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The VSM (Volcano Source Modeling) workflow models ground deformation detected by the most common geodetic techniques (interferometric SAR, GPS, and leveling). VSM performs geophysical inversion modeling of observation of ground deformation to retrieve the parameters of the causative magmatic source. A magmatic source can be approximated (modeled) by a confined part of crust with a certain shape (e.g., a sphere, a sill, a dyke, a spheroid), which is inflating/deflating because of a change in the internal magma/gas pressure. Each shape is going to generate a certain surface deformation pattern, and comparing the modeled deformation with that actually observed at the surface, it is possible to estimate the best-fit source parameters. The VSM tool carries out this task by minimizing the difference between the observed and the computed displacement field, through a process called data inversion. The VSM software tool is developed by INGV, in Fortran 90. The non-linear inversion core is by M. Sambridge. More details can be found in the documentation included 'HOW_TO_USE' file.
This RO contains the results of the geodetic inversion of the 2004-2006 InSAR data at Campi Flegrei (Italy) due to the action of a deep magmatic source.
Data can be also found in the following Research Object Link:
http://sandbox.rohub.org/rodl/ROs/InSAR_Campi_Flegrei_2004_2006-release/ DOI: 10.5072/ro-id.F95NIHF8QA
The workflow included can be run in the Taverna Runner in the Virtual Research Environment provided by EVER-EST project https://vre.ever-est.eu/supersites/
Link to the executable VSM_exe_url: http://box.everest.psnc.pl/f/11ef876776/?raw=1
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InSAR
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geodetic data
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unrest
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7.999999999999999
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10.2
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3.306026916325336
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11.3
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geophysics
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1.5
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https://w3id.org/ro-id/8cf5ddae-b9c8-47f0-87ad-bc39d66b882d
https://w3id.org/ro/terms/earth-science#path
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Canberra
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3.3930254476908575
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3.6
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Interior
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neighbourhood approximation
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2.6666666666666665
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3.4
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PostScript Printer Description
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3.013458162668227
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10.3
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Delaware
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https://w3id.org/ro/terms/earth-science#wikidata
https://www.wikidata.org/wiki/Q1393
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The VSM tool carries out this task by minimizing the difference between the observed and the computed displacement field, through a process called data inversion.
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11.21583411875589
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11.9
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PPD
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4.9
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mathematical and computer sciences
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32.30865552115526
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0.7816620469093323
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integral
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3.961748633879781
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5.8
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problem
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4.508196721311475
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6.6
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computer operations and hardware
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32.30865552115526
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0.7816620469093323
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data inversion
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6.196078431372549
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7.9
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data inversion
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4.627450980392157
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5.9
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resampling algorithm
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3.372549019607843
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4.3
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Science and technology/Natural science/Geology
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Economy, business and finance/Economic sector/Computing and information technology/Software
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Software
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Economy, business and finance/Economic sector/Computing and information technology/Software
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linguistics
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7.786885245901638
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7.6
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Language
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Arts, culture and entertainment/Culture/Language
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algorithm
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4.781420765027322
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7.0
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software
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8.811475409836065
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8.6
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The VSM (Volcano Source Modeling) workflow models ground deformation detected by the most common geodetic techniques (interferometric SAR, GPS, and leveling). VSM performs geophysical inversion modeling of observation of ground deformation to retrieve the parameters of the causative magmatic source.
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30.254476908576812
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32.1
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earth sciences
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of the 2004-2006
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Genetics
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workflow
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2.077238150965477
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7.1
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ground deformation
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11.2
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information
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2.3405500292568755
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8.0
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deformation
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EDM data
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