cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18434463
title: Cs2LiFeCl6_datasets

description: This repository provides DFT-calculated electronic (band structure and DOS), phonon (dispersion and DOS), elastic, mechanical, and optical properties of the lead-free double perovskite Cs2LiFeCl6, supporting the findings of the associated manuscript.
DOI: 10.5281/zenodo.17546951
title: Data and Code for: PREDATOR-PREY TEMPORAL NICHE PARTITIONING UNDER HUMAN DISTURBANCE
DOI: 10.5281/zenodo.17546952
title: Data and Code for: PREDATOR-PREY TEMPORAL NICHE PARTITIONING UNDER HUMAN DISTURBANCE
DOI: 10.5258/soton/d3707
title: Dataset in support of the journal article 'Smart and flexible optical solar reflectors for passive radiative cooling regulation in space using a W:VO2 metasurface'

description: Dataset in support of the journal article 'Smart and flexible optical solar reflectors for passive radiative cooling regulation in space using a W:VO2 metasurface': Nanophotonics. 
https://doi.org/10.1002/nap2.70011.
The data is in Excel format.
DOI: 10.5281/zenodo.15711942
title: POSEIDON Aerosol Databases

description: Repository storing the pre-computed aerosol databases for POSEIDON (https://github.com/MartianColonist/POSEIDON)

Includes:

1. Required Database: 'aerosol_database.hdf5'

- includes base aerosol collection introduced in Mullens 2024 

- updated as of v1.3.1

- See the readme.txt for more details on refractive indices used to generated database.

2. Optional database: 'aerosol_directional_database.hdf5'

- included as of v1.3.1

- includes directional and temperature dependent aerosol collection introduced in Mullens & Lewis 2025

- Folder includes pdf with relevant refractive index citations 

3. Optional database: 'aerosol_diamonds_database.hdf5' 

- included as of v1.3.1

- includes diamond aerosols, with relevant refractive index citations. 

4. Optional datbase: 'SiO2_free_logwidth_database.hdf5'

- included as of v1.3.1

- includes SiO2 precomputed properties with different lognormal log widths, with relevant refractive index citations. 

5. All the refractive index txt files used to generate the aerosol databases. 

- includes all the code to used to generate the grids as well. If you source any refractive indices from this zenodo, please ensure you cite where they came from.
DOI: 10.5281/zenodo.18434525
title: POSEIDON Aerosol Databases

description: Repository storing the pre-computed aerosol databases for POSEIDON (https://github.com/MartianColonist/POSEIDON)

Includes:

1. Required Database: 'aerosol_database.hdf5'

- includes base aerosol collection introduced in Mullens 2024 

- updated as of v1.3.1

- See the readme.txt for more details on refractive indices used to generated database.

2. Optional database: 'aerosol_directional_database.hdf5'

- included as of v1.3.1

- includes directional and temperature dependent aerosol collection introduced in Mullens & Lewis 2025

- Folder includes pdf with relevant refractive index citations 

3. Optional database: 'aerosol_diamonds_database.hdf5' 

- included as of v1.3.1

- includes diamond aerosols, with relevant refractive index citations. 

4. Optional datbase: 'SiO2_free_logwidth_database.hdf5'

- included as of v1.3.1

- includes SiO2 precomputed properties with different lognormal log widths, with relevant refractive index citations. 

5. All the refractive index txt files used to generate the aerosol databases. 

- includes all the code to used to generate the grids as well. If you source any refractive indices from this zenodo, please ensure you cite where they came from.
DOI: 10.6084/m9.figshare.31212082
title: Table S1. E. cloacae phages

description: This is a 28-phage panel lytic against diverse strains of <i>Enterobacter cloacae.</i>
DOI: 10.6084/m9.figshare.31212082.v1
title: Table S1. E. cloacae phages

description: This is a 28-phage panel lytic against diverse strains of <i>Enterobacter cloacae.</i>
DOI: 10.5281/zenodo.18434609
title: LoN
DOI: 10.5281/zenodo.18434608
title: LoN
DOI: 10.5519/qd.ujesthny
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (114 records)
DOI: 10.25824/redu/uyyc8a
title: Instituto E-dinheiro: de banco comunitário a fintech, um estudo de caso

description: Este conjunto de dados contém informações associadas a dissertação "INSTITUTO E-DINHEIRO: DE BANCO COMUNITÁRIO A FINTECH, UM ESTUDO DE CASO". Incluindo as entrevistas semiestruturadas realizadas para coleta de dados primários. Estruturação da base de dados bibliográficas utilizada para revisão de literatura pregressa e levantamento dos bancos comunitários brasileiros atuantes. Estes dados permitem a análise que visa responder a pergunta "Em que medida a plataforma E-dinheiro se enquadra, desafia ou extrapola os marcos conceituais que definem uma fintech?". Para mais informações, entre em contato com os autores. (2025)
DOI: 10.6084/m9.figshare.31048603
title: available data for manuscript ECE-2026-01-00279 at Ecology and Evolution

description: sampling location, environmental indices, growth residuals, and mantle length for jumbo squid
DOI: 10.6084/m9.figshare.31048603.v3
title: available data for manuscript ECE-2026-01-00279 at Ecology and Evolution

description: sampling location, environmental indices, growth residuals, and mantle length for jumbo squid
DOI: 10.6084/m9.figshare.31048603.v2
title: available data for manuscript 8382814 at Journal of Biogeography

description: sampling location, environmental indices, growth residuals, and mantle length for jumbo squid
DOI: 10.18738/t8/8h5n0l
title: Two Sides of the AI Coin - Appendices

description: This online data collection consists of the appendices for a study that introduces the Net Labor Capacity (NLC) model to quantify how generative artificial intelligence (AI) simultaneously displaces and augments labor across U.S. occupations.
DOI: 10.15151/esrf-dc-2324015794
title: Molecular basis of ZP3/ZP1 heteropolymerization: crystal structure of a native vertebrate egg coat filament fragment

description: Following the fertilization of an egg by a single sperm, the egg coat or zona pellucida (ZP) hardens and polyspermy is irreversibly blocked. These events are associated with the cleavage of the N-terminal region (NTR) of glycoprotein ZP2, a major subunit of ZP filaments. ZP2 processing is thought to inactivate sperm binding to the ZP, but its molecular consequences and connection with ZP hardening are unknown. Biochemical and structural studies show that cleavage of ZP2 triggers its oligomerization. Moreover, the structure of a native vertebrate egg coat filament, combined with AlphaFold predictions of human ZP polymers, reveals that two protofilaments consisting of type I (ZP3) and type II (ZP1/ZP2/ZP4) components interlock into a left-handed double helix from which the NTRs of type II subunits protrude. Together, these data suggest that oligomerization of cleaved ZP2 NTRs extensively cross-links ZP filaments, rigidifying the egg coat and making it physically impenetrable to sperm.
DOI: 10.5281/zenodo.18434573
title: LEGALEDUCATIONOFUNIVERSITYSTUDENTSINTHEPROCESSOFPROFESSIONALTRAINING

description: In the context of modern higher education, the formation of professionally competent specialists cannot be separated from their legal awareness and legal culture. Legal education plays a crucial role in shaping students’ professional responsibility, civic consciousness, and ethical behavior. This article examines the theoretical and practical foundations of legal education of university students during the process of professional training. Special attention is paid to the integration of legal education into professional disciplines, pedagogical mechanisms, and the role of higher education institutions in fostering legally literate and socially responsible graduates. The article analyzes existing scholarly views, discusses challenges and prospects, and proposes recommendations for improving the effectiveness of legal education in higher education.
DOI: 10.5281/zenodo.18434574
title: LEGALEDUCATIONOFUNIVERSITYSTUDENTSINTHEPROCESSOFPROFESSIONALTRAINING

description: In the context of modern higher education, the formation of professionally competent specialists cannot be separated from their legal awareness and legal culture. Legal education plays a crucial role in shaping students’ professional responsibility, civic consciousness, and ethical behavior. This article examines the theoretical and practical foundations of legal education of university students during the process of professional training. Special attention is paid to the integration of legal education into professional disciplines, pedagogical mechanisms, and the role of higher education institutions in fostering legally literate and socially responsible graduates. The article analyzes existing scholarly views, discusses challenges and prospects, and proposes recommendations for improving the effectiveness of legal education in higher education.
DOI: 10.15468/dl.m7f29a
title: Occurrence Download

description: A dataset containing 2657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Cervus elaphus",
 "Year 2023-2024"
 ]
}

 The dataset includes 2657 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000430-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89v6ut
title: Occurrence Download

description: A dataset containing 712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-53.5392 -24.90547,-53.52781 -24.9183,-53.50894 -24.92935,-53.49361 -24.93363,-53.46649 -24.94111,-53.4437 -24.94752,-53.4323 -24.95893,-53.41304 -24.9714,-53.39103 -24.95928,-53.39693 -24.95144,-53.41658 -24.92365,-53.43466 -24.91331,-53.46846 -24.90725,-53.483 -24.90226,-53.52702 -24.88479,-53.5392 -24.90547))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 712 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000631-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuzdak
title: Occurrence Download

description: A dataset containing 1105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Codonocarpus cotinifolius",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1105 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002208-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbkekr
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Month is January",
 "TaxonKey is Candelariella vitellina",
 "Year 1994-2024"
 ]
}

 The dataset includes 423 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002245-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/bm9e9a
title: Towards the molecular resolution of the bird digenean Hyptiasmus oculeus complex (Cyclocoelidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Vlasenkov, Sergei A., Gordeev, Ilya I., Sokolov, Sergey G. (2025): Towards the molecular resolution of the bird digenean Hyptiasmus oculeus complex (Cyclocoelidae). Zootaxa 5729 (2): 264-282, DOI: 10.11646/zootaxa.5729.2.3, URL: https://doi.org/10.11646/zootaxa.5729.2.3AbstractHyptiasmus Kossack, 1911 is a genus of cyclocoelid digeneans infecting the body cavity, air sacs, and lungs of mainly anseriform and gruiform birds. Some species of this genus have extensive ranges, spanning more than one continent. Therefore, this taxon is potentially of interest for studying patterns of genetic diversity and the associated problems of taxonomic delimitation of species. We focused on the examination of Hyptiasmus specimens initially identified as Hyptiasmus oculeus Kossack, 1911. These digeneans were collected from the nasal sinuses of specimens of Eurasian Coot Fulica atra Linnaeus, 1758 taken in both European and Asian parts of Russia. Phylogenetic analyses based on 28S rRNA, nd1, and cytb markers, in combination with morphological data, indicate that the newly collected digeneans are in fact members of H. oculeus complex represented by true H. oculeus and a putative new species Hyptiasmus sp. The morphological differences between these species appear to be the length of the postovarian space and the position of the genital pore. A detailed morphological study revealed the presence of rudimentary ventral and oral suckers in gravid specimens of H. oculeus complex. We did not find any geographic structuredness of the haplotype diversity in true H. oculeus. Our findings do not support the recent proposal to resurrect H. singilum Witenberg, 1923 and H. brumpti Dollfus, 1948. In addition, we hypothesise that Paracyclocoelum Vainutis, Andreev & Voronova, 2024 is a synonym of Cyclocoelum Brandes, 1892.
DOI: 10.15468/dl.scfyu3
title: Occurrence Download

description: A dataset containing 7423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coenobita clypeatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7423 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005169-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wm9y7d
title: Occurrence Download

description: A dataset containing 1214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptandra amara",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1214 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005219-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00012572.0
title: Available datapackage for study 'Understanding Factors Influencing COVID-19 Testing and Vaccination in Immigrant Low-Income and Homeless Populations and Testing Targeted Interventions'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.34740/kaggle/dsv/14679741
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18430705
title: Analysis results of seawater samples from the Saronic Gulf

description: This dataset presents quantitative concentration data from the analysis of seawater samples collected at selected locations in the Saronic Gulf. The analyses were conducted by the Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens (NKUA/TraMS), on behalf of the EC-funded ENVIROMED project. The data document the occurrence of individual pharmaceutical compounds in the marine environment and support the assessment of potential environmental release associated with wastewater treatment plant discharges. The sample matrix is seawater.
description: This dataset comprises quantitative concentration data for individual pharmaceutical substances measured in seawater samples collected at selected locations in the Saronic Gulf.

The analyses were conducted by the Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens (NKUA/TraMS), on behalf of the EC-funded ENVIROMED project.

The dataset includes information on the sample matrix (seawater), compound-specific concentration values, and associated analytical method. The data were generated to assess the occurrence of pharmaceutical compounds in the marine environment and to evaluate their potential environmental release in relation to wastewater treatment plant discharges.

This dataset is part of a series of ENVIROMED datasets on pharmaceutical compounds in Greek wastewater and coastal waters, including MITERA Hospital wastewater and Athens (Psyttalia) WWTP wastewater. The data are presented in ENVIROMED project deliverables and may support ongoing and future scientific publications.

Geographical coverage

Saronic Gulf, Greece

Intended use

The dataset is suitable for research on marine environmental monitoring, pharmaceutical contamination in coastal waters, and the assessment of anthropogenic pressures on marine ecosystems.
DOI: 10.5281/zenodo.18430704
title: Analysis results of seawater samples from the Saronic Gulf

description: This dataset presents quantitative concentration data from the analysis of seawater samples collected at selected locations in the Saronic Gulf. The analyses were conducted by the Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens (NKUA/TraMS), on behalf of the EC-funded ENVIROMED project. The data document the occurrence of individual pharmaceutical compounds in the marine environment and support the assessment of potential environmental release associated with wastewater treatment plant discharges. The sample matrix is seawater.
description: This dataset comprises quantitative concentration data for individual pharmaceutical substances measured in seawater samples collected at selected locations in the Saronic Gulf.

The analyses were conducted by the Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens (NKUA/TraMS), on behalf of the EC-funded ENVIROMED project.

The dataset includes information on the sample matrix (seawater), compound-specific concentration values, and associated analytical method. The data were generated to assess the occurrence of pharmaceutical compounds in the marine environment and to evaluate their potential environmental release in relation to wastewater treatment plant discharges.

This dataset is part of a series of ENVIROMED datasets on pharmaceutical compounds in Greek wastewater and coastal waters, including MITERA Hospital wastewater and Athens (Psyttalia) WWTP wastewater. The data are presented in ENVIROMED project deliverables and may support ongoing and future scientific publications.

Geographical coverage

Saronic Gulf, Greece

Intended use

The dataset is suitable for research on marine environmental monitoring, pharmaceutical contamination in coastal waters, and the assessment of anthropogenic pressures on marine ecosystems.
DOI: 10.15468/dl.8x4ep8
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia subangulata"
 ]
}

 The dataset includes 368 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002251-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18434736
title: Glottography dataset derived from Bowern 2021 "Files for Australian Language Locations"

description: Cite the source of the dataset as:




Bowern, C. (2021). Files for Australian Language Locations [Data set]. Zenodo. https://doi.org/10.5281/zenodo.4898185
DOI: 10.15468/dl.kh3pds
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalocereus polylophus"
 ]
}

 The dataset includes 163 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002253-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pzr2u
title: Occurrence Download

description: A dataset containing 22501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "TaxonomicStatus is Accepted",
 "Country is France",
 "BasisOfRecord is Living Specimen"
 ]
}

 The dataset includes 22501 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002246-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eekpew
title: Occurrence Download

description: A dataset containing 1697 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colias fieldii"
 ]
}

 The dataset includes 1697 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002250-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2fda4
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bursera biflora"
 ]
}

 The dataset includes 637 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002252-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y42j89
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasiommata schakra"
 ]
}

 The dataset includes 286 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002256-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8bvbr
title: Occurrence Download

description: A dataset containing 14158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physalia physalis"
 ]
}

 The dataset includes 14158 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002255-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8xbr3
title: Occurrence Download

description: A dataset containing 2235 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lampropeltis gentilis"
 ]
}

 The dataset includes 2235 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002257-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28wgs3
title: Occurrence Download

description: A dataset containing 13498 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phrynosoma hernandesi"
 ]
}

 The dataset includes 13498 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002259-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.