cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4n8vb5
title: Occurrence Download

description: A dataset containing 867694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tanagra Duponchel, 1829, Tangana Davies, 2003, Tangaroa Marcus, 1952, Tangaroa R.T. & J.R.Bell, 1978, Tanara Hort., 2001, Tangarao Marcus, 1952, Tungara Emeljanov, 1999, ×Tanara Anon., Tangara Brisson, 1760, Talgara Mey, 1991, Tanagra Linnaeus, 1764, Tangana Ramme, 1929, Tangaroa Lehtinen, 1967, Tangata Forster & Platnick, 1985, Tanagra Duponchel, 1829, Tangana Davies, 2003, Tangaroa Marcus, 1952, Tangaroa R.T. & J.R.Bell, 1978, Tanara Hort., 2001, Tangarao Marcus, 1952, Tungara Emeljanov, 1999, ×Tanara Anon., Tangara Brisson, 1760, Talgara Mey, 1991, Tanagra Linnaeus, 1764, Tangana Ramme, 1929, Tangaroa Lehtinen, 1967, Tangata Forster & Platnick, 1985, Tanagra Duponchel, 1829, Tangana Davies, 2003, Tangaroa Marcus, 1952, Tangaroa R.T. & J.R.Bell, 1978, Tanara Hort., 2001, Tangarao Marcus, 1952, Tungara Emeljanov, 1999, ×Tanara Anon., Tangara Brisson, 1760, Talgara Mey, 1991, Tanagra Linnaeus, 1764, Tangana Ramme, 1929, Tangaroa Lehtinen, 1967, Tangata Forster & Platnick, 1985, Tanagra Duponchel, 1829, Tangana Davies, 2003, Tangaroa Marcus, 1952, Tangaroa R.T. & J.R.Bell, 1978, Tanara Hort., 2001, Tangarao Marcus, 1952, Tungara Emeljanov, 1999, ×Tanara Anon., Tangara Brisson, 1760, Talgara Mey, 1991, Tanagra Linnaeus, 1764, Tangana Ramme, 1929, Tangaroa Lehtinen, 1967, Tangata Forster & Platnick, 1985, Tanagra Duponchel, 1829, Tangana Davies, 2003, Tangaroa Marcus, 1952, Tangaroa R.T. & J.R.Bell, 1978, Tanara Hort., 2001, Tangarao Marcus, 1952, Tungara Emeljanov, 1999, ×Tanara Anon., Tangara Brisson, 1760, Talgara Mey, 1991, Tanagra Linnaeus, 1764, Tangana Ramme, 1929, Tangaroa Lehtinen, 1967, Tangata Forster & Platnick, 1985, Tanagra Duponchel, 1829, Tangana Davies, 2003, Tangaroa Marcus, 1952, Tangaroa R.T. & J.R.Bell, 1978, Tanara Hort., 2001, Tangarao Marcus, 1952, Tungara Emeljanov, 1999, ×Tanara Anon., Tangara Brisson, 1760, Talgara Mey, 1991, Tanagra Linnaeus, 1764, Tangana Ramme, 1929, Tangaroa Lehtinen, 1967, Tangata Forster & Platnick, 1985, Tanagra Duponchel, 1829, Tangana Davies, 2003, Tangaroa Marcus, 1952, Tangaroa R.T. & J.R.Bell, 1978, Tanara Hort., 2001, Tangarao Marcus, 1952, Tungara Emeljanov, 1999, ×Tanara Anon., Tangara Brisson, 1760, Talgara Mey, 1991, Tanagra Linnaeus, 1764, Tangana Ramme, 1929, Tangaroa Lehtinen, 1967, Tangata Forster & Platnick, 1985, Tanagra Duponchel, 1829, Tangana Davies, 2003)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 867694 records from 267 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013950-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urg3u4
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia eylesii Rendle"
 ]
}

 The dataset includes 33 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049545-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32xket
title: Occurrence Download

description: A dataset containing 3762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stemonuraceae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3762 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001825-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cghuv2
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sairocarpus subcordatus (A.Gray) D.A.Sutton"
 ]
}

 The dataset includes 203 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027095-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmqwrb
title: Occurrence Download

description: A dataset containing 3470 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spinachia spinachia (Linnaeus, 1758)"
 ]
}

 The dataset includes 3470 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041509-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.orja9n
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Country is Mexico",
 "DatasetKey is MVZ Herp Collection (Arctos)",
 "HasCoordinate is true",
 "TaxonKey is Pituophis deppei (Duméril, 1853)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001825-170822121629195/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.opspvt
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sairocarpus vexillocalyculatus (Kellogg) D.A.Sutton"
 ]
}

 The dataset includes 230 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027096-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65tlfi
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parthenium argentatum A.Gray",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 119 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001826-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6cspw
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pakicetidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021327-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fruitm
title: Occurrence Download

description: A dataset containing 8280978 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fabaceae",
 "HasCoordinate is true",
 {
 "or" : [
 "HasGeospatialIssue is false",
 "HasGeospatialIssue is true"
 ]
 }
 ]
}

 The dataset includes 8280978 records from 1433 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027097-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wykndi
title: Occurrence Download

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((29.88522 -19.86603,30.32536 -19.86603,30.32536 -19.42657,29.88522 -19.42657,29.88522 -19.86603))"
 ]
}

 The dataset includes 430 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027701-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zphtku
title: Occurrence Download

description: A dataset containing 7038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Honduras",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 7038 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206385-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vnpwy
title: Occurrence Download

description: A dataset containing 1053 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wisteria brachybotrys Siebold & Zucc."
 ]
}

 The dataset includes 1053 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144653-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7rhp2
title: Occurrence Download

description: A dataset listing the 1796 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.84348 39.40928,-5.95609 37.5196,-7.60272 33.43596,-1.04079 34.6216,4.29429 36.11455,9.68142 35.26846,11.83302 31.93129,15.2141 29.80165,24.65018 30.4536,30.97323 30.38774,36.68155 32.42956,36.39613 36.68884,28.92267 38.44272,24.44384 38.26708,21.26035 40.28694,17.86203 44.94769,11.23426 45.84003,5.97252 45.02977,2.65731 43.31728,-1.84348 39.40928))",
 "TaxonKey is Porifera"
 ]
}

 The dataset's 1796 records were derived from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034029-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kok6sl
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adenophorus tripinnatifidus Gaudich."
 ]
}

 The dataset includes 249 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027702-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knjap9
title: Occurrence Download

description: A dataset containing 442 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Androstephium breviflorum S.Watson"
 ]
}

 The dataset includes 442 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152795-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ub82m8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra asikii Hilliard & B.L.Burtt"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016166-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thuazw
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyloscirtus psarolaimus (Duellman & Hillis, 1990)"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027697-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjpxgk
title: Occurrence Download

description: A dataset listing the 35 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Chronicle of Nature - Phenology of Plants of Central Forest State Nature Biosphere Reserve",
 "Geometry POLYGON((24.14953 50.10157,43.85047 50.10157,43.85047 63.89843,24.14953 63.89843,24.14953 50.10157))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 35 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203441-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmuk3x
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bidens ekmanii O.E.Schulz ex Urb."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144654-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hzs8u
title: Occurrence Download

description: A dataset containing 2383 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Urocitellus beldingi (Merriam, 1888)"
 ]
}

 The dataset includes 2383 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066697-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh3sis
title: Occurrence Download

description: A dataset containing 982 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazilia boucardi (Mulsant, 1877)"
 ]
}

 The dataset includes 982 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027704-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcq6z2
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-109.10303 31.34619,-108.2373 31.33301,-108.22412 31.76807,-106.5498 31.79004,-106.51904 32.13721,-103.13965 32.17675,-103.24951 37.83252,-109.17334 37.83252,-109.10303 31.34619))",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183026-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emh7u4
title: Occurrence Download

description: A dataset containing 2338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Didelphidae"
 ]
}

 The dataset includes 2338 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034076-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ik061d
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Theropithecus gelada (Rüppell, 1835)"
 ]
}

 The dataset includes 268 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027704-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxzhuj
title: Occurrence Download

description: A dataset containing 163041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is inaturalist",
 "MediaType is Image",
 "TaxonKey is Hesperiidae"
 ]
}

 The dataset includes 163041 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152805-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ovs9gc
title: Occurrence Download

description: A dataset containing 5062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "TaxonKey is Dalatias licha (Bonnaterre, 1788)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5062 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027705-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zza2mj
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Peromyscus simulus Osgood, 1904"
 ]
}

 The dataset includes 338 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066724-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npgvup
title: Occurrence Download

description: A dataset containing 533691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Spirodela polyrhiza (L.) Schleid.",
 "TaxonKey is Pistia stratiotes L.",
 "TaxonKey is Lemna trisulca L.",
 "TaxonKey is Lemna minor L.",
 "TaxonKey is Lemna gibba L."
 ]
 }
 ]
}

 The dataset includes 533691 records from 1008 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208256-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.treqbf
title: Occurrence Download

description: A dataset containing 369740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "Geometry POLYGON((35.81543 2.63579,47.3291 2.63579,47.3291 14.94478,35.81543 14.94478,35.81543 2.63579))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 369740 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027705-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13885955
title: Dataset for the plots in paper: 'A Kronecker product accelerated efficient sparse Gaussian Process (E-SGP) for flow emulation' in 'Journal of Computational Physics'

description: The .xlsx file contains the data used for the plots Fig. 3, 4, 7, 8 and 9 in the paper 'Kronecker product accelerated efficient sparse Gaussian Process (E-SGP) for flow emulation'.
DOI: 10.5281/zenodo.13885956
title: Dataset for the plots in paper: 'A Kronecker product accelerated efficient sparse Gaussian Process (E-SGP) for flow emulation' in 'Journal of Computational Physics'

description: The .xlsx file contains the data used for the plots Fig. 3, 4, 7, 8 and 9 in the paper 'Kronecker product accelerated efficient sparse Gaussian Process (E-SGP) for flow emulation'.
DOI: 10.15468/dl.trbth5
title: Occurrence Download

description: A dataset containing 46044 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Paulownia tomentosa (Thunb.) Steud."
 ]
}

 The dataset includes 46044 records from 378 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039269-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26038018
title: Supplementary Reproducible Workflow Datapack for Veseli et al. 2023

description: Datapack for the supplementary reproducible workflow associated with the study by Veseli et al. titled "Microbes with higher metabolic independence are enriched in human gut microbiomes under stress" (https://doi.org/10.7554/eLife.89862.1). Contains data, scripts, and output files used to validate our approach to compute per-population copy numbers of metabolic pathways from metagenomic data. See
DOI: 10.6084/m9.figshare.26038018.v2
title: Supplementary Reproducible Workflow Datapack for Veseli et al. 2023

description: Datapack for the supplementary reproducible workflow associated with the study by Veseli et al. titled "Microbes with higher metabolic independence are enriched in human gut microbiomes under stress" (https://doi.org/10.7554/eLife.89862.1). Contains data, scripts, and output files used to validate our approach to compute per-population copy numbers of metabolic pathways from metagenomic data. See
DOI: 10.5281/zenodo.12701193
title: Source data related to the manuscript by Zhou et al (2024), entitled "Impaired Functional Connectivity of Cortico-Amygdala Pathway Can Drive Social Behavior Deficits in Synucleinopathies"
DOI: 10.5281/zenodo.12701192
title: Source data related to the manuscript by Zhou et al (2024), entitled "Impaired Functional Connectivity of Cortico-Amygdala Pathway Can Drive Social Behavior Deficits in Synucleinopathies"
DOI: 10.5281/zenodo.13885963
title: Source data related to the manuscript by Zhou et al (2024), entitled "Impaired Functional Connectivity of Cortico-Amygdala Pathway Can Drive Social Behavior Deficits in Synucleinopathies"
DOI: 10.5518/244
title: Living with Dying: Everyday Cultures of Dying within Family Life in Britain, c.1900s-1950s (Intern project)

description: Living with Dying: Everyday Cultures of Dying within Family Life in Britain, c.1900s-1950s' is a major AHRC funded project examining how death and dying were understood, discussed and experienced within everyday life. As part of the project were funded two internships, in collaboration with Special Collections at the University of Leeds, outputs include a report about the Leeds General Cemetery Burial Registers, held in Special Collections, as well as blog posts and other materials.
DOI: 10.5518/247
title: Sex-specific effects of social isolation on ageing in Drosophila melanogaster dataset

description: These data are from Leech et al 2017, which show that social environments affect ageing differently for male and female fruit flies.
DOI: 10.5281/zenodo.10471527
title: Det-RAN Dataset. RRC Messages from Colosseum Testbed

description: This is the dataset used in the paper A. Scalingi, S. D'oro, F. Restuccia, T. Melodia, D. Giustiniano "Det-RAN: Data-Driven Cross-Layer Real-TimeAttack Detection in 5G Open RANs". The data contains the IQ and PHY characteristics in different emulated scenarios. For each scenario, we collect frequency-domain IQ samples for the RRC messages using srsRAN in the Colosseum.

The dataset consists in 5 UE and 1 basestation. Central Frequency 1Ghz. Bandwidth used 20MHz @ 23.04 Msps. In the scenario folders, there are two subfolders with the RRC messages and the DMRS signal collected

In the RRC folder, there is one file related to the RRC sent from a single user and one file containing all of them "_all_ues_"

Please cite our work if you use our dataset.