Pavel Ukrainski

author_189Junior researcher at Regional federal centre of aerospace and ground monitoring of objects and natural resources at National Research University BelGU.

Scientific work related to using remote sensing and GIS to study forest-steppe landscapes.

My publications:
  1. Automated change detection from satellite images: comparing thematic classification maps
  2. Automated change detection from satellite images: scatter plot method
  3. Clark-Evans test in R
  4. Automatic change detection in multitemporal remote sensing images using mathematical operations
  5. Incremental spatial autocorrelation in ArcGIS
  6. How are objects’ quantitative characteristics spatially distributed? Finding an answer with Global Moran’s I
  7. Reference data for assessing classification accuracy of a satellite image
  8. How are point objects distributed in space? Finding an answer with spatial statistics, Clark-Evans test
  9. Rule images. Part II: Сlassification from rule images
  10. Rule images. Part I: Generate, visualize and view quantitative values
  11. Supervised image classification using minimum distance algorithm
  12. Supervised image classification using parallelepiped algorithm
  13. How to pick the best supervised classification method?
  14. Classification accuracy assessment. Confusion matrix method
  15. Multidimensional spectral feature space and working with it in ENVI
  16. Supervised classification help: ROI separability
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