Skip navigation
Skip navigation

A region-based model for estimating urban air pollution

Jutzeler, A.; Li, Jason; Faltings, Boi


Air pollution has a direct impact to human health, and data-driven air quality models are useful for evaluating population exposure to air pollutants. In this paper, we propose a novel region-based Gaussian process model for estimating urban air pollution dispersion, and applied it to a large dataset of ultrafine particle (UFP) measurements collected from a network of sensors located on several trams in the city of Zurich. We show that compared to existing grid-based models, the region-based...[Show more]

CollectionsANU Research Publications
Date published: 2014
Type: Conference paper
Source: Sequential Decision-Making with Big Data: Papers from the AAAI-14 Workshop


File Description SizeFormat Image
01_Jutzeler_A_region-based_model_for_2014.pdf2.46 MBAdobe PDF    Request a copy

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  23 August 2018/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator