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Laser scanning applications in lands...

Pradhan, Biswajeet.

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Laser scanning applications in landslide assessment

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Laser scanning applications in landslide assessment/ edited by Biswajeet Pradhan.
其他作者:	Pradhan, Biswajeet.
出版者:	Cham :Springer International Publishing : : 2017.,
面頁冊數:	xviii, 359 p. :ill., digital ;24 cm.
內容註:	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.
Contained By:	Springer eBooks
標題:	Landslide hazard analysis. -
電子資源:	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:

596837
Landslide hazard analysis.

LC Class. No.: QE599.2

Dewey Class. No.: 551.307

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245 0 0 $a Laser scanning applications in landslide assessment $h [electronic resource] / $c edited by Biswajeet Pradhan.
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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.
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