Flood susceptibility assessment using extreme gradient boosting (EGB), Iran

Flood occurs as a result of high intensity and long-term rainfalls accompanied by snowmelt which flow out of the main river channel onto the flood prone areas and damage the buildings, roads, and facilities and cause life losses. This study aims to implement extreme gradient boosting (EGB) method fo...

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Bibliographic Details
Published in:	Earth science informatics Vol. 14; no. 1; pp. 51 - 67
Main Authors:	Mirzaei, Sajjad, Vafakhah, Mehdi, Pradhan, Biswajeet, Alavi, Seyed Jalil
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.03.2021 Springer Nature B.V
Subjects:	Algorithms Altitude Building damage Curvature Datasets Decision trees Earth and Environmental Science Earth Sciences Earth System Sciences Flood control Flood damage Flood mapping Floods Information Systems Applications (incl.Internet) Land use Lithology Modelling Normalized difference vegetative index Ontology Performance evaluation Rainfall Research Article River channels Rivers Simulation and Modeling Slopes Snowmelt Space Exploration and Astronautics Space Sciences (including Extraterrestrial Physics Vegetation index Wetness index GIS Extreme gradient boosting Data mining Flood susceptibility
ISSN:	1865-0473, 1865-0481
Online Access:	Get full text
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