Air quality monitoring using heterogeneous networks

Alessandro Fassò, Michela Cameletti, Orietta Nicolis

Research output: Contribution to journalArticlepeer-review

28 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 languageEnglish
Pages (from-to)245-264
Number of pages20
JournalEnvironmetrics
Volume18
Issue number3
DOIs
Publication statusPublished - 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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