Infrasound array criteria for automatic detection and front velocity estimation of snow avalanches: towards a real-time early-warning system
Avalanche risk management is strongly related to the ability to identify and timely report the occurrence of snow avalanches. Infrasound has been applied to avalanche research and monitoring for the last 20 years but it never turned into an operational tool to identify clear signals related to avala...
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2015-11-01
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doaj-ea372eb1b64f4915ac08d501976cd28e2020-11-24T21:32:59ZengCopernicus PublicationsNatural Hazards and Earth System Sciences1561-86331684-99812015-11-0115112545255510.5194/nhess-15-2545-2015Infrasound array criteria for automatic detection and front velocity estimation of snow avalanches: towards a real-time early-warning systemE. Marchetti0M. Ripepe1G. Ulivieri2A. Kogelnig3Depart. of Earth Sciences, University of Firenze, via G. La Pira 4, 50121, Firenze, ItalyDepart. of Earth Sciences, University of Firenze, via G. La Pira 4, 50121, Firenze, ItalyItem s.r.l., via B. Gozzoli 32, 50124, Firenze, ItalyWyssen Avalanche Control AG, Feld 1, 3713 Reichenbach, SwitzerlandAvalanche risk management is strongly related to the ability to identify and timely report the occurrence of snow avalanches. Infrasound has been applied to avalanche research and monitoring for the last 20 years but it never turned into an operational tool to identify clear signals related to avalanches. We present here a method based on the analysis of infrasound signals recorded by a small aperture array in Ischgl (Austria), which provides a significant improvement to overcome this limit. The method is based on array-derived wave parameters, such as back azimuth and apparent velocity. The method defines threshold criteria for automatic avalanche identification by considering avalanches as a moving source of infrasound. We validate the efficiency of the automatic infrasound detection with continuous observations with Doppler radar and we show how the velocity of a snow avalanche in any given path around the array can be efficiently derived. Our results indicate that a proper infrasound array analysis allows a robust, real-time, remote detection of snow avalanches that is able to provide the number and the time of occurrence of snow avalanches occurring all around the array, which represent key information for a proper validation of avalanche forecast models and risk management in a given area.http://www.nat-hazards-earth-syst-sci.net/15/2545/2015/nhess-15-2545-2015.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
E. Marchetti M. Ripepe G. Ulivieri A. Kogelnig |
spellingShingle |
E. Marchetti M. Ripepe G. Ulivieri A. Kogelnig Infrasound array criteria for automatic detection and front velocity estimation of snow avalanches: towards a real-time early-warning system Natural Hazards and Earth System Sciences |
author_facet |
E. Marchetti M. Ripepe G. Ulivieri A. Kogelnig |
author_sort |
E. Marchetti |
title |
Infrasound array criteria for automatic detection and front velocity estimation of snow avalanches: towards a real-time early-warning system |
title_short |
Infrasound array criteria for automatic detection and front velocity estimation of snow avalanches: towards a real-time early-warning system |
title_full |
Infrasound array criteria for automatic detection and front velocity estimation of snow avalanches: towards a real-time early-warning system |
title_fullStr |
Infrasound array criteria for automatic detection and front velocity estimation of snow avalanches: towards a real-time early-warning system |
title_full_unstemmed |
Infrasound array criteria for automatic detection and front velocity estimation of snow avalanches: towards a real-time early-warning system |
title_sort |
infrasound array criteria for automatic detection and front velocity estimation of snow avalanches: towards a real-time early-warning system |
publisher |
Copernicus Publications |
series |
Natural Hazards and Earth System Sciences |
issn |
1561-8633 1684-9981 |
publishDate |
2015-11-01 |
description |
Avalanche risk management is strongly related to the ability to identify and
timely report the occurrence of snow avalanches. Infrasound has been applied
to avalanche research and monitoring for the last 20 years but it never
turned into an operational tool to identify clear signals
related to avalanches. We present here a method based on the analysis of
infrasound signals recorded by a small aperture array in Ischgl (Austria),
which provides a significant improvement to overcome this limit. The method
is based on array-derived wave parameters, such as back azimuth and apparent
velocity. The method defines threshold criteria for automatic avalanche
identification by considering avalanches as a moving source of infrasound. We
validate the efficiency of the automatic infrasound detection with
continuous observations with Doppler radar and we show how the velocity of a
snow avalanche in any given path around the array can be efficiently
derived. Our results indicate that a proper infrasound array analysis allows
a robust, real-time, remote detection of snow avalanches that is able to
provide the number and the time of occurrence of snow avalanches occurring
all around the array, which represent key information for a proper
validation of avalanche forecast models and risk management in a given area. |
url |
http://www.nat-hazards-earth-syst-sci.net/15/2545/2015/nhess-15-2545-2015.pdf |
work_keys_str_mv |
AT emarchetti infrasoundarraycriteriaforautomaticdetectionandfrontvelocityestimationofsnowavalanchestowardsarealtimeearlywarningsystem AT mripepe infrasoundarraycriteriaforautomaticdetectionandfrontvelocityestimationofsnowavalanchestowardsarealtimeearlywarningsystem AT gulivieri infrasoundarraycriteriaforautomaticdetectionandfrontvelocityestimationofsnowavalanchestowardsarealtimeearlywarningsystem AT akogelnig infrasoundarraycriteriaforautomaticdetectionandfrontvelocityestimationofsnowavalanchestowardsarealtimeearlywarningsystem |
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