Spatial neighborhood effect and scale issues in the calibration and validation of a dynamic model of Phragmites australis distribution a cellular automata and machine learning approach

Anas Altartouri, Leena Nurminen, Ari Jolma

Research output: Contribution to journalArticleScientificpeer-review

9 Citations (Scopus)
Original languageEnglish
Pages (from-to)15-29
JournalEnvironmental Modelling and Software
Issue number71
Publication statusPublished - 2015
MoE publication typeA1 Journal article-refereed


  • Archipelago Sea
  • Boosted regression trees
  • Common reed
  • Gulf of Finland
  • Spatial dynamic models
  • Species distribution models

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