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[HTML][HTML] A comprehensive review of the development of land use regression approaches for modeling spatiotemporal variations of ambient air pollution: A perspective …
X Ma, B Zou, J Deng, J Gao, I Longley, S **ao… - Environment …, 2024 - Elsevier
Land use regression (LUR) models are widely used in epidemiological and environmental
studies to estimate humans' exposure to air pollution within urban areas. However, the early …
studies to estimate humans' exposure to air pollution within urban areas. However, the early …
Exposure to traffic-related air pollution and risk of development of childhood asthma: a systematic review and meta-analysis
Background and objective The question of whether children's exposure to traffic-related air
pollution (TRAP) contributes to their development of asthma is unresolved. We conducted a …
pollution (TRAP) contributes to their development of asthma is unresolved. We conducted a …
Fine-scale modeling of the urban heat island: A comparison of multiple linear regression and random forest approaches
Characterizing the spatiotemporal variability of the Urban Heat Island (UHI) and its drivers is
a key step in leveraging thermal comfort to create not only healthier cities, but also to …
a key step in leveraging thermal comfort to create not only healthier cities, but also to …
[HTML][HTML] A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen …
Empirical spatial air pollution models have been applied extensively to assess exposure in
epidemiological studies with increasingly sophisticated and complex statistical algorithms …
epidemiological studies with increasingly sophisticated and complex statistical algorithms …
Development of Land Use Regression Models for PM2.5, PM2.5 Absorbance, PM10 and PMcoarse in 20 European Study Areas; Results of the ESCAPE Project
M Eeftens, R Beelen, K De Hoogh… - … science & technology, 2012 - ACS Publications
Land Use Regression (LUR) models have been used increasingly for modeling small-scale
spatial variation in air pollution concentrations and estimating individual exposure for …
spatial variation in air pollution concentrations and estimating individual exposure for …
Ischemic heart disease mortality and long-term exposure to source-related components of US fine particle air pollution
GD Thurston, RT Burnett, MC Turner… - Environmental …, 2016 - ehp.niehs.nih.gov
Background: Fine particulate matter (PM2. 5) air pollution exposure has been identified as a
global health threat. However, the types and sources of particles most responsible are not …
global health threat. However, the types and sources of particles most responsible are not …
A review of land-use regression models to assess spatial variation of outdoor air pollution
G Hoek, R Beelen, K De Hoogh, D Vienneau… - Atmospheric …, 2008 - Elsevier
Studies on the health effects of long-term average exposure to outdoor air pollution have
played an important role in recent health impact assessments. Exposure assessment for …
played an important role in recent health impact assessments. Exposure assessment for …
Exposure assessment models for elemental components of particulate matter in an urban environment: A comparison of regression and random forest approaches
Exposure assessment for elemental components of particulate matter (PM) using land use
modeling is a complex problem due to the high spatial and temporal variations in pollutant …
modeling is a complex problem due to the high spatial and temporal variations in pollutant …
[HTML][HTML] A review of urban air pollution monitoring and exposure assessment methods
The impact of urban air pollution on the environments and human health has drawn
increasing concerns from researchers, policymakers and citizens. To reduce the negative …
increasing concerns from researchers, policymakers and citizens. To reduce the negative …
Spatial and temporal heterogeneity of urban land area and PM2. 5 concentration in China
This study analyzed the spatiotemporal evolution of urban land and airborne concentrations
of fine particulate matter (PM 2.5) in China through global autocorrelation, local spatial …
of fine particulate matter (PM 2.5) in China through global autocorrelation, local spatial …