cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22033/esgf/cmip6.793
title: MPI-M MPIESM1.2-LR model output prepared for CMIP6 ScenarioMIP

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.ScenarioMIP.MPI-M.MPI-ESM1-2-LR' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The MPI-ESM1.2-LR climate model, released in 2017, includes the following components:
 aerosol: none, prescribed MACv2-SP, atmos: ECHAM6.3 (spectral T63; 192 x 96 longitude/latitude; 47 levels; top level 0.01 hPa), land: JSBACH3.20, landIce: none/prescribed, ocean: MPIOM1.63 (bipolar GR1.5, approximately 1.5deg; 256 x 220 longitude/latitude; 40 levels; top grid cell 0-12 m), ocnBgchem: HAMOCC6, seaIce: unnamed (thermodynamic (Semtner zero-layer) dynamic (Hibler 79) sea ice model). 
The model was run by the Max Planck Institute for Meteorology, Hamburg 20146, Germany (MPI-M) in native nominal resolutions: aerosol: 250 km, atmos: 250 km, land: 250 km, landIce: none, ocean: 250 km, ocnBgchem: 250 km, seaIce: 250 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.
DOI: 10.25549/inscriptifact-ouc110815925
title: Proto-Sinaitic Inscription 367

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 367 ❧ [Excavation Description:] Discovered in 1930 in tumulus 150m south of Mine L ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Stone block with inscription in steliform panel measuring 26 x 14 cm
DOI: 10.25549/inscriptifact-ouc110815900
title: Proto-Sinaitic Inscription 375c

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 375c ❧ [Excavation Description:] Discovered in 1935 in excavation of Mine M ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Stone slabe (stele?), 22 x 16 cm
DOI: 10.15468/dl.23ywzk
title: Occurrence Download

description: A dataset containing 4119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.41_1, USA.11_1, USA.34_1)",
 "TaxonKey is Tillandsia usneoides"
 ]
}

 The dataset includes 4119 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029353-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110815854
title: Proto-Sinaitic Inscription 364

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 364 ❧ [Excavation Description:] Discovered in 1930 in dumps in front of Mine M ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Stone plaque (fragment?), 14 x 12 cm
DOI: 10.25549/inscriptifact-ouc110815896
title: Proto-Sinaitic Inscription 375c

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 375c ❧ [Excavation Description:] Discovered in 1935 in excavation of Mine M ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Stone slabe (stele?), 22 x 16 cm
DOI: 10.25549/inscriptifact-ouc110815840
title: Proto-Sinaitic Inscription 363

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 363 ❧ [Excavation Description:] Discovered in 1930 in a tumulus on top of Mine L, north of entrance ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Stone plaque (fragment?), 17 x 14 cm
DOI: 10.25549/inscriptifact-ouc110820749
title: Persepolis Fortification Elamite Tablet 2267.101, Fort 2267.101

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2267.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on right edge. ❧ [Physical Object Note:] Left side of tablet missing.
DOI: 10.25549/inscriptifact-ouc110820736
title: Persepolis Fortification Elamite Tablet 2267.101, Fort 2267.101

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2267.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on right edge. ❧ [Physical Object Note:] Left side of tablet missing.
DOI: 10.15468/dl.96a6sx
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((88.80844 19.51472,131.19156 19.51472,131.19156 36.48528,88.80844 36.48528,88.80844 19.51472))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Andrias davidianus",
 "Year 2013-2023"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019872-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14545659
title: OBELiX
DOI: 10.5281/zenodo.18270892
title: Eindverantwoording ZONMW: 10100162210007

description: Projectnummer: 10100162210007
DOI: 10.15468/dl.t958c8
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Technomyrmex vitiensis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019873-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3jnuw
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemotaulius brevilinea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019874-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccagrz
title: Occurrence Download

description: A dataset containing 16927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aedes albopictus, Aedes aegypti)",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16927 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019875-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avvc7a
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis takedana"
 ]
}

 The dataset includes 93 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019876-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3ky5g
title: Occurrence Download

description: A dataset containing 905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetramorium caespitum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 905 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019877-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18185937
title: [LS2N_IPI] IRCCyN IVC H264 HD vs Upscaling Interlacing

description: Overview

This database contains 87 videos sequences and the associated subjective results. 3 different video source contents were used. For each content, the reference (without degradation) and 28 different degradations called Hypothetical Reference Circuits (HRCs) were subjectively evaluated.

 

Citation

Please, cite the following paper in your publications if you use this database in your work :Yohann Pitrey, Marcus Barkowsky, Patrick Le Callet, Romuald Pépion, "Subjective Quality Evaluation of H.264 High-Definition Video Coding versus Spatial Up-Scaling and Interlacing." Euro ITV, Jun 2010, Tampere, Finland
DOI: 10.5281/zenodo.18185938
title: [LS2N_IPI] IRCCyN IVC H264 HD vs Upscaling Interlacing

description: Overview

This database contains 87 videos sequences and the associated subjective results. 3 different video source contents were used. For each content, the reference (without degradation) and 28 different degradations called Hypothetical Reference Circuits (HRCs) were subjectively evaluated.

 

Citation

Please, cite the following paper in your publications if you use this database in your work :Yohann Pitrey, Marcus Barkowsky, Patrick Le Callet, Romuald Pépion, "Subjective Quality Evaluation of H.264 High-Definition Video Coding versus Spatial Up-Scaling and Interlacing." Euro ITV, Jun 2010, Tampere, Finland
DOI: 10.5281/zenodo.18194383
title: Integrated ML and XAI Pipeline for Transistor Quantification in CMOS JK Flip-Flop Designs

description: Customized database, created from the Cadence CMOS simulation setup, which is utilizedfor training the ML model.
DOI: 10.5281/zenodo.18228017
title: Integrated ML and XAI Pipeline for Transistor Quantification in CMOS JK Flip-Flop Designs

description: Customized database, created from the Cadence CMOS simulation setup, which is utilizedfor training the ML model.
DOI: 10.15468/dl.jxhf9y
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nothopsyche",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 88 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019878-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6f6ra
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((86.28926 8.90949,116.71074 8.90949,116.71074 21.09051,86.28926 21.09051,86.28926 8.90949))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pangasianodon gigas",
 "Year 2019-2025"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019879-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18298107
title: Replication Data for: Mendelian Randomization Analysis of Gout, Uric Acid, and Epilepsy Risk (ACEM-10296-2025-01)
DOI: 10.5281/zenodo.18298108
title: Replication Data for: Mendelian Randomization Analysis of Gout, Uric Acid, and Epilepsy Risk (ACEM-10296-2025-01)
DOI: 10.15468/dl.z92kgq
title: Occurrence Download

description: A dataset containing 2140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Flaveria bidentis"
 ]
}

 The dataset includes 2140 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019881-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhj3ds
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Geohistorical plants occurrences database"
 ]
}

 The dataset includes 199 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019883-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsvagk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tortanus dextrilobatus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019884-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7d44nj
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nothopsyche ruficollis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019886-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wvxtx
title: Occurrence Download

description: A dataset containing 1775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Asclepias speciosa)",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Country is Canada",
 {
 "or" : [
 "StateProvince is one of (British Columbia, British Columbia (BC), British Columbia (Prov.), B.C., British Columbia / Colombie Britanique, British Columbia / Colombie Britannique, Victoria, On L. Rutledge farm, 16km N of Hudson''s Hope, British Columbia, Canada.)",
 "Geometry POLYGON ((-114.081253 49.001844, -114.735026 49.603591, -114.647124 49.731581, -114.800953 50.35948, -116.284302 51.337476, -116.707331 51.801822, -116.910605 51.706608, -117.333634 52.133488, -117.839072 52.254709, -117.718206 52.372246, -118.003888 52.472743, -118.21815 52.385658, -118.492844 52.905589, -118.613421 52.875761, -118.778237 53.140181, -118.997993 53.235633, -119.052932 53.126998, -119.92646 53.605544, -119.706704 53.612062, -120.003374 53.807139, -119.99788 60.001733, -139.059239 59.998986, -137.619841 59.243415, -137.504469 58.910319, -135.488213 59.792344, -133.527126 58.499435, -132.258212 57.210685, -131.824195 56.604862, -130.143355 56.12106, -129.99502 55.285372, -130.665274 54.721448, -133.159498 54.527457, -133.599009 53.468431, -131.950843 52.311837, -130.148849 51.189673, -127.654971 49.802541, -125.0511 48.476563, -123.166986 48.231991, -123.254888 48.698212, -122.996675 48.781533, -123.309827 49.012654, -114.081253 49.001844))"
 ]
 }
 ]
}

 The dataset includes 1775 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019887-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14473/csda/skpxri
title: Czech Attitude Barometer, wave 5
title: CAB, wave 5

description: This dataset represents survey data from the fifth wave of the Czech Attitude Barometer (CAB) panel survey. The CAB panel survey studies the attitudes and behaviour of the adult (15 years or older) population of residents in the Czech Republic. Respondents in the panel were sampled using a multi-stage stratified cluster sampling method with replacement. The sampling frame is the Census Districts and Buildings Register. The 66 strata are based on the Czech Republic regions crossed with the municipality's size. The themes covered in the fifth wave of the CAB panel survey include affective and issue polarisation, resilience, attitudes towards climate change, attitudes towards migrants, attitudes towards technocratic populism, trust in political institutions, and fear of the war in Ukraine. The fifth wave of the CAB panel replicates themes from the first and third waves, thus constituting a fully longitudinal wave of the CAB panel survey. In total, 1781 respondents completed the questionnaire between April 4 and April 19, 2025. The dataset from the fifth wave contains 209 variables.
description: Datasets from the CAB panel survey will be publicly available one year after the project “Beyond Security: Role of Conflict in Resilience-Building” (reg. no.: CZ.02.01.01/00/22_008/0004595) concludes (i.e. the datasets will be shared in the Czech Social Science Data Archive in 2029).
description: Czech Attitude Barometer
DOI: 10.15468/dl.a2mugd
title: Occurrence Download

description: A dataset containing 73237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Euphorbia maculata"
 ]
}

 The dataset includes 73237 records from 977 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019841-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75qwkn
title: Occurrence Download

description: A dataset containing 2952 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Colpodella",
 "Year 2015-2023"
 ]
}

 The dataset includes 2952 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019889-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18282372
title: Survey datasets for "A Global Examination of Careers and Recognition for Imaging Scientists in Core Facilities"

description: Imaging facilities underpin a growing share of modern life-science research, yet the career conditions and scholarly recognition of the Imaging Scientists in core facilities who design, deliver, and interpret imaging research remain uneven. This mismatch risks loss of expertise, reduced service quality, and weaker long-term sustainability of shared research capabilities. To provide an evidence base for practical change, we synthesise findings from two complementary international community surveys run by Global BioImaging: a “Top 5” survey on career development and job conditions (>290 responses spanning 43 countries) and an authorship/acknowledgement survey examining how publication credit is assigned for imaging-related contributions of core facility staff (>330 responses spanning 43 countries).

Across both surveys, respondents consistently link limited recognition to constrained career prospects. The career survey highlights recurring bottlenecks around progression routes, job stability and attractiveness, access to professional development, and the day-to-day consequences of being perceived primarily as service providers rather than scientific partners. The authorship/acknowledgement survey documents substantial variability in credit practices across facilities, disciplines, and regions, with many respondents reporting uncertainty about expectations, difficulty initiating credit discussions, and concerns about bias and power dynamics. Taken together, the results suggest a reinforcing cycle: inconsistent credit reduces visibility and leverage for Imaging Scientists in core facilities, which in turn entrenches fragile career pathways and inhibits retention.

We translate these findings into targeted, stakeholder-specific actions. Recommendations focus on defining career paths that match facility roles, aligning evaluation with the full range of facility outputs (including methods, data, software, and training), and ensuring that institutions, funders, publishers, and research teams share responsibility for fair and consistent credit.
DOI: 10.5281/zenodo.18282373
title: Survey datasets for "A Global Examination of Careers and Recognition for Imaging Scientists in Core Facilities"

description: Imaging facilities underpin a growing share of modern life-science research, yet the career conditions and scholarly recognition of the Imaging Scientists in core facilities who design, deliver, and interpret imaging research remain uneven. This mismatch risks loss of expertise, reduced service quality, and weaker long-term sustainability of shared research capabilities. To provide an evidence base for practical change, we synthesise findings from two complementary international community surveys run by Global BioImaging: a “Top 5” survey on career development and job conditions (>290 responses spanning 43 countries) and an authorship/acknowledgement survey examining how publication credit is assigned for imaging-related contributions of core facility staff (>330 responses spanning 43 countries).

Across both surveys, respondents consistently link limited recognition to constrained career prospects. The career survey highlights recurring bottlenecks around progression routes, job stability and attractiveness, access to professional development, and the day-to-day consequences of being perceived primarily as service providers rather than scientific partners. The authorship/acknowledgement survey documents substantial variability in credit practices across facilities, disciplines, and regions, with many respondents reporting uncertainty about expectations, difficulty initiating credit discussions, and concerns about bias and power dynamics. Taken together, the results suggest a reinforcing cycle: inconsistent credit reduces visibility and leverage for Imaging Scientists in core facilities, which in turn entrenches fragile career pathways and inhibits retention.

We translate these findings into targeted, stakeholder-specific actions. Recommendations focus on defining career paths that match facility roles, aligning evaluation with the full range of facility outputs (including methods, data, software, and training), and ensuring that institutions, funders, publishers, and research teams share responsibility for fair and consistent credit.