Bayesian approach for uncertainty quantification in water quality modelling: The influence of prior distribution

G Freni, G Mannina - Journal of Hydrology, 2010 - Elsevier
Mathematical models are of common use in urban drainage, and they are increasingly being
applied to support decisions about design and alternative management strategies. In this …

An urban drainage stormwater quality model: Model development and uncertainty quantification

G Mannina, G Viviani - Journal of hydrology, 2010 - Elsevier
The evaluation of urban stormwater quality is of relevant importance for urban drainage, and
mathematical models may be of great interest in this respect. To date, several detailed …

Urban runoff modelling uncertainty: Comparison among Bayesian and pseudo-Bayesian methods

G Freni, G Mannina, G Viviani - Environmental modelling & software, 2009 - Elsevier
Urban stormwater quality modelling plays a central role in evaluation of the quality of the
receiving water body. However, the complexity of the physical processes that must be …

A comparison of linear and non-linear machine learning techniques (PCA and SOM) for characterizing urban nutrient runoff

A Gorgoglione, A Castro, V Iacobellis, A Gioia - Sustainability, 2021 - mdpi.com
Urban stormwater runoff represents a significant challenge for the practical assessment of
diffuse pollution sources on receiving water bodies. Given the high dimensionality of the …

Simulation of the operation of detention tanks

PS Calabrò, G Viviani - Water research, 2006 - Elsevier
The performance of detention tanks with different characteristics (volume, on-line and off-line
arrangement) has been evaluated according to the results of a continuous simulation. The …

Integrated urban water modelling with uncertainty analysis

G Mannina, G Freni, G Viviani, S Sægrov… - Water Science and …, 2006 - iwaponline.com
In the last twenty years, the scientific world has paid particular care towards the problems
that involve the environment. Accordingly, several researches were developed to describe …

Modelling the integrated urban drainage systems

G Mannina, G Freni, G Viviani - Sewer Networks and …, 2004 - books.google.com
In the last years, several researches were developed to analyse the problems linked with the
polluting impact on water bodies because of the pollution produced by rainfall in the urban …

[PDF][PDF] Gli scaricatori di piena nelle fognature miste alla luce dei risultati di una simulazione continua quali-quantitativa delle acque meteoriche nel bacino urbano …

S Papiri - Atti della II Conferenza Nazionale sul Drenaggio …, 2000 - academia.edu
Utilizzando il modello SWMM (Storm Water Management Model), è stata effettuata la
simulazione continua quali-quantitativa della trasformazione degli afflussi meteorici …

Uncertainty assessment of sewer sediment erosion modelling

G Freni, G Mannina, G Viviani - Urban water journal, 2008 - Taylor & Francis
Urban stormwater quality modelling has become a fundamental issue in the evaluation of
the receiving water bodies' quality state. Laboratory study as well as field campaigns have …

Cosmoss: conceptual simplified model for sewer system simulation: A new model for urban runoff quality

PS Calabrò - Urban water, 2001 - Elsevier
In order to minimise storm water impact on receiving waters, mathematical models to
simulate processes occurring in sewer systems are needed. The aim of this study is to …