cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p9at8z9b
title: Geospatial data representing wells open to, and 2018 potentiometric-surface contours of, the confined aquifers of the New Jersey Coastal Plain

description: This dataset contains the well-location information and water-level measurements for 930 wells from 10 confined aquifers of the New Jersey Coastal Plain. Well-location and water-level data is publicly available from the U.S. Geological Survey (USGS) Water Data for the Nation database (USGS, 2025). Water-level measurements from 3 wells in Pennsylvania and reported water-level measurements from 18 wells in Delaware (Delaware Geological Survey [variously dated]) also are included. All measurements were collected from mid-October 2018 to early April 2019 and used to construct potentiometric-surface maps for the confined Cohansey aquifer, Rio Grande water-bearing zone, Atlantic City 800-foot sand, Piney Point aquifer, Vincentown aquifer, Wenonah-Mount Laurel aquifer, Englishtown aquifer system, and upper, middle, and lower aquifers of the Potomac-Raritan-Magothy (PRM) aquifer system. This dataset also contains shapefiles of the potentiometric surface contours for the 10 confined aquifers. The potentiometric-surface contours show altitudes at which water levels would have risen in tightly-cased wells and represent conditions in October 2018 through early April 2019. This data release supports Fiore, A.R., Cauller, S.J., and Brown, E.J., 2025, Potentiometric surface maps and groundwater-level hydrographs for confined aquifers of the New Jersey Coastal Plain, 2018: U.S. Geological Survey Scientific Investigations Report 2025-XXXX, XX p., 9 pl., https://doi.org/10.3133/sir2025xxxx.

References Cited:

Delaware Geological Survey, [variously dated], Recent and historical groundwater level data: Delaware Geological Survey web page, accessed June 3, 2025, at http://data.dgs.udel.edu/sites/groundwater/recent-and-historical-groundwater-level-data.html.

U.S. Geological Survey, 2025, USGS Water Data for the Nation: U.S. Geological Survey National Water Information System web interface (NWIS), U.S. Geological Survey, accessed May 22, 2025, at https://doi.org/10.5066/F7P55KJN.
DOI: 10.15468/dl.76p42w
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de fauna para la conformación del Sistema Local de Áreas Protegidas (SILAP) en los municipios de San Vicente Ferrer y Cocorná"
 ]
}

 The dataset includes 282 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034461-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3nac4
title: Occurrence Download

description: A dataset containing 540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "GadmGid is USA.29_1",
 "GenusKey is one of (Zeltnera)"
 ]
}

 The dataset includes 540 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034459-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kca25
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cajanus scarabaeoides",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034464-250920141307145/datasets/export for details.
DOI: 10.15468/dl.vmre6j
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amblypomacentrus"
 ]
}

 The dataset includes 277 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034462-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wen5g7
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Avifauna asociada a los manglares de Tribugá - Nuquí, 2016"
 ]
}

 The dataset includes 354 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034465-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvjmbr
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fauna asociada a plantaciones de palma de aceite en Guatemala"
 ]
}

 The dataset includes 432 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034467-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhyfrv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clitoria heterophylla",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034468-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmzba8
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Estola fratercula"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034469-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k86jf
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clitoria heterophylla",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 132 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034470-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nmqpm
title: Occurrence Download

description: A dataset listing the 31 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-109.23927 26.41688,-110.25783 25.1737,-110.26558 24.3023,-109.83182 23.88403,-108.98754 24.91034,-109.23927 26.41688))",
 "OccurrenceStatus is Present",
 "TaxonKey is Cetacea"
 ]
}

 The dataset's 31 records were derived from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034454-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy89y5
title: Occurrence Download

description: A dataset containing 1345865 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Animalia [GBIF Backbone Taxonomy])",
 "Country is one of (Colombia)",
 "StateProvince is one of (Santander)",
 "GadmGid is one of (COL.28_2)"
 ]
 }
 ]
}

 The dataset includes 1345865 records from 342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034374-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/d3hdlb
title: Replication Data for: Labor Market Design Can Improve Match Outcomes: Evidence from Matching Teach For America Teachers to Schools

description: This is the replication package for "Labor Market Design Can Improve Match Outcomes: Evidence from Matching Teach For America Teachers to Schools," accepted in 2025 by the Journal of Political Economy: Microeconomics.
DOI: 10.15468/dl.e5uak2
title: Occurrence Download

description: A dataset containing 39114 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insectarium de Montréal (IMQC)"
 ]
}

 The dataset includes 39114 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034471-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2mqpz1
title: CCDC 2434894: Experimental Crystal Structure Determination

description: Related Article: Elena D. Stolyarova, Ilia V. Eltsov, Taisiya S. Sukhikh, Gennadiy A. Kostin|2026|J.Mol.Struct.|1350|143927|doi:10.1016/j.molstruc.2025.143927
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mqq03
title: CCDC 2434895: Experimental Crystal Structure Determination

description: Related Article: Elena D. Stolyarova, Ilia V. Eltsov, Taisiya S. Sukhikh, Gennadiy A. Kostin|2026|J.Mol.Struct.|1350|143927|doi:10.1016/j.molstruc.2025.143927
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.7gxu97
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "DatasetKey is one of (Registros de Mariposas y Polillas (Convención, Norte de Santander) asociados a la mejora de la sostenibilidad ambiental en el marco de la estrategia nacional para el cultivo de Cacao, eButterfly Surveys, Museo Entomológico Francisco Luis Gallego UNAL-MED, Colección de Entomología del Instituto de Investigación de Recursos Biológicos Alexander von Humboldt (IAvH-E), Registros asociados a eventos de Lepidópteros Diurnos de la Reserva Natural La Planada - Resguardo Indígena Awá Pialapí Pueblo Viejo, Ricaurte, departamento de Nariño, Colombia, Caracterización de la biodiversidad de la microcuenca de la quebrada La Aurora para el diseño de un corredor urbano y periurbano que facilite la conectividad ecológica en el municipio de Ibagué, departamento del Tolima, Colección de mariposas del Museo de Entomología de la Universidad del Valle)",
 "Geometry POLYGON((-148.80481 -48.32590,0.80481 -48.32590,0.80481 56.32590,-148.80481 56.32590,-148.80481 -48.32590))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zizula cyna"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034472-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2ntxm1
title: CCDC 2467774: Experimental Crystal Structure Determination

description: Related Article: T. Ravi Teja, Ch. Ajay, S. Karthik, B. Sridhar, B.V. Subba Reddy|2025|Tetrahedron Lett.|171-172|155824|doi:10.1016/j.tetlet.2025.155824
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.qhrrf3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalaria pallida",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034474-250920141307145/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2p0743
title: CCDC 2472874: Experimental Crystal Structure Determination

description: Related Article: Nobina Regmi, Monuj Sharma, Santosh Kumar, Shivanand Chettri, Nikita Thapa, Nagendra Thakur, Sanjay Dahal|2026|J.Mol.Struct.|1350|143863|doi:10.1016/j.molstruc.2025.143863
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kzx1j
title: CCDC 2383188: Experimental Crystal Structure Determination

description: Related Article: Raji Vinayagamoorthy, Sekar Anand, L. Poornima, Ravi Shanker Babu, Muthurakku Usha Rani|2026|J.Mol.Struct.|1350|143900|doi:10.1016/j.molstruc.2025.143900
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mqq14
title: CCDC 2434896: Experimental Crystal Structure Determination

description: Related Article: Elena D. Stolyarova, Ilia V. Eltsov, Taisiya S. Sukhikh, Gennadiy A. Kostin|2026|J.Mol.Struct.|1350|143927|doi:10.1016/j.molstruc.2025.143927
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.n3rhy9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalaria pallida",
 "Country is Niue",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034476-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mc5r9v
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalaria pallida",
 "Country is Nepal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034475-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncq6jb
title: Occurrence Download

description: A dataset containing 3871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Bythotrephes longimanus"
 ]
}

 The dataset includes 3871 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034477-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5dud4
title: Occurrence Download

description: A dataset containing 972 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Caracterización de Flora y Fauna en la cuenca del río Calamar, municipios de Bolívar y Trujillo, Valle del Cauca"
 ]
}

 The dataset includes 972 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034478-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17184011
title: SecureVoice50: A Multi-Device, Multi-Environment Speech Dataset for Robust and Secure Speaker Verification

description: This dataset (“SecureVoice50”) is intended to support research in speaker identification and voice biometric verification with an emphasis on security-sensitive applications (e.g., mobile banking). The dataset comprises approximately one hour of speech per participant, from 50 participants (20 female, 30 male; ages 21–38; diverse linguistic/cultural backgrounds) with varying English proficiency (advanced, intermediate, basic).

Voice recordings were made using multiple devices: a low-end feature phone, two mid-range Android smartphones, iPhone SE, external USB condenser microphone with MacBook, and in-call capture on the feature phone to represent channel/network distortions. The speech was recorded in both indoor (semi-controlled lobby) and outdoor (traffic, wind, ambient noise) environments to reflect real-world conditions. Each recording is a .wav file (8–16 kHz sampling rates) labeled by speaker, device, environment, and utterance number.

A metadata file is provided (CSV/Excel) mapping anonymized speaker IDs to non-identifying attributes: gender, age, nationality, and English proficiency. Participants provided informed consent; no personally identifying information is included; participants may withdraw their data.

Potential use cases include baseline speaker verification, degradation-aware evaluation, spoofing/attack simulation, liveness detection, and adaptation studies.

Related publication:“Speaker identification for low-end devices: A secure voice biometric solution for mobile banking,” Oyewale O. O., Taenaka Y., Kadobayashi Y., to appear in Proceedings of the 2025 IEEE International Conference on Privacy Computing and Data Security (PCDS), Hakodate, Japan.

Ethics / Consent Statement:All participants gave informed consent. Only non-sensitive demographic attributes were collected. Recordings are anonymized. No personal identification information is provided. Usage is intended for academic research.

Validation / Quality Assurance:Recordings were manually checked for completeness, clipped audio, interruptions or excessive noise; signal and SNR analyses ensured minimum thresholds. In system-level tests, speaker identification using embeddings (Whisper, ECAPA) achieved high accuracy, precision, recall, F1-score (≈ 99.5%) and loss decreased from ~0.1654 to ~0.0412 over training.
DOI: 10.5281/zenodo.17184012
title: SecureVoice50: A Multi-Device, Multi-Environment Speech Dataset for Robust and Secure Speaker Verification

description: This dataset (“SecureVoice50”) is intended to support research in speaker identification and voice biometric verification with an emphasis on security-sensitive applications (e.g., mobile banking). The dataset comprises approximately one hour of speech per participant, from 50 participants (20 female, 30 male; ages 21–38; diverse linguistic/cultural backgrounds) with varying English proficiency (advanced, intermediate, basic).

Voice recordings were made using multiple devices: a low-end feature phone, two mid-range Android smartphones, iPhone SE, external USB condenser microphone with MacBook, and in-call capture on the feature phone to represent channel/network distortions. The speech was recorded in both indoor (semi-controlled lobby) and outdoor (traffic, wind, ambient noise) environments to reflect real-world conditions. Each recording is a .wav file (8–16 kHz sampling rates) labeled by speaker, device, environment, and utterance number.

A metadata file is provided (CSV/Excel) mapping anonymized speaker IDs to non-identifying attributes: gender, age, nationality, and English proficiency. Participants provided informed consent; no personally identifying information is included; participants may withdraw their data.

Potential use cases include baseline speaker verification, degradation-aware evaluation, spoofing/attack simulation, liveness detection, and adaptation studies.

Related publication:“Speaker identification for low-end devices: A secure voice biometric solution for mobile banking,” Oyewale O. O., Taenaka Y., Kadobayashi Y., to appear in Proceedings of the 2025 IEEE International Conference on Privacy Computing and Data Security (PCDS), Hakodate, Japan.

Ethics / Consent Statement:All participants gave informed consent. Only non-sensitive demographic attributes were collected. Recordings are anonymized. No personal identification information is provided. Usage is intended for academic research.

Validation / Quality Assurance:Recordings were manually checked for completeness, clipped audio, interruptions or excessive noise; signal and SNR analyses ensured minimum thresholds. In system-level tests, speaker identification using embeddings (Whisper, ECAPA) achieved high accuracy, precision, recall, F1-score (≈ 99.5%) and loss decreased from ~0.1654 to ~0.0412 over training.
DOI: 10.26093/cds/vizier.51680092
title: Single vs mult. planet syst. radius distribution

description: VizieR online Data Catalogue associated with article published in journal Astronomical Journal with title ' Variations in the radius distribution of single- and compact multiple-transiting planets.' (bibcode: 2024AJ....168...92L)
DOI: 10.5281/zenodo.17237867
title: Ensemble Siamese Neural Networks for Prodrug Activation Prediction
DOI: 10.5281/zenodo.17237868
title: Ensemble Siamese Neural Networks for Prodrug Activation Prediction
DOI: 10.15468/dl.5qnqf3
title: Occurrence Download

description: A dataset containing 721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA.11.8.3_1",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset includes 721 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034481-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdtryt
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalaria pallida",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034484-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.