Air quality monitoring using heterogeneous networks

Alessandro Fassò; Michela Cameletti; Orietta Nicolis

doi:10.1002/env.837

Air quality monitoring using heterogeneous networks

Alessandro Fassò, Michela Cameletti, Orietta Nicolis

Engineering School

Research output: Contribution to journal › Article › peer-review

30 Citations (Scopus)

Abstract

In this paper, we consider some approaches to spatio-temporal modeling of environmental data obtained from an heterogeneous network. Besides discussing modeling details for spatio-temporal dynamics and calibration of different instruments, we consider crossvalidation issues and extensions to the monitoring network assessment based on sensitivity analysis. We then consider a case study based on the heterogeneous network related to fine particulate matter (PM ₁₀) coming from the Po Valley, North Italy.

Original language	English
Pages (from-to)	245-264
Number of pages	20
Journal	Environmetrics
Volume	18
Issue number	3
DOIs	https://doi.org/10.1002/env.837
Publication status	Published - 1 May 2007

Keywords

Crossvalidation
Mapping
Particulate matters
Sensitivity analysis
Spatio-temporal models

ASJC Scopus subject areas

Statistics and Probability
Ecological Modelling

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10.1002/env.837

Cite this

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KW - Mapping

KW - Particulate matters

KW - Sensitivity analysis

KW - Spatio-temporal models

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Air quality monitoring using heterogeneous networks

Abstract

Keywords

ASJC Scopus subject areas

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