cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ggfv5b
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-146.94591 14.02944,-62.05409 14.02944,-62.05409 47.97056,-146.94591 47.97056,-146.94591 14.02944))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Andrena argemonis Cockerell, 1896"
 ]
}

 The dataset includes 272 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012203-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cs16e
title: Occurrence Download

description: A dataset containing 3224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Geometry POLYGON((35.969238 36.932330,35.969238 35.782170,36.727294 35.782170,36.727294 36.932330,35.969238 36.932330))"
 ]
}

 The dataset includes 3224 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012373-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcrnsz
title: Occurrence Download

description: A dataset containing 2932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((4.075 51.725,4.125 51.725,4.125 51.775,4.075 51.775,4.075 51.725))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 2932 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0304288-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3e572
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepidium imthurnii (Rolfe) M.A.Clem. & D.L.Jones"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012210-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbve6b
title: Occurrence Download

description: A dataset containing 1303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "TaxonKey is Lynx lynx (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1303 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012373-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wacdw9
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barringtonia pterita Merr."
 ]
}

 The dataset includes 49 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044367-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnp6jq
title: Occurrence Download

description: A dataset listing the 34 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "OccurrenceStatus is Present",
 "TaxonKey is Camponotus Mayr, 1861"
 ]
}

 The dataset's 34 records were derived from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163617-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmspm7
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cypseloides niger (J.F.Gmelin, 1789), Cypseloides niger (J.F.Gmelin, 1789), Cypseloides niger (J.F.Gmelin, 1789))",
 "DecimalLatitude is greater than or equal to 6.7525",
 "DecimalLatitude is less than or equal to 10",
 "DecimalLongitude is greater than or equal to -83.5",
 "DecimalLongitude is less than or equal to -76.72"
 ]
}

 The dataset includes 295 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284920-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nov7zp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zea mays L.",
 "Country is Spain",
 "EventDate 1850-01-01-1950-01-31"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012374-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhe46w
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gonolobus stapelioides Desv."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163650-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.js2mjh
title: Occurrence Download

description: A dataset containing 1713 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratotherium simum (Burchell, 1817)"
 ]
}

 The dataset includes 1713 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296521-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a97v5r
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mammillaria jaliscana (Britton & Rose) Boed."
 ]
}

 The dataset includes 196 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017048-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erqqw6
title: Occurrence Download

description: A dataset containing 166242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Populus nigra L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 166242 records from 1735 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017045-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/kthmd1
title: Nanocomposite fibers obtained by electrospinning on a poly(vinyl chloride) recyclate matrix with mineral and carbon nanofillers - structure and properties

description: The aim of this single research project was to produce nanocomposite fibers by electrospinning from recycled plasticized and unplasticized poly(vinyl chloride) with graphene, graphene oxide, nanohydroxyapatite, and nanobentonite as fillers. Preliminary studies also assessed the effect of nanofillers on the structure and properties of the resulting fibers.The dataset contains the results of tests on electrospun fibers of plasticized and unplasticized poly(vinyl chloride).The test results obtained for the produced material are identified by the abbreviated sample name and the test type. Each set is accompanied by a file named "README_type of material," which contains information on the material preparation conditions and test methodology.
DOI: 10.57760/sciencedb.32830
title: Two-grating compressor for sub-Exawatt lasers: Optimal design for highest focal intensity
title: Two-grating compressor for sub-Exawatt lasers: Optimal design for highest focal intensity

description: Simulation data for "Two-grating compressor for sub-Exawatt lasers: Optimal design for highest focal intensity"
description: Simulation data for "Two-grating compressor for sub-Exawatt lasers: Optimal design for highest focal intensity"
DOI: 10.15468/dl.vgzjgj
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((101.90511 25.56205,129.09489 25.56205,129.09489 36.43795,101.90511 36.43795,101.90511 25.56205))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Jianghuaimon"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023944-251120083545085/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.30764654.v1
title: DyePerm_Dataset

description: DyePermDB is a curated dataset of 202 fluorescent and chromogenic dyes with experimentally supported membrane-permeability annotations. The resource integrates structural identifiers, physicochemical attributes, qualitative solubility, toxicity notes, and literature evidence from PubChem, DrugBank and primary publications. Each dye is annotated with one of three permeability labels (“Yes”, “Yes (conditional)”, “No”), independently reviewed and cross-validated by domain experts.To assess dataset quality and structural coherence, we performed descriptive statistical analyses, XGBoost-based permeability classification using FP4 fingerprints, and feature-importance evaluation via random forests, revealing strong structure–permeability signals driven by heteroatom content and SMILES-derived features. The repository includes the full dataset, DrugBank-linked subset, reproducible train/test splits, and Python scripts for all modelling tasks.This dataset supports cheminformatics research, QSAR/QSPR modelling, fluorescent probe selection, and dye-oriented drug repurposing studies.
DOI: 10.15468/dl.g9utun
title: Occurrence Download

description: A dataset containing 103550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Jordan, Syrian Arab Republic, Lebanon, Israel, Palestine, State of, Iraq, Saudi Arabia)",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 103550 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023907-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a2b27pt2m
title: Micropulse lidar (MPL) measurements taken at Summit Station, Greenland, 2023

description: This data set contains measurements from a MicroPulse LIDAR (MPL) that is deployed at Summit Station, Greenland as part of the Integrated Characterization of Energy, Clouds, Atmospheric state, and Precipitation at Summit (ICECAPS) Project. Detailed information on these parameters and other aspects of the dataset are included in the netCDF header information for each file. The LIDAR is owned by the US Department of Energy's Atmospheric Radiation Measurement (ARM) Program. Field operations support is provided by the National Science Foundation's Arctic Observing Network (AON) Program. Together these products will augment similar data sets that are produced at other locations across the Arctic.
DOI: 10.17026/ar/ln0ip7
title: PAN-00105035 - coin/coin-related, Constantius II (337-361), nummus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105035&lt;/p&gt;
description: Modified: 2025-05-12T08:29:20+02:00
DOI: 10.5281/zenodo.17232471
title: RedScrap Raw Dataset of r/malaysia Marijuana Discussions (2014–2024)

description: This anonymized dataset contains raw Reddit discussions extracted from the r/malaysia subreddit using keyword-based retrieval focused on marijuana-related terms (“marijuana”, “cannabis”, “weed”, and “ganja”). Data were collected covering the period from 1 January 2014 to 31 December 2024 to enable longitudinal analysis of how online discourse in Malaysia has evolved across major policy shifts and regional developments.

The dataset was extracted using RedScrap, a Python-based data collection tool developed to support netnographic study examining public perceptions of marijuana in Malaysia. RedScrap systematically retrieved threads and comments, removed duplicates, and exported the dataset in structured tabular format. This file represents the anonymized version of the raw output. All Reddit usernames and identifiable metadata have been removed to ensure ethical compliance and protect user anonymity. Only publicly accessible textual content has been retained.

This dataset is intended for documentation, verification and reproducibility purposes as part of the research audit trail. No cleaning, coding, or thematic interpretation has been applied in this version; it reflects the raw comment-level data prior to analysis.
DOI: 10.5281/zenodo.17232472
title: RedScrap Raw Dataset of r/malaysia Marijuana Discussions (2014–2024)

description: This anonymized dataset contains raw Reddit discussions extracted from the r/malaysia subreddit using keyword-based retrieval focused on marijuana-related terms (“marijuana”, “cannabis”, “weed”, and “ganja”). Data were collected covering the period from 1 January 2014 to 31 December 2024 to enable longitudinal analysis of how online discourse in Malaysia has evolved across major policy shifts and regional developments.

The dataset was extracted using RedScrap, a Python-based data collection tool developed to support netnographic study examining public perceptions of marijuana in Malaysia. RedScrap systematically retrieved threads and comments, removed duplicates, and exported the dataset in structured tabular format. This file represents the anonymized version of the raw output. All Reddit usernames and identifiable metadata have been removed to ensure ethical compliance and protect user anonymity. Only publicly accessible textual content has been retained.

This dataset is intended for documentation, verification and reproducibility purposes as part of the research audit trail. No cleaning, coding, or thematic interpretation has been applied in this version; it reflects the raw comment-level data prior to analysis.
DOI: 10.15468/dl.s94w53
title: Occurrence Download

description: A dataset containing 1298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ehretia dunniana, Ehretia hainanensis, Ehretia laevis, Ehretia longiflora, Ehretia macrophylla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1298 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023945-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9u4b4a
title: Occurrence Download

description: A dataset containing 25845578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 25845578 records from 625 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023909-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/7153
title: Dataset_for_M2UMol
DOI: 10.17026/ar/w9uwnz
title: PAN-00162345 - early medieval figuratieve brooch (one eye) group A1

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00162345&lt;/p&gt;
description: Modified: 2025-05-19T16:35:26+02:00
DOI: 10.15468/dl.2gwvv9
title: Occurrence Download

description: A dataset containing 1467991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Branta bernicla"
 ]
}

 The dataset includes 1467991 records from 641 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023920-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/woqorp
title: PAN-00105134 - coin/coin-related, Constantinus I en zonen (306-361), naar, nummus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105134&lt;/p&gt;
description: Modified: 2025-05-26T12:03:03+02:00
DOI: 10.15468/dl.44qef3
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Diversity and population densities of coraciiform birds in Zambezi riparian forest"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023950-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.32818
title: The mechanical properties of films
title: 薄膜力学性能表征

description: The mechanical properties (including hardness, adhesion, and stress) of aluminum fluoride films and aluminum oxide films deposited on different substrates (JGS1 and Si) were characterized.
description: The mechanical properties (including hardness, adhesion, and stress) of aluminum fluoride films and aluminum oxide films deposited on different substrates (JGS1 and Si) were characterized.
DOI: 10.15468/dl.rwpjqh
title: Occurrence Download

description: A dataset containing 45069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ehretia pingbianensis, Ehretia resinosa, Ehretia tsangii, Elaeagnus angustata, Elaeagnus angustifolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 45069 records from 564 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023947-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkq8ut
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melampodium mayfieldii B.L.Turner",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065113-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjzhk9
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus armeniaca L.",
 "Year 1993-2023"
 ]
}

 The dataset includes 259 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112791-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcp3xq
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Schinus longifolia (Lindl.) Speg."
 ]
}

 The dataset includes 72 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125233-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hykw9a
title: Occurrence Download

description: A dataset containing 2795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Phlomis herba-venti L."
 ]
}

 The dataset includes 2795 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083255-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntdkrj
title: Occurrence Download

description: A dataset containing 6146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Orlaya grandiflora (L.) Hoffm.)",
 "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 6146 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247518-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96hkuh
title: Occurrence Download

description: A dataset containing 113881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Bacteria"
 ]
}

 The dataset includes 113881 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083295-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edyxfp
title: Occurrence Download

description: A dataset listing the 3993439 species recorded in GBIF matching the query:
{ }

 The dataset's 3993439 records were derived from 73209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011346-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.