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Iterative Mapping of Probabilities

Authors
  • Witjes, Martijn
  • Herold, Martin
  • de Bruin, Sytze
Publication Date
Jan 01, 2024
Source
Wageningen University and Researchcenter Publications
Keywords
License
Unknown
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Abstract

This repository contains data and scripts for implementing the Iterative Mapping of Probabilities (IMP) algorithm proposed in the preprint submitted to the International Journal of Applied Earth Observation and Geoinformation (JAG). The framework aims to improve the accuracy of land cover mapping by iteratively refining class maps to match independent area statistics. The experiment focuses on generating classification maps for five countries (Belgium, Czechia, Germany, Luxembourg, Netherlands) based on input probability rasters.

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