cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30360310.v1
title: Supplementary data for the following article: Kurita, T. et al. (2024). A new species of <i>Cnemaspis</i> (Squamata: Gekkonidae) from Temburong District, Brunei Darussalam

description: A new species of sandstone-dwelling rock gecko of the genus <i>Cnemaspis</i>, is described from Bukit Patoi, Temburong District, Brunei Darussalam. This is the first country record for the genus, expanding the known distribution of Bornean <i>Cnemaspis</i> and advancing our understanding of its species diversity. Molecular phylogenetic analyses using mitochondrial and nuclear DNA sequences confirm that the new species, <i>Cnemaspis</i> <i>gituen</i> sp. nov., represents a distinct evolutionary lineage, inferred to be the sister taxon of <i>C</i>. <i>lagang</i> from northeastern Sarawak. <i>Cnemaspis</i> <i>gituen</i> sp. nov. can be morphologically distinguished from all Bornean congeners by a unique combination of characters, most notably the presence of patches of aggregated tubercles on the lower flank associated with brilliant yellow spots in males. It further differs from <i>C</i>. <i>lagang</i> by having prominent trunk tuberculation (<i>versus</i> indistinct) and a suite of colouration differences in males (e.g., dark brown head <i>versus</i> grey). Unlike members of the <i>nigridia</i> species group, it is differentiated by its distinctive flank spots (<i>versus</i> faint vertical lines), fewer paravertebral tubercles (16–20 <i>versus</i> 23–38), and a continuous median row of slightly enlarged, keeled subcaudals (<i>versus</i> smooth median subcaudals). The new species is also distinguished by its small maximum SVL (50.8 mm) and 7–10 precloacal pores (in total) and unique caudal colouration in males.
DOI: 10.15468/dl.hkqmxt
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Proboscidea",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2014",
 "Month is greater than or equal to January",
 "Month is less than or equal to December"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026511-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6re9z7
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abrothrix sanborni",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 57 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026513-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qysue
title: Occurrence Download

description: A dataset containing 22119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (February, January, December, November, October)",
 "OccurrenceStatus is Present",
 "TaxonKey is Poaceae"
 ]
}

 The dataset includes 22119 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026512-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjbphq
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Breviappendix",
 "HasCoordinate is true"
 ]
}

 The dataset includes 219 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026514-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsnnv8
title: Occurrence Download

description: A dataset containing 530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Procyon lotor",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2014",
 "Month is greater than or equal to January",
 "Month is less than or equal to December"
 ]
}

 The dataset includes 530 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026515-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etn2wd
title: Occurrence Download

description: A dataset containing 52243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Martinique",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 52243 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026473-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17808510
title: AI Decision Dependence & Cognitive Caution 2025 (Dataset)

description: This dataset is part of the Human Clarity Institute’s AI–Human Experience Data Series. It examines how adults experience AI-assisted decision-making, including decision reliance, confidence shifts, second-guessing, cognitive caution, and the influence of AI on personal judgement and clarity.

The dataset includes:• validated 1–7 Likert-scale items• measures of AI-supported decision-making dependence• indicators of decision confidence, self-doubt, and judgement stability• items capturing cognitive influence, persuasion effects, and caution when using AI• open-text reflections on moments where participants relied on AI to make decisions• demographic variables across six countries• digital life exposure (daily hours online) and AI-tool frequency

Data were collected via Prolific in November 2025 from adults across the UK, US, Australia, Canada, New Zealand, and Ireland. All data were cleaned, anonymised, and verified according to the Human Clarity Institute’s open-data publication protocol.

This dataset contributes to understanding how AI systems shape human decision processes, confidence, clarity, and behavioural patterns. It provides foundational data for longitudinal tracking of AI-assisted decision-making behaviours and the evolving cognitive relationship between humans and AI in everyday life.
DOI: 10.34740/kaggle/dsv/13980494
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.4vj3e8
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acerodon celebensis",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 20 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026516-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtf3b4
title: Occurrence Download

description: A dataset containing 8667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monosporascus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8667 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026517-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17772596
title: AI Decision Dependence & Cognitive Caution 2025 (Dataset)

description: This dataset is part of the Human Clarity Institute’s AI–Human Experience Data Series. It examines how adults experience AI-assisted decision-making, including decision reliance, confidence shifts, second-guessing, cognitive caution, and the influence of AI on personal judgement and clarity.

The dataset includes:• validated 1–7 Likert-scale items• measures of AI-supported decision-making dependence• indicators of decision confidence, self-doubt, and judgement stability• items capturing cognitive influence, persuasion effects, and caution when using AI• open-text reflections on moments where participants relied on AI to make decisions• demographic variables across six countries• digital life exposure (daily hours online) and AI-tool frequency

Data were collected via Prolific in November 2025 from adults across the UK, US, Australia, Canada, New Zealand, and Ireland. All data were cleaned, anonymised, and verified according to the Human Clarity Institute’s open-data publication protocol.

This dataset contributes to understanding how AI systems shape human decision processes, confidence, clarity, and behavioural patterns. It provides foundational data for longitudinal tracking of AI-assisted decision-making behaviours and the evolving cognitive relationship between humans and AI in everyday life.
DOI: 10.15468/dl.bf334b
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prosopis",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2014",
 "Month is greater than or equal to January",
 "Month is less than or equal to December"
 ]
}

 The dataset includes 139 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026518-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17772519
title: AI Decision Dependence & Cognitive Caution 2025 (Dataset)

description: This dataset is part of the Human Clarity Institute’s AI–Human Experience Data Series. It examines how adults experience AI-assisted decision-making, including decision reliance, confidence shifts, second-guessing, cognitive caution, and the influence of AI on personal judgement and clarity.

The dataset includes:• validated 1–7 Likert-scale items• measures of AI-supported decision-making dependence• indicators of decision confidence, self-doubt, and judgement stability• items capturing cognitive influence, persuasion effects, and caution when using AI• open-text reflections on moments where participants relied on AI to make decisions• demographic variables across six countries• digital life exposure (daily hours online) and AI-tool frequency

Data were collected via Prolific in November 2025 from adults across the UK, US, Australia, Canada, New Zealand, and Ireland. All data were cleaned, anonymised, and verified according to the Human Clarity Institute’s open-data publication protocol.

This dataset contributes to understanding how AI systems shape human decision processes, confidence, clarity, and behavioural patterns. It provides foundational data for longitudinal tracking of AI-assisted decision-making behaviours and the evolving cognitive relationship between humans and AI in everyday life.
DOI: 10.21227/0mp1-fe58
title: "High-Fidelity Synchrophasor Dataset from a Real-Time HIL Testbed for State Estimation and Event Analysis"

description: "Synchrophasor technology provides high fidelity, time synchronized voltage and current measurements from Phasor Measurement Units (PMUs), enabling situational awareness and real time control through methods such as State Estimation (SE). These measurements improve system monitoring, situational awareness, and decision making during both normal and dynamic operating conditions. However, the effective development and validation of SE techniques face significant challenges due to the lack of datasets that capture spatial\u2013temporal relationships in a highly dynamic grid with fast changing events. Access to real world PMU data is limited because of privacy, security, and confidentiality constraints, while offline simulated data often fails to reproduce the full complexity of real time behavior, including communication delays and event driven variations. This shortage of realistic, high quality datasets restricts the benchmarking and validation of advanced SE tools. To address these limitations, we utilize a real time Hardware in the Loop (HIL) testbed that integrates the IEEE 39 bus system with 26 optimally placed PMUs, hardware and software PMUs, Real Time Digital Simulator (RTDS) simulations, Real Time Automation and Controller (RTAC) devices, and network emulation to generate high fidelity, event rich datasets. The generated data covers a wide range of realistic scenarios, including generator trips and reconnections, load variations and shedding, line outages, and fault events, all designed to reflect actual system behavior. The resulting datasets support a complete data processing and analytics pipeline tailored for SE and can also be used in other applications such as anomaly detection. For SE, the data is pre processed for topology consistency, time alignment, and windowed segmentation to enable robust validation and performance benchmarking of estimation algorithms. Finally, we validate the generated data using SE and make the dataset publicly available for further research."
DOI: 10.15468/dl.cfcvj5
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.2_1",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Camarodonta"
 ]
}

 The dataset's 3 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026510-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erjyuj
title: Occurrence Download

description: A dataset containing 390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cephenemyia trompe"
 ]
}

 The dataset includes 390 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026519-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dayv7g
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Abundance of macroinvertebrates in sites with varying degradation levels in Lake Wamala"
 ]
}

 The dataset includes 342 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026520-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2db4hm
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acerodon humilis",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026521-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mya73z
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2014",
 "Month is greater than or equal to January",
 "Month is less than or equal to December"
 ]
}

 The dataset includes 132 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026522-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpqqr3
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.26_1",
 "Month is June",
 "PublishingCountry is United States of America",
 "TaxonKey is Accipitriformes",
 "Year 2025-2025"
 ]
}

 The dataset includes 91 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026523-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nf6nh
title: Occurrence Download

description: A dataset containing 1036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-48.52028 -20.11084,-47.42162 -20.11084,-47.42162 -18.80639,-48.52028 -18.80639,-48.52028 -20.11084))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Asteraceae"
 ]
}

 The dataset includes 1036 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026524-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9p6c2
title: Occurrence Download

description: A dataset containing 1048 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypoderma tarandi"
 ]
}

 The dataset includes 1048 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026525-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jywdy
title: Occurrence Download

description: A dataset containing 1109656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1109656 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026498-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhnwk6
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pyrus calleryana",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2014",
 "Month is greater than or equal to January",
 "Month is less than or equal to December"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026526-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bu77gk
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acerodon jubatus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 201 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026528-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqaub6
title: Occurrence Download

description: A dataset containing 1032551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anthoxanthum odoratum)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1032551 records from 3252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026508-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tv74dm
title: Occurrence Download

description: A dataset containing 2444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Celtis sinensis Pers.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year 1990-2020"
 ]
}

 The dataset includes 2444 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085453-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nncht
title: Occurrence Download

description: A dataset containing 31142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aramides saracura (Spix, 1825))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 31142 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085448-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfszxr
title: Occurrence Download

description: A dataset containing 554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Valerianella vesicaria (L.) Moench",
 "HasCoordinate is true"
 ]
}

 The dataset includes 554 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067043-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbkyhu
title: Occurrence Download

description: A dataset containing 10702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Coordinate reprojected, Country derived from coordinates, Recorded date invalid)",
 "OccurrenceStatus is Present",
 "TaxonKey is Broussonetia papyrifera (L.) L'Hér. ex Vent."
 ]
}

 The dataset includes 10702 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0433075-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.