作者
Carlo Esposito, Giandomenico Mastrantoni, Gian Marco Marmoni, B Antonielli, Patrizia Caprari, Alessia Pica, Luca Schilirò, P Mazzanti, F Bozzano
发表日期
2023/10
期刊
Landslides
卷号
20
期号
10
页码范围
2055-2073
出版商
Springer Berlin Heidelberg
简介
The definition of landslide hazard is a step-like procedure that encompasses the quantification of its spatial and temporal attributes, i.e., a reliable definition of landslide susceptibility and a detailed analysis of landslide recurrence. However, available information is often incomplete, fragmented and unsuitable for reliable quantitative analysis. Nevertheless, landslide hazard evaluation has a key role in the implementation of risk mitigation policies and an effort should be done to retrieve information and make it useful for this purpose. In this research, we go through this topic of optimising the information available in catalogues, starting from landslide inventory review and constitution of a boosted training dataset, propaedeutic for susceptibility analysis based on machine learning methods. The temporal recurrence of landslide events has been approached here either through the definitions of large-scale quantitative …
学术搜索中的文章
C Esposito, G Mastrantoni, GM Marmoni, B Antonielli… - Landslides, 2023