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Bertolacci, Michael Dr

Research Fellow

Research Overview


  • I am interested in large scale spatio-temporal problems in environmental statistics. My previous research involved developing hierarchical Bayesian mixture models for the analysis of Australian daily rainfall at the continental scale. I also investigated methods for modelling multiple nonstationary time series in the spectral domain, as applied to spatial datasets including monthly rainfall and measles epidemiology.

    My current research focuses on spatio-temporal flux inversion for trace gases using remotely sensed data.

Selected Publications


  • Journal Article

    Year Title
    2021
    2019

    Published In
    Annals of Applied Statistics
  • Conference Paper

    Year Title
    2007

    Published In
    Proceedings of the 7th SIAM International Conference on Data Mining
    2006

    Published In
    Working Group Reports on ITiCSE on Innovation and Technology in Computer Science Education 2006
    2006

    Published In
    ITiCSE06 - Proceedings of the 11th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education

Research Overview


  • I am interested in large scale spatio-temporal problems in environmental statistics. My previous research involved developing hierarchical Bayesian mixture models for the analysis of Australian daily rainfall at the continental scale. I also investigated methods for modelling multiple nonstationary time series in the spectral domain, as applied to spatial datasets including monthly rainfall and measles epidemiology.

    My current research focuses on spatio-temporal flux inversion for trace gases using remotely sensed data.

Selected Publications


  • Journal Article

    Year Title
    2021
    2019

    Published In
    Annals of Applied Statistics
  • Conference Paper

    Year Title
    2007

    Published In
    Proceedings of the 7th SIAM International Conference on Data Mining
    2006

    Published In
    Working Group Reports on ITiCSE on Innovation and Technology in Computer Science Education 2006
    2006

    Published In
    ITiCSE06 - Proceedings of the 11th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education
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Research Areas