Statistical Approaches for Forecasting Primary Air Pollutants: A Review

A review of research hotspots and trends in biogenic volatile organic compounds (BVOCs) emissions combining bibliometrics with evolution tree methods

(2020) Chensong Duan et al.   Environmental Research Letters

Mapping sources of the atmospheric pollution sources: Integrating spatial and cluster bibliometrics

(2019) Shudi Zuo et al.   ENVIRONMENTAL REVIEWS

A self-organizing deep belief network for nonlinear system modeling

(2018) Junfei Qiao et al.   APPLIED SOFT COMPUTING

Assessing the impacts of seasonal and vertical atmospheric conditions on air quality over the Pearl River Delta region

(2018) Cheuk Hei Marcus Tong et al.   ATMOSPHERIC ENVIRONMENT

A hybrid Grey-Markov/ LUR model for PM 10 concentration prediction under future urban scenarios

(2018) Shan Xu et al.   ATMOSPHERIC ENVIRONMENT

Artificial neural network model for ozone concentration estimation and Monte Carlo analysis

(2018) Meng Gao et al.   ATMOSPHERIC ENVIRONMENT

Multiple linear regression and regression with time series error models in forecasting PM10 concentrations in Peninsular Malaysia

(2018) Kar Yong Ng et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Spatiotemporal prediction of daily ambient ozone levels across China using random forest for human exposure assessment

(2018) Yu Zhan et al.   ENVIRONMENTAL POLLUTION

Leaf magnetic properties as a method for predicting heavy metal concentrations in PM 2.5 using support vector machine: A case study in Nanjing, China

(2018) Xiang'zi Leng et al.   ENVIRONMENTAL POLLUTION

Forecasting PM10 levels using ANN and MLR: A case study for Sakarya City

(2018)   Global NEST Journal

Prediction of air quality indicators for the Beijing-Tianjin-Hebei region

(2018) Lifeng Wu et al.   JOURNAL OF CLEANER PRODUCTION

Seasonal statistical analysis of the impact of meteorological factors on fine particle pollution in China in 2013–2017

(2018) Xuewei Hou et al.   NATURAL HAZARDS

Spatiotemporal land use random forest model for estimating metropolitan NO 2 exposure in Japan

(2018) Shin Araki et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Development of a microscale land use regression model for predicting NO 2 concentrations at a heavy trafficked suburban area in Auckland, NZ

(2018) L.F. Weissert et al.   SCIENCE OF THE TOTAL ENVIRONMENT

PM 10 concentration forecasting in the metropolitan area of Oviedo (Northern Spain) using models based on SVM, MLP, VARMA and ARIMA: A case study

(2018) P.J. García Nieto et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Discovering relationships and forecasting PM 10 and PM 2.5 concentrations in Bogotá, Colombia, using Artificial Neural Networks, Principal Component Analysis, and k-means clustering

(2018) Fabiana Franceschi et al.   Atmospheric Pollution Research

Air Pollution Forecasts: An Overview

(2018) Lu Bai et al.   International Journal of Environmental Research and Public Health

Association of Long-term Exposure to Airborne Particulate Matter of 1 μm or Less With Preterm Birth in China

(2018) Yuan-yuan Wang et al.   JAMA Pediatrics

Spatial estimation of urban air pollution with the use of artificial neural network models

(2018) A. Alimissis et al.   ATMOSPHERIC ENVIRONMENT

Using MAIAC AOD to verify the PM2.5 spatial patterns of a land use regression model

(2018) Runkui Li et al.   ENVIRONMENTAL POLLUTION

A hybrid kriging/land-use regression model to assess PM2.5 spatial-temporal variability

(2018) Chih-Da Wu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A bibliometric review of past trends and future prospects in urban heat island research from 1990 to 2017

(2018) Zhifeng Wu et al.   ENVIRONMENTAL REVIEWS

Machine Learning Approaches for Outdoor Air Quality Modelling: A Systematic Review

(2018) Yves Rybarczyk et al.   Applied Sciences-Basel

Optimising Citizen-Driven Air Quality Monitoring Networks for Cities

(2018) Shivam Gupta et al.   ISPRS International Journal of Geo-Information

Long short-term memory neural network for air pollutant concentration predictions: Method development and evaluation

(2017) Xiang Li et al.   ENVIRONMENTAL POLLUTION

Development of land use regression models for PM 2.5 , SO 2 , NO 2 and O 3 in Nanjing, China

(2017) Lei Huang et al.   ENVIRONMENTAL RESEARCH

A new air quality monitoring and early warning system: Air quality assessment and air pollutant concentration prediction

(2017) Zhongshan Yang et al.   ENVIRONMENTAL RESEARCH

Upgrading the Estimation of Daily PM10 Concentrations Utilizing Prediction Variables Reflecting Atmospheric Processes

(2016) Konstantinos Dimitriou   Aerosol and Air Quality Research

A hybrid land use regression/AERMOD model for predicting intra-urban variation in PM2.5

(2016) Drew R. Michanowicz et al.   ATMOSPHERIC ENVIRONMENT

Satellite-Based NO2 and Model Validation in a National Prediction Model Based on Universal Kriging and Land-Use Regression

(2016) Michael T. Young et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Chronic effects of air pollution on lung function after lung transplantation in the Systems prediction of Chronic Lung Allograft Dysfunction (SysCLAD) study

(2016) Meriem Benmerad et al.   EUROPEAN RESPIRATORY JOURNAL

Feasibility assessment for partial replacement of fine aggregate to attain cleaner production perspective in concrete: A review

(2016) Anshuman Tiwari et al.   JOURNAL OF CLEANER PRODUCTION

High aerosol acidity despite declining atmospheric sulfate concentrations over the past 15 years

(2016) Rodney J. Weber et al.   Nature Geoscience

Prenatal and childhood traffic-related air pollution exposure and childhood executive function and behavior

(2016) Maria H. Harris et al.   NEUROTOXICOLOGY AND TERATOLOGY

Bayesian multinomial probit modeling of daily windows of susceptibility for maternal PM2.5 exposure and congenital heart defects

(2016) Joshua L. Warren et al.   STATISTICS IN MEDICINE

A hybrid model for spatially and temporally resolved ozone exposures in the continental United States

(2016) Qian Di et al.   JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION

Forecasting O 3 levels in industrial area surroundings up to 24 h in advance, combining classification trees and MLP models

(2016) Rita M. Durão et al.   Atmospheric Pollution Research

Statistical Modeling Approaches for PM10 Prediction in Urban Areas; A Review of 21st-Century Studies

(2016) Hamid Taheri Shahraiyni et al.   Atmosphere

A Hybrid Approach to Forecast Air Quality during High-PM Concentration Pollution Period

(2015) Dongsheng Chen et al.   Aerosol and Air Quality Research

Land use regression models coupled with meteorology to model spatial and temporal variability of NO2 and PM10 in Changsha, China

(2015) Wu Liu et al.   ATMOSPHERIC ENVIRONMENT

The application of semicircular-buffer-based land use regression models incorporating wind direction in predicting quarterly NO 2 and PM 10 concentrations

(2015) Xiaodong Li et al.   ATMOSPHERIC ENVIRONMENT

Artificial neural networks forecasting of PM 2.5 pollution using air mass trajectory based geographic model and wavelet transformation

(2015) Xiao Feng et al.   ATMOSPHERIC ENVIRONMENT

Uncertainty assessment of heavy metal soil contamination mapping using spatiotemporal sequential indicator simulation with multi-temporal sampling points

(2015) Yong Yang et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

A study on the reconstitution of daily PM10 and PM2.5 levels in Paris with a multivariate linear regression model

(2014) Konstantinos Dimitriou et al.   ATMOSPHERIC ENVIRONMENT

Multiple regression analysis in modeling of columnar ozone in Peninsular Malaysia

(2014) K. C. Tan et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

A hybrid model for PM 2.5 forecasting based on ensemble empirical mode decomposition and a general regression neural network

(2014) Qingping Zhou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Quantifying Surface Energy Fluxes in the Vicinity of Inland-Tracking Tropical Cyclones

(2013) Theresa K. Andersen et al.   Journal of Applied Meteorology and Climatology

Association of Long-term Exposure to Community Noise and Traffic-related Air Pollution With Coronary Heart Disease Mortality

(2012) Wen Qi Gan et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Highly consistent effects of plant litter identity and functional traits on decomposition across a latitudinal gradient

(2012) Marika Makkonen et al.   ECOLOGY LETTERS

National Satellite-Based Land-Use Regression: NO2in the United States

(2011) Eric V. Novotny et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Intercomparison of air quality data using principal component analysis, and forecasting of PM10 and PM2.5 concentrations using artificial neural networks, in Thessaloniki and Helsinki

(2011) Dimitris Voukantsis et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Prediction of hourly O3 concentrations using support vector regression algorithms

(2010) E.G. Ortiz-García et al.   ATMOSPHERIC ENVIRONMENT

Comparison of land-use regression models between Great Britain and the Netherlands

(2009) D. Vienneau et al.   ATMOSPHERIC ENVIRONMENT

Occlusions veineuses rétiniennes : traitements anti-VEGF

(2009) S. Nghiem-Buffet et al.   JOURNAL FRANCAIS D OPHTALMOLOGIE

A sub-neighborhood scale land use regression model for predicting NO2

(2008) Matthew E. Mavko et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Indoor–outdoor relationships of particle number and mass in four European cities

(2007) Gerard Hoek et al.   ATMOSPHERIC ENVIRONMENT