cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.q74bq6
title: Occurrence Download

description: A dataset containing 30338 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geonoma macrostachys Mart."
 ]
}

 The dataset includes 30338 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276102-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9mxbc
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hemitragus jemlahicus (C.H.Smith, 1826)",
 "Year 2010-2022"
 ]
}

 The dataset includes 164 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267832-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d34h5e
title: Occurrence Download

description: A dataset containing 402 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygala sabulosa A.W.Benn."
 ]
}

 The dataset includes 402 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091674-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9uybkm
title: Occurrence Download

description: A dataset containing 367803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Material citation, Specimen, Occurrence evidence, Human Observation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Leptonychotes weddellii (Lesson, 1826)",
 "Year 2000-2023"
 ]
}

 The dataset includes 367803 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276087-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s69dyz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhododendron nigroglandulosum Nitz.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267826-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8xcvr
title: Occurrence Download

description: A dataset containing 11787 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orchis pallens L."
 ]
}

 The dataset includes 11787 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054091-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kq5hje
title: Occurrence Download

description: A dataset containing 396971 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "StateProvince ~cauca"
 ]
}

 The dataset includes 396971 records from 468 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267797-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bswzua
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erica mauritanica L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 284 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067199-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mc688j
title: Occurrence Download

description: A dataset containing 4439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (South America, North America)",
 "TaxonKey is Acacia farnesiana (L.) Willd."
 ]
}

 The dataset includes 4439 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276117-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15421376
title: 1122

description: InSAR Velocities used in Bayesian inversion
DOI: 10.5281/zenodo.15421377
title: 1122

description: InSAR Velocities used in Bayesian inversion
DOI: 10.15468/dl.ee3z6f
title: Occurrence Download

description: A dataset listing the 35738 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Issue is one of (Country mismatch, Country invalid, Country coordinate mismatch, Country derived from coordinates)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 35738 records were derived from 497 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016391-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15501614
title: USING ARTIFICIAL INTELLIGENCE IN LOGISTICS PROCESSES AND ITS ECONOMIC RESULTS
DOI: 10.5281/zenodo.15501615
title: USING ARTIFICIAL INTELLIGENCE IN LOGISTICS PROCESSES AND ITS ECONOMIC RESULTS
DOI: 10.15468/dl.6xxyth
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Thailand, Lao People’s Democratic Republic, Myanmar, Malaysia, Viet Nam, Indonesia)",
 "Geometry POLYGON((62.34136 -4.76346,143.65864 -4.76346,143.65864 27.76346,62.34136 27.76346,62.34136 -4.76346))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alstonia rostrata C.E.C.Fisch."
 ]
}

 The dataset includes 71 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016392-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13911953
title: 1122

description: InSAR Velocities used in the Bayesian inversion
DOI: 10.5281/zenodo.13911954
title: 1122

description: InSAR Velocities used in the Bayesian inversion
DOI: 10.6084/m9.figshare.29143463
title: Figure 5. Error distribution of different models in predicting MV..docx

description: Figure 5. Error distribution of different models in predicting MV
DOI: 10.6084/m9.figshare.29143463.v1
title: Figure 5. Error distribution of different models in predicting MV..docx

description: Figure 5. Error distribution of different models in predicting MV
DOI: 10.15468/dl.k4m9zg
title: Occurrence Download

description: A dataset containing 127761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lasioglossum kryopetrosum Ebmer, 2002, Pseudopanurgus parvus (Robertson, 1892), Ceropales robinsonii, Colletes willistoni Robertson, 1891, Hybomitra micans (Meigen, 1804), Oscinella nitidissima (Meigen, 1838), Bicellaria vana Collin, 1926, Bombus canariensis Pérez, 1895, Osmia odontogaster Cockerell, 1897, Chrysotoxum elegans Loew, 1841, Lasioglossum pygmaeum (Schenck, 1853), Anthophora nigriceps Morawitz, 1886, Megachile parietina (Geoffroy, 1785), Bibio reticulatus Loew, 1846, Phryxe nemea (Meigen, 1824), Thricops semicinereus (Wiedemann, 1817), Pieris bryoniae (Hübner, 1806), Bombylius venosus Mikan, 1796, Empis pennipes Linnaeus, 1758, Empis planetica Collin, 1927, Osmia pilicornis Smith, 1846, Parasyrphus lineolus (Zetterstedt, 1843), Ambulyx japonica Rothschild, 1894, Empis trigramma Meigen & Wiedemann, 1822, Cantharis nigricans (Müller, 1776), Heliopetes laviana laviana, Pieris rapae rapae, Stelis signata (Latreille, 1809), Megachile pilidens Alfken, 1924, Eucera longicornis (Linnaeus, 1758), Andrena labialis (Kirby, 1802), Megachile circumcincta (Kirby, 1802), Pseudapis patellata (Magretti, 1884), Siphona cristata (Fabricius, 1805), Eurimyia lineatus (Fabricius, 1787), Xylocopa carbonaria Smith, 1854, Heliomaster squamosus (Temminck, 1823), Xylocopa grisescens Lepeletier, 1841, Xylocopa frontalis (Olivier, 1789), Eulaema nigrita Lepeletier, 1841, Xylocopa brasilianorum (Linnaeus, 1767), Epistrophe melanostoma (Zetterstedt, 1843), Platycheirus ciliger Loew, 1856, Paregle audacula (Harris, 1780), Phytomyza milii Kaltenbach, 1864, Empis opaca Meigen, 1804, Sphegina petiolata Coquillett, 1910, Lebia solea Hentz, 1830, Pedilus terminalis (Say, 1826), Gambrinus griseus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 127761 records from 879 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016389-250515123054153/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.29143472
title: Figure 6. Residual plot of different models in predicting MV..docx

description: Figure 6. Residual plot of different models in predicting MV.
DOI: 10.6084/m9.figshare.29143472.v1
title: Figure 6. Residual plot of different models in predicting MV..docx

description: Figure 6. Residual plot of different models in predicting MV.
DOI: 10.6084/m9.figshare.28776104
title: [Old] Variant-level odds ratios for 18 phenotypes

description: This dataset is no longer available. See the updated dataset here: http://doi.org/10.6084/m9.figshare.29143331.
DOI: 10.5281/zenodo.15501630
title: HАRMONY OF NАTIONАL АND RELIGIOUS VАLUES IN MODERN SOCIETY
DOI: 10.5281/zenodo.15501631
title: HАRMONY OF NАTIONАL АND RELIGIOUS VАLUES IN MODERN SOCIETY
DOI: 10.15468/dl.3r7v45
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Thailand, Lao People’s Democratic Republic, Indonesia, Myanmar, Malaysia, Viet Nam)",
 "Geometry POLYGON((62.39521 -4.76346,143.60479 -4.76346,143.60479 27.76346,62.39521 27.76346,62.39521 -4.76346))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alstonia rostrata C.E.C.Fisch."
 ]
}

 The dataset includes 71 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016395-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15280730
title: Dust density enhancements and the direct formation of planetary cores in gravitationally unstable discs
title: Dust evolution in self-gravitating discs

description: This contains all of the scripts and data files necessary to reproduce the figures in the paper "Dust density enhancements and the direct formation of planetary cores in gravitationally unstable discs" by Rice et al. (2025) - Published in Monthly Notices of the Royal Astronomical Society, https://doi.org/10.1093/mnras/staf714. An arXiv preprint version of the article can also be found at https://arxiv.org/abs/2505.00363. 

A detailed README file is included as part of the submissions and explains the data files that have been included and where to find the python scripts that can reproduce the figures in the paper.  We've only provided the data files necessary to reproduce the figures.  Initial data files and those or intermediate steps are available on request.
DOI: 10.5281/zenodo.15280731
title: Dust density enhancements and the direct formation of planetary cores in gravitationally unstable discs
title: Dust evolution in self-gravitating discs

description: This contains all of the scripts and data files necessary to reproduce the figures in the paper "Dust density enhancements and the direct formation of planetary cores in gravitationally unstable discs" by Rice et al. (2025) - Published in Monthly Notices of the Royal Astronomical Society, https://doi.org/10.1093/mnras/staf714. An arXiv preprint version of the article can also be found at https://arxiv.org/abs/2505.00363. 

A detailed README file is included as part of the submissions and explains the data files that have been included and where to find the python scripts that can reproduce the figures in the paper.  We've only provided the data files necessary to reproduce the figures.  Initial data files and those or intermediate steps are available on request.
DOI: 10.5281/zenodo.15374428
title: Spectral decomposition reveals surface processes on Europa: Supplementary Files

description: This depository contains data and plots related to the study, titled "Spectral decomposition reveals surface processes on Europa". It contains:

 



Reduced NIRSpec-IFU data cube of Europa's leading hemisphere (F100LP/G140H, F290LP/G395H). The reduction was performed by us using JWST Giant Planets reduction pipeline. Freely available at

Reduced NIRSpec-IFU data cube of GSPC P330-E, which is the star we used for calibration. It was reduced using the same pipeline.

.fits files containing the zeroth- and first- order spatial and spectral modes of the seven spectral bands analyzed in the study.

Figures depicting the fitting of the zeroth- and first- principal spatial modes using spherical harmonic basis, and its results. For H2O2, we include a plot depicting band-area analysis to demonstrate correspondence with previous results.

Figures illustrating continuum removal at key spaxels, for all bands where this procedure was applied.

A .csv table containing best-fit spherical harmonic mode coefficients for each band, and their band-wise uncertainties.
DOI: 10.5281/zenodo.15380988
title: Spectral decomposition reveals surface processes on Europa: Supplementary Files

description: This depository contains data and plots related to the study, titled "Spectral decomposition reveals surface processes on Europa". It contains:

 



Reduced NIRSpec-IFU data cube of Europa's leading hemisphere (F100LP/G140H, F290LP/G395H). The reduction was performed by us using JWST Giant Planets reduction pipeline. Freely available at

Reduced NIRSpec-IFU data cube of GSPC P330-E, which is the star we used for calibration. It was reduced using the same pipeline.

.fits files containing the zeroth- and first- order spatial and spectral modes of the seven spectral bands analyzed in the study.

Figures depicting the fitting of the zeroth- and first- principal spatial modes using spherical harmonic basis, and its results. For H2O2, we include a plot depicting band-area analysis to demonstrate correspondence with previous results.

Figures illustrating continuum removal at key spaxels, for all bands where this procedure was applied.

A .csv table containing best-fit spherical harmonic mode coefficients for each band, and their band-wise uncertainties.
DOI: 10.6084/m9.figshare.29143475
title: Figure 7. Visual comparison of predicted and actual MR values by SVR-Tuned across training and test. sets.docx

description: Visual comparison of predicted and actual MR values by SVR-Tuned across training and test.
DOI: 10.6084/m9.figshare.29143475.v1
title: Figure 7. Visual comparison of predicted and actual MR values by SVR-Tuned across training and test. sets.docx

description: Visual comparison of predicted and actual MR values by SVR-Tuned across training and test.
DOI: 10.5281/zenodo.15501640
title: THE PERSUASIVE POWER OF STORYTELLING IN ADVERTISING DISCOURSE
DOI: 10.5281/zenodo.15501641
title: THE PERSUASIVE POWER OF STORYTELLING IN ADVERTISING DISCOURSE
DOI: 10.15468/dl.xa3vh5
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "Country is Portugal",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Pl@ntNet observations, Observation.org, Nature data from around the World, Flora records in the Azores: LIFE IP Azores Natura, NABU|naturgucker, Biodiversity4all Research-Grade Observations)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (February, March, April, May, June, July, August, September, October, November, December, January)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, da86174a-a605-43a4-a5e8-53d484152cd3, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, 0a80feca-b411-428a-a34e-c5c2fa07cdba, bb646dff-a905-4403-a49b-6d378c2cf0d9, e3aa237e-53c8-4c46-93ef-77a18bb9c80e)",
 "TaxonKey is Gunnera tinctoria (Molina) Mirb.",
 "Year 2019-2024"
 ]
}

 The dataset includes 213 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016397-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqyktj
title: Occurrence Download

description: A dataset containing 66759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myopa clausa Loew, 1866, Bibio lanigerus Wiedemann, 1818, Anasimyia anausis (Walker, 1849), Pedilus elegans (Hentz, 1830), Anasimyia bilinearis (Williston, 1887), Epistrophe xanthostoma (Williston, 1887), Atalantycha bilineata (Say, 1823), Andrena erigeniae Robertson, 1891, Andrena arabis Robertson, 1897, Nomada cuneata (Robertson, 1903), Andrena bisalicis Viereck, 1908, Andrena barbara Bouseman & LaBerge, 1979, Sphiximorpha subsessilis (Illiger, 1807), Lasioglossum laterale (Brullé, 1832), Nomada fulvicornis Fabricius, 1793, Pseudapis bispinosa (Brullé, 1832), Nomada melathoracica Imhoff, 1834, Lasioglossum bimaculatum (Dours, 1872), Halictus sajoi Blüthgen, 1923, Delta unguiculatum (Villers, 1789), Andrena limata Smith, 1853, Andrena lepida Schenck, 1861, Andrena variabilis Smith, 1853, Lasioglossum pauperatum (Brullé, 1832), Lasioglossum discum (Smith, 1853), Ceratina nigrolabiata Friese, 1896, Andrena mucida Kriechbaumer, 1873, Hylaeus soror (Pérez, 1903), Andrena agilissima (Scopoli, 1770), Hylaeus punctulatissimus Smith, 1842, Sphecodes croaticus Meyer, 1922, Andrena decipiens Schenck, 1861, Sphaerophoria rueppellii (Wiedemann, 1830), Stictoleptura cordigera (Fuesslins, 1775), Megascolia bidens (Linneus, 1767), Megascolia maculata flavifrons (Fabricius, 1775), Nustera distigma (Charpentier, 1825), Eucera oraniensis Lepeletier, 1841, Udea uliginosalis (Stephens, 1834), Thricops aculeipes (Zetterstedt, 1837), Drymeia alpicola (Rondani, 1871), Thricops cunctans (Meigen, 1826), Chersotis ocellina (Denis & Schiffermüller), 1775, Bombus mucidus Gerstäcker, 1869, Hylaeus bifasciatus (Jurine, 1807), Carpocoris mediterraneus mediterraneus, Osmia signata signata, Hoplitis curvipes (Morawitz, 1871), Danacea nigritarsis (Küster, 1850), Eucera bidentata Pérez, 1887)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 66759 records from 766 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016398-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/78a-1kj-hen
title: Centaurea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g3d-amb-6dd
title: Olea europaea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr02448
title: National Corrections Reporting Program, 1996
title: Archival Version

description: The purpose of this study was to gather data on prisoners entering and leaving the custody or supervision of state and federal authorities. Data refer to prisoners who were admitted to prison, released from prison, or released from parole in 1996. Variables include incarceration history, current offenses, and total time served. Background information on individuals includes year of birth, sex, age, race, Hispanic origin, and educational attainment.
description: All persons incarcerated in state prisons in 38 states, the Federal Prison System, and the California Youth Authority.
description: Datasets: DS0: Study-Level Files DS1: Prison Admissions Data DS2: Prison Releases Data DS3: Parole Releases Data
description: All people admitted to prison, released from prison, or discharged from parole in 1996 in the United States.
description: Conducted by the United States Department of Commerce, Bureau of the Census.
DOI: 10.3535/pmv-2zx-5r5
title: Pistacia lentiscus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rge-v9k-hg0
title: Asteraceae Dumort.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yex-tnk-2mn
title: Cynoglossum montanum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7mq-ha9-eqt
title: Hypericum elegans Steph. ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7v1-kys-adj
title: Scaligeria napiformis (Willd. ex Spreng.) Grande

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr02908
title: Uniform Crime Reporting Program Data [United States]: Arrests by Age, Sex, and Race, 1998
title: Archival Version

description: These data provide information on the number of arrests reported to the Federal Bureau of Investigation's Uniform Crime Reporting (UCR) Program each year by police agencies in the United States. These arrest reports provide data on 43 offenses including violent crime, drug use, gambling, and larceny. The data received by ICPSR were structured as a hierarchical file containing, per reporting police agency, an agency header record, 1 to 12 monthly header records, and 1 to 43 detail offense records containing the counts of arrests by age, sex, and race for a particular offense. ICPSR restructured the original data to a rectangular format.
description: Datasets: DS1: Uniform Crime Reporting Program Data [United States]: Arrests by Age, Sex, and Race, 1998
description: Arrests reported to the Federal Bureau of Investigation's Uniform Crime Reporting Program.
description: mail questionnaire
DOI: 10.3535/agv-c9l-2ns
title: Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zxb-2fm-rdd
title: Lotus herbaceus (Vill.) Jauzein

description: Digital Specimen for the physical specimen hosted at University of Graz.