Quantitative Analyses of Morphological Data

Research output: Chapter or section in a book/report/conference proceedingChapter or section

2 Citations (SciVal)


Submarine morphologies are complex and analysed based on shapes, dimensions and internal variations. They are also analysed based on their surroundings. This chapter starts by comparing the sensors providing this information: most of them are based on remote sensing (acoustic/electromagnetic). They produce Digital Terrain Models (DTMs), corresponding to regularly sampled (and/or interpolated) grids. Illustrated with regular examples, the chapter shows the basic measurements used to describe and compare morphologic data, their variations with multi-scale approaches (e.g. Fourier space, fractals) and how this can be used to identify trends and patterns. Geographic Information Systems and the emerging applications of Artificial Intelligence and data mining are also presented.
Original languageEnglish
Title of host publicationSubmarine Geomorphology
EditorsAaron Micallef, Sebastian Krastel, Alessandra Savini
Place of PublicationNew York
PublisherSpringer Nature
ISBN (Electronic)978-3-319-57852-1
ISBN (Print)978-3-319-57851-4
Publication statusPublished - 2017

Publication series

NameSpringer Geology book series
ISSN (Print)2197-9545
ISSN (Electronic)2197-9553


  • sonar
  • underwater acoustics
  • habitat mapping
  • Quantitative analysis

ASJC Scopus subject areas

  • Acoustics and Ultrasonics
  • Geophysics
  • Geology


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