cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17810101
title: Tesla Deaths

description: Tesla Deaths is a record of Tesla accidents that involved a driver, occupant, cyclist, motorcyclist, or pedestrian death. We record information about Tesla fatalities that have been reported and as much related crash data as possible such as location of crash, names of deceased. This dataset also tallies claimed and confirmed Tesla autopilot crashes, that is instances when Autopilot was activated during a Tesla crash that resulted in death.


Latest version of dataset at https://www.tesladeaths.com.
description: Regularly updated at tesladeaths.com; version hosted on Zenodo will be updated periodically.
DOI: 10.5281/zenodo.3378951
title: Tesla Deaths

description: Tesla Deaths is a record of Tesla accidents that involved a driver, occupant, cyclist, motorcyclist, or pedestrian death. We record information about Tesla fatalities that have been reported and as much related crash data as possible such as location of crash, names of deceased. This dataset also tallies claimed and confirmed Tesla autopilot crashes, that is instances when Autopilot was activated during a Tesla crash that resulted in death.


Latest version of dataset at https://www.tesladeaths.com.
description: Regularly updated at tesladeaths.com; version hosted on Zenodo will be updated periodically.
DOI: 10.15468/dl.4v2fqy
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chilonatalus tumidifrons",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 394 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027162-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjv42y
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eptesicus gobiensis",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027163-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c57m04d2w
title: MassIVE MSV000100095 - Reductive amination of cholesterol_allkylamineds
title: MS/MS fragmentation data of the synthetic standards acquired on Q Exactive - with chromatographic separation on a Phenomenex polar C18 column.
DOI: 10.15468/dl.zetymu
title: Occurrence Download

description: A dataset containing 1105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fallopia japonica"
 ]
}

 The dataset includes 1105 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027164-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uurkfy
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chinchilla chinchilla",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027165-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dvmzm
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eptesicus nilssonii",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027166-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17731834
title: GriddingMachine database library file

description: The Artifacts.yaml file contains the key information about



TAG: the unique tag per dataset

PATH: where the automatically downloaded dataset file (folder within ~/GriddingMachine 

SHA: the unique hash tag for each dataset

URL: the download url for automated downloading
DOI: 10.15468/dl.6zdncd
title: Occurrence Download

description: A dataset containing 244677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oncorhynchus mykiss"
 ]
}

 The dataset includes 244677 records from 471 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027150-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szwtym
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chinchilla lanigera",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 77 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027167-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23duxx
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Russian Federation",
 "TaxonKey is Prunus avium"
 ]
}

 The dataset includes 379 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027170-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30782498
title: Supplementary Material for: High-Impact Laryngotracheal Trauma: A Combined Narrative and Systematic Review Evaluating Gaps in the Current Laryngeal Injury Reporting System

description: Introduction: External neck trauma represents a potentially life-threatening clinical scenario. Blunt and penetrating injuries are the primary etiologies and may result in laryngeal injuries with concurrent tracheal involvement. High-impact or high-energy laryngotracheal trauma arises from diverse mechanisms; therefore, injury reporting must account for varied patterns and incorporate any synchronous tracheal injury, thereby establishing a more effective framework for managing complex external airway trauma.

Methods: Data from seven patients experiencing high intensity extreme laryngotracheal trauma were retrospectively analyzed, focusing on injury mechanisms, clinical presentations, site and grade of injury, imaging findings, management approaches and outcomes. In parallel, a PRISMA-guided search of PubMed, Embase, Scopus, and Web of Science (January 1980–April 2025) identified English-language case series reporting ≥5 patients. Data on injury mechanisms, Schaefer–Fuhrman grade, management, and outcomes were extracted.

Results: Seven cases of severe laryngotracheal trauma with varying mechanisms are presented, including closed glottis barotrauma, penetrating and blunt neck injury, accidental strangulation, prolonged labor and rough manipulation of a vertex presentation, clothesline injury and postintubation injury. The obstetric patient did not survive, while other patients underwent prompt airway stabilization with favorable functional outcomes.

The systematic review incorporated 11 studies: blunt trauma predominated (65–75 %), severe injuries (Schaefer grades III–V) accounted for one-half of cases, and overall mortality was 2 %. Tracheal extension, including cricotracheal separation was predominantly reported after high-impact blunt trauma in several studies.

Conclusion: The current classification system for external laryngeal trauma does not adequately capture the severity or anatomical complexities of high-impact laryngotracheal injuries. Our experience, supported by pooled literature data, underscores the limitations of laryngeal-only grading. Incorporating both the mechanism and extent of injury is essential to improve clinical decision-making, guide treatment strategies, and ultimately enhance patient outcomes and prognosis.
DOI: 10.6084/m9.figshare.30782498.v1
title: Supplementary Material for: High-Impact Laryngotracheal Trauma: A Combined Narrative and Systematic Review Evaluating Gaps in the Current Laryngeal Injury Reporting System

description: Introduction: External neck trauma represents a potentially life-threatening clinical scenario. Blunt and penetrating injuries are the primary etiologies and may result in laryngeal injuries with concurrent tracheal involvement. High-impact or high-energy laryngotracheal trauma arises from diverse mechanisms; therefore, injury reporting must account for varied patterns and incorporate any synchronous tracheal injury, thereby establishing a more effective framework for managing complex external airway trauma.

Methods: Data from seven patients experiencing high intensity extreme laryngotracheal trauma were retrospectively analyzed, focusing on injury mechanisms, clinical presentations, site and grade of injury, imaging findings, management approaches and outcomes. In parallel, a PRISMA-guided search of PubMed, Embase, Scopus, and Web of Science (January 1980–April 2025) identified English-language case series reporting ≥5 patients. Data on injury mechanisms, Schaefer–Fuhrman grade, management, and outcomes were extracted.

Results: Seven cases of severe laryngotracheal trauma with varying mechanisms are presented, including closed glottis barotrauma, penetrating and blunt neck injury, accidental strangulation, prolonged labor and rough manipulation of a vertex presentation, clothesline injury and postintubation injury. The obstetric patient did not survive, while other patients underwent prompt airway stabilization with favorable functional outcomes.

The systematic review incorporated 11 studies: blunt trauma predominated (65–75 %), severe injuries (Schaefer grades III–V) accounted for one-half of cases, and overall mortality was 2 %. Tracheal extension, including cricotracheal separation was predominantly reported after high-impact blunt trauma in several studies.

Conclusion: The current classification system for external laryngeal trauma does not adequately capture the severity or anatomical complexities of high-impact laryngotracheal injuries. Our experience, supported by pooled literature data, underscores the limitations of laryngeal-only grading. Incorporating both the mechanism and extent of injury is essential to improve clinical decision-making, guide treatment strategies, and ultimately enhance patient outcomes and prognosis.
DOI: 10.15468/dl.r7vadt
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eptesicus pachyomus",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 239 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027171-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.293z3u
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiroderma improvisum",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 41 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027172-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhqrne
title: Occurrence Download

description: A dataset containing 3175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ratufa, Ratufa indica)"
 ]
}

 The dataset includes 3175 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027173-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29243066
title: A Systematic Review on Adversarial Thinking in Cyber Security Education: Themes and Potential Frameworks

description: Data obtained through the course of a systematic review study on adversarial thinking in a cybersecurity context. The spreadsheet contains the identified articles at each stage of the systematic review process and data collected using a thematic analysis. Other data is also collected to answer the research questions defined in the study.
DOI: 10.6084/m9.figshare.29243066.v2
title: A Systematic Review on Adversarial Thinking in Cyber Security Education: Themes and Potential Frameworks

description: Data obtained through the course of a systematic review study on adversarial thinking in a cybersecurity context. The spreadsheet contains the identified articles at each stage of the systematic review process and data collected using a thematic analysis. Other data is also collected to answer the research questions defined in the study.
DOI: 10.6084/m9.figshare.29243066.v1
title: A Systematic Review on Adversarial Thinking in Cyber Security Education. Definition, Themes and Educational Application

description: Data obtained through the course of a systematic review study on adversarial thinking in a cybersecurity context. The spreadsheet contains the identified articles at each stage of the systematic review process and data collected using a thematic analysis. Other data is also collected to answer the research questions defined in the study.
DOI: 10.15468/dl.52mcur
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiropodomys karlkoopmani",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027175-251120083545085/datasets/export for details.
DOI: 10.15468/dl.uxu7nk
title: Occurrence Download

description: A dataset containing 534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Heliaster polybrachius, Heliaster cumingi)"
 ]
}

 The dataset includes 534 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027176-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yu8z9z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eptesicus pachyotis",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027177-251120083545085/datasets/export for details.
DOI: 10.15468/dl.8kkjsx
title: Occurrence Download

description: A dataset containing 15 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.datasetkey = '8a863029-f435-446a-821e-275f4f641165'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 6164184 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 6164184 OR CAST(occurrence.kingdomkey AS INTEGER) = 6164184 OR CAST(occurrence.phylumkey AS INTEGER) = 6164184 OR CAST(occurrence.classkey AS INTEGER) = 6164184 OR CAST(occurrence.orderkey AS INTEGER) = 6164184 OR CAST(occurrence.familykey AS INTEGER) = 6164184 OR CAST(occurrence.genuskey AS INTEGER) = 6164184 OR CAST(occurrence.specieskey AS INTEGER) = 6164184)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 15 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027168-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77wres
title: Occurrence Download

description: A dataset listing the 2347 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Type specimens of fungi"
 ]
}

 The dataset's 2347 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027169-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gk2bym
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiropotes albinasus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 73 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027179-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30225217
title: ASEAN AI Readiness, Innovation, Trade Openness, and SDG Panel

description: Panel dataset covering 10 ASEAN countries (2020-2024) for AI Readiness pillars (Government, Technology Sector, Data & Infrastructure), Global Innovation Index (overall, Inputs, Outputs), SDG Index score, GDP per capita, and Trade openness. Trade openness is defined as goods + services (% of GDP); where the aggregate series was missing, openness was computed as Merchandise (% GDP) + Services (% GDP). <br><b>Country identifiers:</b> Instead of country names, the panel uses international telephone dialing codes as the country label in the <code>Country</code> column (e.g., Brunei +673, Indonesia +62, Cambodia +855, Lao PDR +856, Myanmar +95, Malaysia +60, Philippines +63, Singapore +65, Thailand +66, Viet Nam +84).
DOI: 10.6084/m9.figshare.30225217.v3
title: ASEAN AI Readiness, Innovation, Trade Openness, and SDG Panel

description: Panel dataset covering 10 ASEAN countries (2020-2024) for AI Readiness pillars (Government, Technology Sector, Data & Infrastructure), Global Innovation Index (overall, Inputs, Outputs), SDG Index score, GDP per capita, and Trade openness. Trade openness is defined as goods + services (% of GDP); where the aggregate series was missing, openness was computed as Merchandise (% GDP) + Services (% GDP). <br><b>Country identifiers:</b> Instead of country names, the panel uses international telephone dialing codes as the country label in the <code>Country</code> column (e.g., Brunei +673, Indonesia +62, Cambodia +855, Lao PDR +856, Myanmar +95, Malaysia +60, Philippines +63, Singapore +65, Thailand +66, Viet Nam +84).
DOI: 10.6084/m9.figshare.30225217.v2
title: ASEAN AI Readiness, Innovation, Trade Openness, and SDG Panel

description: Panel dataset covering 10 ASEAN countries (2020-2024) for AI Readiness pillars (Government, Technology Sector, Data & Infrastructure), Global Innovation Index (overall, Inputs, Outputs), SDG Index score, GDP per capita, and Trade openness. Trade openness is defined as goods + services (% of GDP); where the aggregate series was missing, openness was computed as Merchandise (% GDP) + Services (% GDP). <br><b>Country identifiers:</b> Instead of country names, the panel uses international telephone dialing codes as the country label in the <code>Country</code> column (e.g., Brunei +673, Indonesia +62, Cambodia +855, Lao PDR +856, Myanmar +95, Malaysia +60, Philippines +63, Singapore +65, Thailand +66, Viet Nam +84).
DOI: 10.34740/kaggle/dsv/13877903
title: 5G NR communication
DOI: 10.15468/dl.wudyzj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypsugo affinis",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027180-251120083545085/datasets/export for details.
DOI: 10.15468/dl.qwqz2t
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiropotes satanas",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 46 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027181-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8t93f
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Benin, Ghana, Nigeria)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phragmanthera capitata"
 ]
}

 The dataset includes 148 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027182-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xf34md
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Medicago polymorpha"
 ]
}

 The dataset includes 559 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027184-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.