A Supervised Object-Based Detection of Landslides and Man-Made Slopes Using Airborne Laser Scanning Data

In recent years, airborne-derived products from light detection and ranging (LiDAR) measurements, such as high-resolution digital elevation models (DEMs), slope, curvature, shaded relief, and maps of landslides obtained from beneath dense vegetation, are becoming increasingly important for producing...

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Bibliographic Details
Published inLaser Scanning Applications in Landslide Assessment pp. 23 - 50
Main Authors Pradhan, Biswajeet, Alsaleh, Ali
Format Book Chapter
LanguageEnglish
Published Switzerland Springer International Publishing AG 2017
Springer International Publishing
Subjects
EARTH SCIENCES
ENVIRONMENTAL ENGINEERING & TECHNOLOGY
Landslide Inventory
Landslide Susceptibility Mapping
LiDAR Data
Management of land & natural resources
Random Forest
Support Vector Machine
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Summary:In recent years, airborne-derived products from light detection and ranging (LiDAR) measurements, such as high-resolution digital elevation models (DEMs), slope, curvature, shaded relief, and maps of landslides obtained from beneath dense vegetation, are becoming increasingly important for producing a detailed landslide inventory map
ISBN:3319553410
9783319553412
DOI:10.1007/978-3-319-55342-9_2