cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.74kyr6
title: Occurrence Download

description: A dataset containing 7678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (MSB Mammal Collection (Arctos), iNaturalist Research-grade Observations, Mammal occurrence in rainforest fragments of the Valparai Plateau and Anamalai Tiger Reserve, Western Ghats, India (2005-06), WCS Cambodia camera trap occurrence data, Natural History Museum (London) Collection Specimens, Mammal occurrence in Valparai Plateau and Anamalai Tiger Reserve, Tamil Nadu, India (2015-18), Sharing vertebrate occurrence data from camera traps in Asia, Naturalis Biodiversity Center (NL) - Paleontology, India Biodiversity Portal publication grade dataset, INSDC Sequences)",
 "OccurrenceStatus is Present",
 "TaxonKey is Elephas maximus Linnaeus, 1758"
 ]
}

 The dataset includes 7678 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075724-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6fpvj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((144.425879 -36.982104, 144.425879 -36.98435, 144.428125 -36.98435, 144.428125 -36.982104, 144.425879 -36.982104))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075725-240626123714530/datasets/export for details.
DOI: 10.13145/bacdive23776.20241212.9.2
title: Bacteroides luti Hatamoto et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23777.20241212.9.2
title: Bartonella henselae (Regnery et al. 1992) Brenner et al. 1993

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23778.20241212.9.2
title: Bartonella vinsonii subsp. berkhoffii Kordick et al. 1996

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23779.20241212.9.2
title: Bartonella tribocorum Heller et al. 1998

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23780.20241212.9.2
title: Bartonella vinsonii subsp. arupensis Welch et al. 2000

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23782.20241212.9.2
title: Bartonella callosciuri Sato et al. 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23785.20241212.9.2
title: Bartonella florencae Mediannikov et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23786.20240916.9.1
title: Bartonella senegalensis Mediannikov et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23789.20241212.9.2
title: Bifidobacterium moukalabense Tsuchida et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23790.20241212.9.2
title: Bifidobacterium aesculapii Modesto et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23792.20241212.9.2
title: Alloscardovia macacae Killer et al. 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23793.20241212.9.2
title: Pseudoscardovia suis Killer et al. 2014 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23795.20240916.9.1
title: Georgenia satyanarayanai Srinivas et al. 2012

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23803.20241212.9.2
title: Bosea sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23808.20241212.9.2
title: Brevibacterium daeguense Cui et al. 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23809.20241212.9.2
title: Spelaeicoccus albus Lee 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23811.20241212.9.2
title: Falsochrobactrum ovis Kämpfer et al. 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23816.20241212.9.2
title: Burkholderia vietnamiensis Gillis et al. 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23817.20241212.9.2
title: Caballeronia zhejiangensis (Lu et al. 2012) Dobritsa and Samadpour 2016

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23819.20241212.9.2
title: Arcobacter anaerophilus Sasi Jyothsna et al. 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23822.20241212.9.2
title: Campylobacter jejuni (Jones et al. 1931) Véron and Chatelain 1973

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23823.20241212.9.2
title: Sulfurospirillum sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23825.20241212.9.2
title: Carnobacterium inhibens subsp. gilichinskyi Nicholson et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23826.20241212.9.2
title: Carnobacterium iners Snauwaert et al. 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23827.20241212.9.2
title: Pisciglobus halotolerans Tanasupawat et al. 2011

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23828.20241212.9.2
title: Brevundimonas sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23832.20241212.9.2
title: Cellulomonas marina Zhang et al. 2013 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive23833.20241212.9.2
title: Cellulomonas pakistanensis Ahmed et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.8jxbkm
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Agriotes sordidus"
 ]
}

 The dataset includes 417 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069662-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zghp5p
title: Occurrence Download

description: A dataset containing 126462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-156.28635 75,-162.81732 73.74939,-163.24133 73.64576,-163.51589 73.56908,-163.86462 73.46053,-164.28475 73.31267,-164.81324 73.09892,-165.2581 72.89368,-165.78707 72.61734,-166.2475 72.34596,-166.58393 72.128,-166.86172 71.93455,-167.16874 71.70551,-167.62407 71.33363,-167.9685 71.02391,-168.29342 70.70639,-168.49052 70.50045,-168.75858 70.2024,-168.92987 70,-169.23467 69.61376,-169.36114 69.01627,-169.4804 68.4173,-169.59245 67.81694,-169.69726 67.21527,-169.79483 66.61238,-169.88513 66.00837,-169.96816 65.40331,-170.0194 65,-131.9404 65,-132.27661 65.41819,-132.50452 65.69803,-132.96461 66.25422,-133.43034 66.8057,-133.90166 67.3524,-134.37852 67.89428,-134.86088 68.43128,-135.34868 68.96333,-135.84186 69.4904,-136.32842 70,-136.74934 70.43279,-137.00273 70.6898,-137.51341 71.19993,-138.02926 71.70484,-138.55022 72.20447,-138.85465 72.41465,-139.52333 72.8403,-140.00852 73.12027,-140.60738 73.43477,-141.13254 73.68402,-141.75486 73.9491,-142.38812 74.18685,-143.03112 74.39684,-143.68264 74.57865,-144.34146 74.73196,-145.00633 74.85646,-145.70746 74.95568,-146.13167 75,-146.56003 75.03286,-155.68693 75.17547,-156.11475 75.03286,-156.28635 75))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Passeriformes",
 "Year 2015-2024"
 ]
}

 The dataset includes 126462 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069654-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bwr56
title: Occurrence Download

description: A dataset containing 1891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Agriotes ustulatus"
 ]
}

 The dataset includes 1891 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069663-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vw89er
title: Occurrence Download

description: A dataset containing 3754855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Undaria pinnatifida, Lindavia intermedia)",
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 0",
 "DecimalLongitude is greater than or equal to -180",
 "DecimalLatitude is greater than or equal to -90",
 {
 "not" : {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate out of range",
 "Issue is Country coordinate mismatch"
 ]
 }
 }
 ]
}

 The dataset includes 3754855 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069653-251120083545085/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.27950025.v1
title: Base line characteristics of meoisis crossover research with different motility sperm samples

description: This data contains baseline data characteristics, sperm viability characteristics, routine blood tests, and progesterone tests for 16 men with weak spermatozoa and 37 men with normal insemination.
DOI: 10.6084/m9.figshare.28722251
title: Supplementary Material for Paper "<b>High yeast diversity in primeval forest of Shennongjia, including 21 new species characterized by morphological, phylogenetic, and genomic analyses</b>"

description: Supplementary Figures – Neighbor-Joining tree based on D1/D2 or ITS sequencesSupplementary Table 1 – Information on 624 samples collected in this studySupplementary Table 2 – Dataset of 4,451 yeast isolates in this studySupplementary Table 3 – Strains and GenBank accession numbers used for phylogenetic analysis in this studySupplementary Table 4 – Number of strains for each species isolated in this studySupplementary Table 5 – Sequence differences between the new species and closely related species in this studySupplementary Table 6 – Physiological and biochemical differences between the new species and closely related species in this studySupplementary Table 7 – Information on all strains whose genomes were sequenced in this studySupplementary Table 8 – Information for all assembled genomes used in this studySupplementary Table 9 – ANI values calculated in this study
DOI: 10.6084/m9.figshare.28722251.v5
title: Supplementary Material for Paper "<b>High yeast diversity in primeval forest of Shennongjia, including 21 new species characterized by morphological, phylogenetic, and genomic analyses</b>"

description: Supplementary Figures – Neighbor-Joining tree based on D1/D2 or ITS sequencesSupplementary Table 1 – Information on 624 samples collected in this studySupplementary Table 2 – Dataset of 4,451 yeast isolates in this studySupplementary Table 3 – Strains and GenBank accession numbers used for phylogenetic analysis in this studySupplementary Table 4 – Number of strains for each species isolated in this studySupplementary Table 5 – Sequence differences between the new species and closely related species in this studySupplementary Table 6 – Physiological and biochemical differences between the new species and closely related species in this studySupplementary Table 7 – Information on all strains whose genomes were sequenced in this studySupplementary Table 8 – Information for all assembled genomes used in this studySupplementary Table 9 – ANI values calculated in this study
DOI: 10.6084/m9.figshare.28722251.v4
title: Supplementary Material for Paper "<b>High yeast diversity in primeval forest of Shennongjia, including 21 new species characterized by morphological, phylogenetic, and genomic analyses</b>"

description: Supplementary Figures – Neighbor-Joining tree based on D1/D2 or ITS sequencesSupplementary Table 1 – Information on 624 samples collected in this studySupplementary Table 2 – Dataset of 4,451 yeast isolates in this studySupplementary Table 3 – Strains and GenBank accession numbers used for phylogenetic analysis in this studySupplementary Table 4 – Number of strains for each species isolated in this studySupplementary Table 5 – Sequence differences between the new species and closely related species in this studySupplementary Table 6 – Physiological and biochemical differences between the new species and closely related species in this studySupplementary Table 7 – Information on all strains whose genomes were sequenced in this studySupplementary Table 8 – Information for all assembled genomes used in this studySupplementary Table 9 – ANI values calculated in this study
DOI: 10.6084/m9.figshare.27950025
title: Male Fertility Genomics: A Blood & Single Sperm WGS Dataset

description: Metadata, Run Accessions, and Technical Validation Metrics for the Male Fertility Genomics Dataset.
DOI: 10.6084/m9.figshare.27950025.v2
title: Male Fertility Genomics: A Blood & Single Sperm WGS Dataset

description: Metadata, Run Accessions, and Technical Validation Metrics for the Male Fertility Genomics Dataset.
DOI: 10.6084/m9.figshare.27950025.v3
title: Male Fertility Genomics: A Blood & Single Sperm WGS Dataset

description: Metadata, Run Accessions, and Technical Validation Metrics for the Male Fertility Genomics Dataset.
DOI: 10.15468/dl.u5z95x
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Agriotes brevis"
 ]
}

 The dataset includes 115 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069664-251120083545085/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.30325360
title: Urban road network and environmental data

description: This dataset contains urban environmental raster data and road network vector data used for analyzing the structural robustness and mitigation strategies of urban road networks under rainstorm–waterlogging risk.
DOI: 10.6084/m9.figshare.30325360.v4
title: Urban road network and environmental data

description: This dataset contains urban environmental raster data and road network vector data used for analyzing the structural robustness and mitigation strategies of urban road networks under rainstorm–waterlogging risk.
DOI: 10.6084/m9.figshare.30325360.v3
title: Urban road network structural robustness and emergency enhancement strategies under rainstorm-waterlogging risk

description: This dataset contains urban environmental raster data and road network vector data used for analyzing the structural robustness and mitigation strategies of urban road networks under rainstorm–waterlogging risk.
DOI: 10.15468/dl.qva9gc
title: Occurrence Download

description: A dataset containing 2056143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cistothorus palustris",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 2056143 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069659-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqe5ug
title: Occurrence Download

description: A dataset containing 2857 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cypripedium macranthos",
 "Year 1950-2025"
 ]
}

 The dataset includes 2857 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069665-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18104973
title: Global Institutional Responses to Generative AI in Higher Education

description: Dataset overview.This dataset documents institutional responses to Generative AI (GenAI) in higher education, with a focus on assessment-related governance and policy architecture. It contains structured codes extracted from publicly available, official institutional documents (e.g., policy PDFs, webpages/FAQ, academic integrity hubs). The dataset supports analyses of how institutions articulate rules for GenAI use in assessment, disclosure expectations, evidence/process requirements, detector positioning, and broader governance coverage (privacy, IP/copyright, tool/vendor approval, training/support, and review/update mechanisms).

Coverage.





Units of analysis: 40 higher-education institutions




Regional sampling: 5 regions (coded C1–C5), 8 institutions per region (balanced)




Source type: official URLs to the institutional document(s) used for coding



File structure (Excel).The dataset is provided as an Excel workbook (data.xlsx) with two sheets:





Sheet1 — Document-level metadata + full field coding (24 columns).Includes region, country, institution, document title/type, issuing authority, year/last updated (as stated), architecture class & depth, assessment model, default stance on AI use, disclosure rules, process-evidence requirements, detector positioning, governance coverage score, five governance components (binary), official links, and short notes quoting explicit evidence.




Sheet2 — Compact coded table for analysis (19 columns).A cleaned/condensed view of key analytic variables used for statistical summaries and visualization:







ArC (architecture class; categorical)




ArD (architecture depth; 0–3)




AsM (assessment model; categorical)




DeS (default stance; categorical)




DiR (disclosure rule; categorical)




PrE (process-evidence requirement; categorical)




DeP (detector positioning; categorical)




NRu (normative rules explicitly stated; Y/N)




EMe (implementation/enforcement mentioned; Y/N)




PrM, IcA, VeA, TrS, ReM (governance components; Y/N)




GcS (governance coverage score; 0–5)




AsR (assessment regime label; A–E), a categorical summary used for grouping institutional stances.



Key distributions (Sheet2).





GcS (0–5): 0(2), 1(7), 2(8), 3(10), 4(10), 5(3) — n = 40




AsR (A–E): A(6), B(13), C(7), D(9), E(5) — n = 40



Reuse notes/limitations.This dataset represents a time-stamped snapshot of institutional documents; policies may change after data collection. “Year issued/last updated” is recorded as stated on the source and may be missing or qualitative in some cases. Coding is based on explicit textual evidence from the official document(s) linked in the dataset.

Related publication.Global Institutional Responses to Generative AI in Higher Education (manuscript uses this dataset).