cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15131/shef.data.30009400
title: The circular argument behind spider and silkworm silk mechanical properties

description: This project challenges the common notion that spider silk always has superior mechanical properties compared to silkworm silk by re-evaluating how the cross-sectional area of silks from these two sources is calculated. It highlights that assuming silkworm silk is circular, rather than its true ribbon-like shape, artificially reduces its measured mechanical properties. This data set represents the raw data for Figures 1 in the paper <i>“The Circular Argument Behind Spider and Silkworm Silk Mechanical Properties.”</i>In Figure 1, we compared the perceived circular cross-sectional area to the actual measured cross-sectional area across 16 silkworm species. we then used the corrected values to calculate the true mechanical properties of silkworm silk and compare them with spider silk.<br>
DOI: 10.15131/shef.data.30009400.v1
title: The circular argument behind spider and silkworm silk mechanical properties

description: This project challenges the common notion that spider silk always has superior mechanical properties compared to silkworm silk by re-evaluating how the cross-sectional area of silks from these two sources is calculated. It highlights that assuming silkworm silk is circular, rather than its true ribbon-like shape, artificially reduces its measured mechanical properties. This data set represents the raw data for Figures 1 in the paper <i>“The Circular Argument Behind Spider and Silkworm Silk Mechanical Properties.”</i>In Figure 1, we compared the perceived circular cross-sectional area to the actual measured cross-sectional area across 16 silkworm species. we then used the corrected values to calculate the true mechanical properties of silkworm silk and compare them with spider silk.<br>
DOI: 10.5281/zenodo.17450887
title: Quebec Parkinson Network Neuroimaging Cohort (QPN-NC)

description: Data description: Quebec Parkinson Network Neuroimaging Cohort (QPN-NC) is a cross-sectional cohort of 202 individuals with PD and 69 older adults with multimodal MRI and extensive clinical and neuropsychological evaluations. The main objective of this data collection is to investigate neural correlates of motor and non-motor symptoms and facilitate comparisons with other PD studies. This QPN-NC release comprises well-characterized clinical assessments and curated imaging data processed through five neuroimaging pipelines. Additionally, we provide harmonized data annotations to facilitate search and cohort matching across other PD datasets.

Data paper: Under review (pre-print) 

Data showcase: https://bic.neurobagel.org

Data types:



Imaging



Raw

Derivatives



Tabular



Demographics

Assessments




Data Access: Data requests can be made via this Zenodo page which will be reviewed by the data owners. Please read the data usage agreement and license details below before submitting the request.

Data usage agreement: QPN DUA
DOI: 10.17026/ar/eqsxcg
title: PAN-00174154 - smooth ware jug type St. 109

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00174154&lt;/p&gt;
description: Modified: 2025-10-21T09:59:51+02:00
DOI: 10.5281/zenodo.17246062
title: Quebec Parkinson Network Neuroimaging Cohort (QPN-NC)

description: Data description: Quebec Parkinson Network Neuroimaging Cohort (QPN-NC) is a cross-sectional cohort of 202 individuals with PD and 69 older adults with multimodal MRI and extensive clinical and neuropsychological evaluations. The main objective of this data collection is to investigate neural correlates of motor and non-motor symptoms and facilitate comparisons with other PD studies. This QPN-NC release comprises well-characterized clinical assessments and curated imaging data processed through five neuroimaging pipelines. Additionally, we provide harmonized data annotations to facilitate search and cohort matching across other PD datasets.

Data paper: Under review (pre-print) 

Data showcase: https://bic.neurobagel.org

Data types:



Imaging



Raw

Derivatives



Tabular



Demographics

Assessments




Data Access: Data requests can be made via this Zenodo page which will be reviewed by the data owners. Please read the data usage agreement and license details below before submitting the request.

Data usage agreement: QPN DUA
DOI: 10.15468/dl.4vneev
title: Occurrence Download

description: A dataset containing 12900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marenzelleria viridis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12900 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039117-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd6fgg
title: Occurrence Download

description: A dataset containing 1200 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saucerottia castaneiventris"
 ]
}

 The dataset includes 1200 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039118-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17860725
title: Dataset for slowness assessment during interactions with the RehaBEElitation serious game

description: This dataset compiles the data used to assess slowness in participants with and without Parkinson’s disease. It includes information such as age, sex, relevant clinical data, as well as the variables estimated during interaction with the serious game (response time and angular velocity). These metrics were employed to objectively quantify movement slowness during the in-game tasks. The dataset serves as an analytical basis for examining motor performance and supporting the development of strategies for monitoring disease progression.
DOI: 10.5281/zenodo.17860724
title: Dataset for slowness assessment during interactions with the RehaBEElitation serious game

description: This dataset compiles the data used to assess slowness in participants with and without Parkinson’s disease. It includes information such as age, sex, relevant clinical data, as well as the variables estimated during interaction with the serious game (response time and angular velocity). These metrics were employed to objectively quantify movement slowness during the in-game tasks. The dataset serves as an analytical basis for examining motor performance and supporting the development of strategies for monitoring disease progression.
DOI: 10.15468/dl.4eb5n5
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marenzelleria wireni",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 208 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039119-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/1kd9mm
title: PAN-00129053 - coin/coin-related, Gordianus III (238-244), antoninianus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00129053&lt;/p&gt;
description: Modified: 2025-10-21T08:58:01+02:00
DOI: 10.15468/dl.hntkt5
title: Occurrence Download

description: A dataset containing 2313910 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 2313910 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039113-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/olzrae
title: Replication Data for: Media Effects Revisited: Corporate Scandals, Partisan Narratives and Attitudes Toward Cryptocurrency Regulation

description: This article advances the literature on media effects by examining how contrasting partisan narratives influence support for regulation after a real-world corporate scandal. Using both multi-wave observational and randomized experimental data, we show that self-selected media exposure and experimentally assigned information shape public opinion in distinct ways. While scandals are narratives of regulatory failure, partisan media environments differently attribute blame for that failure. In two separate observational waves, only Democrats exposed to news about the FTX bankruptcy increased their support for crypto regulation. In the experiment, only Republicans shifted in favor of regulation. These findings suggest that research on media effects needs to take into account not only the content of a story, but also the partisan information environments that expose citizens to that content.
DOI: 10.15468/dl.dqch8v
title: Occurrence Download

description: A dataset containing 1933 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gorilla gorilla"
 ]
}

 The dataset includes 1933 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039120-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-33600
title: Arthur Richardson, Mary Richardson [nee Humphrey], Congo, 1919-1927

description: [description english/roman)] Photos; correspondence; authorisation process with Belgian ministry of colonies.
DOI: 10.34816/ifao.archives.215329
title: FONDS SERGE SAUNERON_nb_1964_04366

description: Référence : nb_1964_04366<br />Site : Esna<br />Secteur : Salle hypostyle (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.6hvt7h
title: Occurrence Download

description: A dataset containing 76366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Crepis paludosa (L.) Moench"
 ]
}

 The dataset includes 76366 records from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071477-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.215330
title: FONDS SERGE SAUNERON_nb_1964_04367

description: Référence : nb_1964_04367<br />Site : Esna<br />Secteur : Salle hypostyle (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.5yffw8
title: Occurrence Download

description: A dataset containing 5203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Emberiza schoeniclus (Linnaeus, 1758)",
 "Country is one of (Switzerland)"
 ]
}

 The dataset includes 5203 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346022-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/xr9bgq
title: Experimental dataset for the evaluation of mechanical weed control methods with and without tillage (2019 - 2020) - P12 Trial - Projet AgriecoH

description: The AgriecoH (Agro-equipment and low Herbicide innovation) project, an Ecophyto experimentation project with innovative micromechanisation techniques to reduce the use of herbicides in cane. This project is based on trials conducted in experimental stations or in co-design with growers in Réunion. This is an experimental dataset from an irrigated trial on sugarcane (R2) set up in 2019 and harvested in 2020, at the La Mare experimental site.
DOI: 10.34816/ifao.archives.215331
title: FONDS SERGE SAUNERON_nb_1964_04368

description: Référence : nb_1964_04368<br />Site : Esna<br />Secteur : Salle hypostyle (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.25549/pcra-c14-36518
title: James Boyce, India, 1913-1920

description: [description english/roman)] Photos; AOG missionary application forms and references; correspondence.
DOI: 10.15468/dl.aw5bfn
title: Occurrence Download

description: A dataset containing 2022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pastinaca kochii Duby, Pedicularis exaltata Besser, Pedicularis recutita L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 2022 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159215-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-36155
title: Edward Oliver Ellis, Congo, 1921-1926

description: [description english/roman)] Photos; missionary application forms and references; correspondence.
DOI: 10.15468/dl.xp8g47
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Chalcopsitta scintillata",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 369 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065385-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wb3tes
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Elaphrus cupreus Duftschmid, 1812",
 "Country is one of (Switzerland)"
 ]
}

 The dataset includes 291 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346008-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-36473
title: Fred Johnstone, Sarah Johnstone (nee Salisbury), Congo, 1913-1922

description: [description english/roman)] photos; PMU missionary application forms and references; correspondence; Congo Inland Mission application form [49 pages]
DOI: 10.15468/dl.hst84p
title: Occurrence Download

description: A dataset containing 755859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is MEX",
 "Geometry POLYGON((-104.83154 21.50738,-104.96338 20.60515,-104.56787 19.61478,-102.81006 18.9511,-100.83252 18.4516,-98.37158 18.3265,-96.39404 17.40634,-95.8667 18.40991,-96.92139 20.2345,-98.81104 20.52286,-101.53564 20.6874,-104.83154 21.50738))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 755859 records from 322 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192464-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-37352
title: Margaret Clark, India, 1910-1917

description: [description english/roman)] Photos; AOG missionary application forms and references; correspondence.
DOI: 10.15468/dl.5ucwz8
title: Occurrence Download

description: A dataset containing 984 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Emberiza cia Linnaeus, 1767",
 "Country is one of (Switzerland)"
 ]
}

 The dataset includes 984 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346014-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2553y
title: Occurrence Download

description: A dataset containing 2750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-260.0",
 "Country is France",
 "Geometry POLYGON((4.98783 49.51208,4.9116 49.50273,4.86248 49.47632,4.87179 49.45871,4.89212 49.43007,4.92092 49.41244,4.98275 49.39536,5.04543 49.39591,5.16146 49.40252,5.16739 49.43007,5.16316 49.45265,5.14791 49.47907,5.12843 49.50603,5.07422 49.51978,4.98783 49.51208))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2003-2023"
 ]
}

 The dataset includes 2750 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065381-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tdb8t
title: Occurrence Download

description: A dataset containing 52101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Didelphimorphia"
 ]
}

 The dataset includes 52101 records from 372 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147455-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-36063
title: David Leigh, China, 1914-1925

description: [description english/roman)] Photo; missionary application forms and references; correspondence.
DOI: 10.15468/dl.beh2yw
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorex preblei Jackson, 1922"
 ]
}

 The dataset includes 242 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346025-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.215332
title: FONDS SERGE SAUNERON_nb_1964_04369

description: Référence : nb_1964_04369<br />Site : Esna<br />Secteur : Salle hypostyle (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.n9u9wq
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pectis sinaloensis Fernald"
 ]
}

 The dataset includes 57 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065395-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-36059
title: David Leigh, China, 1914-1925

description: [description english/roman)] Photo; missionary application forms and references; correspondence.
DOI: 10.15468/dl.uvdrf8
title: Occurrence Download

description: A dataset containing 1278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polygonum cognatum Meisn., Senecio deltoideus Less., Stipa papposa Nees, Convolvulus betonicifolius Mill.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1278 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192489-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.215333
title: FONDS SERGE SAUNERON_nb_1964_04370

description: Référence : nb_1964_04370<br />Site : Esna<br />Secteur : Salle hypostyle (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.215334
title: FONDS SERGE SAUNERON_nb_1964_04371

description: Référence : nb_1964_04371<br />Site : Esna<br />Secteur : Salle hypostyle (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.25549/pcra-c14-36004
title: David Leigh, China, 1914-1925

description: [description english/roman)] Photo; missionary application forms and references; correspondence.
DOI: 10.34816/ifao.archives.215335
title: FONDS SERGE SAUNERON_nb_1964_04372

description: Référence : nb_1964_04372<br />Site : Esna<br />Secteur : Salle hypostyle (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.m9cs5g
title: Occurrence Download

description: A dataset containing 181 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cercocebus galeritus Peters, 1879"
 ]
}

 The dataset includes 181 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346031-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvrwfv
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvia rubropunctata B.L.Rob. & Fernald"
 ]
}

 The dataset includes 17 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110587-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.215336
title: FONDS SERGE SAUNERON_nb_1964_04373

description: Référence : nb_1964_04373<br />Site : Esna<br />Secteur : Salle hypostyle (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.249zxu
title: Occurrence Download

description: A dataset containing 960 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nonea pallens Petrovic, Linaria reflexa (L.) Desf., Chionodoxa forbesii Baker, Ixia dubia Vent.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 960 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192501-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.