Outlier Detection in Urban Air Quality Sensor Networks

Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution: an analysis of data from the Global Burden of Diseases Study 2015

(2017) Aaron J Cohen et al.   LANCET

Functional outlier detection by a local depth with application to NO x levels

(2015) Carlo Sguera et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Spatial outlier detection in the PM 10 monitoring network of Normandy (France)

(2015) Bobbia Michel et al.   Atmospheric Pollution Research

First evaluation of a novel screening tool for outlier detection in large scale ambient air quality datasets

(2014) Oliver Kracht et al.   INTERNATIONAL JOURNAL OF ENVIRONMENT AND POLLUTION

The Changing Paradigm of Air Pollution Monitoring

(2013) Emily G. Snyder et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Spatial variation of PM2.5, PM10, PM2.5 absorbance and PMcoarse concentrations between and within 20 European study areas and the relationship with NO2 – Results of the ESCAPE project

(2012) Marloes Eeftens et al.   ATMOSPHERIC ENVIRONMENT

Variation of NO2 and NOx concentrations between and within 36 European study areas: Results from the ESCAPE study

(2012) Josef Cyrys et al.   ATMOSPHERIC ENVIRONMENT

Statistics-based outlier detection for wireless sensor networks

(2012) Y. Zhang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Principal Component Analysis as an Outlier Detection Tool for Polycyclic Aromatic Hydrocarbon Concentrations in Ambient Air

(2012) Richard J. C. Brown et al.   WATER AIR AND SOIL POLLUTION

Analysis of the air pollution climate at a central urban background site

(2010) Alessandro Bigi et al.   ATMOSPHERIC ENVIRONMENT

Detection of outliers in gas emissions from urban areas using functional data analysis

(2010) J. Martínez Torres et al.   JOURNAL OF HAZARDOUS MATERIALS

Outlier detection in functional data by depth measures, with application to identify abnormal NOx levels

(2007) Manuel Febrero et al.   ENVIRONMETRICS