Evaluation of Different Landslide Susceptibility Models for a Local Scale in the Chitral District, Northern Pakistan.

Aslam, Bilal; Maqsoom, Ahsen; Khalil, Umer; Ghorbanzadeh, Omid; Blaschke, Thomas; Farooq, Danish; Tufail, Rana Faisal; Suhail, Salman Ali; Ghamisi, Pedram

Aslam, Bilal; Maqsoom, Ahsen; Khalil, Umer; Ghorbanzadeh, Omid; Blaschke, Thomas; Farooq, Danish; Tufail, Rana Faisal; Suhail, Salman Ali; Ghamisi, Pedram.

Afiliação

Aslam B; Department of Earth Sciences, Quaid-e-Azam University, Islamabad 45320, Pakistan.
Maqsoom A; Department of Civil Engineering, COMSATS University Islamabad, Wah Cantt 47040, Pakistan.
Khalil U; Department of Civil Engineering, COMSATS University Islamabad, Wah Cantt 47040, Pakistan.
Ghorbanzadeh O; Institute of Advanced Research in Artificial Intelligence (IARAI), Landstraßer Hauptstraße 5, 1030 Vienna, Austria.
Blaschke T; Department of Geoinformatics-Z_GIS, University of Salzburg, 5020 Salzburg, Austria.
Farooq D; Department of Civil Engineering, COMSATS University Islamabad, Wah Cantt 47040, Pakistan.
Tufail RF; Department of Civil Engineering, COMSATS University Islamabad, Wah Cantt 47040, Pakistan.
Suhail SA; Department of Civil Engineering, University of Lahore (UOL), Lahore 54590, Pakistan.
Ghamisi P; Institute of Advanced Research in Artificial Intelligence (IARAI), Landstraßer Hauptstraße 5, 1030 Vienna, Austria.

Sensors (Basel) ; 22(9)2022 Apr 19.

Article em En | MEDLINE | ID: mdl-35590797

Assuntos

Deslizamentos de Terra; Sistemas de Informação Geográfica; Modelos Logísticos; Paquistão; Máquina de Vetores de Suporte

Palavras-chave

LANDSAT-8; analytical hierarchy process (AHP); landslide susceptibility maps (LSMs); linear regression (LR); logistic regression (LGR); machine learning (ML) techniques; support vector machines (SVM)

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Deslizamentos de Terra Tipo de estudo: Prognostic_studies / Risk_factors_studies País/Região como assunto: Asia Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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