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

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ciconia boyciana Swinhoe, 1873",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016642-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3xty8
title: Occurrence Download

description: A dataset containing 63726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Vitis vinifera L."
 ]
}

 The dataset includes 63726 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039395-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etrsg4
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kotschya africana Endl."
 ]
}

 The dataset includes 618 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038716-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rv4s3b
title: Occurrence Download

description: A dataset containing 179756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juglans regia L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 179756 records from 1364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003940-240130105604617/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/9672955
title: The Chinese Government Affairs Dataset (GovAff)
DOI: 10.5281/zenodo.17205564
title: Ipseity Daily Data

description: At what rate do individuals say they are X?

Begining on 2025-07-08, I surveyed a small random sample of American adults on a daily cadence.  They responded to many items of the form: Does <signifier> describe you today?

The file ipseity-daily-aggregated.csv in this repository contains the aggregated results through 2025-07-28.  The columns are as follows:



signifier - a word, phrase or emoji

yes_count - the number of respondents who answered yes (aggregated all-time).

no_count - the number of respondents who answered no (aggregated all-time).

prevalence_per_10k - an estimate of the prevalence per 10,000.  If we were to survey 10,000 American adults, how many would we expect to respond yes to this signifier?  The number is calculated as yes_count / (yes_count + no_count) * 10,000.

earliest_obs_date - this date represents the first time this particular signifier was ever displayed to a respondent.  Signifiers are chosen with stochasticity from a long list; new signifiers are sometimes added, old signifiers are sometimes deleted, and a signifier may be moved higher or lower in priority for sampling.

latest_obs_date - the date closest to the present date on which signifier was most recently presented to a respondent.


Version created on 2025-09-26 — cumulative data.
DOI: 10.15468/dl.3zsg6p
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Centaurea dealbata)"
 ]
}

 The dataset includes 116 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018363-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58032/agh/tmvfss
title: Raman spectra of plastics - research data

description: This dataset contains Raman spectra of ten commonly used plastic types, acquired using a handheld Raman spectrometer with a 785 nm excitation laser. Measurements were performed across a spectral range of 3400–200 cm⁻¹, with varying laser powers (10–100%) to account for spectral variability. Each plastic type is represented by multiple spectra collected from samples differing in color, opacity, and thickness. The dataset was developed to support machine learning applications in plastic classification and identification. All files are provided in .txt format.
DOI: 10.15468/dl.apg6kx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeis guineensis",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018364-250920141307145/datasets/export for details.
DOI: 10.15468/dl.2fyrub
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeis guineensis",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018365-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f73nu9
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macrobrachium gracilirostre",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 36 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018366-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/hp3z7m
title: Records of Ursus arctos within the territory of Chornobyl Exclusion Zone, Ukraine, during 2003-2025

description: The dataset comprises 59 records of brown bear (Ursus arctos (Linnaeus, 1758)) collected within the Chornobyl Exclusion Zone (Ukraine) between 2003 and 2025. Records were collected by remote camera traps and researchers working in the area (human observations of animals, scats, tracks, and tree markings).
DOI: 10.15468/dl.559g6s
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeis guineensis",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018368-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kswcw
title: Occurrence Download

description: A dataset containing 1117 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Centaurea macrocephala)"
 ]
}

 The dataset includes 1117 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018369-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srjkms
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.02873 43.23616,3.03888 43.23616,3.03888 43.24328,3.02873 43.24328,3.02873 43.23616))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aristolochia rotunda"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018371-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.za9fd4
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeis guineensis",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018372-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17178350
title: Survey of Researchers in Czechia on Open Science and Research Data Management (2025)

description: This dataset contains aggregated, anonymised responses from a national questionnaire survey conducted among researchers in Czechia. The aim was to explore how Open Science principles are perceived and implemented, to identify barriers and motivations, and to assess the level of institutional support and familiarity with FAIR research data management practices.

**The dataset is in Czech.**

This questionnaire forms part of an analysis of the Open Science landscape in Czechia. The study is being conducted by the Technology Centre Prague at the request of the Research, Development and Innovation Council (R&D&I Council), in cooperation with the Government Office of the Czech Republic, the Ministry of Education, Youth and Sports (MEYS, MŠMT in Czech), and other relevant funding bodies.

The findings will inform recommendations for the coordinated development of Open Science in Czechia and contribute to the formulation of systemic measures at the national level.

Funding

Project: Strategic Intelligence for Research and Innovation (STRATIN+)

Funding body: Ministry of Education, Youth and Sports of the Czech Republic (MEYS, MŠMT)

Grant number: MS25001
DOI: 10.5281/zenodo.17178351
title: Survey of Researchers in Czechia on Open Science and Research Data Management (2025)

description: This dataset contains aggregated, anonymised responses from a national questionnaire survey conducted among researchers in Czechia. The aim was to explore how Open Science principles are perceived and implemented, to identify barriers and motivations, and to assess the level of institutional support and familiarity with FAIR research data management practices.

**The dataset is in Czech.**

This questionnaire forms part of an analysis of the Open Science landscape in Czechia. The study is being conducted by the Technology Centre Prague at the request of the Research, Development and Innovation Council (R&D&I Council), in cooperation with the Government Office of the Czech Republic, the Ministry of Education, Youth and Sports (MEYS, MŠMT in Czech), and other relevant funding bodies.

The findings will inform recommendations for the coordinated development of Open Science in Czechia and contribute to the formulation of systemic measures at the national level.

Funding

Project: Strategic Intelligence for Research and Innovation (STRATIN+)

Funding body: Ministry of Education, Youth and Sports of the Czech Republic (MEYS, MŠMT)

Grant number: MS25001
DOI: 10.15468/dl.d3qdvp
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018373-250920141307145/datasets/export for details.
DOI: 10.15468/dl.pkbady
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macrobrachium horstii",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018374-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17178452
title: Survey of Research Organisation Leadership in Czechia on Institutional Open Science Practices (2025)

description: This dataset contains aggregated, anonymised responses from a national questionnaire survey conducted among the leadership of research-performing organisations (RPOs) in Czechia. The aim was to assess the institutional conditions for implementing Open Science principles, such as their inclusion in strategic documents, available infrastructure and support tools, evaluation practices, and perceived barriers.

**The dataset is in Czech.**

### Survey backgroundThis questionnaire forms part of an analysis of the Open Science landscape in Czechia. The study is being conducted by the Technology Centre Prague at the request of the Research, Development and Innovation Council (R&D&I Council), in cooperation with the Government Office of the Czech Republic, the Ministry of Education, Youth and Sports (MEYS, MŠMT in Czech), and other relevant funding bodies.

The findings will inform recommendations for the coordinated development of Open Science in Czechia and contribute to the formulation of systemic measures at the national level.

Funding

Project: Strategic Intelligence for Research and Innovation (STRATIN+)

Funding body: Ministry of Education, Youth and Sports of the Czech Republic (MEYS, MŠMT)

Grant number: MS25001
DOI: 10.5281/zenodo.17178453
title: Survey of Research Organisation Leadership in Czechia on Institutional Open Science Practices (2025)

description: This dataset contains aggregated, anonymised responses from a national questionnaire survey conducted among the leadership of research-performing organisations (RPOs) in Czechia. The aim was to assess the institutional conditions for implementing Open Science principles, such as their inclusion in strategic documents, available infrastructure and support tools, evaluation practices, and perceived barriers.

**The dataset is in Czech.**

### Survey backgroundThis questionnaire forms part of an analysis of the Open Science landscape in Czechia. The study is being conducted by the Technology Centre Prague at the request of the Research, Development and Innovation Council (R&D&I Council), in cooperation with the Government Office of the Czech Republic, the Ministry of Education, Youth and Sports (MEYS, MŠMT in Czech), and other relevant funding bodies.

The findings will inform recommendations for the coordinated development of Open Science in Czechia and contribute to the formulation of systemic measures at the national level.

Funding

Project: Strategic Intelligence for Research and Innovation (STRATIN+)

Funding body: Ministry of Education, Youth and Sports of the Czech Republic (MEYS, MŠMT)

Grant number: MS25001
DOI: 10.5281/zenodo.17178552
title: Survey of Open Science Support in Czech Research Institutions (2025)

description: This dataset contains aggregated, anonymised responses from a national questionnaire survey conducted among individuals responsible for supporting Open Science within Czech research-performing organisations. The aim was to understand how OS principles are perceived and implemented, what barriers and motivators exist, and what forms of institutional support are available.

**The dataset is in Czech.**

This questionnaire forms part of an analysis of the Open Science landscape in Czechia. The study is being conducted by the Technology Centre Prague at the request of the Research, Development and Innovation Council (R&D&I Council), in cooperation with the Government Office of the Czech Republic, the Ministry of Education, Youth and Sports (MEYS, MŠMT in Czech), and other relevant funding bodies.

The findings will inform recommendations for the coordinated development of Open Science in Czechia and contribute to the formulation of systemic measures at the national level.

Funding

Project: Strategic Intelligence for Research and Innovation (STRATIN+)

Funding body: Ministry of Education, Youth and Sports of the Czech Republic (MEYS, MŠMT)

Grant number: MS25001
DOI: 10.5281/zenodo.17178551
title: Survey of Open Science Support in Czech Research Institutions (2025)

description: This dataset contains aggregated, anonymised responses from a national questionnaire survey conducted among individuals responsible for supporting Open Science within Czech research-performing organisations. The aim was to understand how OS principles are perceived and implemented, what barriers and motivators exist, and what forms of institutional support are available.

**The dataset is in Czech.**

This questionnaire forms part of an analysis of the Open Science landscape in Czechia. The study is being conducted by the Technology Centre Prague at the request of the Research, Development and Innovation Council (R&D&I Council), in cooperation with the Government Office of the Czech Republic, the Ministry of Education, Youth and Sports (MEYS, MŠMT in Czech), and other relevant funding bodies.

The findings will inform recommendations for the coordinated development of Open Science in Czechia and contribute to the formulation of systemic measures at the national level.

Funding

Project: Strategic Intelligence for Research and Innovation (STRATIN+)

Funding body: Ministry of Education, Youth and Sports of the Czech Republic (MEYS, MŠMT)

Grant number: MS25001
DOI: 10.15468/dl.jgh9pq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeis guineensis",
 "Country is Guyana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018375-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvxm6g
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018380-250920141307145/datasets/export for details.
DOI: 10.4121/22388259-6b2f-4af4-af0e-99af216a4e87
title: AOF Mobility transition model underlying the paper: "Modeling a transport system in transition: A case study from The Hague"

description: This repository is part of the PhD thesis of Karoline Führer, Delft University of Technology and accompanies the paper "Modeling a transport system in transition: A case study from The Hague"<br>This repository contains the code for an agent-based model for modeling transport transitions. Using the Actor-Option framework as a starting point, this model accurately depicts competition between transport modes. We used the novel agent-based model to explore sustainable mobility transitions for the city of The Hague in the Netherlands. This model allows the inclusion of any configuration of technologies as a new transport mode in the analysis. This model can be used to aid decision-makers by providing insight into transition dynamics and possible future scenarios.
DOI: 10.4121/22388259-6b2f-4af4-af0e-99af216a4e87.v1
title: AOF Mobility transition model underlying the paper: "Modeling a transport system in transition: A case study from The Hague"

description: This repository is part of the PhD thesis of Karoline Führer, Delft University of Technology and accompanies the paper "Modeling a transport system in transition: A case study from The Hague"<br>This repository contains the code for an agent-based model for modeling transport transitions. Using the Actor-Option framework as a starting point, this model accurately depicts competition between transport modes. We used the novel agent-based model to explore sustainable mobility transitions for the city of The Hague in the Netherlands. This model allows the inclusion of any configuration of technologies as a new transport mode in the analysis. This model can be used to aid decision-makers by providing insight into transition dynamics and possible future scenarios.
DOI: 10.15468/dl.t664e5
title: Occurrence Download

description: A dataset containing 1301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macrobrachium japonicum",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1301 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018378-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xffkee
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeis guineensis",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018379-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9j5k25
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeis guineensis",
 "Country is Suriname",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018381-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.