Volcanic Processes Monitoring and Hazard Assessment Using Integration of Remote Sensing and Ground-Based Techniques

The monitoring of active volcanoes is a complex task based on multidisciplinary and integrated analyses that use ground, drones and satellite monitoring devices. Over time, and with the development of new technologies and increasing frequency of acquisition, the use of remote sensing to accomplish t...

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Publicado em: MDPI - Multidisciplinary Digital Publishing Institute 2022
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collection Directory of Open Access Books
description The monitoring of active volcanoes is a complex task based on multidisciplinary and integrated analyses that use ground, drones and satellite monitoring devices. Over time, and with the development of new technologies and increasing frequency of acquisition, the use of remote sensing to accomplish this important task has grown enormously. This is especially so with the use of drones and satellites for classifying eruptive events and detecting the opening of new vents, the spreading of lava flows on the surface or ash plumes in the atmosphere, the fallout of tephra on the ground, the intrusion of new magma within the volcano edifice, and the deformation preceding impending eruptions, and many other factors. The main challenge in using remote sensing techniques is to develop automated and reliable systems that may assist the decision maker in volcano monitoring, hazard assessment and risk reduction. The integration with ground-based techniques represents a valuable additional aspect that makes the proposed methods more robust and reinforces the results obtained. This collection of papers is focused on several active volcanoes, such as Stromboli, Etna, and Volcano in Italy; the Long Valley caldera and Kilauea volcano in the USA; and Cotopaxi in Ecuador.
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language eng
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publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
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spelling doab-20.500.12854ir-932022024-04-09T23:16:02Z Volcanic Processes Monitoring and Hazard Assessment Using Integration of Remote Sensing and Ground-Based Techniques Calvari, Sonia Bonaccorso, Alessandro Cappello, Annalisa Giudicepietro, Flora Sansosti, Eugenio Stromboli volcano effusive activity satellite thermal imagery ground-based thermal imagery cinder cone instability pyroclastic density currents Etna volcano lava fountain paroxysmal explosive eruptions ash plume height Landsat 8 satellite images mass discharge rate time-series paroxysmal explosions major explosive events ground and remote sensing monitoring classification of mild Strombolian events lava delta slope failure repeated bathymetric surveys digital elevation models LiDAR PLÉIADES morphological monitoring tephra remote sensing plume height mass eruption rate total erupted mass total grain-size distribution paroxysmal explosive and effusive episodes ash plume volcano monitoring volcanic hazard numerical modeling Long Valley Caldera deformation and gravity joint inversion topography correction heterogenous crust FEM source parameters intrusion density Cotopaxi volcano 1877 eruption primary lahars drone-imagery geological mapping lahar hazard assessment integrated DInSAR and GNSS time series geodetic dataset volcanic deformation early warning applications natural hazards SO2 flux CO2 flux heat flux Vulcano Island geochemical crisis extensive parameters eruption precursors neural networks self-organizing map seismo-acoustic signals ground-based visible and thermal imagery ground deformation volcano deformation automated detection lava fountains n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology The monitoring of active volcanoes is a complex task based on multidisciplinary and integrated analyses that use ground, drones and satellite monitoring devices. Over time, and with the development of new technologies and increasing frequency of acquisition, the use of remote sensing to accomplish this important task has grown enormously. This is especially so with the use of drones and satellites for classifying eruptive events and detecting the opening of new vents, the spreading of lava flows on the surface or ash plumes in the atmosphere, the fallout of tephra on the ground, the intrusion of new magma within the volcano edifice, and the deformation preceding impending eruptions, and many other factors. The main challenge in using remote sensing techniques is to develop automated and reliable systems that may assist the decision maker in volcano monitoring, hazard assessment and risk reduction. The integration with ground-based techniques represents a valuable additional aspect that makes the proposed methods more robust and reinforces the results obtained. This collection of papers is focused on several active volcanoes, such as Stromboli, Etna, and Volcano in Italy; the Long Valley caldera and Kilauea volcano in the USA; and Cotopaxi in Ecuador. 2022-10-25T09:02:00Z 2022-10-25T09:02:00Z 2022 book ONIX_20221025_9783036551197_56 9783036551197 9783036551203 https://directory.doabooks.org/handle/20.500.12854/93202 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/6099 https://mdpi.com/books/pdfview/book/6099 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-5120-3 10.3390/books978-3-0365-5120-3 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036551197 9783036551203 322 open access
spellingShingle Stromboli volcano
effusive activity
satellite thermal imagery
ground-based thermal imagery
cinder cone instability
pyroclastic density currents
Etna volcano
lava fountain
paroxysmal explosive eruptions
ash plume height
Landsat 8 satellite images
mass discharge rate time-series
paroxysmal explosions
major explosive events
ground and remote sensing monitoring
classification of mild Strombolian events
lava delta
slope failure
repeated bathymetric surveys
digital elevation models
LiDAR
PLÉIADES
morphological monitoring
tephra
remote sensing
plume height
mass eruption rate
total erupted mass
total grain-size distribution
paroxysmal explosive and effusive episodes
ash plume
volcano monitoring
volcanic hazard
numerical modeling
Long Valley Caldera
deformation and gravity joint inversion
topography correction
heterogenous crust
FEM
source parameters
intrusion density
Cotopaxi volcano
1877 eruption
primary lahars
drone-imagery
geological mapping
lahar hazard assessment
integrated DInSAR and GNSS time series
geodetic dataset
volcanic deformation
early warning applications
natural hazards
SO2 flux
CO2 flux
heat flux
Vulcano Island
geochemical crisis
extensive parameters
eruption precursors
neural networks
self-organizing map
seismo-acoustic signals
ground-based visible and thermal imagery
ground deformation
volcano deformation
automated detection
lava fountains
n/a
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
Volcanic Processes Monitoring and Hazard Assessment Using Integration of Remote Sensing and Ground-Based Techniques
title Volcanic Processes Monitoring and Hazard Assessment Using Integration of Remote Sensing and Ground-Based Techniques
title_full Volcanic Processes Monitoring and Hazard Assessment Using Integration of Remote Sensing and Ground-Based Techniques
title_fullStr Volcanic Processes Monitoring and Hazard Assessment Using Integration of Remote Sensing and Ground-Based Techniques
title_full_unstemmed Volcanic Processes Monitoring and Hazard Assessment Using Integration of Remote Sensing and Ground-Based Techniques
title_short Volcanic Processes Monitoring and Hazard Assessment Using Integration of Remote Sensing and Ground-Based Techniques
title_sort volcanic processes monitoring and hazard assessment using integration of remote sensing and ground based techniques
topic Stromboli volcano
effusive activity
satellite thermal imagery
ground-based thermal imagery
cinder cone instability
pyroclastic density currents
Etna volcano
lava fountain
paroxysmal explosive eruptions
ash plume height
Landsat 8 satellite images
mass discharge rate time-series
paroxysmal explosions
major explosive events
ground and remote sensing monitoring
classification of mild Strombolian events
lava delta
slope failure
repeated bathymetric surveys
digital elevation models
LiDAR
PLÉIADES
morphological monitoring
tephra
remote sensing
plume height
mass eruption rate
total erupted mass
total grain-size distribution
paroxysmal explosive and effusive episodes
ash plume
volcano monitoring
volcanic hazard
numerical modeling
Long Valley Caldera
deformation and gravity joint inversion
topography correction
heterogenous crust
FEM
source parameters
intrusion density
Cotopaxi volcano
1877 eruption
primary lahars
drone-imagery
geological mapping
lahar hazard assessment
integrated DInSAR and GNSS time series
geodetic dataset
volcanic deformation
early warning applications
natural hazards
SO2 flux
CO2 flux
heat flux
Vulcano Island
geochemical crisis
extensive parameters
eruption precursors
neural networks
self-organizing map
seismo-acoustic signals
ground-based visible and thermal imagery
ground deformation
volcano deformation
automated detection
lava fountains
n/a
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
topic_facet Stromboli volcano
effusive activity
satellite thermal imagery
ground-based thermal imagery
cinder cone instability
pyroclastic density currents
Etna volcano
lava fountain
paroxysmal explosive eruptions
ash plume height
Landsat 8 satellite images
mass discharge rate time-series
paroxysmal explosions
major explosive events
ground and remote sensing monitoring
classification of mild Strombolian events
lava delta
slope failure
repeated bathymetric surveys
digital elevation models
LiDAR
PLÉIADES
morphological monitoring
tephra
remote sensing
plume height
mass eruption rate
total erupted mass
total grain-size distribution
paroxysmal explosive and effusive episodes
ash plume
volcano monitoring
volcanic hazard
numerical modeling
Long Valley Caldera
deformation and gravity joint inversion
topography correction
heterogenous crust
FEM
source parameters
intrusion density
Cotopaxi volcano
1877 eruption
primary lahars
drone-imagery
geological mapping
lahar hazard assessment
integrated DInSAR and GNSS time series
geodetic dataset
volcanic deformation
early warning applications
natural hazards
SO2 flux
CO2 flux
heat flux
Vulcano Island
geochemical crisis
extensive parameters
eruption precursors
neural networks
self-organizing map
seismo-acoustic signals
ground-based visible and thermal imagery
ground deformation
volcano deformation
automated detection
lava fountains
n/a
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
url ONIX_20221025_9783036551197_56