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Automatic delineation of geomorphological slope units with r.slopeunits v1.0 and their optimization for landslide susceptibility modeling

Articolo
Data di Pubblicazione:
2016
Abstract:
Automatic subdivision of landscapes into terrain units remains a challenge. Slope units are terrain units bounded by drainage and divide lines, but their use in hydrological and geomorphological studies is limited because of the lack of reliable software for their automatic delineation. We present the r.slopeunits software for the automatic delineation of slope units, given a digital elevation model and a few input parameters. We further propose an approach for the selection of optimal parameters controlling the terrain subdivision for landslide susceptibility modeling. We tested the software and the optimization approach in central Italy, where terrain, landslide, and geo-environmental information was available. The software was capable of capturing the variability of the landscape and partitioning the study area into slope units suited for landslide susceptibility modeling and zonation. We expect r.slopeunits to be used in different physiographical settings for the production of reliable and reproducible landslide susceptibility zonations.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
slope-units; terrain-units; segmentation; AUCROC
Elenco autori:
Fiorucci, Federica; Reichenbach, Paola; Ardizzone, Francesca; Rossi, Mauro; Marchesini, Ivan; Alvioli, Massimiliano; Guzzetti, Fausto
Autori di Ateneo:
ALVIOLI MASSIMILIANO
ARDIZZONE FRANCESCA
FIORUCCI FEDERICA
MARCHESINI IVAN
REICHENBACH PAOLA
ROSSI MAURO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/323251
Pubblicato in:
GEOSCIENTIFIC MODEL DEVELOPMENT (ONLINE)
Journal
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URL

http://www.geosci-model-dev.net/9/3975/2016/
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