In the last decade, statistical modelling of landslide susceptibility by GIS has become a major topic of research. Despite some advancements, particularly through the bayesian approach based on the concept of "weight of evidence", some unsolved questions may be asked: (i) what is the influence of the input data set on the quality of the simulations and (ii) how can we resolve the effect of violating the conditional independence assumption. This paper presents a strategy to collect relevant geographical information for reducing subjectivity in landslide susceptibility zonation in complex mountainous environments and stresses the different ways to reduce information redundancy.

Strategy to reduce subjectivity in landslide susceptibility zonation by GIS in complex mountainous environments

Sterlacchini S;
2004

Abstract

In the last decade, statistical modelling of landslide susceptibility by GIS has become a major topic of research. Despite some advancements, particularly through the bayesian approach based on the concept of "weight of evidence", some unsolved questions may be asked: (i) what is the influence of the input data set on the quality of the simulations and (ii) how can we resolve the effect of violating the conditional independence assumption. This paper presents a strategy to collect relevant geographical information for reducing subjectivity in landslide susceptibility zonation in complex mountainous environments and stresses the different ways to reduce information redundancy.
2004
Istituto per la Dinamica dei Processi Ambientali - IDPA - Sede Venezia
Istituto di Geologia Ambientale e Geoingegneria - IGAG
Inglese
Agile 2004 - 7th Conference on Geographic Information Science
Agile 2004 - 7th Conference on Geographic Information Science
623
633
11
960-524-176-5
Crete university press
Heraklion
GRECIA
Sì, ma tipo non specificato
29 April-1 May 2004
Heraklion, Greece
Landslide susceptibility
geographical information
GIS modelling
conditional independence
6
none
Thiery, Y; Sterlacchini, S; Malet, Jp; Puissant, A; Remaitre, A; Maquaire, O
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/72236
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