Application of LAND-SUITE for landslide susceptibility modelling using different mapping units: a case study in Croatia

Znanstveni rad - Poglavlje u knjizi

• Autor: Sanja Bernat Gazibara
• Autor: Marko Sinčić
• Autor: Mauro Rossi
• Autor: Paola Reichenbach
• Autor: Martin Krkač
• Autor: Hrvoje Lukačić
• Autor: Petra Jagodnik
• Autor: Gabrijela Šarić
• Autor: Snježana Mihalić Arbanas
• Autorova ustanova: Sveučilište u Rijeci; Građevinski fakultet
• Autorova ustanova: Sveučilište u Zagrebu; Rudarsko-geološko-naftni fakultet; (Zavod za geologiju i geološko inženjerstvo)
• Znanstveno / umjetničko područje, polje i grana: TEHNIČKE ZNANOSTI; Rudarstvo, nafta i geološko inženjerstvo

Sažetak (engleski)

LAND-SUITE software was applied to local-scale landslide susceptibility zonation in a study area (20 km) located in NW Croatia, which is characterised by small and shallow landslides in engineering soils and hard soils-soft rocks. Landslide susceptibility models were prepared using a LiDAR-based landslide inventory, and causal factors derived and/or modified using high-resolution remote sensing data. The landslide susceptibility analysis was carried out using different statistical methods and mapping units. As a result, we obtained ten susceptibility maps, classified into five zones based on modelled landslide probability. The main objective of this paper is to analyse the use of LAND-SUITE for deriving susceptibility zonations, useful to support applications in a spatial planning system on a local scale. One of the most valuable advantage of LAND-SUITE is that the selection of the appropriate causal factor maps can be performed using simple decisions based on multiple analyses, including multicollinearity tables and correlograms. The evaluation of the susceptibility models allowed to conclude that the pixel-based map represents the best option for application in a local-level spatial planning system, although it requires “post-processing” of the susceptibility zones to produce clustered and homogeneous information. LAND-SUITE has proven to be a valuable tool for testing numerous landslide susceptibility hypotheses.

• Ključne riječi (engleski): landslide; susceptibility zonation; LAND-SUITE
• Jezik: engleski
• Vrsta publikacije: Znanstveni rad - Poglavlje u knjizi
• Status objave: Objavljen
• Vrsta recenzije: Recenziran - međunarodna recenzija
• Verzija publikacije: Objavljena verzija rada (izdavačev PDF)
• Naslov knjige: Progress in Landslide Research and Technology, Volume 2, Issue 2
• Brojčani podaci: str. 343-354
• ISBN: 978-3-031-44296-4
• DOI: https://doi.org/10.1007/978-3-031-44296-4_19
• URN:NBN: urn:nbn:hr:169:859573
• Datum objave publikacije: 2023
• Projekt: Šifra: IP-2019-04-9900; Naziv (hrvatski): Razvoj metodologije procjene podložnosti na klizanje za planiranje namjene zemljišta primjenom LiDAR tehnologije; Naziv (engleski): Methodology development for landslide susceptibility assessment for land-use planning based on LiDAR technology; Kratica: LandSlidePlan; Voditelj: Snježana Mihalić Arbanas; Pravna nadležnost: Hrvatska; Financijer: Hrvatska zaklada za znanost; Linija financiranja: Research Projects
• URL dokumenta: https://link.springer.com/10.1007/978-3-031-44296-4_19
• Vrsta resursa: Tekst
• Izdavač: Springer Science and Business Media LLC
• Prava pristupa: Otvoreni pristup
• Datum i vrijeme pohrane: 2025-04-07 07:44:04