Landslide Susceptibility Assessment Tools v1.0.0b – Project Manager Suite: a new modular toolkit for landslide susceptibility assessment
نویسندگان
چکیده
Abstract. This paper introduces the Landslide Susceptibility Assessment Tools – Project Manager Suite (LSAT PM), an open-source, easy-to-use software written in Python. Primarily developed to conduct landslide susceptibility analysis (LSA), it is not limited this issue and applies any other research dealing with supervised spatial binary classification. LSAT PM provides efficient interactive data management supported by handy tools a standardized project framework. The application utilizes open standard formats, ensuring transferability all geographic information systems. has modular structure that allows extending existing toolkit additional tools. v1.0.0b implements heuristic data-driven methods: analytical hierarchy process, weights of evidence, logistic regression, artificial neural networks. was tested over years different projects assessment. emphasis on model uncertainties statistical evaluation makes practical modeling tool explore evaluate native foreign LSA models. distribution package includes comprehensive documentation. A dataset for testing purposes available. subject continuous further development.
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ژورنال
عنوان ژورنال: Geoscientific Model Development
سال: 2022
ISSN: ['1991-9603', '1991-959X']
DOI: https://doi.org/10.5194/gmd-15-2791-2022