cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z1m7cz
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Heliothryx barroti (Bourcier, 1843)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 143 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012835-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m86sdd
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.78916 38.88741,-7.25025 35.80062,-3.27784 35.815,-3.24237 39.05287,-6.78916 38.88741))",
 "HasGeospatialIssue is false",
 "TaxonKey is Drosophyllum lusitanicum (L.) Link"
 ]
}

 The dataset includes 78 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051269-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfdm4a
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rosa ×damascena Mill."
 ]
}

 The dataset includes 372 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285375-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ojtv4p
title: Occurrence Download

description: A dataset containing 29700 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithobates catesbeianus (Shaw, 1802)"
 ]
}

 The dataset includes 29700 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012836-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kuxmw
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-101.69032 13.46928,-87.79565 15.41045,-96.47982 21.13179,-95.76465 27.56829,-106.28783 30.53113,-101.69032 13.46928))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bauhinia macranthera Benth. ex Hemsl."
 ]
}

 The dataset includes 198 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051267-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgkfkd
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Georgia",
 "TaxonKey is Geotrupidae"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0312274-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iwpxki
title: Occurrence Download

description: A dataset containing 994 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cassia javanica L."
 ]
}

 The dataset includes 994 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012836-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jje77q
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saussurea schlagintweitii Klatt",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 118 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321306-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33x2fq
title: Occurrence Download

description: A dataset containing 19849 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zanclus cornutus (Linnaeus, 1758)"
 ]
}

 The dataset includes 19849 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051276-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zh9xxt
title: Occurrence Download

description: A dataset containing 74164 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Marine and Coastal Management - Linefish Dataset (First Semester of 2000) (AfrOBIS)"
 ]
}

 The dataset includes 74164 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012836-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxmybu
title: Occurrence Download

description: A dataset containing 152771 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xiphias gladius Linnaeus, 1758"
 ]
}

 The dataset includes 152771 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051271-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxogtx
title: Occurrence Download

description: A dataset containing 669 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Abundance of large foraminifera in cores from transect HYD-01C, IODP Expedition 325"
 ]
}

 The dataset includes 669 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012837-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a5c3v
title: Occurrence Download

description: A dataset containing 12733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sturnella magna (Linnaeus, 1758)",
 "Year 1971-2021"
 ]
}

 The dataset includes 12733 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296889-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4f663b
title: Occurrence Download

description: A dataset containing 13632 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abies concolor (Gordon) Lindl. ex Hildebr."
 ]
}

 The dataset includes 13632 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051289-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/gdj3x4
title: Two new species of Moenkhausia Eigenmann (Characiformes: Characidae) from Serra do Cachimbo, Pará, Northern Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sousa, Leandro M., Netto-Ferreira, André L., Birindelli, José L. O. (2010): Two new species of Moenkhausia Eigenmann (Characiformes: Characidae) from Serra do Cachimbo, Pará, Northern Brazil. Neotropical Ichthyology 8 (2): 255-264, DOI: 10.1590/S1679-62252010000200003, URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1679-62252010000200003&lng=en&tlng=enTwo new species of Moenkhausia, one from the rio Tapajós and the other from the rio Xingu basins are described as apparently endemics of the Serra do Cachimbo. Both species, along with M. petymbuaba, share a distinct color pattern composed of large conspicuous dark blotches on the base of the body scales. Moenkhausia chlorophthalma, from rio Treze de Maio, a tributary to rio Curuá (rio Xingu basin), is distinguished by the presence of a proximal well delimited black area on the adipose fin and a green eye in life. Moenkhausia plumbea of the headwaters of tributaries of the rio Braço Norte, rio Tapajós basin is diagnosed by the presence of a dark longitudinal stripe across the eye and six branched pelvic-fin rays (vs. seven). Relationships of the new species with other Moenkhausia are discussed.Duas espécies novas de Moenkhausia, uma da bacia do rio Tapajós e outra da bacia do rio Xingu, são descritas como aparentemente endêmicas da Serra do Cachimbo. Ambas, juntamente com M. petymbuaba, compartilham um padrão de colorido exclusivo de grandes manchas escuras conspícuas na base das escamas do corpo. Moenkhausia chlorophthalma, do rio Treze de Maio, um afluente do rio Curuá (bacia do rio Xingu), é facilmente reconhecida pela presença de uma área preta bem delimitada na região anterior da nadadeira adiposa e possuir olhos verdes em vida. Moenkhausia plumbea ocorre nas cabeceiras dos afluentes do rio Braço Norte, bacia do rio Tapajós, e pode ser diagnosticada pela presença de uma faixa longitudinal escura no olho e seis raios ramificados na nadadeira pélvica (vs. sete). As relações entre as novas espécies com as demais Moenkhausia são discutidas.
DOI: 10.15468/dl.kmqspg
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ruptoseptoria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 89 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025812-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yexwbr
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation)",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Myocastor coypus",
 "Year 2000-2005"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025813-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z96f25
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudophaeomoniella",
 "HasCoordinate is true"
 ]
}

 The dataset includes 209 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025815-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e89x7q
title: Occurrence Download

description: A dataset containing 2788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Heliaster helianthus, Heliaster cumingi)"
 ]
}

 The dataset includes 2788 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025816-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5devuv
title: Occurrence Download

description: A dataset containing 33673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-16.02414 15.62684,-14.91052 15.62684,-14.91052 16.39906,-16.02414 16.39906,-16.02414 15.62684))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 33673 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025814-251120083545085/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.29967883.v1
title: Nuclear Relaxation in Agar Gel in the Presence of Magnetic Nanoparticles at Low Magnetic Fields. Application to MRI Thermometry

description: This repository contains raw source data that has been collected using SQUID, low magnetic field NMR, NMRD and MRI to characterize mixed MnZn ferrite nanoparticles as potential temperature sensitive contrast agent for MRI thermometry.
DOI: 10.5281/zenodo.12604817
title: Differential elastic and ionization cross sections of electron - N2O scattering in the energy range 30 - 800 eV

description: Datasets on the electron- elastic and electron-impact ionization cross sections of N2O

Elastic Cross Sections

Elastic differential (DCS) as well as integral (ICS) and momentum transfer (MTCS) cross sections are given in the energy range 30-800eV and angular range 20°-150° (experimental), 0°-20° and 155°-180° (extrapolated experimental data using the IAM-SCAR+I model)

Ionization Cross Sections

Doubly differential electron-impact ionization cross sections (DDCS) are given for primary energies T=30-800 eV and secondary energies up to (T-I)/2, where I is the ionization threshold. The angular range of the measurements is 30°-150°.

The singly differential cross sections (SDCS) and total ionization cross sections (TICS) were numerically integrated from the DDCS.

 

Additional Information can be found in the README.

 

New Version (v2): updated the README.
DOI: 10.5281/zenodo.17806340
title: Differential elastic and ionization cross sections of electron - N2O scattering in the energy range 30 - 800 eV

description: Datasets on the electron- elastic and electron-impact ionization cross sections of N2O

Elastic Cross Sections

Elastic differential (DCS) as well as integral (ICS) and momentum transfer (MTCS) cross sections are given in the energy range 30-800eV and angular range 20°-150° (experimental), 0°-20° and 155°-180° (extrapolated experimental data using the IAM-SCAR+I model)

Ionization Cross Sections

Doubly differential electron-impact ionization cross sections (DDCS) are given for primary energies T=30-800 eV and secondary energies up to (T-I)/2, where I is the ionization threshold. The angular range of the measurements is 30°-150°.

The singly differential cross sections (SDCS) and total ionization cross sections (TICS) were numerically integrated from the DDCS.

 

Additional Information can be found in the README.

 

New Version (v2): updated the README.
DOI: 10.6084/m9.figshare.29424470.v2
title: 10x multiome test data package

description: This is a small subset of the dataset from Persad et. al , provided to accompany the sincei 10x-multiome analysis tutorial. It contains 4 indexed BAM files:cellranger_output_rep1_atac_possorted_bam.bamcellranger_output_rep1_gex_possorted_bam.bamcellranger_output_rep2_atac_possorted_bam.bamcellranger_output_rep2_gex_possorted_bam.bamThe ATAC-seq peak files from cellranger-arc workflow (merged for 2 replicates):atacPeaks_replicateMerged.bedalong with 2 metadata .csv files, which contain cell type annotations:metadata_cd34_atac.csvmetadata_cd34_rna.csv<br>
DOI: 10.6084/m9.figshare.28107719
title: Nested sampling chains and codes associated to arXiv:2411.11743

description: Nested sampling chains associated to arXiv:2411.11743. Each zip archive contains two sets of files with prefixes. The prefix PlanckPR4Camspec_PlanckPR4Lensing_DESIDR1BAO_PantheonPlus are the files for the CMB+BAO+SNIa (without Cepheid calibration) results in the paper. The prefix PlanckPR4Camspec_PlanckPR4Lensing_DESIDR1BAO_PantheonPlus_SH0ES are the files for the CMB+BAO+SNIa (with Cepheid calibration) results in the paper.The code folder contains the codes and Cobaya configuration yaml used to produce the analysis. To run the analysis one must first compile the Boltzmann code bycd eftcamb_dev2/fortran; make python
DOI: 10.6084/m9.figshare.28107719.v3
title: Nested sampling chains and codes associated to arXiv:2411.11743

description: Nested sampling chains associated to arXiv:2411.11743. Each zip archive contains two sets of files with prefixes. The prefix PlanckPR4Camspec_PlanckPR4Lensing_DESIDR1BAO_PantheonPlus are the files for the CMB+BAO+SNIa (without Cepheid calibration) results in the paper. The prefix PlanckPR4Camspec_PlanckPR4Lensing_DESIDR1BAO_PantheonPlus_SH0ES are the files for the CMB+BAO+SNIa (with Cepheid calibration) results in the paper.The code folder contains the codes and Cobaya configuration yaml used to produce the analysis. To run the analysis one must first compile the Boltzmann code bycd eftcamb_dev2/fortran; make python
DOI: 10.6084/m9.figshare.28107719.v2
title: Nested sampling chains associated to arXiv:2411.11743

description: Nested sampling chains associated to arXiv:2411.11743. Each zip archive contains two sets of files with prefixes. The prefix PlanckPR4Camspec_PlanckPR4Lensing_DESIDR1BAO_PantheonPlus are the files for the CMB+BAO+SNIa (without Cepheid calibration) results in the paper. The prefix PlanckPR4Camspec_PlanckPR4Lensing_DESIDR1BAO_PantheonPlus_SH0ES are the files for the CMB+BAO+SNIa (with Cepheid calibration) results in the paper.
DOI: 10.15468/dl.pea4qk
title: Occurrence Download

description: A dataset containing 19644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptosphaeria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19644 records from 324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025817-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17806313
title: Loss analysis of Low Bandgap (Ag,Cu)(In,Ga)Se2 Solar Cells for Tandem Applications

description: Data for the following paper: 

Loss analyisis of Low Bandgap (Ag,Cu)(In,Ga)Se2 Solar Cells for Tandem Applications
DOI: 10.5281/zenodo.17806314
title: Loss analysis of Low Bandgap (Ag,Cu)(In,Ga)Se2 Solar Cells for Tandem Applications

description: Data for the following paper: 

Loss analyisis of Low Bandgap (Ag,Cu)(In,Ga)Se2 Solar Cells for Tandem Applications
DOI: 10.15468/dl.6syqfr
title: Occurrence Download

description: A dataset containing 17838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx lynx",
 "Year 2020-2025"
 ]
}

 The dataset includes 17838 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025818-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17789818
title: Dataset for ICASSP 2026 Cadenza Challenge: Predicting Lyric Intelligibility (CLIP)

description: Cadenza

This is the training and validation data for the ICASSP 2026 Cadenza Challenge: Predicting Lyrics Intelligibility (CLIP1)

Understanding the lyrics in music is key for music enjoyment [1]. People with hearing loss can have difficulties to clearly and effortlessly hearing lyrics [2], however. In speech technology, having metrics to automatically evaluate intelligibility has driven improvements in speech enhancement. We want to do the same for music with lyrics!

A detailed description of the challenge can be found on our website

License

This dataset is shared under the CPC-4 License (Creative Production Commons 4.0).

Citation

If you use this dataset in your work, please cite the papers, not the Zenodo record:

Roa-Dabike, G., Cox, T. J., Barker, J. P., Fazenda, B. M., Graetzer, S., Vos, R. R., Akeroyd, M. A., Firth, J., Whitmer, W. M., Bannister, S., & Greasley, A. (submitted). The Cadenza Lyric Intelligibility Prediction (CLIP) Dataset. Data in Brief.

Roa-Dabike, G., Barker, J. P., Cox, T. J., Akeroyd, M. A., Bannister, S., Fazenda, B., Firth, J., Graetzer, S., Greasley, A., Vos, R. R., & Whitmer, W. M. (2026). Overview of the ICASSP 2026 Cadenza Challenge: Predicting Lyric Intelligibility (Manuscript submitted for publication). IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).

Bibtext

@article{roa2025clip,  title  = {The Cadenza Lyric Intelligibility Prediction (CLIP) Dataset},  author = {Roa-Dabike, Gerardo and Cox, Trevor J. and Barker, Jon P. and Fazenda, Bruno M. and Graetzer, Simone and Vos, Rebecca R. and Akeroyd, Michael A. and Firth, Jennifer and Whitmer, William M. and Bannister, Scott and Greasley, Alinka},  journal = {Data in Brief},  year  = {2025}}

@inproceedings{roa2026cadenza_overview,  title        = {Overview of the ICASSP 2026 Cadenza Challenge: Predicting Lyric Intelligibility},  author       = {Roa-Dabike, Gerardo and Barker, Jon P. and Cox, Trevor J. and                   Akeroyd, Michael A. and Bannister, Scott and                   Fazenda, Bruno and Firth, Jennifer and Graetzer, Simone and                   Greasley, Alinka and Vos, Rebecca R. and Whitmer, William M.},  booktitle    = {Proc. IEEE ICASSP},  year         = {2026},  note         = {To appear}}

 
description: Overview of Files



cadenza_clip1_data.train.v1.2.tar.gz: Package with the training audio data

cadenza_clip1_data.valid.v1.2.tar.gz: Package with the validation audio data

cadenza_clip1_data.valid.v1.2.tar.gz: Package with the evaluation audio data

cadenza_clip1_data.metadata.v1.2.tar.gz: Package with the metadata for training, validation and evaluation

cadenza_clip1_data.demo.v1.0.tar.gz: A subset of 5 samples from the training and validation data

CHANGELOG.md: History with the changes of the data

clip1_track_license_1.00.csv: License of the audio tracks used as provided by FMA dataset

README.md: readme file
DOI: 10.6084/m9.figshare.27241278
title: A new maniraptoran femur with alvarezsaurian affinities from the Plottier Formation (Coniacian-Santonian), northern Patagonia

description: A new specimen, MAU-Pv-PH-453, comprising an isolated femur from the Plottier Formation (Coniacian-Santonian), northern Patagonia, is described here. Its characteristics, i.e., an anteriorly curved diaphysis; fused lesser and greater trochanters forming a trochanteric crest; a prominent medially directed head; and the absence of a fourth trochanter, allow us to identify it as belonging to a maniraptoran theropod. Among Patagonian maniraptorans, MAU-Pv-PH-453 shares similarities with alvarezsaurians, such as the absence of a posterior trochanter, a trochanteric shelf, and the fourth trochanter. However, in Patagonian alvarezsaurs, the lesser and greater trochanters are generally separated by a cleft. Notably, MAU-Pv-PH-453 exhibits some features seen in femora of parvicursorine alvarezsaurids, including a proximally projected trochanteric crest and an L-shaped profile in proximal view. However, MAU-Pv-PH-453 presents differences with parvicursorines, such as a knob partially separating the lesser and greater trochanters. Phylogenetically, MAU-Pv-PH-453 may have parvicursorine affinities, although its fragmentary nature might generate a bias in its phylogenetic position. Due to the lack of more diagnostic characters, MAU-Pv-PH-453 is assigned to Alvarezsauria indet. This material represents the second theropod record from the Plottier Formation and it could fill a temporal gap (between Coniacian and Santonian) in the record of Upper Cretaceous Patagonian alvarezsaurians.