Laser Scanning Applications in Landslide Assessment
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Beschreibung
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.
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.
Details a comprehensive landslide detection assessment process, involving various types of latest classification approaches and techniques Presents a new concept regarding landslide hazard, prediction and risk assessment Provides detailed information about rockfall hazard assessment Explains in detail various statistical-based, data mining based etc. modeling approaches regarding landslide susceptibility assessment and debris flow modeling Shows source of debris flow indentification using very high resolution airborne laser scanning data and detail debris flow modeling including run out distance analysis Includes supplementary material: sn.pub/extras
Autor*in
Biswajeet Pradhan
Themen in »Laser Scanning Applications in Landslide Assessment«
Supervised landslide detection Multi-scenario landslide hazard Rockfall hazard assessment LiDAR landslide analysis Airborne laser scanning (ALS) remote sensing/photogrammetry