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GIS automated multicriteria analysis (GAMA) method for susceptibility modelling

Developed GIS automated multicriteria analysis (GAMA) method presented in this article allows automation and simplification of multicriteria GIS decision analysis (GIS-MCDA) susceptibility modelling. Traditional GIS-MCDA susceptibility modelling still represents time and labor demanding process, who...

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Autores principales: Domazetović, Fran, Šiljeg, Ante, Lončar, Nina, Marić, Ivan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6939047/
https://www.ncbi.nlm.nih.gov/pubmed/31908982
http://dx.doi.org/10.1016/j.mex.2019.10.031
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author Domazetović, Fran
Šiljeg, Ante
Lončar, Nina
Marić, Ivan
author_facet Domazetović, Fran
Šiljeg, Ante
Lončar, Nina
Marić, Ivan
author_sort Domazetović, Fran
collection PubMed
description Developed GIS automated multicriteria analysis (GAMA) method presented in this article allows automation and simplification of multicriteria GIS decision analysis (GIS-MCDA) susceptibility modelling. Traditional GIS-MCDA susceptibility modelling still represents time and labor demanding process, whose success is highly influenced by the user's experience and knowledge. In order to make overall GIS-MCDA susceptibility modelling process more straightforward and practical, GAMA method is designed as easy to use three step process, which allows automation of following GIS-MCDA steps: (1) standardization of criteria, (2) criteria grouping and weight assignment and (3) susceptibility model aggregation. GAMA method is developed within ArcGIS 10.4 ModelBuilder application, as a toolset that can be easily shared and incorporated within default ESRI’s ArcGIS toolbox. GAMA was successfully applied for gully erosion susceptibility modelling on example of Pag island, Croatia, whose results are published in separate article. Since GAMA method is applicable to various GIS-MCDA susceptibility modelling purposes we are encouraging its future use and therefore open-source GAMA method toolset can be acquired for research purposes (htps://gal.unizd.hr). • GAMA method simplifies overall GIS-MCDA susceptibility modelling process. • GAMA allows automated standardization, grouping, weight coefficient assignment and aggregation of GIS-MCDA’s criteria. • GAMA method has broad application in various different GIS-MCDA susceptibility modelling purposes.
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spelling pubmed-69390472020-01-06 GIS automated multicriteria analysis (GAMA) method for susceptibility modelling Domazetović, Fran Šiljeg, Ante Lončar, Nina Marić, Ivan MethodsX Environmental Science Developed GIS automated multicriteria analysis (GAMA) method presented in this article allows automation and simplification of multicriteria GIS decision analysis (GIS-MCDA) susceptibility modelling. Traditional GIS-MCDA susceptibility modelling still represents time and labor demanding process, whose success is highly influenced by the user's experience and knowledge. In order to make overall GIS-MCDA susceptibility modelling process more straightforward and practical, GAMA method is designed as easy to use three step process, which allows automation of following GIS-MCDA steps: (1) standardization of criteria, (2) criteria grouping and weight assignment and (3) susceptibility model aggregation. GAMA method is developed within ArcGIS 10.4 ModelBuilder application, as a toolset that can be easily shared and incorporated within default ESRI’s ArcGIS toolbox. GAMA was successfully applied for gully erosion susceptibility modelling on example of Pag island, Croatia, whose results are published in separate article. Since GAMA method is applicable to various GIS-MCDA susceptibility modelling purposes we are encouraging its future use and therefore open-source GAMA method toolset can be acquired for research purposes (htps://gal.unizd.hr). • GAMA method simplifies overall GIS-MCDA susceptibility modelling process. • GAMA allows automated standardization, grouping, weight coefficient assignment and aggregation of GIS-MCDA’s criteria. • GAMA method has broad application in various different GIS-MCDA susceptibility modelling purposes. Elsevier 2019-11-02 /pmc/articles/PMC6939047/ /pubmed/31908982 http://dx.doi.org/10.1016/j.mex.2019.10.031 Text en © 2019 Hrvatska zaklada za znanost; Sveu\\riliate u Zadru http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Environmental Science
Domazetović, Fran
Šiljeg, Ante
Lončar, Nina
Marić, Ivan
GIS automated multicriteria analysis (GAMA) method for susceptibility modelling
title GIS automated multicriteria analysis (GAMA) method for susceptibility modelling
title_full GIS automated multicriteria analysis (GAMA) method for susceptibility modelling
title_fullStr GIS automated multicriteria analysis (GAMA) method for susceptibility modelling
title_full_unstemmed GIS automated multicriteria analysis (GAMA) method for susceptibility modelling
title_short GIS automated multicriteria analysis (GAMA) method for susceptibility modelling
title_sort gis automated multicriteria analysis (gama) method for susceptibility modelling
topic Environmental Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6939047/
https://www.ncbi.nlm.nih.gov/pubmed/31908982
http://dx.doi.org/10.1016/j.mex.2019.10.031
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