cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.38dsp9
title: Occurrence Download

description: A dataset containing 6853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((16.818686778645816 48.14822883818739, 16.9367286730493 48.140847487626644, 16.947668391959006 48.220422736254605, 16.829443090451075 48.22781747387593, 16.818686778645816 48.14822883818739))"
 ]
}

 The dataset includes 6853 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028530-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3k2qcj
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paramugil parmatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 50 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028531-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6j6yja
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urophyllum lanaense"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028532-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zz8ywt
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myctophum remiger"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028535-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14535074
title: Weathered microplastics in human blood: Unraveling the effect of structural changes at the particle surface on coagulation and platelet activation

description: Dataset to the publication

Manfred F. Maitz, Robin Lenz, Steven Winkler, Mara F. Abschke, Carsten Werner, Dieter Fischer, Weathered microplastics in human blood: Unraveling the effect of structural changes at the particle surface on coagulation and platelet activation, Microplastics and Nanoplastics 5:33 (2025) doi:10.1186/s43591-025-00139-4
DOI: 10.5281/zenodo.14535075
title: Weathered microplastics in human blood: Unraveling the effect of structural changes at the particle surface on coagulation and platelet activation

description: Dataset to the publication

Manfred F. Maitz, Robin Lenz, Steven Winkler, Mara F. Abschke, Carsten Werner, Dieter Fischer, Weathered microplastics in human blood: Unraveling the effect of structural changes at the particle surface on coagulation and platelet activation, Microplastics and Nanoplastics 5:33 (2025) doi:10.1186/s43591-025-00139-4
DOI: 10.15468/dl.b5drgq
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urophyllum leytense"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028536-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ha7g6x
title: Occurrence Download

description: A dataset containing 65951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Chiroxiphia caudata)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 65951 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028505-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxdqd9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monopterus hodgarti)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028539-250802193616735/datasets/export for details.
DOI: 10.15468/dl.8y5arc
title: Occurrence Download

description: A dataset containing 1151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, Bangladesh, Nepal, Pakistan, Sri Lanka)",
 "TaxonKey is Panthera pardus",
 "Year 1996-2025"
 ]
}

 The dataset includes 1151 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028538-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjfh2h
title: Occurrence Download

description: A dataset containing 20144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Juniperus rigida, Juniperus sabina, Juniperus saltuaria, Juniperus semiglobosa, Juniperus seravschanica, Juniperus squamata, Juniperus tairukouensis, Juniperus taxifolia, Juniperus tibetica, Juniperus tsukusiensis)",
 "HasCoordinate is true",
 "Year is greater than 1900"
 ]
}

 The dataset includes 20144 records from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028537-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xytjc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scopelus hygomii"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028541-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8rjyn
title: Occurrence Download

description: A dataset containing 501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, Bangladesh, Nepal, Pakistan, Sri Lanka)",
 "TaxonKey is Melursus ursinus",
 "Year 1996-2025"
 ]
}

 The dataset includes 501 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028540-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17639/nott.7558
title: NC3Rs SORS Project manuscript data
title: Feasibility of diffuse Raman spectroscopy to detect in-vivo molecular changes in the tissue induced by subcutaneous implants

description: Data for the manuscript/work submitted to Biomedical Optics Express, including Raman spectra and histology images.
DOI: 10.11588/portal.gsi.6895bcd47c0d0
title: Jacob Hirsch (Firma)
DOI: 10.15468/dl.89sscd
title: Occurrence Download

description: A dataset containing 114063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Butomus umbellatus"
 ]
}

 The dataset includes 114063 records from 694 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028457-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43cnma
title: Occurrence Download

description: A dataset containing 537 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Obesogammarus crassus"
 ]
}

 The dataset includes 537 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028542-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16778316
title: Dataset: Occurrence of fast neutrino flavor conversions in QCD phase-transition supernovae

description: This is the data provided in the article "Occurrence of fast neutrino flavor conversions in QCD phase-transition supernovae" to support Figures 7, 8, 9 and 11.

The file data_fig7.txt contains 5 columns. The first and second columns shows the post-second-bounce time in millisecond and radius in kilometer of the fast-flavor-conersion (FFC) region, respectively. The other columns list the corresponding growth rate, $\bar\nu_e$ survival ratio and survival probability, respectively. 

The file data_fig8and9.txt contains 33 columns. The first column shows the post-second-bounce time in millisecond. The other columns list the estimated event rate and the corresponding mean energy for four scenarios of no oscillations, inverted mass ordering (IO), normal ordering (NO), and flavor equipartition in four detection channels. 

The file data_fig11.txt contains 7 columns for the abundance yields as a function of atomic number, Z.
DOI: 10.5281/zenodo.16778315
title: Dataset: Occurrence of fast neutrino flavor conversions in QCD phase-transition supernovae

description: This is the data provided in the article "Occurrence of fast neutrino flavor conversions in QCD phase-transition supernovae" to support Figures 7, 8, 9 and 11.

The file data_fig7.txt contains 5 columns. The first and second columns shows the post-second-bounce time in millisecond and radius in kilometer of the fast-flavor-conersion (FFC) region, respectively. The other columns list the corresponding growth rate, $\bar\nu_e$ survival ratio and survival probability, respectively. 

The file data_fig8and9.txt contains 33 columns. The first column shows the post-second-bounce time in millisecond. The other columns list the estimated event rate and the corresponding mean energy for four scenarios of no oscillations, inverted mass ordering (IO), normal ordering (NO), and flavor equipartition in four detection channels. 

The file data_fig11.txt contains 7 columns for the abundance yields as a function of atomic number, Z.
DOI: 10.15468/dl.peu6bk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Chiroxiphia caudata)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028543-250802193616735/datasets/export for details.
DOI: 10.5281/zenodo.16754164
title: Supplementary materials for the paper "Everything You Need to Know About CS Education: Open Results from a Survey of More Than 18,000 Participants"

description: This is the supplementary materials for the paper "Everything You Need to Know About CS Education: Open Results from a Survey of More Than 18,000 Participants". It includes:



questions.pdf – the full questionnaire with all survey questions and their categories

dataset.csv – the complete response dataset (18,032 entries, 606 columns for 87 questions)  

utils.py – helper functions used in the analysis 

paper.ipynb – a Jupyter Notebook containing the analysis described in the paper


See README.md for more details.

Please refer to our CompEd publication for the full information: https://arxiv.org/abs/2508.05286
DOI: 10.5281/zenodo.16754163
title: Supplementary materials for the paper "Everything You Need to Know About CS Education: Open Results from a Survey of More Than 18,000 Participants"

description: This is the supplementary materials for the paper "Everything You Need to Know About CS Education: Open Results from a Survey of More Than 18,000 Participants". It includes:



questions.pdf – the full questionnaire with all survey questions and their categories

dataset.csv – the complete response dataset (18,032 entries, 606 columns for 87 questions)  

utils.py – helper functions used in the analysis 

paper.ipynb – a Jupyter Notebook containing the analysis described in the paper


See README.md for more details.

Please refer to our CompEd publication for the full information: https://arxiv.org/abs/2508.05286
DOI: 10.15468/dl.833hn3
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Moenkhausia loweae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028544-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4euyy
title: Occurrence Download

description: A dataset containing 717 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hygophum macrochir"
 ]
}

 The dataset includes 717 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028545-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w42eun
title: Occurrence Download

description: A dataset containing 232492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Smicrornis brevirostris)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 232492 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028514-250802193616735/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.29859089
title: BD_Rapaces_africanas 03.pdf

description: Database related to the distribution of three African raptors (Long-legged Buzzard, Rüppell's Vulture and White-backed Vulture, along the current century
DOI: 10.6084/m9.figshare.29859089.v1
title: BD_Rapaces_africanas 03.pdf

description: Database related to the distribution of three African raptors (Long-legged Buzzard, Rüppell's Vulture and White-backed Vulture, along the current century
DOI: 10.15468/dl.h4gcqu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, Bangladesh, Nepal, Pakistan, Sri Lanka)",
 "TaxonKey is Caracal caracal",
 "Year 1996-2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028547-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7maxh
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Strix aluco aluco",
 "Year 2018-2025"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028548-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11588/portal.gsi.6895bd65c7525
title: Jacob Hirsch (Firma) (Paris)
DOI: 10.34943/7d5ca7b7-7cf4-4e29-b40d-95249b3dbbb9
title: Barkley Upper Slope Radiometer Deployed 2025-05-27

description: The Satlantic Downwelling Radiometer HOCR-ICSW (SN 301) was deployed on 2025-05-27 at Barkley Upper Slope. Upper Slope is a location within Barkley Canyon, which is located on the upper continental slope. This device is a Radiometer. Radiometers collect measurements of electromagnetic radiation in the ocean environment. It was deployed on a profiling platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34943/550c908c-1bf3-44ad-8271-d6e3836b9576
title: Barkley Upper Slope Radiometer Deployed 2025-05-27

description: The Satlantic Upwelling Radiometer HOCR-RO8 (SN 257) was deployed on 2025-05-27 at Barkley Upper Slope. Upper Slope is a location within Barkley Canyon, which is located on the upper continental slope. This device is a Radiometer. Radiometers collect measurements of electromagnetic radiation in the ocean environment. It was deployed on a profiling platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34943/12960494-ecb3-4957-8af8-5953c9c9b376
title: Yarrow Point Conductivity Temperature Depth Deployed 2025-08-06

description: The Sea-Bird SeaCAT SBE19plus V2 6936 was deployed on 2025-08-06 at Yarrow Point. Yarrow Point is located in the Saanich Inlet, north of Coles Bay. This device is a Conductivity Temperature Depth. Conductivity Temperature Depth (CTD) is an instrument package that contains sensors for measuring the conductivity, temperature, and pressure of seawater. Salinity, sound velocity, depth and density are variables that can be derived from sensor measurements. CTDs can carry additional instruments and sensors such as oxygen sensors, turbidity sensors and fluorometers. It was deployed on a profiling platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34943/2a9803c8-0b8c-4559-be49-b836cd6f39b1
title: Yarrow Point Oxygen Sensor Deployed 2025-08-06

description: The SeaBird 43 Oxygen (S/N 1807) was deployed on 2025-08-06 at Yarrow Point. Yarrow Point is located in the Saanich Inlet, north of Coles Bay. This device is a Oxygen Sensor. Oxygen sensors measure dissolved oxygen concentration in seawater. It was deployed on a profiling platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34943/00c504fa-c669-4c04-a735-9d99da6cea62
title: Yarrow Point Fluorometer Turbidity Deployed 2025-08-06

description: The WET Labs ECO FLNTUS 3441 was deployed on 2025-08-06 at Yarrow Point. Yarrow Point is located in the Saanich Inlet, north of Coles Bay. This device is a Fluorometer Turbidity. Fluorometer Turbidity instruments measure chlorophyll fluorescence and turbidity within the same volume of seawater. The instrument uses a light emitting diode (LED) to provide an excitation source. The fluoresced light is received by a detector at a particular angle from the LED source, and uses an interference filter to discriminate against scattered excitation light. Turbidity is measured at the same time, by detecting scattered light from a LED, which is positioned at the same angle as the chlorophyll fluorescence. It was deployed on a profiling platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.15468/dl.nzq322
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Antilophia galeata)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028549-250802193616735/datasets/export for details.