies in environmental engineering emphasize the importance of air quality forecasting for sustainable development around the world. In this paper, we studied a new approach for air quality forecasting in Busan metropolitan city. We propose...

  • Article
  • Open Access
26 Citations
6,436 Views
33 Pages

Evaluation of Regional Air Quality Models over Sydney and Australia: Part 1—Meteorological Model Comparison

  • Khalia Monk,
  • Elise-Andrée Guérette,
  • Clare Paton-Walsh,
  • Jeremy D. Silver,
  • Kathryn M. Emmerson,
  • Steven R. Utembe,
  • Yang Zhang,
  • Alan D. Griffiths,
  • Lisa T.-C. Chang and
  • Hiep N. Duc
  • + 3 authors

The ability of meteorological models to accurately characterise regional meteorology plays a crucial role in the performance of photochemical simulations of air pollution. As part of the research funded by the Australian government’s Department...

  • Article
  • Open Access
7 Citations
4,735 Views
18 Pages

9 December 2023

To effectively address air pollution and enhance air quality, governments must be able to predict the air quality index with high accuracy and reliability. However, air quality prediction is subject to ambiguity and instability because of the atmosph...

  • Article
  • Open Access
24 Citations
4,568 Views
12 Pages

A Hybrid Model for Air Quality Prediction Based on Data Decomposition

  • Shurui Fan,
  • Dongxia Hao,
  • Yu Feng,
  • Kewen Xia and
  • Wenbiao Yang

Accurate and reliable air quality predictions are critical to the ecological environment and public health. For the traditional model fails to make full use of the high and low frequency information obtained after wavelet decomposition, which easily...

  • Article
  • Open Access
7 Citations
2,616 Views
22 Pages

Research on Air Quality in Response to Meteorological Factors Based on the Informer Model

  • Xiaoqing Tian,
  • Chaoqun Zhang,
  • Huan Liu,
  • Baofeng Zhang,
  • Cheng Lu,
  • Pengfei Jiao and
  • Songkai Ren

8 August 2024

The quality of the air exerts considerable effects on human health, and meteorological factors affect air quality. The relationships between meteorological factors and air quality parameters are complex dependency correlations. This article is based...

  • Article
  • Open Access
31 Citations
5,656 Views
34 Pages

Attention-Based Distributed Deep Learning Model for Air Quality Forecasting

  • Axel Gedeon Mengara Mengara,
  • Eunyoung Park,
  • Jinho Jang and
  • Younghwan Yoo

10 March 2022

Air quality forecasting has become an essential factor in facilitating sustainable development worldwide. Several countries have implemented monitoring stations to collect air pollution particle data and meteorological information using parameters su...

  • Technical Note
  • Open Access
37 Citations
9,849 Views
14 Pages

Overview of Model Inter-Comparison in Japan’s Study for Reference Air Quality Modeling (J-STREAM)

  • Satoru Chatani,
  • Kazuyo Yamaji,
  • Tatsuya Sakurai,
  • Syuichi Itahashi,
  • Hikari Shimadera,
  • Kyo Kitayama and
  • Hiroshi Hayami

11 January 2018

The inter-comparison of regional air quality models is an effective way to understand uncertainty in ambient pollutant concentrations simulated using various model configurations, as well as to find ways to improve model performance. Based on the out...

  • Article
  • Open Access
1 Citations
1,905 Views
19 Pages

Research on CC-SSBLS Model-Based Air Quality Index Prediction

  • Lin Wang,
  • Yibing Wang,
  • Jian Chen,
  • Shuangqing Zhang and
  • Lanhong Zhang

Establishing reliable and effective prediction models is a major research priority for air quality parameter monitoring and prediction and is utilized extensively in numerous fields. The sample dataset of air quality metrics often established has mis...

  • Article
  • Open Access
55 Citations
9,164 Views
21 Pages

NO2 and particulate matter are the air pollutants of most concern in Ireland, with possible links to the higher respiratory and cardiovascular mortality and morbidity rates found in the country compared to the rest of Europe. Currently, air quality l...

  • Article
  • Open Access
29 Citations
4,752 Views
35 Pages

16 June 2020

When planning the energy demand of ventilation, proper consideration should be given to the possible scenarios of indoor air quality and pollutant concentrations. The purpose of the present research is to create a practical method of prioritising ind...

  • Article
  • Open Access
18 Citations
6,456 Views
21 Pages

Using Task Farming to Optimise a Street-Scale Resolution Air Quality Model of the West Midlands (UK)

  • Jian Zhong,
  • Christina Hood,
  • Kate Johnson,
  • Jenny Stocker,
  • Jonathan Handley,
  • Mark Wolstencroft,
  • Andrea Mazzeo,
  • Xiaoming Cai and
  • William James Bloss

30 July 2021

High resolution air quality models combining emissions, chemical processes, dispersion and dynamical treatments are necessary to develop effective policies for clean air in urban environments, but can have high computational demand. We demonstrate th...

  • Article
  • Open Access
3 Citations
1,739 Views
13 Pages

5 August 2022

It is important to estimate the sample data when inspecting the quality of products. Therefore, sampling error and uncertainty in the measurement are inevitable, which may lead to misjudgment in product performance evaluation. Since the important qua...

  • Article
  • Open Access
7 Citations
3,449 Views
15 Pages

This work develops a stochastic air quality dispersion to predict the pollution concentration originating from ships queuing in a seaport. The Gaussian dispersion model for five ships operating in the Black Sea queuing in the front of the port of Var...

  • Article
  • Open Access
2 Citations
1,029 Views
14 Pages

24 April 2025

The impact of reduced human activity on air quality in seven major Chinese cities was investigated by utilizing datasets of air pollutants and meteorological conditions from 2016 to 2021. A Generalized Additive Model (GAM) was developed to predict ai...

  • Article
  • Open Access
12 Citations
4,481 Views
22 Pages

24 September 2023

Air pollution is a hotspot of wide concern in Chinese cities. With the worsening of air pollution, urban agglomerations face an increasingly complex environment for air quality monitoring, hindering sustainable and high-quality development in China....

  • Article
  • Open Access
9 Citations
4,852 Views
39 Pages

27 September 2024

The Comprehensive Air Quality Model with extensions (CAMx) is an open-source, state-of-the-science photochemical grid model that addresses tropospheric air pollution (ozone, particulates, air toxics) over spatial scales ranging from neighborhoods to...

  • Article
  • Open Access
7 Citations
4,272 Views
19 Pages

Application of the Urban Climate Model PALM-4U to Investigate the Effects of the Diesel Traffic Ban on Air Quality in Stuttgart

  • Abdul Samad,
  • Ninoska Alejandra Caballero Arciénega,
  • Talal Alabdallah and
  • Ulrich Vogt

17 January 2024

The air pollution situation in the German city of Stuttgart is very important, as high pollutant concentrations are measured here compared to other German cities. This is mainly due to Stuttgart’s geographical location as it is in a basin cover...

  • Article
  • Open Access
22 Citations
4,407 Views
21 Pages

With the rapid development of urbanization, industrialization, and motorization, a large number of Chinese cities have been affected by heavy air pollution. In order to promote the development quality of Chinese cities, mixed regulations to control a...

  • Article
  • Open Access
38 Citations
4,487 Views
19 Pages

Air pollution forecasting plays a vital role in environment pollution warning and control. Air pollution forecasting studies can also recommend pollutant emission control strategies to mitigate the number of poor air quality days. Although various li...

  • Article
  • Open Access
3 Citations
1,860 Views
17 Pages

Air Quality Research Based on B-Spline Functional Linear Model: A Case Study of Fujian Province, China

  • Yihan Xu,
  • Tiange You,
  • Yuanyao Wen,
  • Jing Ning,
  • Yanglan Xiao and
  • Huirou Shen

12 October 2023

It is generally accepted that air quality is closely related to human health. In this study, to investigate the dynamic characteristics of air quality and explore the driving factors of air pollution, the Air Quality Index (AQI) and concentration dat...

  • Article
  • Open Access
9 Citations
4,692 Views
19 Pages

Emulation of a Chemical Transport Model to Assess Air Quality under Future Emission Scenarios for the Southwest of Western Australia

  • Stephen Vander Hoorn,
  • Jill S. Johnson,
  • Kevin Murray,
  • Robin Smit,
  • Jane Heyworth,
  • Sean Lam and
  • Martin Cope

29 November 2022

Simulation outputs from chemical transport models (CTMs) are essential to plan effective air quality policies. A key strength of these models is their ability to separate out source-specific components which facilitate the simulation of the potential...

  • Article
  • Open Access
9 Citations
9,517 Views
21 Pages

Air Quality Modeling for the Urban Jackson, Mississippi Region Using a High Resolution WRF/Chem Model

  • Anjaneyulu Yerramilli,
  • Venkata B. Dodla,
  • Srinivas Desamsetti,
  • Srinivas V. Challa,
  • John H. Young,
  • Chuck Patrick,
  • Julius M. Baham,
  • Robert L. Hughes,
  • Sudha Yerramilli and
  • Francis Tuluri
  • + 2 authors

In this study, an attempt was made to simulate the air quality with reference to ozone over the Jackson (Mississippi) region using an online WRF/Chem (Weather Research and Forecasting–Chemistry) model. The WRF/Chem model has the advantages of the int...

  • Article
  • Open Access
6 Citations
3,261 Views
29 Pages

24 May 2023

Constantly changing vehicle stock, modification of road infrastructure, and other conditions result in a need to update the knowledge on the effectiveness of individual traffic management strategies, which could form the basis for actions taken by lo...

  • Article
  • Open Access
12 Citations
3,496 Views
46 Pages

5 August 2024

Effective air quality monitoring and forecasting are essential for safeguarding public health, protecting the environment, and promoting sustainable development in smart cities. Conventional systems are cloud-based, incur high costs, lack accurate De...

  • Article
  • Open Access
9 Citations
3,271 Views
19 Pages

RZ-TRADEOFF: A New Model to Estimate Riparian Water and Air Quality Functions

  • Yasaman T. Hassanzadeh,
  • Philippe G. Vidon,
  • Arthur J. Gold,
  • Soni M. Pradhanang and
  • Kelly Addy Lowder

13 April 2019

Riparian zones are often used as best management practices due to their ability to remove nitrate (NO3−) from subsurface flow. Research suggests that beyond local biogeochemical controls, the impact of riparian zones on nitrogen removal and oth...

  • Article
  • Open Access
13 Citations
4,128 Views
20 Pages

Exposure to particulate materials (PM) is known to cause respiratory and cardiovascular diseases. Respirable particles generated in closed spaces, such as underground parking garages (UPGs), have been reported to be a potential threat to respiratory...

  • Article
  • Open Access
22 Citations
3,873 Views
31 Pages

8 September 2021

The overall building performance depends mainly on the energy performance, indoor air quality, and moisture performance. In order to accurately calculate the building performance, the development of a model with the ability to integrate all three per...

  • Article
  • Open Access
12 Citations
4,050 Views
40 Pages

11 August 2021

In this paper, an integrated model that coupled CONTAM and WUFI was developed to assess the indoor air quality (IAQ), moisture, and thermal comfort performance. The coupling method of CONTAM and WUFI is described based on the exchange of airflow rate...

  • Article
  • Open Access
58 Citations
10,814 Views
15 Pages

The monitoring of air pollutant concentration within cities is crucial for environment management and public health policies in order to promote sustainable cities. In this study, we present an approach to estimate the concentration of particulate ma...

  • Article
  • Open Access
22 Citations
6,312 Views
18 Pages

14 December 2019

In building applications, there is a dynamic interaction/coupling between the energy performance and the indoor air quality (IAQ) performance. Previously, the performance of energy consumption (EC) and IAQ has been evaluated independently. In this st...

  • Article
  • Open Access
3,118 Views
16 Pages

29 March 2022

One of the weaknesses of current line-source models for predicting downwind concentrations from mobile sources is accounting for the dispersion of effluents. Most of the investigators in the field have taken different approaches over the last 50 year...

  • Article
  • Open Access
3,195 Views
16 Pages

Development of Wet Scavenging Process of Particles in Air Quality Modeling

  • Da-Som Park,
  • Yongjoo Choi,
  • Young Sunwoo and
  • Chang Hoon Jung

4 September 2024

This study presents an improved wet scavenging process for particles in air quality modeling, focusing on the Korean Peninsula. New equations were incorporated into the air quality chemical transport model (CTM) to enhance the simulation of particula...

  • Article
  • Open Access
74 Citations
11,012 Views
19 Pages

1 March 2017

Estimating ground surface PM2.5 with fine spatiotemporal resolution is a critical technique for exposure assessments in epidemiological studies of its health risks. Previous studies have utilized monitoring, satellite remote sensing or air quality mo...

  • Article
  • Open Access
444 Views
19 Pages

Air Quality at Your Street 2.0—Air Quality Modelling for All Streets in Denmark

  • Steen Solvang Jensen,
  • Matthias Ketzel,
  • Jibran Khan,
  • Victor H. Valencia,
  • Jørgen Brandt,
  • Jesper H. Christensen,
  • Lise M. Frohn,
  • Camilla Geels,
  • Ole-Kenneth Nielsen and
  • Marlene Schmidt Plejdrup
  • + 1 author

27 November 2025

High-resolution air quality data are critical for exposure assessment, regulatory compliance, and urban planning. In this study, we present modelled annual mean concentrations of NO2, PM2.5, PM10, Black Carbon (BC), and particle number concentration...

  • Article
  • Open Access
5 Citations
2,003 Views
13 Pages

5 November 2021

Combustion of energy fuels or organic waste is associated with the emission of harmful gases and aerosols into the atmosphere, which strongly affects air quality. Air quality monitoring devices are unreliable and measurement gaps appear quite often....

  • Article
  • Open Access
2 Citations
2,578 Views
18 Pages

Air Quality Predictions through Mathematical Modeling for Iron Ore Mine Project

  • Naresh Kumar Katariya,
  • Bhanwar Singh Choudhary and
  • Prerna Pandey

6 July 2024

Mathematical modeling was deployed to predict air quality during the construction and operation phases of an iron ore mine project in Maharashtra, India. A survey of different models revealed that the ISCST3 model was the most applicable one to predi...

  • Article
  • Open Access
264 Views
32 Pages

25 December 2025

Occupant-Centric Control (OCC) aims to achieve a balance between personalized comfort and energy efficiency; however, current strategies often optimize either thermal comfort or indoor air quality (IAQ) in isolation. This study presents a model predi...

  • Article
  • Open Access
187 Citations
15,247 Views
23 Pages

Estimating the Impact of Urbanization on Air Quality in China Using Spatial Regression Models

  • Chuanglin Fang,
  • Haimeng Liu,
  • Guangdong Li,
  • Dongqi Sun and
  • Zhuang Miao

20 November 2015

Urban air pollution is one of the most visible environmental problems to have accompanied China’s rapid urbanization. Based on emission inventory data from 2014, gathered from 289 cities, we used Global and Local Moran’s I to measure the spatial auto...

  • Article
  • Open Access
6 Citations
3,615 Views
22 Pages

14 June 2022

The study aims to examine the major atmospheric air pollutants such as NO2, CO, O3, PM2.5, PM10, and SO2 to assess the overall air quality using air quality zonal modeling of 15 major cities of China before and after the COVID-19 pandemic period. The...

  • Review
  • Open Access
31 Citations
5,927 Views
33 Pages

Soft Computing Applications in Air Quality Modeling: Past, Present, and Future

  • Muhammad Muhitur Rahman,
  • Md Shafiullah,
  • Syed Masiur Rahman,
  • Abu Nasser Khondaker,
  • Abduljamiu Amao and
  • Md. Hasan Zahir

14 May 2020

Air quality models simulate the atmospheric environment systems and provide increased domain knowledge and reliable forecasting. They provide early warnings to the population and reduce the number of measuring stations. Due to the complexity and non-...

  • Article
  • Open Access
5 Citations
3,371 Views
16 Pages

Source Apportionment and Integrated Assessment Modelling for Air Quality Planning

  • Elena De Angelis,
  • Claudio Carnevale,
  • Enrico Turrini and
  • Marialuisa Volta

In Northern Italy a large fraction of the population is exposed to PM10 and PM2.5 concentrations that exceed the European limit values and the stricter WHO air quality guidelines. For this reason, in 2017 four Regions (Piemonte, Lombardia, Veneto, an...

  • Article
  • Open Access
9 Citations
4,095 Views
22 Pages

Air Quality—Meteorology Correlation Modeling Using Random Forest and Neural Network

  • Ruifang Liu,
  • Lixia Pang,
  • Yidian Yang,
  • Yuxing Gao,
  • Bei Gao,
  • Feng Liu and
  • Li Wang

3 March 2023

Under the global warming trend, the diffusion of air pollutants has intensified, causing extremely serious environmental problems. In order to improve the air quality–meteorology correlation model’s prediction accuracy, this work focuses...

  • Article
  • Open Access
13 Citations
3,258 Views
18 Pages

24 August 2021

Large industrial plants, power plants, and combined heat and power plants are popularly believed to be the main sources of point emissions, affecting both local and global air quality. This is because these installations emit significant amounts of p...

  • Article
  • Open Access
370 Views
24 Pages

Evaluation of Regional Atmospheric Models for Air Quality Simulations in the Winter Season in China

  • Fan Meng,
  • Xiaohui Du,
  • Wei Tang,
  • Jing He,
  • Yang Li,
  • Xuesong Wang,
  • Shaocai Yu,
  • Xiao Tang,
  • Jia Xing and
  • Min Xie
  • + 2 authors

19 December 2025

This study conducted an intensive air quality model evaluation as a response to the urgent need to understand the reliability, consistency, and uncertainty of air quality models supporting the implementation of the PM2.5 Air Pollution Control Action...

  • Review
  • Open Access
59 Citations
10,831 Views
19 Pages

Air Quality Response Modeling for Decision Support

  • Daniel S. Cohan and
  • Sergey L. Napelenok

26 August 2011

Air quality management relies on photochemical models to predict the responses of pollutant concentrations to changes in emissions. Such modeling is especially important for secondary pollutants such as ozone and fine particulate matter which vary no...

  • Article
  • Open Access
14 Citations
8,737 Views
16 Pages

7 November 2013

The air quality in Taiwan, at present, is determined by a pollution standard index (PSI) that is applied to areas of possible serious air pollution and Air Quality Total Quantity Control Districts (AQTQCD). Many studies, both in Taiwan and in other c...

  • Article
  • Open Access
11 Citations
3,098 Views
10 Pages

16 April 2021

This study examines environmental impact assessment considering filterable particulate matter (FPM) and condensable particulate matter (CPM) to improve the accuracy of the air quality model. Air pollutants and meteorological data were acquired from K...

  • Article
  • Open Access
23 Citations
3,498 Views
28 Pages

Verification of the Perception of the Local Community concerning Air Quality Using ADMS-Roads Modeling

  • Kinga Szopińska,
  • Agnieszka Cienciała,
  • Agnieszka Bieda,
  • Janusz Kwiecień,
  • Łukasz Kulesza and
  • Piotr Parzych

Road transport is one among the sources of air pollution in a city, which results in lowering the comfort of life and increases the occurrence of respiratory diseases. The level of pollutants emitted in the city is variable, and it depends on the typ...

  • Article
  • Open Access
25 Citations
6,153 Views
34 Pages

The UrbEm Hybrid Method to Derive High-Resolution Emissions for City-Scale Air Quality Modeling

  • Martin Otto Paul Ramacher,
  • Anastasia Kakouri,
  • Orestis Speyer,
  • Josefine Feldner,
  • Matthias Karl,
  • Renske Timmermans,
  • Hugo Denier van der Gon,
  • Jeroen Kuenen,
  • Evangelos Gerasopoulos and
  • Eleni Athanasopoulou

26 October 2021

As cities are growing in size and complexity, the estimation of air pollution exposure requires a detailed spatial representation of air pollution levels, rather than homogenous fields, provided by global- or regional-scale models. A critical input f...

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