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Laser scanning applications in landslide assessment

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Laser scanning applications in landslide assessment/ edited by Biswajeet Pradhan.
other author:	Pradhan, Biswajeet.
Published:	Cham :Springer International Publishing : : 2017.,
Description:	xviii, 359 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Landslide hazard analysis. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-55342-9
ISBN:	9783319553429

Laser scanning applications in landslide assessment
Laser scanning applications in landslide assessment[electronic resource] /edited by Biswajeet Pradhan. - Cham :Springer International Publishing :2017. - xviii, 359 p. :ill., digital ;24 cm.

Introduction: use of LiDAR in landslide studies -- A supervised object-based detection of landslides and man-made slopes -- Landslide Characteristics Detection using supervised classification approaches -- Identification of Debris Flow Sources in Tropical Rainforest -- Landslide susceptibility modelling: optimization and factor effect analysis -- Spatial resolution effects of digital elevation models and their products on landslide susceptibility assessment -- Spatial prediction of landslide-prone areas through k-nearest neighbor algorithm and logistic regression model -- LIDAR derived DEM to produce landslide susceptibility with integration of Logistic regression -- Multi-scenario landslide hazard assessment using airborne laser scanning data -- Landslide vulnerability and risk assessment for multi-hazard scenarios -- Debris flow susceptibility assessment -- LiDAR Techniques in Rockall Hazard Assessment -- Rockfall Hazard Assessment in Tropical Region.

This book is related to various applications of laser scanning in landslide assessment. Landslide detection approaches, susceptibility, hazard, vulnerability assessment and various modeling techniques are presented. Optimization of landslide conditioning parameters and use of heuristic, statistical, data mining approaches, their advantages and their relationship with landslide risk assessment are discussed in detail. The book contains scanning data in tropical forests; its indicators, assessment, modeling and implementation. Additionally, debris flow modeling and analysis including source of debris flow identification and rockfall hazard assessment are also presented.

ISBN: 9783319553429

Standard No.: 10.1007/978-3-319-55342-9doiSubjects--Topical Terms:

676659
Landslide hazard analysis.

LC Class. No.: QE599.2

Dewey Class. No.: 551.307

Laser scanning applications in landslide assessment
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245 0 0 $a Laser scanning applications in landslide assessment $h [electronic resource] / $c edited by Biswajeet Pradhan.
260 $a Cham : $c 2017. $b Springer International Publishing : $b Imprint: Springer,
300 $a xviii, 359 p. : $b ill., digital ; $c 24 cm.
505 0 $a Introduction: use of LiDAR in landslide studies -- A supervised object-based detection of landslides and man-made slopes -- Landslide Characteristics Detection using supervised classification approaches -- Identification of Debris Flow Sources in Tropical Rainforest -- Landslide susceptibility modelling: optimization and factor effect analysis -- Spatial resolution effects of digital elevation models and their products on landslide susceptibility assessment -- Spatial prediction of landslide-prone areas through k-nearest neighbor algorithm and logistic regression model -- LIDAR derived DEM to produce landslide susceptibility with integration of Logistic regression -- Multi-scenario landslide hazard assessment using airborne laser scanning data -- Landslide vulnerability and risk assessment for multi-hazard scenarios -- Debris flow susceptibility assessment -- LiDAR Techniques in Rockall Hazard Assessment -- Rockfall Hazard Assessment in Tropical Region.
520 $a This book is related to various applications of laser scanning in landslide assessment. Landslide detection approaches, susceptibility, hazard, vulnerability assessment and various modeling techniques are presented. Optimization of landslide conditioning parameters and use of heuristic, statistical, data mining approaches, their advantages and their relationship with landslide risk assessment are discussed in detail. The book contains scanning data in tropical forests; its indicators, assessment, modeling and implementation. Additionally, debris flow modeling and analysis including source of debris flow identification and rockfall hazard assessment are also presented.
650 0 $a Landslide hazard analysis. $3 676659
650 1 4 $a Environment. $3 579342
650 2 4 $a Environmental Management. $3 593900
650 2 4 $a Environmental Physics. $3 670383
650 2 4 $a Earth System Sciences. $3 882734
650 2 4 $a Remote Sensing/Photogrammetry. $3 670396
650 2 4 $a Geotechnical Engineering & Applied Earth Sciences. $3 815187
650 2 4 $a Geophysics and Environmental Physics. $3 782420
700 1 $a Pradhan, Biswajeet. $3 891908
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-55342-9
950 $a Earth and Environmental Science (Springer-11646)