cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3xm5np
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anabolia lombarda"
 ]
}

 The dataset includes 75 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003782-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sc4can
title: Occurrence Download

description: A dataset containing 51279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mystacides longicornis"
 ]
}

 The dataset includes 51279 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003708-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18710/hkq2rf/6gjz2e
title: f99_ws1_lda.zip

description: This zip file contains experimental data of velocity values. The zip file contains several MATLAB files.
DOI: 10.18710/hkq2rf/vvijvy
title: f99_ws1_cfd_geometry.zip

description: This zip file contains three-dimensional geometry of Francis-99 turbine. Require ANSYS software to open these files.
DOI: 10.15468/dl.hj3mpu
title: Occurrence Download

description: A dataset containing 908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anabolia furcata"
 ]
}

 The dataset includes 908 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003781-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18710/hkq2rf/zvtxj1
title: f99_ws1_pressure.zip

description: This zip file contains experimental data of pressure values.
DOI: 10.5281/zenodo.17927643
title: Extensive genomic diversity in Desulfovibrio species reveals species-specific functional traits associated with disease

description: The genomic sequences from 2658 Desulfovibrio genomes chracterized in our paper "Extensive genomic diversity in Desulfovibrio species reveals species-specific functional traits associated with disease"
DOI: 10.18710/hkq2rf/4fqdyi
title: 00_README.txt

description: ReadMe file providing overall information about the data.
DOI: 10.5281/zenodo.14246859
title: Extensive genomic diversity in Desulfovibrio species reveals species-specific functional traits associated with disease

description: The genomic sequences from 2658 Desulfovibrio genomes chracterized in our paper "Extensive genomic diversity in Desulfovibrio species reveals species-specific functional traits associated with disease"
DOI: 10.18710/hkq2rf
title: Francis-99 workshop 1: Steady state operation
title: Francis-99

description: Francis-99 is the series of workshops that provided open data to the researchers worldwide. Hydraulic turbines play essential roles to mitigate the renewable energy demand. The design data of the turbine are rarely available due to confidentiality. The workshop series provides an unique opportunity to the researchers worldwide and provides the state-of-the-art measurement data with computational model.

The data contains experimental results of the mode Francis turbine in the Waterpower laboratory, NTNU. The provided data can be used to define boundary conditions and validation of the computational fluid dynamic model. The data also contains the computational fluid dynamic model. The dataset corresponds to the first workshop of the Francis-99.

The data includes both pressure measurements at selected locations in the turbine and velocity measurements in draft tube. Velocity was measured using PIV in the draft tube. The measurement data contains three operating points: (1) BEP - design load (2) part load and (3) high load. A potential user can use these data and validate the numerical simulation model. Detailed information about the data is available in the attached report.
description: ANSYS, 2014
description: Francis-99
description: Related document "Report" is provided along with the data files.
DOI: 10.18710/hkq2rf/iei2es
title: Francis_99_Workshop_1.pdf

description: This is the main report describes the use of the data and all related information, including the data usage and data processing.
DOI: 10.15468/dl.d8jknr
title: Occurrence Download

description: A dataset containing 168182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5.0",
 "GadmGid is ZAF.9.3.1_1",
 "OccurrenceStatus is Present",
 "Year 1000-2024"
 ]
}

 The dataset includes 168182 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003769-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gtrqj
title: Occurrence Download

description: A dataset containing 602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Faxonius immunis",
 "Year 2000-2023"
 ]
}

 The dataset includes 602 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003783-260221153910048/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.29966689
title: <b>Herbivore specialization and host plant genotypes interactively alter herbivore community assembly</b>

description: Results of the common garden experiment. "herbivory_disribution_data": beetle herbivory distribution along leaf ages after specialist (y) and generalist (b) inoculation. "community_data": insect communities in response to the specialist (y) and generalist (b) inoculations and without prior treatment (non).
DOI: 10.6084/m9.figshare.29966689.v2
title: <b>Herbivore specialization and host plant genotypes interactively alter herbivore community assembly</b>

description: Results of the common garden experiment. "herbivory_disribution_data": beetle herbivory distribution along leaf ages after specialist (y) and generalist (b) inoculation. "community_data": insect communities in response to the specialist (y) and generalist (b) inoculations and without prior treatment (non).
DOI: 10.6084/m9.figshare.29966689.v1
title: <b>Herbivore specialization and host plant genotypes interactively alter herbivore community assembly</b>

description: Results of the common garden experiment. "herbivory_disribution_data": beetle herbivory distribution along leaf ages after specialist (y) and generalist (b) inoculation. "community_data": insect communities in response to the specialist (y) and generalist (b) inoculations and without prior treatment (non).
DOI: 10.15468/dl.fbs56h
title: Occurrence Download

description: A dataset containing 3732089 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Country is Chile",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Animalia, Plantae)",
 "Year 2006-2012"
 ]
}

 The dataset includes 3732089 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003752-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48320/594738e2-79d8-4337-a60f-2b30a009715f
title: Panel Study of Russian Public Opinion and Attitudes (PROPA)
DOI: 10.5281/zenodo.18743895
title: Panel Study of Russian Public Opinion and Attitudes (PROPA) – Wave 5

description: The fifth wave of the Panel Study of Russian Public Opinion and Attitudes (PROPA) was conducted online (October 10 – October 27, 2025; N=2,676). The respondents were recruited through the online marketplace panels. The survey gathers insights from a wide demographic cross-section of the Russian society, providing a snapshot of the attitudes, economic perceptions, and political allegiances of Russian citizens. The panel component includes 817 respondents.

Participants are Russian citizens aged 18 and over residing in Russia at the time of collection. On average, participants completed the survey in 23 minutes.

The dataset includes detailed socio-demographic measures (gender, age, region, settlement type, postal code, city name, education, ethnicity, religiosity and church attendance, occupation, and household material situation), as well as economic evaluations (satisfaction with personal and national economic conditions and concern about rising prices). It captures political engagement and media trust (interest in Russian politics, frequency of political discussion, trust in online and television news), perceived support for Vladimir Putin in respondents' social circles and in Russia overall, and institutional approval of the President, Government, and State Duma, along with trust in Russians who left after 24 February 2022 and approval of Putin's activities. War-related items record personal or family participation in the war (SMO), support for the war, preferences regarding continuing military action versus peace negotiations, VPN use, and perceived safety of participating in war-related surveys. Finally, the dataset includes a comprehensive battery on sources of political information.

Dataset is in .csv and .sav format. Codebook is in .pdf format.
description: Published on Discuss Data, https://discuss-data.net/dataset/594738e2-79d8-4337-a60f-2b30a009715f/
description: Method(s) of data collection: Public Opinion Poll
DOI: 10.5281/zenodo.18743894
title: Panel Study of Russian Public Opinion and Attitudes (PROPA) – Wave 5

description: The fifth wave of the Panel Study of Russian Public Opinion and Attitudes (PROPA) was conducted online (October 10 – October 27, 2025; N=2,676). The respondents were recruited through the online marketplace panels. The survey gathers insights from a wide demographic cross-section of the Russian society, providing a snapshot of the attitudes, economic perceptions, and political allegiances of Russian citizens. The panel component includes 817 respondents.

Participants are Russian citizens aged 18 and over residing in Russia at the time of collection. On average, participants completed the survey in 23 minutes.

The dataset includes detailed socio-demographic measures (gender, age, region, settlement type, postal code, city name, education, ethnicity, religiosity and church attendance, occupation, and household material situation), as well as economic evaluations (satisfaction with personal and national economic conditions and concern about rising prices). It captures political engagement and media trust (interest in Russian politics, frequency of political discussion, trust in online and television news), perceived support for Vladimir Putin in respondents' social circles and in Russia overall, and institutional approval of the President, Government, and State Duma, along with trust in Russians who left after 24 February 2022 and approval of Putin's activities. War-related items record personal or family participation in the war (SMO), support for the war, preferences regarding continuing military action versus peace negotiations, VPN use, and perceived safety of participating in war-related surveys. Finally, the dataset includes a comprehensive battery on sources of political information.

Dataset is in .csv and .sav format. Codebook is in .pdf format.
description: Published on Discuss Data, https://discuss-data.net/dataset/594738e2-79d8-4337-a60f-2b30a009715f/
description: Method(s) of data collection: Public Opinion Poll
DOI: 10.6084/m9.figshare.31389952
title: <b>Plasmonic Photoenzymatic Therapy with SERS Monitoring for Oral Cancer</b>

description: <b>Plasmonic Photoenzymatic Therapy with SERS Monitoring for Oral Cancer</b>
DOI: 10.6084/m9.figshare.31389952.v1
title: <b>Plasmonic Photoenzymatic Therapy with SERS Monitoring for Oral Cancer</b>

description: <b>Plasmonic Photoenzymatic Therapy with SERS Monitoring for Oral Cancer</b>
DOI: 10.58099/pk/ppezou
title: Structural and optical properties of PQX and ZnO:PQX composite thin films

description: The data include the results of spectroscopic studies: NMR (H and C), UV-Vis absorption and photoluminescence in the form of raw data, obtained as part of the implementation of the scientific task Miniatura 7 no. 2023/07/X/ST5/00214.
DOI: 10.15468/dl.qus7tv
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anisogamus difformis"
 ]
}

 The dataset includes 421 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003786-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbp4vk
title: Occurrence Download

description: A dataset containing 3045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-112.08715 27.80962,-106.281 15.55219,-87.80268 5.35303,-80.53267 -3.77676,-56.22967 -8.37706,-54.37891 19.7148,-80.75235 22.06491,-90.67505 28.85412,-112.08715 27.80962))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bromelia pinguin"
 ]
}

 The dataset includes 3045 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003784-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kr2yy
title: Occurrence Download

description: A dataset containing 18357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anabolia nervosa"
 ]
}

 The dataset includes 18357 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003785-260221153910048/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.26403754.v5
title: Late Paleozoic Tectonic Evolution of the North Tianshan (NW China): Insights from an Inverted HT-LP Metamorphic Sequence in the Harlik Range

description: Dataset for "Late Paleozoic Tectonic Evolution of the North Tianshan (NW China): Insights from an Inverted HT-LP Metamorphic Sequence in the Harlik Range" by Ni et al.
DOI: 10.15468/dl.ymmyar
title: Occurrence Download

description: A dataset containing 1046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Annitella obscurata"
 ]
}

 The dataset includes 1046 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003787-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17615657
title: GEOXYGEN: a global long-term dissolved oxygen dataset

description: The latest dataset can be found at https://doi.org/10.12157/IOCAS.20260223.002

Description

GEOXYGEN is a global, four-dimensional ocean dissolved oxygen dataset. It provides monthly DO fields on a 0.5° × 0.5° latitude–longitude grid and 187 standard depth levels from the upper ocean (~1 m) to the deep ocean (~5500 m) for the period 1960–2024. The dataset is intended for studies of ocean deoxygenation, marine biogeochemistry, and climate variability, and for evaluating ocean and Earth system model simulations of dissolved oxygen.

Data content and format

GEOXYGEN is distributed as CF- and ACDD-compliant NetCDF files. In version v1.0, the data are organised as monthly files named

GEOXYGEN_DO_YYYYMM_0p5deg_v1.nc

covering the period from January 1960 to June 2024. In total, v1.0 comprises 774 monthly NetCDF files. Each file contains a single monthly field of dissolved oxygen for all depth levels on the global grid.

The main variables are:





OXY — dissolved oxygen concentration (µmol kg⁻¹), dimensions: time × depth × latitude × longitude.




time — monthly time coordinate, dimension: time.





Units: days since 1950-01-01T00:00:00Z, Gregorian calendar.






depth — standard depth levels (m, positive downward), dimension: depth.





187 levels between ~1 m and 5500 m.






latitude — latitude of grid-cell centres (degrees north), dimension: latitude.




longitude — longitude of grid-cell centres (degrees east), dimension: longitude.



Additional global attributes follow CF-1.8 and ACDD-1.3 conventions and include, for example, dataset title, institution, keywords, spatial and temporal coverage, and processing history. 

Spatial and temporal coverage

The dataset covers the global open ocean on a regular 0.5° × 0.5° grid in latitude and longitude. Land and shallow shelf regions are masked using a 200 m bathymetric/land mask, so that the fields represent offshore, open-ocean conditions.

The depth axis extends from the upper ocean (~1 m) to about 5500 m on 187 standard depth levels.

The temporal coverage of v1.0 is January 1960 to June 2024 at a monthly resolution.

Method

GEOXYGEN is generated by combining an extensive compilation of quality-controlled in situ DO profiles with a  machine-learning framework. Regional and depth-resolved CatBoost models are trained using physical and biogeochemical predictor fields (e.g. temperature, salinity, oxygen solubility, circulation and productivity proxies, and spatiotemporal coordinates) and then applied to consistent gridded driver fields to reconstruct DO globally from 1960 onward. 

Contact Email

zgwang24@m.fudan.edu.cn
DOI: 10.5281/zenodo.17615656
title: GEOXYGEN: a global long-term dissolved oxygen dataset

description: The latest dataset can be found at https://doi.org/10.12157/IOCAS.20260223.002

Description

GEOXYGEN is a global, four-dimensional ocean dissolved oxygen dataset. It provides monthly DO fields on a 0.5° × 0.5° latitude–longitude grid and 187 standard depth levels from the upper ocean (~1 m) to the deep ocean (~5500 m) for the period 1960–2024. The dataset is intended for studies of ocean deoxygenation, marine biogeochemistry, and climate variability, and for evaluating ocean and Earth system model simulations of dissolved oxygen.

Data content and format

GEOXYGEN is distributed as CF- and ACDD-compliant NetCDF files. In version v1.0, the data are organised as monthly files named

GEOXYGEN_DO_YYYYMM_0p5deg_v1.nc

covering the period from January 1960 to June 2024. In total, v1.0 comprises 774 monthly NetCDF files. Each file contains a single monthly field of dissolved oxygen for all depth levels on the global grid.

The main variables are:





OXY — dissolved oxygen concentration (µmol kg⁻¹), dimensions: time × depth × latitude × longitude.




time — monthly time coordinate, dimension: time.





Units: days since 1950-01-01T00:00:00Z, Gregorian calendar.






depth — standard depth levels (m, positive downward), dimension: depth.





187 levels between ~1 m and 5500 m.






latitude — latitude of grid-cell centres (degrees north), dimension: latitude.




longitude — longitude of grid-cell centres (degrees east), dimension: longitude.



Additional global attributes follow CF-1.8 and ACDD-1.3 conventions and include, for example, dataset title, institution, keywords, spatial and temporal coverage, and processing history. 

Spatial and temporal coverage

The dataset covers the global open ocean on a regular 0.5° × 0.5° grid in latitude and longitude. Land and shallow shelf regions are masked using a 200 m bathymetric/land mask, so that the fields represent offshore, open-ocean conditions.

The depth axis extends from the upper ocean (~1 m) to about 5500 m on 187 standard depth levels.

The temporal coverage of v1.0 is January 1960 to June 2024 at a monthly resolution.

Method

GEOXYGEN is generated by combining an extensive compilation of quality-controlled in situ DO profiles with a  machine-learning framework. Regional and depth-resolved CatBoost models are trained using physical and biogeochemical predictor fields (e.g. temperature, salinity, oxygen solubility, circulation and productivity proxies, and spatiotemporal coordinates) and then applied to consistent gridded driver fields to reconstruct DO globally from 1960 onward. 

Contact Email

zgwang24@m.fudan.edu.cn
DOI: 10.5281/zenodo.18143492
title: Juvenile Crime
DOI: 10.5281/zenodo.18143493
title: Juvenile Crime
DOI: 10.15468/dl.kx2wkh
title: Occurrence Download

description: A dataset containing 25077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco tinnunculus"
 ]
}

 The dataset includes 25077 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003788-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sk8xuy
title: Occurrence Download

description: A dataset containing 2066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anomalopterygella chauviniana"
 ]
}

 The dataset includes 2066 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003789-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9t59v
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chaetopteryx gessneri"
 ]
}

 The dataset includes 237 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003791-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8u5v9e
title: Occurrence Download

description: A dataset containing 381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chaetopterygopsis maclachlani"
 ]
}

 The dataset includes 381 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003790-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdj2hs
title: Occurrence Download

description: A dataset containing 1002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tropidurus oreadicus"
 ]
}

 The dataset includes 1002 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003792-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13x7lx7
title: Juvenile Virile Crayfish (Faxonius virilis) length, weight, and consumption after a 28-day sublethal nickel exposure with associated water quality data

description: Data was collected in association with the exposure of aqueous nickel (NiCl2-H2O) to juvenile crayfish (Faxonius virilis) for 29 days at different concentrations to observe any differences in growth (after 28 days) and food consumption (on day 29). Data for the growth component of the study included crayfish wet weight (initial and final), final carapace length, and crayfish sex. The food consumption data included measurement of blood worms (by wet weight) consumed in a 24-hour period. Daily in situ water quality data included temperature, pH, conductivity, and dissolved oxygen. Bench water quality data includes ammonia, hardness, and alkalinity. Analytical chemistry data includes nickel concentration, dissolved organic carbon, cations, and anions. Additional data was also collected to calibrate bloodworm consumption data.