Currently, my research is focused on design and implementation of methods for segmentation and clustering of ecoregions. During my PhD I had worked on predicting pollen concentration of Corylus, Alnus, and Betula using machine learning and GIS. My research interests also include spatial analysis, statistics, and programming.

Articles

2016

  • Forecasting model of Corylus, Alnus, and Betula pollen concentration levels using spatiotemporal correlation properties of pollen count
    Abstract PDF online
  • Spatiotemporal models for predicting high pollen concentration level of Corylus, Alnus, and Betula
    Abstract PDF online

2015

  • Temporal and spatiotemporal autocorrelation of daily concentrations of Alnus, Betula, and Corylus pollen in Poland
    Abstract PDF online

2014

  • Relation between extensive extreme precipitation in Poland and atmospheric circulation
    Abstract PDF online

Books

2016

  • Geostatistics in R (in Polish)
    Abstract online
  • Forecasting of Corylus, Alnus, and Betula pollen concentration in the air in Poland
    Abstract PDF

Others

2015

  • Terrain misclassification problem – analysis using pattern simulation approach
    Abstract PDF