Multi-temporal clustering of continental floods and associated atmospheric circulations

J Liu, Y Zhang - Journal of Hydrology, 2017 - Elsevier
… hPa are used to investigate the possible mechanisms causing the temporal flood clustering.
Our results show that: (1) flood occurrences exhibit clustering at intra-annual scale, which …

A cluster model for flood analysis

JE Cervantes, ML Kavvas… - Water Resources …, 1983 - Wiley Online Library
… The model is a cluster process of the Neyman-Scott type and presents … occurrences of
flood generating mechanisms (FGM) at the precipitation level as the triggers for clusters of flood

[HTML][HTML] River flooding mechanisms and their changes in Europe revealed by explainable machine learning

S Jiang, E Bevacqua… - Hydrology and Earth …, 2022 - hess.copernicus.org
flooding mechanisms for individual flood events is to quantify the contribution of possible
drivers to its occurrence… focus on the main flooding types obtained from the clustering results, …

Clustering of concurrent flood risks via Hazard Scenarios

R Pappadà, F Durante, G Salvadori, C De Michele - Spatial Statistics, 2018 - Elsevier
… sufficient “homogeneity” in the flood generating mechanisms, which may then represent a …
selected in such a way that all of the occurrence dates of the floods events at the i th and the k …

Identification of flood reactivity regions via the functional clustering of hydrographs

MI Brunner, D Viviroli, R Furrer… - Water Resources …, 2018 - Wiley Online Library
clustering scheme consisting of two steps that accounts for different flood mechanisms
context for the detection of new flood types and change in the proportion of occurrence of different …

Regional flood frequency analysis by combining self-organizing feature map and fuzzy clustering

VV Srinivas, S Tripathi, AR Rao, RS Govindaraju - Journal of Hydrology, 2008 - Elsevier
… series is needed to compute desired flood quantiles. However, if … flood quantiles. In this
context, similar catchments are those that resemble each other in flood producing mechanisms, …

Analysis of the most severe flood events in Turkey (1960–2014): which triggering mechanisms and aggravating pathways can be identified?

G Koç, T Petrow, AH Thieken - Water, 2020 - mdpi.com
flood occurrence pathways for severe floods. The events were then classified through
hierarchical cluster … analysis and clustering of the main causal mechanisms of the floods on the …

Compound flood hazard at Lake Como, Italy, is driven by temporal clustering of rainfall events

F Banfi, C De Michele - Communications Earth & Environment, 2022 - nature.com
… typologies in lake flood occurrence: temporal clustering of rainfall events, rainfall … of existing
lakes depending on the mechanisms of occurrence of lake floods and to identify connections …

Causative classification of river flood events

L Tarasova, R Merz, A Kiss, S Basso… - Wiley …, 2019 - Wiley Online Library
… classifications of naturally occurring river floods and do not … use clustering methods to
group flood events and derive flood … as an indicator of possible flood generating mechanisms. …

Clustering simultaneous occurrences of the extreme floods in the Neckar catchment

E Modiri, A Bárdossy - Water, 2021 - mdpi.com
clustering of flood study in Germany that in flood clustering more than one method has to be
analyzed [28], due to the nature of each clusteringflood generating mechanism on clustering