cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rzxh39
title: Occurrence Download

description: A dataset containing 1757 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thalia dealbata"
 ]
}

 The dataset includes 1757 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052238-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eu9v2n
title: Occurrence Download

description: A dataset containing 30755 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Waltheria indica"
 ]
}

 The dataset includes 30755 records from 619 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052239-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.raruq9
title: Occurrence Download

description: A dataset containing 4690 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tithonia rotundifolia"
 ]
}

 The dataset includes 4690 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052240-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17928615
title: Contextual and video data needed for Subjective Cyclist Experience modelling

description: This dataset contains contextual GIS data needed for the analysis, manual, and LLM-based video data annotations (excluding videos themselves). The dataset includes four main components:





Video contextual data – open-source GIS layers with metadata that define video context.




Manually-labelled video data – human-annotated labels generated through manual annotation, providing curated and expert-informed interpretations of video content.




LLM-labeled video data – labels automatically generated using Large Language Models (LLMs), intended for comparison with human annotations and exploration of automated labeling approaches.


Video ground truth – finalized reference labels used for evaluation and benchmarking, derived from LLM annotations,  manual annotations, and geospatial operations.


The dataset is suitable for research in video analysis, machine learning, multimodal learning, and annotation quality comparison. The dataset does not include videos themselves.
DOI: 10.5281/zenodo.17928616
title: Contextual and video data needed for Subjective Cyclist Experience modelling

description: This dataset contains contextual GIS data needed for the analysis, manual, and LLM-based video data annotations (excluding videos themselves). The dataset includes four main components:





Video contextual data – open-source GIS layers with metadata that define video context.




Manually-labelled video data – human-annotated labels generated through manual annotation, providing curated and expert-informed interpretations of video content.




LLM-labeled video data – labels automatically generated using Large Language Models (LLMs), intended for comparison with human annotations and exploration of automated labeling approaches.


Video ground truth – finalized reference labels used for evaluation and benchmarking, derived from LLM annotations,  manual annotations, and geospatial operations.


The dataset is suitable for research in video analysis, machine learning, multimodal learning, and annotation quality comparison. The dataset does not include videos themselves.
DOI: 10.15468/dl.ukabgk
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coturnicops exquisitus"
 ]
}

 The dataset includes 87 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052242-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9cea7
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalota dulcinea"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052243-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rckb2
title: Occurrence Download

description: A dataset containing 2497 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Melanitis leda",
 "Year 2025-2025"
 ]
}

 The dataset includes 2497 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052244-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhujsh
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Crex crex"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052245-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prm7gb
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalota littorea"
 ]
}

 The dataset includes 101 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052246-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vryku9
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cicindela littorea"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052247-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ma12-bz74
title: "L2AraSpeech"

description: "The L2AraSpeech dataset is a novel speech corpus specifically designed to advance Computer-Aided Pronunciation Training (CAPT) for Arabic as a Second Language. Developed to address the scarcity of non-native Arabic speech databases, this corpus comprises audio recordings from 220 non-native speakers from diverse national and linguistic backgrounds. Among the 220 speakers, we selected 60 speakers covering almost all the L1-langaugaes for pronunciation errors annotation. The text of the recorded speech consists of 25 sentences and 61 minimal pairs. The text was chosen by expert linguists with many years of experience in teaching Arabic to non-Arabs.  The dataset is organized into three main components: Raw_Data, Processed_Data, and Annotated_Data, reflecting different stages of data preparation and expert annotation."
DOI: 10.15468/dl.h8xjy6
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Zapornia bicolor"
 ]
}

 The dataset includes 251 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052248-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15698453
title: HaJAK2/STAT5B mediate the post-mating switch of reproductive behavior in Helicoverpa armigera female
DOI: 10.5281/zenodo.15698454
title: HaJAK2/STAT5B mediate the post-mating switch of reproductive behavior in Helicoverpa armigera female
DOI: 10.5281/zenodo.17720239
title: Task complexity

description: Research data
DOI: 10.15468/dl.tfzeyg
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Zapornia paykullii"
 ]
}

 The dataset includes 79 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052249-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17901559
title: Ecotoxicological responses of the yellow-tailed lambari (Astyanax lacustris) to mining tailings from the Doce River basin

description: This dataset contains biochemical, physiological, and survival responses of Astyanax lacustris exposed to mining tailings under four experimental conditions combining water type and substrate: DS (Dechlorinated water + Sand), RS (River water + Sand), DT (Dechlorinated water + Tailings), and RT (River water + Tailings). The data include oxidative stress biomarkers (e.g., nitric oxide, malondialdehyde, antioxidant enzymes) across multiple tissues, hormonal measurements, growth parameters, and survival outcomes. The dataset is organized into tables separated by variable category, each containing the columns Treatment (for one-way ANOVA), Substrate and Water (for two-way ANOVA), and the corresponding biomarker variables and units. All raw data are provided, along with RMarkdown outputs for one-way and two-way analyses and the associated figures, enabling full reproducibility of the statistical procedures.
DOI: 10.5281/zenodo.17901558
title: Ecotoxicological responses of the yellow-tailed lambari (Astyanax lacustris) to mining tailings from the Doce River basin

description: This dataset contains biochemical, physiological, and survival responses of Astyanax lacustris exposed to mining tailings under four experimental conditions combining water type and substrate: DS (Dechlorinated water + Sand), RS (River water + Sand), DT (Dechlorinated water + Tailings), and RT (River water + Tailings). The data include oxidative stress biomarkers (e.g., nitric oxide, malondialdehyde, antioxidant enzymes) across multiple tissues, hormonal measurements, growth parameters, and survival outcomes. The dataset is organized into tables separated by variable category, each containing the columns Treatment (for one-way ANOVA), Substrate and Water (for two-way ANOVA), and the corresponding biomarker variables and units. All raw data are provided, along with RMarkdown outputs for one-way and two-way analyses and the associated figures, enabling full reproducibility of the statistical procedures.
DOI: 10.15468/dl.gt7fvj
title: Occurrence Download

description: A dataset containing 556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Parnara guttatus",
 "Year 2025-2025"
 ]
}

 The dataset includes 556 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052253-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gha2k5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cicindela tibialis"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052250-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3qxnh
title: Occurrence Download

description: A dataset containing 13715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Terrapene triunguis"
 ]
}

 The dataset includes 13715 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052252-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqca92
title: Occurrence Download

description: A dataset containing 1033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Porphyrio porphyrio"
 ]
}

 The dataset includes 1033 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052255-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.864tdx
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalota tibialis"
 ]
}

 The dataset includes 21 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052254-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17928685
title: Small fastq files for practising whole exome analysis

description: Tumor and normal lung cancer exome data from Ju et al. Genome Res. 22:436–445, 2012. 

Fastq files were retrieved from SRA (Sequence Read Archive): ERA148528

Original data is :



100bp paired-end reads, Illumina HiSeq 2000.

 




Mean depth 100X for the tumor sample, 30X for the normal (blood) sample (~15 Gb tumor ; ~7 Gb blood) 



Fastq files were subsampled to keep only reads covering ~110kbases

Genes of interest with somatic mutations include: SLC5A1, STYXL2(DUSP27), CENPF
DOI: 10.15468/dl.3pf8n3
title: Occurrence Download

description: A dataset containing 158749 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus globulus"
 ]
}

 The dataset includes 158749 records from 570 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052234-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c24pyv
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caladenia infundibularis A.S.George"
 ]
}

 The dataset includes 92 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111821-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syzy5r
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scinax lindsayi Pyburn, 1992"
 ]
}

 The dataset includes 29 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300850-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekw36r
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia oroyensis Mez"
 ]
}

 The dataset includes 49 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016524-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmfxzk
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Danosoma fasciatum (Linnaeus, 1758)",
 "Country is Norway",
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002978-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vw4j89
title: Occurrence Download

description: A dataset containing 989050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus (Linnaeus, 1766), Myocastor coypus (Molina, 1782))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 989050 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016518-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yukbn5
title: Occurrence Download

description: A dataset containing 96536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tetrastes bonasia (Linnaeus, 1758))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 96536 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233627-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bs72sn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia oblivata L.Hrom."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016510-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwcad4
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Congo, Democratic Republic of the, Burundi, Rwanda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Trichoneura eleusinoides (Rendle) Ekman, Trigonochloa uniflora (Hochst. ex A.Rich.) P.M.Peterson & N.Snow, Tragus berteronianus Schult., Tetrapogon tenellus (J.Koenig ex Roxb.) Chiov., Tetrapogon roxburghiana (Schult.) P.M.Peterson)"
 ]
}

 The dataset includes 50 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009895-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33bjm7
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Valeriana verrucosa Schmale"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027036-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8uytmp
title: Occurrence Download

description: A dataset containing 7590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Boyeria irene (Fonscolombe, 1838))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 7590 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233702-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.typap8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wahlenbergia urcosensis E.Wimm."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033864-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drqj79
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Thamnornis chloropetoides",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 481 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087209-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.