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

description: A dataset containing 2104 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 Osmia aurulenta (Panzer, 1799)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 2104 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005217-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.284cw9
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Evaluación del estatus de los géneros Pereskiopsis y Pereskia (Cactaceae) en los Apéndices de la CITES"
 ]
}

 The dataset includes 81 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005219-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vy6z5h
title: Occurrence Download

description: A dataset containing 759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "Country is one of (United States of America, Canada)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ulmus L.",
 "Year 2014-2024"
 ]
}

 The dataset includes 759 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005220-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atdpcx
title: Occurrence Download

description: A dataset containing 405 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 Osmia rufa (Linnaeus, 1758)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 405 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005221-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjv5gn
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "TaxonKey is Impatiens parviflora DC."
 ]
}

 The dataset includes 97 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005223-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5e7mk8
title: Occurrence Download

description: A dataset containing 136 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 Osmia brevicornis (Fabricius, 1798)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 136 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005224-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9589323
title: Radar Threat Object Classification
DOI: 10.15468/dl.sjkfqz
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allobates pittieri (La Marca, Manzanilla & Mijares-Urrutia, 2004)"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005226-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9c2b8
title: Occurrence Download

description: A dataset containing 1708 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 Hoplitis claviventris (Thomson, 1872)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 1708 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005227-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5901zt3g
title: MassIVE MSV000096056 - Sex-specific toxicity with PCB exposures and implications on the gut-liver axis
title: Liver tissue (n=5 per group) from male and female C57BL/6 mice exposed to Aroclor1260 (20 mg/kg) and PCB126 (20 ug/kg) p.o for 2 weeks were extracted from mouse livers in 1% SDS modified RIPA buffer using bead homogenization. Protein lysates (200 ug) were trypsinized using the modified filter-aided sample preparation method. The digested peptides desalted and concentrated using C18 Proto 300 A ultra microspin column. Digested peptide samples (50 ug) were then labeled with tandem mass tag (TMT) TMT10plex isobaric label reagent set (Thermo Fisher Scientific). Labeled samples were concentrated and desalted with Oasis HLB extraction cartridges (Waters Corporation, Milford, MA). Admixed samples were then separated by high pH reversed phase separation with fraction concatenation. Concatenated samples were dried, resuspended in 2% acetonitrile/0.1% formic aid and 1 uL of each fraction was analyzed on EASY nLC 1000 UHPLC system (Thermo Fisher Scientific) and an Orbitrap Elite ETD mass spectrometer (Thermo Fisher Scientific). The raw spectral data obtained from the mass spectrometer were analyzed using Proteome Discoverer (2.5.0.400 Settings) considering TMT modifications. Peptide and protein assignments were used at a 1% FDR filter.
DOI: 10.15468/dl.v92u4j
title: Occurrence Download

description: A dataset containing 18102 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insect collection of Itami City Museum of Insects"
 ]
}

 The dataset includes 18102 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005228-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13883314
title: Exploring multi-camera views from user-generated sports videos
title: MUVY-V1

description: The proliferation of mobile devices with video recording capabilities has revolutionized the creation, sharing, and consumption of audiovisual content, turning user-generated video (UGV) platforms into major data sources. 





Despite this growth, there is a notable gap in the availability of public datasets featuring multi-angle recordings of sports events captured by various mobile cameras. This led to the creation of the MUVY Dataset, with the name stemming from Multiview User-generated Videos from YouTube.





The dataset offers a diverse collection of sports videos from multiple perspectives, without restrictions on video size. In its first version, it covers sports like, American football, artistic gymnastics, athletics, basketball, tennis, and cricket.







The dataset addresses common challenges in user-generated videos, such as shaking, occlusions, blurring, and abrupt movements. Each video is accompanied by metadata including camera identification, YouTube URLs, extracted frames, and object annotations.
DOI: 10.5281/zenodo.13883315
title: Exploring multi-camera views from user-generated sports videos
title: MUVY-V1

description: The proliferation of mobile devices with video recording capabilities has revolutionized the creation, sharing, and consumption of audiovisual content, turning user-generated video (UGV) platforms into major data sources. 





Despite this growth, there is a notable gap in the availability of public datasets featuring multi-angle recordings of sports events captured by various mobile cameras. This led to the creation of the MUVY Dataset, with the name stemming from Multiview User-generated Videos from YouTube.





The dataset offers a diverse collection of sports videos from multiple perspectives, without restrictions on video size. In its first version, it covers sports like, American football, artistic gymnastics, athletics, basketball, tennis, and cricket.







The dataset addresses common challenges in user-generated videos, such as shaking, occlusions, blurring, and abrupt movements. Each video is accompanied by metadata including camera identification, YouTube URLs, extracted frames, and object annotations.
DOI: 10.15468/dl.y4e9x5
title: Occurrence Download

description: A dataset containing 210173 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of Michigan Museum of Zoology, Division of Reptiles & Amphibians"
 ]
}

 The dataset includes 210173 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005212-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sq4krp
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "TaxonKey is Diplotaxis tenuifolia (L.) DC."
 ]
}

 The dataset includes 560 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005229-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60521/331943
title: Seismic P-wave velocity models (netCDF format) for Hess Deep from a 2003 MCS survey (EW0305)

description: These two-dimensional velocity models are derived from full-waveform inversion of multichannel seismic data collected at Hess Deep during 2003 Ewing cruise EW0305. The velocity grid files are in GMT-compatible netCDF grid format with grid parameters as follows: X values are distance in km along profile; Y values are depths in km below the sea surface; Z values are P-wave velocities in m/s. The data set was generated as part of the projects called "Correlation of Seismic Structure with Observed Outcrop Geology: MCS/OBS Investigation of Hess Deep and Blanco Transform" and "Seismic Waveform Inversion Study of the Layer 2A/2B Boundary in Young Oceanic Crust", with funding from NSF awards OCE01-37286 and OCE08-53523 and NERC award NE/F010443/1.
DOI: 10.60521/331944
title: Velocity model navigation files (ASCII format) for Hess Deep from a 2003 MCS survey (EW0305)

description: This data set presents the navigation data for two-dimensional seismic P-wave velocity models derived from full-waveform inversion of multichannel seismic data collected at Hess Deep during 2003 Ewing cruise EW0305. The velocity model navigation files are in ASCII format and relate the model distance to (latitude, longitude) coordinates. The files contain three columns: Model distance along the profile (km); Latitude (degrees); Longitude (degrees). The data set was generated as part of the projects called "Correlation of Seismic Structure with Observed Outcrop Geology: MCS/OBS Investigation of Hess Deep and Blanco Transform" and "Seismic Waveform Inversion Study of the Layer 2A/2B Boundary in Young Oceanic Crust", with funding from NSF awards OCE01-37286 and OCE08-53523 and NERC award NE/F010443/1.
DOI: 10.15468/dl.wht3r9
title: Occurrence Download

description: A dataset containing 0 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 Osmia dalmatica Morawitz, 1871",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005230-241007104925546/datasets/export for details.
DOI: 10.15468/dl.csrepw
title: Occurrence Download

description: A dataset containing 3293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-100.59146 20.68753,-100.59745 20.66841,-100.54855 20.59905,-100.48099 20.58927,-100.44698 20.64778,-100.50278 20.70854,-100.55554 20.7272,-100.58731 20.70158,-100.59146 20.68753))",
 "Year 2014-2024"
 ]
}

 The dataset includes 3293 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005231-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60521/331945
title: Seismic P-wave velocity models (netCDF format) for the Blanco Transform Fault from a 2004 MCS survey (EW0410)

description: These two-dimensional velocity models are derived from full-waveform inversion of multichannel seismic data collected at the Blanco Transform Fault during 2004 Ewing cruise EW0410. The velocity grid files are in GMT-compatible netCDF grid format with grid parameters as follows: X values are distance in km along profile; Y values are depths in km below the sea surface; Z values are P-wave velocities in m/s. The data set was generated as part of the projects called "Correlation of Seismic Structure with Observed Outcrop Geology: MCS/OBS Investigation of Hess Deep and Blanco Transform" and "Seismic Waveform Inversion Study of the Layer 2A/2B Boundary in Young Oceanic Crust", with funding from NSF awards OCE01-37286 and OCE08-53523 and NERC award NE/F010443/1.
DOI: 10.60521/331946
title: Velocity model navigation files (ASCII format) for the Blanco Transform Fault from a 2004 MCS survey (EW0410)

description: This data set presents the navigation data for two-dimensional seismic P-wave velocity models derived from full-waveform inversion of multichannel seismic data collected at the Blanco Transform Fault during 2004 Ewing cruise EW0410. The velocity model navigation files are in ASCII format and relate the model distance to (latitude, longitude) coordinates. The files contain three columns: Model distance along the profile (km); Latitude (degrees); Longitude (degrees). The data set was generated as part of the projects called "Correlation of Seismic Structure with Observed Outcrop Geology: MCS/OBS Investigation of Hess Deep and Blanco Transform" and "Seismic Waveform Inversion Study of the Layer 2A/2B Boundary in Young Oceanic Crust", with funding from NSF awards OCE01-37286 and OCE08-53523 and NERC award NE/F010443/1.
DOI: 10.15468/dl.rkjf3x
title: Occurrence Download

description: A dataset containing 209 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 Osmia gallarum Spinola, 1808",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 209 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005233-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv3dz5
title: Occurrence Download

description: A dataset containing 33789 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Botrypus virginianus (L.) Michx."
 ]
}

 The dataset includes 33789 records from 419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005232-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34965/i32613
title: 20240095_Bedon
DOI: 10.5281/zenodo.13908879
title: Crossroads of Commerce: How the Taiwan Strait Propels the Global Economy - Supplemental Material

description: Supplemental Material to the CSIS Report: Crossroads of Commerce: How the Taiwan Strait Propels the Global Economy



tws_2022_trade_value_estimates.csv contains estimated trade value in USD for 2022. Denominators for % estimates based on 2022 CEPII BACI bilateral trade flows




Variable
Description


ISO
ISO3 Country Code


Economy 
Country/Region Name


TWS Imports_bln
US$ value (billions) of imports that transit the Taiwan Strait


TWS Imports_%
% of total imports that transit the Taiwan Strait


TWS Exports_bln
US$ value (billions) of exports that transit the Taiwan Strait


TWS Exports_%
% of total exports that transit the Taiwan Strait


Total TWS Trade_bln
US$ value (billions) of trade (imports+exports) that transits the Taiwan Strait


Total TWS Trade_%
% of total trade (imports+exports) that transits the Taiwan Strait





 ChinaPower_CrossroadsCommerce_TaiwanStrait_methodology.pdf provides and overview of methodology and data sources. 

 ChinaPower_CrossroadsCommerce_TaiwanStrait_factsheet.pdf provides key highlights derived from the data.


For questions about the data, please contact David Peng (dpeng@csis.org)
DOI: 10.15468/dl.rmqjp2
title: Occurrence Download

description: A dataset containing 65 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 Osmia labialis Pérez, 1879",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 65 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005235-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qchxr
title: Occurrence Download

description: A dataset containing 208 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 Hoplitis lepeletieri (Pérez, 1879)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 208 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005236-241007104925546/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.27198918
title: Raw Data Sheets

description: Raw data set of the audits
DOI: 10.15468/dl.dmm3yv
title: Occurrence Download

description: A dataset containing 51 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 Osmia leucomelana (Kirby, 1802)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 51 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005237-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5b39k
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "TaxonKey is Abies bifolia A.Murray bis"
 ]
}

 The dataset includes 143 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005238-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syxerm
title: Occurrence Download

description: A dataset containing 6029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "TaxonKey is Agrostis gigantea Roth"
 ]
}

 The dataset includes 6029 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005239-241007104925546/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.27176202.v1
title: STRO 2.0 - Re-engineered data from Sound Toll Registers Online

description: This dataset contains the restructured and refactored data from Sound Toll Registers Online. The datamodel of STRO 2.0 is described in a paper submitted to the 2025 Digital Humanities in the Nordic and Baltic Countries Conference. The process is documented on a dedicated GitHub page: https://github.com/dhofu/stro20.<br>
DOI: 10.15468/dl.t9zgf9
title: Occurrence Download

description: A dataset containing 5729 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 Hoplitis Klug, 1807",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 5729 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005240-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.