cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5518/789
title: Dataset associated with "Nested-Nanobubbles for Ultrasound Triggered Drug Release"

description: Due to their size (1-10 μm) microbubble-based drug delivery agents suffer from confinement to the vasculature, limiting tumour penetration and potentially reducing drug efficacy. Nanobubbles (NBs) have emerged as promising candidates for ultrasound triggered drug delivery, due to their small size allowing drug delivery complexes to take advantage of the enhanced permeability and retention effect. In this study we describe a simple method for production of Nested-NBs, by encapsulation of nanobubbles (~ 100 nm) within drug loaded liposomes. This method combines the efficient and well-established drug loading capabilities of liposomes, whilst utilising NBs as an acoustic trigger for drug release. Encapsulation was characterised using Transmission Electron Microscopy with encapsulation efficiency of 22 ± 2 %. Nested-NBs demonstrated echogenicity using diagnostic B-mode imaging and acoustic emissions were monitored during high intensity focused ultrasound (HIFU) in addition to monitoring of model drug release. Results showed that although the encapsulated NBs were destroyed by pulsed HIFU (peak negative pressure 1.54 – 4.83 MPa), signified by loss of echogenicity and detection of inertial cavitation, no model drug release was observed. Changing modality to continuous wave (CW) HIFU produced release across a range of peak negative pressures (2.01 – 3.90 MPa), likely due to a synergistic effect of mechanical and increased thermal stimuli. Due to this, we predict that our NBs contain a mixed population of both gaseous and liquid core particles, which upon CW HIFU undergo rapid phase conversion, triggering liposomal drug release. This hypothesis was investigated using previously described models to predict the existence of droplets and their phase change potential and the ability of this phase change to induce liposomal drug release.
DOI: 10.6073/pasta/a1d3b49f7f9da60e97a7c3155df45531
title: Abundance and Size of Seagrass-Associated Fishes in the Virginia Coastal Lagoons, 2019-2024

description: These data comprise annual summer estimates of the abundance (counts) and size (length) of fishes across restored seagrass meadows of the Virginia coastal lagoons. Fish were collected using a 25-ft (7.62-m) wide beach seine hauled by hand over a 25 m linear swath of the seafloor. Seine hauls were collected in June at 31 sites (1 haul per site). All fish caught in the seine were identified to lowest practical taxonomic level, counted, measured (total length), and released. Data collection began in June 2019 and continues annually (sampling was not carried out in 2020 due to logistical interruptions associated with the COVID-19 pandemic). 
 Data on water temperature, salinity, and conductivity were collected while sampling occurred using a YSI 30 probe. Dissolved oxygen measurements were collected using a YSI ProODO probe. In 2019, these data were collected on at the top and bottom of the water column, but in 2021 and subsequent sampling only one observation (mid-water column) was made. To reconcile this difference for the combined data set, top and bottom environmental measurements from 2019 were averaged.
 Each fish collection site is co-located with a nearby synoptic site where long-term measurements of seagrass, sediments, and fauna are made. The relationship between site names and coordinates are given in Synoptic_fish_sites.csv. The sites where fish sampling occurred are different and are given by the "fish_sites" column, with coordinates for these sites under the "fish_longitude" and "fish_latitude" columns. Importantly, the coordinates of where sampling occurred will differ slightly between years without a change to the name of the site. Site geographic coordinates for individual years are in the PhysicalSamples.csv file. Sites are separated by at least 300 meters.
 In 2023, three new sites were added to represent unvegetated areas outside of but near the seagrass meadows. These sites are HI29, SPDR-bare, and SS-bare, and are designed to serve as references for seagrass sites in Hog Island Bay, Spider Crab Bay / Cobb Bay, and South Bay / Ship Shoal, respectively.
 Note: related but methodologically different data for 2012-2018 are available in dataset VCR14232 "Fish Counts and Lengths in South Bay and Hog Island Bay, Virginia 2012-2018" https://doi.org/10.6073/pasta/cae6c1c3f90b1f7d65ec0c1ae9b94398
DOI: 10.15468/dl.3j6vdz
title: Occurrence Download

description: A dataset listing the 8965 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is CSIC-Real Jardín Botánico-Anthos. Sistema de Información de las Plantas de España"
 ]
}

 The dataset's 8965 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030421-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usa24f
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens gongolana N.Hallé"
 ]
}

 The dataset includes 17 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030423-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3h3xsm
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-75.1348796351608 5.50848157165221,-75.1328434553473 5.50848157165221,-75.1328434553473 5.5105214310156,-75.1348796351608 5.5105214310156,-75.1348796351608 5.50848157165221))"
 ]
}

 The dataset includes 93 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030424-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12784313
title: Multilingual test set for language identification and speech recognition from European Parliament recordings

description: This test set for language identification and speech recognition is composed by multilingual extracts from European Parliament sessions recordings. 

Dataset description

Audio files and official transcripts were downloaded from: https://www.europarl.europa.eu/plenary/en/debates-video.html

The test set has a duration of 02h 56m 34s, composed by 15 multilingual audio files of around 12 minutes, selected from the original material to maximize the number of language changes. 

Official language labels were manually reviewed to fix start/end timestamps, and official text transcripts, where present, were added to the annotation.

The test set covers 19 languages in total.

The test set is presented in the following paper:

M. Valente, F. Brugnara, G. Morrone, E. Zovato, L. Badino, "Exploring Spoken Language Identification Strategies for Automatic Transcription of Multilingual Broadcast and Institutional Speech", accepted to Interspeech 2024.

For more information please refer to the README.txt in the testset .zip archive.

License and copyright

The data is released with CC0 license: https://creativecommons.org/public-domain/cc0/For the raw data, see also European Parliament's legal notice: https://www.europarl.europa.eu/legal-notice/en/
DOI: 10.5281/zenodo.12784314
title: Multilingual test set for language identification and speech recognition from European Parliament recordings

description: This test set for language identification and speech recognition is composed by multilingual extracts from European Parliament sessions recordings. 

Dataset description

Audio files and official transcripts were downloaded from: https://www.europarl.europa.eu/plenary/en/debates-video.html

The test set has a duration of 02h 56m 34s, composed by 15 multilingual audio files of around 12 minutes, selected from the original material to maximize the number of language changes. 

Official language labels were manually reviewed to fix start/end timestamps, and official text transcripts, where present, were added to the annotation.

The test set covers 19 languages in total.

The test set is presented in the following paper:

M. Valente, F. Brugnara, G. Morrone, E. Zovato, L. Badino, "Exploring Spoken Language Identification Strategies for Automatic Transcription of Multilingual Broadcast and Institutional Speech", accepted to Interspeech 2024.

For more information please refer to the README.txt in the testset .zip archive.

License and copyright

The data is released with CC0 license: https://creativecommons.org/public-domain/cc0/For the raw data, see also European Parliament's legal notice: https://www.europarl.europa.eu/legal-notice/en/
DOI: 10.15468/dl.xy5rj2
title: Occurrence Download

description: A dataset containing 2266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parnassia glauca Raf."
 ]
}

 The dataset includes 2266 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0331514-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apptbn
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agriophyllum squarrosum (L.) Moq."
 ]
}

 The dataset includes 387 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137184-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gpv8r
title: Occurrence Download

description: A dataset containing 60202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Andorra",
 "DatasetKey is Flora d'Andorra"
 ]
}

 The dataset includes 60202 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204072-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnehfu
title: Occurrence Download

description: A dataset containing 6381 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tragelaphus scriptus (Pallas, 1766)"
 ]
}

 The dataset includes 6381 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030326-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvsffx
title: Occurrence Download

description: A dataset containing 16331 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nyssa Gronov. ex L."
 ]
}

 The dataset includes 16331 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204050-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.veujh5
title: Occurrence Download

description: A dataset containing 5022 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polylepis Ruiz & Pav."
 ]
}

 The dataset includes 5022 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063128-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jf4nzn
title: Occurrence Download

description: A dataset containing 3543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amara tibialis (Paykull, 1798), Attagenus trifasciatus (Fabricius, 1787))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 3543 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156770-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8u3tpd
title: Occurrence Download

description: A dataset containing 11022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bidens bipinnata L., Bromus carinatus Hook. & Arn., Bromus rubens L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 11022 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161890-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95yyu2
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Brunei Darussalam",
 "Country is Cambodia",
 "Country is Indonesia",
 "Country is Lao People’s Democratic Republic",
 "Country is Malaysia",
 "Country is Myanmar",
 "Country is Philippines",
 "Country is Singapore",
 "Country is Thailand",
 "Country is Viet Nam"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ruellia tuberosa L."
 ]
}

 The dataset includes 178 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156765-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmnwue
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Arthrinium bambusicola (Fungi, Sordariomycetes), a new species from Schizostachyum brachycladum in northern Thailand"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0339893-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6d87we
title: Occurrence Download

description: A dataset containing 12106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oedothorax apicatus (Blackwall, 1850))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 12106 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169936-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snth8q
title: Occurrence Download

description: A dataset containing 1052 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Microhierax melanoleucos (Blyth, 1843)"
 ]
}

 The dataset includes 1052 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189050-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdfcsi
title: Occurrence Download

description: A dataset containing 64289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chelonia mydas (Linnaeus, 1758)"
 ]
}

 The dataset includes 64289 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032703-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cadhd6
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Australia)",
 "BasisOfRecord is one of (Specimen)",
 "Year is greater than or equal to 1900",
 "TaxonKey is Nassella trichotoma (Nees) Hack. & Arechav.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 315 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0425971-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xh76rz
title: Occurrence Download

description: A dataset containing 14475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Obscuriphantes obscurus (Blackwall, 1841), Oedothorax fuscus (Blackwall, 1834))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 14475 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169935-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asjhfa
title: Occurrence Download

description: A dataset containing 445377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Bolivia (Plurinational State of)",
 "Geometry POLYGON((-70.88379 -12.29707,-68.59863 -15.62304,-67.0166 -18.31281,-66.22559 -20.63278,-65.43457 -22.59373,-65.25879 -24.20689,-62.44629 -23.72501,-60.33691 -20.38583,-57.7002 -21.1255,-55.59082 -19.80805,-55.94238 -16.13026,-60.4248 -11.52309,-63.14941 -10.14193,-65.69824 -8.14624,-68.8623 -8.58102,-70.70801 -11.0059,-70.88379 -12.29707))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 445377 records from 466 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031926-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.