Assessing neighborhood variations in ozone and PM2.5 concentrations using decision tree method

Regional prediction of ground-level ozone using a hybrid sequence-to-sequence deep learning approach

(2019) Hong-Wei Wang et al.   JOURNAL OF CLEANER PRODUCTION

Fine-scale variations in PM 2.5 and black carbon concentrations and corresponding influential factors at an urban road intersection

(2018) Zhanyong Wang et al.   BUILDING AND ENVIRONMENT

Investigating the relationship between air pollution variation and urban form

(2018) Chao Li et al.   BUILDING AND ENVIRONMENT

Three-dimensional analysis of ozone and PM2.5 distributions obtained by observations of tethered balloon and unmanned aerial vehicle in Shanghai, China

(2018) Xiao-Bing Li et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

An environmental indicator: particulate characteristics on pedestrian pathway along integrated urban thoroughfare in Metropolis

(2018) Wei Pan et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Assessing neighborhood air pollution exposure and its relationship with the urban form

(2018) Ya Gao et al.   BUILDING AND ENVIRONMENT

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

Ozone pollution in China: A review of concentrations, meteorological influences, chemical precursors, and effects

(2017) Tao Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Sensitivity analysis of ground level ozone in India using WRF-CMAQ models

(2016) Sumit Sharma et al.   ATMOSPHERIC ENVIRONMENT

A land use regression application into assessing spatial variation of intra-urban fine particulate matter (PM 2.5 ) and nitrogen dioxide (NO 2 ) concentrations in City of Shanghai, China

(2016) Chao Liu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Prediction of vertical PM2.5 concentrations alongside an elevated expressway by using the neural network hybrid model and generalized additive model

(2016) Ya Gao et al.   Frontiers of Earth Science

Evolution of surface O3 and PM2.5 concentrations and their relationships with meteorological conditions over the last decade in Beijing

(2015) Ziyin Zhang et al.   ATMOSPHERIC ENVIRONMENT

A land use regression model for estimating the NO2 concentration in shanghai, China

(2015) Xia Meng et al.   ENVIRONMENTAL RESEARCH

The contribution of outdoor air pollution sources to premature mortality on a global scale

(2015) J. Lelieveld et al.   NATURE

Learning machines: Rationale and application in ground-level ozone prediction

(2014) Wei-Zhen Lu et al.   APPLIED SOFT COMPUTING

Concentration and characterization of airborne particles in Tehran’s subway system

(2014) Hosein Kamani et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Identifying pollution sources and predicting urban air quality using ensemble learning methods

(2013) Kunwar P. Singh et al.   ATMOSPHERIC ENVIRONMENT

A Land Use Regression Model for Ultrafine Particles in Vancouver, Canada

(2013) Rebecca C. Abernethy et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Principal component analysis optimization of a PM2.5 land use regression model with small monitoring network

(2012) Hector A. Olvera et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A multi-site analysis of the association between black carbon concentrations and vehicular idling, traffic, background pollution, and meteorology during school dismissals

(2011) J. Richmond-Bryant et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Assessing the relative importance of surface ozone influential variables in regional-scale analysis

(2009) Wei-Zhen Lu et al.   ATMOSPHERIC ENVIRONMENT

Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation

(2009) J.D. Rodriguez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Associations of PM2.5 and black carbon concentrations with traffic, idling, background pollution, and meteorology during school dismissals

(2009) J. Richmond-Bryant et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A review of land-use regression models to assess spatial variation of outdoor air pollution

(2008) Gerard Hoek et al.   ATMOSPHERIC ENVIRONMENT

Pseudo-simultaneous measurements for the vertical variation of coarse, fine and ultrafine particles in an urban street canyon

(2008) Prashant Kumar et al.   ATMOSPHERIC ENVIRONMENT

Ground-level ozone prediction by support vector machine approach with a cost-sensitive classification scheme

(2008) Wei-Zhen Lu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatial distribution of particulate matter (PM10 and PM2.5) in Seoul Metropolitan Subway stations

(2007) Ki Youn Kim et al.   JOURNAL OF HAZARDOUS MATERIALS

An innovative land use regression model incorporating meteorology for exposure analysis

(2007) Jason G. Su et al.   SCIENCE OF THE TOTAL ENVIRONMENT