Performance Evaluation of a Nowcasting Modelling Chain Operatively Employed in Very Small Catchments in the Mediterranean Environment for Civil Protection Purposes

The Hydro-Meteorological Centre (CMI) of the Environmental Protection Agency of Liguria Region, Italy, is in charge of the hydrometeorological forecast and the in-event monitoring for the region. This region counts numerous small and very small basins, known for their high sensitivity to intense sto...

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Main Authors: Martina Raffellini, Federica Martina, Francesco Silvestro, Francesca Giannoni, Nicola Rebora
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Atmosphere
Subjects:
Online Access:https://www.mdpi.com/2073-4433/12/6/783
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spelling doaj-8c31f7dc850c4799b01766503b41def92021-07-01T00:30:37ZengMDPI AGAtmosphere2073-44332021-06-011278378310.3390/atmos12060783Performance Evaluation of a Nowcasting Modelling Chain Operatively Employed in Very Small Catchments in the Mediterranean Environment for Civil Protection PurposesMartina Raffellini0Federica Martina1Francesco Silvestro2Francesca Giannoni3Nicola Rebora4CIMA Research Foundation, Via Armando Magliotto, 17100 Savona, ItalyARPAL-CMI, Environmental Protection Agency of Liguria Region, Viale B. Partigiane, 16129 Genova, ItalyCIMA Research Foundation, Via Armando Magliotto, 17100 Savona, ItalyARPAL-CMI, Environmental Protection Agency of Liguria Region, Viale B. Partigiane, 16129 Genova, ItalyCIMA Research Foundation, Via Armando Magliotto, 17100 Savona, ItalyThe Hydro-Meteorological Centre (CMI) of the Environmental Protection Agency of Liguria Region, Italy, is in charge of the hydrometeorological forecast and the in-event monitoring for the region. This region counts numerous small and very small basins, known for their high sensitivity to intense storm events, characterised by low predictability. Therefore, at the CMI, a radar-based nowcasting modelling chain called the Small Basins Model Chain, tailored to such basins, is employed as a monitoring tool for civil protection purposes. The aim of this study is to evaluate the performance of this model chain, in terms of: (1) correct forecast, false alarm and missed alarm rates, based on both observed and simulated discharge threshold exceedances and observed impacts of rainfall events encountered in the region; (2) warning times respect to discharge threshold exceedances. The Small Basins Model Chain is proven to be an effective tool for flood nowcasting and helpful for civil protection operators during the monitoring phase of hydrometeorological events, detecting with good accuracy the location of intense storms, thanks to the radar technology, and the occurrence of flash floods.https://www.mdpi.com/2073-4433/12/6/783radar-based nowcastingoperational hydrological modellingsmall basinsflash floods predictabilityflood warningcivil protection
collection DOAJ
language English
format Article
sources DOAJ
author Martina Raffellini
Federica Martina
Francesco Silvestro
Francesca Giannoni
Nicola Rebora
spellingShingle Martina Raffellini
Federica Martina
Francesco Silvestro
Francesca Giannoni
Nicola Rebora
Performance Evaluation of a Nowcasting Modelling Chain Operatively Employed in Very Small Catchments in the Mediterranean Environment for Civil Protection Purposes
Atmosphere
radar-based nowcasting
operational hydrological modelling
small basins
flash floods predictability
flood warning
civil protection
author_facet Martina Raffellini
Federica Martina
Francesco Silvestro
Francesca Giannoni
Nicola Rebora
author_sort Martina Raffellini
title Performance Evaluation of a Nowcasting Modelling Chain Operatively Employed in Very Small Catchments in the Mediterranean Environment for Civil Protection Purposes
title_short Performance Evaluation of a Nowcasting Modelling Chain Operatively Employed in Very Small Catchments in the Mediterranean Environment for Civil Protection Purposes
title_full Performance Evaluation of a Nowcasting Modelling Chain Operatively Employed in Very Small Catchments in the Mediterranean Environment for Civil Protection Purposes
title_fullStr Performance Evaluation of a Nowcasting Modelling Chain Operatively Employed in Very Small Catchments in the Mediterranean Environment for Civil Protection Purposes
title_full_unstemmed Performance Evaluation of a Nowcasting Modelling Chain Operatively Employed in Very Small Catchments in the Mediterranean Environment for Civil Protection Purposes
title_sort performance evaluation of a nowcasting modelling chain operatively employed in very small catchments in the mediterranean environment for civil protection purposes
publisher MDPI AG
series Atmosphere
issn 2073-4433
publishDate 2021-06-01
description The Hydro-Meteorological Centre (CMI) of the Environmental Protection Agency of Liguria Region, Italy, is in charge of the hydrometeorological forecast and the in-event monitoring for the region. This region counts numerous small and very small basins, known for their high sensitivity to intense storm events, characterised by low predictability. Therefore, at the CMI, a radar-based nowcasting modelling chain called the Small Basins Model Chain, tailored to such basins, is employed as a monitoring tool for civil protection purposes. The aim of this study is to evaluate the performance of this model chain, in terms of: (1) correct forecast, false alarm and missed alarm rates, based on both observed and simulated discharge threshold exceedances and observed impacts of rainfall events encountered in the region; (2) warning times respect to discharge threshold exceedances. The Small Basins Model Chain is proven to be an effective tool for flood nowcasting and helpful for civil protection operators during the monitoring phase of hydrometeorological events, detecting with good accuracy the location of intense storms, thanks to the radar technology, and the occurrence of flash floods.
topic radar-based nowcasting
operational hydrological modelling
small basins
flash floods predictability
flood warning
civil protection
url https://www.mdpi.com/2073-4433/12/6/783
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