A practical framework for predicting residential indoor PM2.5 concentration using land-use regression and machine learning methods

Children's exposure and dose assessment to particulate matter in Lisbon

(2020) T. Faria et al.   BUILDING AND ENVIRONMENT

A mathematical model for predicting indoor PM2.5 concentration under different ventilation methods in residential buildings

(2020) Wei Xie et al.   Building Services Engineering Research & Technology

Indoor PM2.5 concentrations during winter in a severe cold region of China: A comparison of passive and conventional residential buildings

(2020) Qingwen Xue et al.   BUILDING AND ENVIRONMENT

Development of a 3D Real-Time Atmospheric Monitoring System (3DREAMS) Using Doppler LiDARs and Applications for Long-Term Analysis and Hot-and-Polluted Episodes

(2020) Steve Hung Lam YIM   Remote Sensing

A multi-city air pollution population exposure study: Combined use of chemical-transport and random-Forest models with dynamic population data

(2020) Claudio Gariazzo et al.   SCIENCE OF THE TOTAL ENVIRONMENT

High temporal resolution prediction of street-level PM2.5 and NOx concentrations using machine learning approach

(2020) Zhiyuan Li et al.   JOURNAL OF CLEANER PRODUCTION

Machine learning and statistical models for predicting indoor air quality

(2019) Wenjuan Wei et al.   INDOOR AIR

Residential wood stove use and indoor exposure to PM2.5 and its components in Northern New England

(2019) Abby F. Fleisch et al.   Journal of Exposure Science and Environmental Epidemiology

Are we safe inside? Indoor air quality in relation to outdoor concentration of PM10 and PM2.5 and to characteristics of homes

(2019) Monika Ścibor et al.   Sustainable Cities and Society

A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen dioxide

(2019) Jie Chen et al.   ENVIRONMENT INTERNATIONAL

Predicting gestational personal exposure to PM2.5 from satellite-driven ambient concentrations in Shanghai

(2019) Qingyang Zhu et al.   CHEMOSPHERE

Changes in the hospitalization and ED visit rates for respiratory diseases associated with source-specific PM2.5 in New York State from 2005 to 2016

(2019) Philip K. Hopke et al.   ENVIRONMENTAL RESEARCH

Prediction model for air particulate matter levels in the households of elderly individuals in Hong Kong

(2019) Xinning Tong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Effect of Urbanization on Ozone and Resultant Health Effects in the Pearl River Delta Region of China

(2019) Steve Hung Lam Yim et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

A feasible experimental framework for field calibration of portable light-scattering aerosol monitors: Case of TSI DustTrak

(2019) Zhiyuan Li et al.   ENVIRONMENTAL POLLUTION

Investigation of the PM2.5, NO2 and O3 I/O ratios for office and school microenvironments.

(2019) Krystallia K. Kalimeri et al.   ENVIRONMENTAL RESEARCH

Fine particulate air pollution and hospital admissions and readmissions for acute myocardial infarction in 26 Chinese cities

(2018) Hui Liu et al.   CHEMOSPHERE

Indoor air pollutant exposure and determinant factors controlling household air quality for elderly people in Hong Kong

(2018) Xinning Tong et al.   Air Quality Atmosphere and Health

Source Apportionment and Influencing Factor Analysis of Residential Indoor PM2.5 in Beijing

(2018) Yibing Yang et al.   International Journal of Environmental Research and Public Health

Impacts of transboundary air pollution and local emissions on PM2.5 pollution in the Pearl River Delta region of China and the public health, and the policy implications

(2018) Xiangting Hou et al.   Environmental Research Letters

Indoor Exposure to Ambient Particles and Its Estimation Using Fixed Site Monitors

(2018) Wenwei Che et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Evaluation of random forest regression and multiple linear regression for predicting indoor fine particulate matter concentrations in a highly polluted city

(2018) Weiran Yuchi et al.   ENVIRONMENTAL POLLUTION

Influencing factors and energy-saving control strategies for indoor fine particles in commercial office buildings in six Chinese cities

(2017) Jianlin Ren et al.   ENERGY AND BUILDINGS

Exposure and health impact evaluation based on simultaneous measurement of indoor and ambient PM 2.5 in Haidian, Beijing

(2017) Meng Qi et al.   ENVIRONMENTAL POLLUTION

Characterization of PM 2.5 exposure concentration in transport microenvironments using portable monitors

(2017) Zhiyuan Li et al.   ENVIRONMENTAL POLLUTION

The air quality and health impacts of domestic trans-boundary pollution in various regions of China

(2016) Y. Gu et al.   ENVIRONMENT INTERNATIONAL

Assessing the impact of fine particulate matter (PM 2.5 ) on respiratory-cardiovascular chronic diseases in the New York City Metropolitan area using Hierarchical Bayesian Model estimates

(2016) Stephanie A. Weber et al.   ENVIRONMENTAL RESEARCH

Housing characteristics and indoor air quality in households of Alaska Native children with chronic lung conditions

(2016) R. Singleton et al.   INDOOR AIR

Accurate Measurements of Aerosol Hygroscopic Growth over a Wide Range in Relative Humidity

(2016) Grazia Rovelli et al.   JOURNAL OF PHYSICAL CHEMISTRY A

Downscaling land surface temperatures at regional scales with random forest regression

(2016) Christopher Hutengs et al.   REMOTE SENSING OF ENVIRONMENT

Indoor PM2.5 concentrations in residential buildings during a severely polluted winter: A case study in Tianjin, China

(2016) Zhihua Zhou et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Analysing the impact of multiple stressors in aquatic biomonitoring data: A ‘cookbook’ with applications in R

(2016) Christian K. Feld et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Contribution of outdoor-originating particles, indoor-emitted particles and indoor secondary organic aerosol (SOA) to residential indoor PM2.5 concentration: A model-based estimation

(2015) Wenjing Ji et al.   BUILDING AND ENVIRONMENT

Influence of atmospheric fine particulate matter (PM 2.5 ) pollution on indoor environment during winter in Beijing

(2015) Li Zhao et al.   BUILDING AND ENVIRONMENT

Influences of ambient air PM2.5 concentration and meteorological condition on the indoor PM2.5 concentrations in a residential apartment in Beijing using a new approach

(2015) Yang Han et al.   ENVIRONMENTAL POLLUTION

Global, regional and local health impacts of civil aviation emissions

(2015) Steve H L Yim et al.   Environmental Research Letters

Development and comparison of regression models and feedforward backpropagation neural network models to predict seasonal indoor PM2.5–10 and PM2.5 concentrations in naturally ventilated schools

(2015) Maher Elbayoumi et al.   Atmospheric Pollution Research

Multivariate methods for indoor PM10 and PM2.5 modelling in naturally ventilated schools buildings

(2014) Maher Elbayoumi et al.   ATMOSPHERIC ENVIRONMENT

Importance of sample size, data type and prediction method for remote sensing-based estimations of aboveground forest biomass

(2014) F.E. Fassnacht et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of building characteristics in 27 dwellings in Denmark and the effect of using particle filtration units on PM2.5 concentrations

(2013) Michal P. Spilak et al.   BUILDING AND ENVIRONMENT

The upside of uncertainty: Identification of lithology contact zones from airborne geophysics and satellite data using random forests and support vector machines

(2013) Matthew J. Cracknell et al.   GEOPHYSICS

A methodology for predicting particle penetration factor through cracks of windows and doors for actual engineering application

(2011) Chun Chen et al.   BUILDING AND ENVIRONMENT

Determinants of indoor and personal exposure to PM2.5 of indoor and outdoor origin during the RIOPA study

(2009) Qing Yu Meng et al.   ATMOSPHERIC ENVIRONMENT