cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc110600967
title: Persepolis Fortification Aramaic Text 423, PFAT 423

description: [Text Description:] Administrative text with seals PFATS 0009s, PFATS 0401s, PFUTS 0110s ❧ [Text or Publication Number Note:] PFAT 423, Bowman 423 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0009s on upper edge; PFATS 0401s on reverse; PFUTS 0110s on bottom edge.
DOI: 10.25549/inscriptifact-ouc110600995
title: Persepolis Fortification Aramaic Text 425, PFAT 425

description: [Text Description:] Administrative text with seals PFATS 0403s ❧ [Text or Publication Number Note:] PFAT 425, Bowman 425 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0403s on obverse, reverse. ❧ [Physical Object Note:] Damage on upper edge, flat edge.
DOI: 10.11578/2573977
title: <em>Novosphingobium aromaticivorans</em> DSM 12444 DAP-seq epigenomics

description: DNA affinity purification sequencing (DAP-seq) to identify putative transcriptional regulators of aromatic metabolism in <em>Novosphingobium aromaticivorans</em>
DOI: 10.15468/dl.eh326e
title: Occurrence Download

description: A dataset containing 873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sternoclyta cyanopectus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 873 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029411-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzmqh2
title: Occurrence Download

description: A dataset containing 22235 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Labroides dimidiatus"
 ]
}

 The dataset includes 22235 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029410-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j84ua2
title: Occurrence Download

description: A dataset containing 270042 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbascum thapsus"
 ]
}

 The dataset includes 270042 records from 2025 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029375-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdrka7
title: Occurrence Download

description: A dataset containing 349554 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thermoleophilia"
 ]
}

 The dataset includes 349554 records from 720 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011389-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/97d-4ee-7wy
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w7z-e6p-vs6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tqk-ha6-kjy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zql-xnt-1nh
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g8y-ce6-k19
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/24p-4hp-sqg
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dl9-qzp-f9q
title: Paradoxides

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5r8-a6e-hbd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ybz-4vz-1vy
title: †Lepidocyclina (Eulepidina) papulifera Douvillé, 1916

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4xf-ty7-6n6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dqs-c7j-lzb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l9g-1yh-zf3
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pp5-xsq-b17
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y39-vmf-hcw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/27k-lwc-lb5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hqt-f25-tf6
title: Scutellum

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/edt-8nk-zr1
title: †Protetragonites quadrisulcatus (d'Orbigny, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mhs-aw8-62t
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/835-3et-hce
title: Arthropoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/871-lrs-nm9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d7y-6x9-xc9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rk8-wr9-2f3
title: Pycnodonte Fischer von Waldheim, 1835

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fsm-nyh-jjy
title: Pupa Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/97t-8ch-dqv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dky-gh4-jd8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7mn-rz0-ze4
title: †Ammonoidea

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r6m-7nr-rwh
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z1z-1cj-84z
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/htq-3zx-pwe
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wsd-b8k-ybe
title: †Lytoceras sutile (Oppel, 1863)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b6j-d3y-cze
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dme-eqn-jny
title: †Neithea Drouët, 1825

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/77c-lrs-pxn
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s4c-ts6-1qh
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cm9-0at-3qj
title: Arthropoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0jm-9za-jh1
title: Scleractinia Bourne, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/30s-7x5-y2d
title: Myodes Pallas, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/apy-e0h-8fn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0dg-tcm-hrb
title: †Karakaschiceras biassalense (Karakaschi, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mvf-t3p-whv
title: Megabalanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mwv-431-5s6
title: †Karakaschiceras biassalense (Karakaschi, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.jcrh8h
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013411-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cueb1b
title: Occurrence Download

description: A dataset containing 1951781908 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1951781908 records from 18143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000674-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzcn9g
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Glycyrrhiza uralensis Fisch."
 ]
}

 The dataset includes 24 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004843-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqsqdz
title: Occurrence Download

description: A dataset listing the 23611 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Congo, Democratic Republic of the",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 23611 records were derived from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004846-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.236wfy
title: Occurrence Download

description: A dataset containing 513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Antilophia bokermanni)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 513 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081358-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/tb3dqx
title: Lothian Wildlife Information Centre - Magpie Survey

description: Public survey of Magpies in the Lothians.
Public survey asking for records of Magpies across the Lothians to better understand their distribution and fluctiations in population, particularly in East Lothian. Other species records are included.
DOI: 10.15468/ax5tvv
title: Collection data for Saccharina latissima in the herbarium (LIV) collections of World Museum, National Museums Liverpool

description: Collection data for herbarium sheets of Saccharina latissima in the herbarium collections (LIV) of World Museum, National Museums Liverpool
DOI: 10.15468/mdzqgz
title: Distribution of ticks in the Western Palearctic: an updated systematic review (2015-2021) UK Records

description: A review of georeferenced tick locations in the Western Palearctic (UK locations), with a resolution accuracy under 10 km, that were reported between 2015 and 2021.
DOI: 10.15468/dl.keb8r3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sciurus carolinensis",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081359-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2xdjx
title: Occurrence Download

description: A dataset containing 592 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección del Laboratorio de Invertebrados del Museo de Historia Natural \"Gustavo Orcés V.\""
 ]
}

 The dataset includes 592 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001346-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83qu3g
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Azadirachta indica",
 "Country is Oman",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082477-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4u5w2y
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Aizoanthemum Dinter ex Friedrich"
 ]
}

 The dataset includes 71 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010903-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60503/d3/tawlxg
title: The Xi’an Multi-Language Learner Corpus

description: The Xi’an Multi-Language Learner Corpus was developed by Xi'an International Studies University (XISU). It is comprised of 526 argumentative essays in 15 languages by Chinese L1 university students studying second languages, along with student metadata and writing prompts. It was developed to support second language learner research and to provide a database for cross-linguistic comparison of second languages.
DOI: 10.15468/dl.zb49up
title: Occurrence Download

description: A dataset containing 857210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyanocorax F.Boie, 1826"
 ]
}

 The dataset includes 857210 records from 649 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010294-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrxdb6
title: Occurrence Download

description: A dataset containing 9407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viburnum cassinoides L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9407 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010309-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b623bz
title: Occurrence Download

description: A dataset containing 36288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lycorma delicatula (White, 1845)"
 ]
}

 The dataset includes 36288 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010310-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15025199
title: STREX-VR (Stress Tracking EXperience in Virtual Reality)

description:  

This dataset was collected from participants playing a first-person VR horror survival game set on a deserted space station. The game was designed to induce stress through environmental challenges, resource scarcity, and threatening enemies.

Data includes physiological, behavioral, and self-reported stress measurements. Physiological signals were recorded using the Empatica E4 wristband, capturing Electrodermal Activity (EDA) at 4 Hz, a physiological indicator of arousal. Behavioral motion data were gathered from the Oculus Quest 2 headset and controllers, recording position, rotation, velocity, and acceleration at 64 Hz. In-game actions, such as button presses and pressure intensity, were also logged.

Before the gaming session, participants completed two questionnaires:





Perceived Stress Scale (PSS) questionnaire: A standard phsycological 10-item questionnaire rated on a 5-point Likert scale (0-4) to assess perceived stress over the past month.




Demographic questionnaire (accessible at https://forms.gle/i4syZb2CpXd91r9M8): Collected unchanging personal data, including age, gender, gaming habits, and VR experience.



After gameplay, participants reviewed their recordings and annotated perceived stress levels using DANTE (Dimensional ANnotation Tool for Emotions), a web-based tool that enables continuous stress assessment on a scale from -1 to 1 (step of 0.001). A color-coded bar indicated low, medium, and high stress levels.

The game’s structured design ensured consistent exposure to stress-inducing stimuli across all participants, enabling reliable analysis of physiological and behavioral responses in an immersive VR environment.

Here is the description of the files, with each row corresponding to a participant:





stress.csv contains the following columns:



TimeStamp: A time counter starting from 0 for each session.

UserId: A unique identifier for the participant.

NameVideo: The name of the video associated with the recorded data.

AnnoType: The type of annotation (e.g., stress, valence, arousal).

Value: The recorded stress level at the corresponding moment.





EDA.csv includes:



First row: An initial timestamp in numeric format, representing Unix epoch time.

Second row: The sampling rate value (in Hz).

Remaining rows: EDA signal values recorded over time..





S#.csv (files containing motion behavioral data collected from Oculus) include:



Movement data for the head and hands: velocity, angular velocity, acceleration, and angular acceleration.

Buttons data: Grip pressure and trigger pressure for both hands.

A column TimeStamp in YYYY-MM-DD HH:MM:SS format.





PerceivedStressScale.csv: Contains responses to the PSS questionnaire.




EarlyQuestionnaire.csv: Includes demographic data.



If you use this dataset, please cite the following paper: Stress Assessment in Virtual Reality Horror Games Using Players' Behavioural and Physiological Data, 2025 (Forthcoming).

DOI: 10.1109/TG.2025.3563258
DOI: 10.5281/zenodo.15025198
title: STREX-VR (Stress Tracking EXperience in Virtual Reality)

description:  

This dataset was collected from participants playing a first-person VR horror survival game set on a deserted space station. The game was designed to induce stress through environmental challenges, resource scarcity, and threatening enemies.

Data includes physiological, behavioral, and self-reported stress measurements. Physiological signals were recorded using the Empatica E4 wristband, capturing Electrodermal Activity (EDA) at 4 Hz, a physiological indicator of arousal. Behavioral motion data were gathered from the Oculus Quest 2 headset and controllers, recording position, rotation, velocity, and acceleration at 64 Hz. In-game actions, such as button presses and pressure intensity, were also logged.

Before the gaming session, participants completed two questionnaires:





Perceived Stress Scale (PSS) questionnaire: A standard phsycological 10-item questionnaire rated on a 5-point Likert scale (0-4) to assess perceived stress over the past month.




Demographic questionnaire (accessible at https://forms.gle/i4syZb2CpXd91r9M8): Collected unchanging personal data, including age, gender, gaming habits, and VR experience.



After gameplay, participants reviewed their recordings and annotated perceived stress levels using DANTE (Dimensional ANnotation Tool for Emotions), a web-based tool that enables continuous stress assessment on a scale from -1 to 1 (step of 0.001). A color-coded bar indicated low, medium, and high stress levels.

The game’s structured design ensured consistent exposure to stress-inducing stimuli across all participants, enabling reliable analysis of physiological and behavioral responses in an immersive VR environment.

Here is the description of the files, with each row corresponding to a participant:





stress.csv contains the following columns:



TimeStamp: A time counter starting from 0 for each session.

UserId: A unique identifier for the participant.

NameVideo: The name of the video associated with the recorded data.

AnnoType: The type of annotation (e.g., stress, valence, arousal).

Value: The recorded stress level at the corresponding moment.





EDA.csv includes:



First row: An initial timestamp in numeric format, representing Unix epoch time.

Second row: The sampling rate value (in Hz).

Remaining rows: EDA signal values recorded over time..





S#.csv (files containing motion behavioral data collected from Oculus) include:



Movement data for the head and hands: velocity, angular velocity, acceleration, and angular acceleration.

Buttons data: Grip pressure and trigger pressure for both hands.

A column TimeStamp in YYYY-MM-DD HH:MM:SS format.





PerceivedStressScale.csv: Contains responses to the PSS questionnaire.




EarlyQuestionnaire.csv: Includes demographic data.



If you use this dataset, please cite the following paper: Stress Assessment in Virtual Reality Horror Games Using Players' Behavioural and Physiological Data, 2025 (Forthcoming).

DOI: 10.1109/TG.2025.3563258