Map Comparison Methods for Comprehensive Assessment of Geosimulation Models

A Hagen-Zanker*, P. Martens

*Corresponding author for this work

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

    Abstract

    A crucial task in the calibration and validation of geosimulation models is to measure the agreement between model and reality. In recent years many map comparison methods have been developed for this purpose. This paper presents a framework to systematically assess different aspects of model performance and express the results relative to a common reference level. Application on a constrained cellular automata model of the Netherlands demonstrates that the framework gives an in-depth account of model performance. It also shows that any performance assessment that does not follow a multi-criteria approach or lacks a reference level results in an unbalanced account and ultimately false conclusions.
    Original languageEnglish
    Title of host publicationComputational Science and Its Applications – ICCSA 2008
    EditorsO. Gervasi, B. Murgante
    PublisherSpringer, Berlin, Heidelberg
    Pages194-209
    ISBN (Electronic)978-3-540-69839-5
    ISBN (Print)978-3-540-69838-8
    DOIs
    Publication statusPublished - 2008

    Publication series

    SeriesLecture Notes in Computer Science
    Volume5072
    ISSN0302-9743

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