Augmenting limited background monitoring data for improved performance in land use regression modelling: Using support vector regression and mobile monitoring
Author:
Funder
Environmental Protection Agency EPA
Publisher
Elsevier BV
Subject
Atmospheric Science,General Environmental Science
Reference45 articles.
1. Estimation of outdoor NO x, NO2, and BTEX exposure in a cohort of pregnant women using land use regression modeling;Aguilera;Environ. Sci. Technol.,2007
2. Exploring the modeling of spatiotemporal variations in ambient air pollution within the land use regression framework: Estimation of PM10 concentrations on a daily basis;Alam;J. Air Waste Manag. Assoc.,2015
3. Regional flood frequency analysis using kernel‐based fuzzy clustering approach;Basu;Water Resour. Res.,2014
4. Estimating long-term average particulate air pollution concentrations: application of traffic indicators and geographic information systems;Brauer;Epidemiology,2003
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