Displaced calibration of PM10 measurements using spatio-temporal models

Authors

  • Daniela Cocchi Alma Mater Studiorum - Università di Bologna
  • Fedele Greco Alma Mater Studiorum - Università di Bologna
  • Carlo Trivisano Alma Mater Studiorum - Università di Bologna

DOI:

https://doi.org/10.6092/issn.1973-2201/491

Abstract

PM10 monitoring networks are equipped with heterogeneous samplers. Some of these samplers are known to underestimate true levels of concentrations (non-reference samplers). In this paper we propose a hierarchical spatio-temporal Bayesian model for the calibration of measurements recorded using non-reference samplers, by borrowing strength from non co-located reference sampler measurements.

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How to Cite

Cocchi, D., Greco, F., & Trivisano, C. (2006). Displaced calibration of PM10 measurements using spatio-temporal models. Statistica, 66(2), 127–138. https://doi.org/10.6092/issn.1973-2201/491

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