The 2011-2013 unrest at Campi Flegrei (Italy) detected by remote sensing and GPS data, and related source modelling
has assertion: assertion
has provenance: provenance
has publication info: pubinfo
type: Nanopublication
created: 2026-03-03T16:19:03.859+01:00
creator: RoCrateBot
type: RoCrateNanopub

Earth sciences
type: DefinedTerm

European Commission
doi: 10.13039/501100000781
type: Organization

Elisa Trasatti
type: Agent

RELIANCE
title: Research Lifecycle Management for Earth Science Communities and Copernicus Users
type: Grant

computer programming
type: Domain
norm score: 100.0
score: 8.6

execution
type: Concept
norm score: 8.774373259052926
score: 6.3

computer code
type: Concept
norm score: 10.584958217270195
score: 7.6

Research Object
type: Lemma
norm score: 11.092150170648464
score: 6.5

unrest phase
type: Phrase
norm score: 29.057888762769583
score: 25.6

unrest
type: Lemma
norm score: 20.819112627986346
score: 12.2

Riot
type: IPTC
path: Conflicts, war and peace/Civil unrest/Riot

Campi Flegrei caldera
type: Phrase
norm score: 28.036322360953463
score: 24.7

This Research Object has been created using the Reliance services.
type: Sentence
norm score: 14.803312629399587
score: 14.3

earth sciences
type: FieldOfResearch
norm score: 100.0
score: 0.9809998273849487

Italy
type: Place
wikidata: https://www.wikidata.org/wiki/Q38

Italy
type: Lemma
norm score: 13.822525597269625
score: 8.1

caldera
type: Concept
norm score: 10.724233983286908
score: 7.7

reliance service
type: Phrase
norm score: 29.852440408626563
score: 26.3

Campi Flegrei
type: Lemma
norm score: 17.747440273037544
score: 10.4

service
type: Concept
norm score: 7.381615598885794
score: 5.3

phase
type: Concept
norm score: 6.824512534818942
score: 4.9

sill
type: Concept
norm score: 5.013927576601671
score: 3.6

remote sensing
type: Lemma
norm score: 10.750853242320819
score: 6.3

outcome
type: Concept
norm score: 5.431754874651811
score: 3.9

The 2011-2013
type: TimeReference

reliance
type: Concept
norm score: 8.495821727019498
score: 6.1

unrest at Campi Flegrei
type: Phrase
norm score: 5.334846765039728
score: 4.7

during 2011-2013
type: TimeReference

The 2011-2013 unrest at Campi Flegrei (Italy) detected by remote sensing and GPS data, and related source modelling.
type: Sentence
norm score: 48.550724637681164
score: 46.9

geology
type: FieldOfResearch
norm score: 100.0
score: 0.9809998273849487

communications and radar
type: NASA
norm score: 100.0
score: 0.4636926054954529

caldera
type: Lemma
norm score: 12.969283276450511
score: 7.6

engineering
type: NASA
norm score: 100.0
score: 0.4636926054954529

source modelling
type: Phrase
norm score: 7.71850170261067
score: 6.8

Geology
type: IPTC
path: Science and technology/Natural science/Geology

ferment
type: Concept
norm score: 16.991643454038996
score: 12.2

It contains results from the run of the VSM code, related to the modelling of the unrest phase at Campi Flegrei caldera (Italy) during 2011-2013.
type: Sentence
norm score: 36.64596273291926
score: 35.4

Italy
type: Concept
norm score: 11.28133704735376
score: 8.1

https://w3id.org/ro-id/f60c5109-024f-434a-b724-8aea3091e134/#1ede41b1-0cbc-40ce-a497-9d1a465d86f2
name: POLYGON ((14.035886257001554 40.777895197160575, 14.244485753621099 40.777895197160575, 14.244485753621099 40.91296788888919, 14.035886257001554 40.91296788888919, 14.035886257001554 40.777895197160575))
type: Place

https://w3id.org/ro-id/f60c5109-024f-434a-b724-8aea3091e134/#979c005c-a5b1-4c92-bc1b-45cc04239c4b
name: POLYGON ((14.035886257001554 40.777895197160575, 14.244485753621099 40.777895197160575, 14.244485753621099 40.91296788888919, 14.035886257001554 40.91296788888919, 14.035886257001554 40.777895197160575))
polygon: 14.035886257001554 40.777895197160575, 14.244485753621099 40.777895197160575, 14.244485753621099 40.91296788888919, 14.035886257001554 40.91296788888919, 14.035886257001554 40.777895197160575
type: GeoShape

service-account-enrichment
type: Agent

The 2011-2013 unrest at Campi Flegrei (Italy) detected by remote sensing and GPS data, and related source modelling
about: Earth sciences
author: Elisa Trasatti
content size: 572443
creator: Elisa Trasatti
date created: 2022-03-21 14:28:15.713842+00:00
date modified: 2025-03-05 01:26:32.623023+00:00
date published: 2022-03-21 14:28:15.713842+00:00
description: This Research Object has been created using the Reliance services. It contains results from the run of the VSM code, related to the modelling of the unrest phase at Campi Flegrei caldera (Italy) during 2011-2013. The forward model is a sill-like source.
encoding format: application/ld+json
funding: RELIANCE
license: no-permission
creation mode: MANUAL
has geometry: https://w3id.org/ro-id/f60c5109-024f-434a-b724-8aea3091e134/94ade536-6dc3-41c5-9236-a53e25eda17a
type: ResearchObject
type: LiveRO
type: Dataset
type: earth-scienceExecutableResearchObject
type: ExecutableResearchObject
domain: computer programming
place: Italy
concept: execution
concept: computer code
concept: caldera
concept: service
concept: phase
concept: sill
concept: outcome
concept: reliance
concept: ferment
concept: Italy
concept: remote sensing
field of research: earth sciences
field of research: geology
IPTC: Riot
IPTC: Geology
lemma: Research Object
lemma: unrest
lemma: Italy
lemma: Campi Flegrei
lemma: remote sensing
lemma: caldera
lemma: code
NASA: communications and radar
NASA: engineering
phrase: unrest phase
phrase: Campi Flegrei caldera
phrase: reliance service
phrase: unrest at Campi Flegrei
phrase: source modelling
sentence: This Research Object has been created using the Reliance services.
sentence: The 2011-2013 unrest at Campi Flegrei (Italy) detected by remote sensing and GPS data, and related source modelling.
sentence: It contains results from the run of the VSM code, related to the modelling of the unrest phase at Campi Flegrei caldera (Italy) during 2011-2013.
time reference: The 2011-2013
time reference: during 2011-2013
cite-as: Trasatti, Elisa, and Raul Palma. "The 2011-2013 unrest at Campi Flegrei (Italy) detected by remote sensing and GPS data, and related source modelling." ROHub. Mar 21 ,2022. https://w3id.org/ro-id/f60c5109-024f-434a-b724-8aea3091e134.

https://w3id.org/ro-id/f60c5109-024f-434a-b724-8aea3091e134/94ade536-6dc3-41c5-9236-a53e25eda17a
as WKT: POLYGON ((14.035886257001554 40.777895197160575, 14.244485753621099 40.777895197160575, 14.244485753621099 40.91296788888919, 14.035886257001554 40.91296788888919, 14.035886257001554 40.777895197160575))
type: Geometry
type: Polygon

biblio
type: Folder
type: Dataset

input
type: Folder
type: Dataset

tool
type: Folder
type: Dataset

output
type: Folder
type: Dataset

GNSS data
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:35:42.054156+00:00
date modified: 2022-03-21 14:35:42.461468+00:00
description: GNSS data from 2011-2013 at Campi Flegrei (Italy)
license: no-permission
sd date published: 2022-03-21 14:35:42.054156+00:00
type: Dataset
type: Resource
type: MediaObject

2D statistics
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:38:23.571709+00:00
date modified: 2022-03-21 14:38:23.812721+00:00
license: no-permission
sd date published: 2022-03-21 14:38:23.571709+00:00
type: Result
type: Resource
type: MediaObject

Models generated by VSM during the search
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:38:26.076670+00:00
date modified: 2022-03-21 14:38:27.054035+00:00
license: no-permission
sd date published: 2022-03-21 14:38:26.076670+00:00
type: Result
type: Resource
type: MediaObject

1D2D statistics plot
author: Elisa Trasatti
content size: 142385
creator: Elisa Trasatti
date created: 2022-03-21 14:38:16.465827+00:00
date modified: 2022-03-21 14:38:19.904996+00:00
encoding format: image/png
license: no-permission
sd date published: 2022-03-21 14:38:16.465827+00:00
type: Result
type: Resource
type: MediaObject

Parameters vs sampling
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:36:18.964771+00:00
date modified: 2022-03-21 14:36:19.210329+00:00
license: no-permission
sd date published: 2022-03-21 14:36:18.964771+00:00
type: Result
type: Resource
type: MediaObject

Log of the run
author: Elisa Trasatti
content size: 3783
creator: Elisa Trasatti
date created: 2022-03-21 14:36:09.998299+00:00
date modified: 2022-03-21 14:36:15.351764+00:00
license: no-permission
sd date published: 2022-03-21 14:36:09.998299+00:00
type: ResultGenerationRun
type: Resource
type: MediaObject

Notebook to create the RO with the modelling by VSM
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:45:12.651870+00:00
date modified: 2023-05-16 17:28:33.657070+00:00
description: Jupyter Notebook to create a RO related to the VSM code with geodetic data
license: no-permission
sd date published: 2022-03-21 14:45:12.651870+00:00
type: Resource
type: MediaObject
type: earth-scienceJupyterNotebook

InSAR data ascending orbit
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:34:48.379532+00:00
date modified: 2022-03-21 14:34:48.827317+00:00
description: Subsampled ascending COSMO-SkyMed data from 2011-2013 at Campi Flegrei (Italy)
license: no-permission
sd date published: 2022-03-21 14:34:48.379532+00:00
type: Dataset
type: Resource
type: MediaObject

VSM code - Research Object
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-04-07 14:29:38.499091+00:00
date modified: 2022-04-07 14:29:39.070657+00:00
license: no-permission
sd date published: 2022-04-07 14:29:38.499091+00:00
type: ResearchObject
type: Resource
type: MediaObject

1D statistics
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:36:21.281939+00:00
date modified: 2022-03-21 14:36:22.053015+00:00
license: no-permission
sd date published: 2022-03-21 14:36:21.281939+00:00
type: Result
type: Resource
type: MediaObject

Data - Model - Residuals with InSAR ascending data
author: Elisa Trasatti
content size: 219361
creator: Elisa Trasatti
date created: 2022-03-21 14:29:36.555162+00:00
date modified: 2022-03-21 14:29:43.603620+00:00
description: Data - Model - Residuals with InSAR ascending data
encoding format: image/png
license: no-permission
sd date published: 2022-03-21 14:29:36.555162+00:00
type: Sketch
type: Resource
type: MediaObject

VSM input file
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:35:48.870884+00:00
date modified: 2022-03-21 14:35:50.447608+00:00
description: VSM input file
license: no-permission
sd date published: 2022-03-21 14:35:48.870884+00:00
type: Resource
type: MediaObject

Best-fit values of the source
author: Elisa Trasatti
content size: 78
creator: Elisa Trasatti
date created: 2022-03-21 14:38:31.105730+00:00
date modified: 2022-03-21 14:38:35.520749+00:00
encoding format: text/csv
license: no-permission
sd date published: 2022-03-21 14:38:31.105730+00:00
type: Result
type: Resource
type: MediaObject

Synthetic SAR data - ascending orbit
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:38:50.354159+00:00
date modified: 2022-03-21 14:38:50.953634+00:00
license: no-permission
sd date published: 2022-03-21 14:38:50.354159+00:00
type: Result
type: Resource
type: MediaObject

Notebook with the modelling by VSM
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:36:01.789014+00:00
date modified: 2023-05-16 17:26:47.498835+00:00
description: Jupyter Notebook for running the VSM code with geodetic data
license: no-permission
sd date published: 2022-03-21 14:36:01.789014+00:00
type: Resource
type: MediaObject
type: earth-scienceJupyterNotebook

Logo of VSM in Reliance
author: Elisa Trasatti
content size: 16805
creator: Elisa Trasatti
date created: 2022-03-21 14:33:11.893197+00:00
date modified: 2022-03-21 14:33:16.651540+00:00
encoding format: image/gif
license: no-permission
sd date published: 2022-03-21 14:33:11.893197+00:00
type: Resource
type: ImageObject
type: MediaObject

Geodetic constraints to the source mechanism of the 2011-2013 unrest at Campi Flegrei (Italy) caldera
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:32:40.155693+00:00
date modified: 2022-03-21 14:32:40.809816+00:00
description: Geodetic constraints to the source mechanism of the 2011-2013 unrest at Campi Flegrei (Italy) caldera. E. Trasatti, M. Polcari, M. Bonafede, S. Stramondo (2015). Geophysical Research Letters 42(10). https://doi.org/10.1002/2015GL063621
license: no-permission
sd date published: 2022-03-21 14:32:40.155693+00:00
type: BibliographicResource
type: Resource
type: MediaObject

InSAR data descending orbit
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:35:19.397771+00:00
date modified: 2022-03-21 14:35:20.079215+00:00
description: Subsampled descending COSMO-SkyMed data from 2011-2013 at Campi Flegrei (Italy)
license: no-permission
sd date published: 2022-03-21 14:35:19.397771+00:00
type: Dataset
type: Resource
type: MediaObject

Synthetic SAR data - descending orbit
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:39:06.003412+00:00
date modified: 2022-03-21 14:39:06.258207+00:00
license: no-permission
sd date published: 2022-03-21 14:39:06.003412+00:00
type: Result
type: Resource
type: MediaObject

Synthetic GNSS data
author: Elisa Trasatti
creator: Elisa Trasatti
date created: 2022-03-21 14:39:12.282486+00:00
date modified: 2022-03-21 14:39:12.520490+00:00
license: no-permission
sd date published: 2022-03-21 14:39:12.282486+00:00
type: Result
type: Resource
type: MediaObject

Data - Model - Residuals with InSAR descending data
author: Elisa Trasatti
content size: 180514
creator: Elisa Trasatti
date created: 2022-03-21 14:42:28.006701+00:00
date modified: 2022-03-21 14:42:34.299242+00:00
description: Data - Model - Residuals with InSAR descending data
encoding format: image/png
license: no-permission
sd date published: 2022-03-21 14:42:28.006701+00:00
type: Result
type: Resource
type: MediaObject

code
type: Lemma
norm score: 12.79863481228669
score: 7.5

remote sensing
type: Concept
norm score: 8.495821727019498
score: 6.1

Raul Palma
type: Agent

sig
has algorithm: RSA
signed by: RoCrateBot