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A decision support system for air quality network design.

G Calori1, G Finzi, C Tonezzer

  • 1Dipartimento di Elettronica e Informazione, Politecnico di Milano, Italy.

Environmental Monitoring and Assessment
|November 9, 2013
PubMed
Summary
This summary is machine-generated.

Public agencies need objective methods to locate air quality monitoring networks. MoNet, a decision support system, aids designers in optimizing instrument placement using simulation models and optimization algorithms.

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Area of Science:

  • Environmental Science
  • Environmental Engineering
  • Computational Science

Background:

  • European and Italian laws necessitate objective criteria for air quality monitoring network placement.
  • Public agencies face challenges in determining optimal locations and numbers of monitoring instruments.

Purpose of the Study:

  • To introduce MoNet, a decision support system for designing air quality monitoring networks.
  • To assist network designers in selecting the optimal number and location of monitoring instruments.

Main Methods:

  • MoNet integrates a model base with pollution diffusion simulation models.
  • It employs two optimization algorithms for network location.
  • The system allows user integration of subjective knowledge with objective simulation results.

Main Results:

  • The MoNet system was applied to revise an existing air quality network in an industrial and urban area of Northern Italy.
  • Simulations explored various diffusion models, location algorithms, and problem constraints.

Conclusions:

  • The study demonstrates the utility of MoNet in optimizing air quality monitoring network design.
  • The findings provide insights into effective strategies for network revision based on simulation and optimization.