A hybrid framework for forecasting PM2.5 concentrations using multi-step deterministic and probabilistic strategy

Forecast of daily PM2.5 concentrations applying artificial neural networks and Holt–Winters models

(2019) Luciana Maria Baptista Ventura et al.   Air Quality Atmosphere and Health

Development of a stacked ensemble model for forecasting and analyzing daily average PM 2.5 concentrations in Beijing, China

(2018) Binxu Zhai et al.   SCIENCE OF THE TOTAL ENVIRONMENT

An innovative hybrid air pollution early-warning system based on pollutants forecasting and Extenics evaluation

(2018) Ping Jiang et al.   KNOWLEDGE-BASED SYSTEMS

Integration of ANFIS model and forward selection method for air quality forecasting

(2018) Afsaneh Ghasemi et al.   Air Quality Atmosphere and Health

Economic Impacts from PM2.5 Pollution-Related Health Effects: A Case Study in Shanghai

(2017) Rui Wu et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Daily PM 2.5 concentration prediction based on principal component analysis and LSSVM optimized by cuckoo search algorithm

(2017) Wei Sun et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Understanding temporal patterns and characteristics of air quality in Beijing: A local and regional perspective

(2016) Ziyue Chen et al.   ATMOSPHERIC ENVIRONMENT

The Effect of Economic Growth, Urbanization, and Industrialization on Fine Particulate Matter (PM2.5) Concentrations in China

(2016) Guangdong Li et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Assessment of health and economic effects by PM2.5pollution in Beijing: a combined exposure–response and computable general equilibrium analysis

(2016) Guizhi Wang et al.   ENVIRONMENTAL TECHNOLOGY

Spatial linkage analysis of the impact of regional economic activities on PM 2.5 pollution in China

(2016) Yan-Ran Ma et al.   JOURNAL OF CLEANER PRODUCTION

Polycyclic aromatic hydrocarbons bound to outdoor and indoor airborne particles (PM2.5) and their mutagenicity and carcinogenicity in Silesian kindergartens, Poland

(2016) Ewa Błaszczyk et al.   Air Quality Atmosphere and Health

Quantifying the influences of atmospheric stability on air pollution in Lanzhou, China, using a radon-based stability monitor

(2015) Scott D. Chambers et al.   ATMOSPHERIC ENVIRONMENT

Systematic review and meta-analysis of the adverse health effects of ambient PM2.5 and PM10 pollution in the Chinese population

(2015) Feng Lu et al.   ENVIRONMENTAL RESEARCH

Transcale control for a class of discrete stochastic systems based on wavelet packet decomposition

(2015) Lin Zhao et al.   INFORMATION SCIENCES

The impacts of provincial energy and environmental policies on air pollution control in China

(2015) Shiming Zheng et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

PM 2.5 in China: Measurements, sources, visibility and health effects, and mitigation

(2014) David Y.H. Pui et al.   Particuology

Impact of PM2.5 chemical compositions on aerosol light scattering in Guangzhou — the largest megacity in South China

(2013) Jun Tao et al.   ATMOSPHERIC RESEARCH

The empirical relationship between the PM2.5 concentration and aerosol optical depth over the background of North China from 2009 to 2011

(2013) Jinyuan Xin et al.   ATMOSPHERIC RESEARCH

An enhanced PM2.5 air quality forecast model based on nonlinear regression and back-trajectory concentrations

(2010) W. Geoffrey Cobourn   ATMOSPHERIC ENVIRONMENT

Combining deterministic and statistical approaches for PM10 forecasting in Europe

(2009) I.B. Konovalov et al.   ATMOSPHERIC ENVIRONMENT

PM2.5 forecasting in a large city: Comparison of three methods

(2008) Patricio Perez et al.   ATMOSPHERIC ENVIRONMENT

A new boosting algorithm for improved time-series forecasting with recurrent neural networks

(2006) Mohammad Assaad et al.   Information Fusion