cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3z89uu
title: Occurrence Download

description: A dataset containing 4558 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Incilius marmoreus (Wiegmann, 1833)"
 ]
}

 The dataset includes 4558 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123473-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mk2ba
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperis palmeri (Hemsl.) Kuntze"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041108-220831081235567/datasets/export for details.
DOI: 10.15468/dl.qcvrgj
title: Occurrence Download

description: A dataset containing 518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Physalis pubescens L."
 ]
}

 The dataset includes 518 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003669-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/2438
title: accentual-syllabic-verse-in-russian-prose
DOI: 10.15468/dl.4czdwd
title: Occurrence Download

description: A dataset containing 164357 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Himalayan Uplands Plant database (HUP Version 1)"
 ]
}

 The dataset includes 164357 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006573-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53nq4q
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eutrema penlandii Rollins"
 ]
}

 The dataset includes 59 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041133-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92nb6g
title: Occurrence Download

description: A dataset containing 56677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Cabomba caroliniana A.Gray, Cherax destructor Clark, 1936, Crassula helmsii (Kirk) Cockayne, Egeria densa Planch., Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum sosnowskyi Manden., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.fil., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Saururus cernuus L., Zizania latifolia (Griseb.) Stapf)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 56677 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003671-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fetya
title: Occurrence Download

description: A dataset containing 1034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Sterculia setigera Delile"
 ]
}

 The dataset includes 1034 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057866-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112032163
title: Cuneiform Tablet 1913.14.1652, Spurlock 1913.14.1652

description: [Text Description:] Document concerning property ❧ [Text or Publication Number Note:] Spurlock 1913.14.1652; CDLI P421503 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Medium Gray (N 5.75/ 27.2% R) -discoloration Yellowish White (10YR 9/2) ❧ [Physical Object Note:] 5.9 x 4.5 x 2 cm (53 g)
DOI: 10.25549/inscriptifact-ouc112031730
title: Cuneiform Tablet 1913.14.1531, Spurlock 1913.14.1531

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1531; CDLI P421383 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -body Light Reddish Brown (2.5YR 5/4) -reddish speckles ❧ [Physical Object Note:] 3.1 x 2.2 x 1.6 cm (10 g)
DOI: 10.15468/dl.rftwz2
title: Occurrence Download

description: A dataset containing 12368057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "Year 1995-1995"
 ]
}

 The dataset includes 12368057 records from 4986 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227484-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4e3kv
title: Occurrence Download

description: A dataset containing 126034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Datura stramonium L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 126034 records from 1205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014037-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qey2r
title: Occurrence Download

description: A dataset containing 14410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bactrocera dorsalis"
 ]
}

 The dataset includes 14410 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006471-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-8902-2
title: Kids' Life and Times Survey, 2018
title: Kids' Life and Times Survey, 2008-
title: KLT

description: The &lt;i&gt;Kids' Life and Times Survey&lt;/i&gt; (KLT) began in 2008 and is conducted by Access Research Knowledge (ARK) which runs the &lt;a href="https://beta.ukdataservice.ac.uk/datacatalogue/series/series?id=2000040#!/access-data"&gt;Northern Ireland Life and Times Survey&lt;/a&gt; (NILT) and the &lt;a href="https://beta.ukdataservice.ac.uk/datacatalogue/series/series?id=2000040#!/access-data"&gt;Young Life and Times Survey&lt;/a&gt; (YLT). The KLT is a survey of Primary year 7 (P7) children in Northern Ireland which is carried out online and in school. (Note that NILT did not run in 2011, but resumed in 2012. The KLT and YLT both ran as normal in 2011.)&lt;br&gt;
&lt;br&gt;
The aims of the KLT are to:&lt;ul&gt;&lt;li&gt;provide broad-based monitoring systems to examine children's views on policy issues on a regular basis&lt;/li&gt;&lt;li&gt;ensure that the information from the survey is fed back to policymakers and others engaged in the policy debates around children and their lives&lt;/li&gt;&lt;li&gt;provide a high profile endorsement of 'participation' by Northern Ireland's children&lt;/li&gt;&lt;/ul&gt;Further information about KLT, including the comic-style publication with key results especially designed for children, may be found on the ARK main &lt;a href="http://www.ark.ac.uk/klt/" title="Kids' Life and Times Survey"&gt;Kids' Life and Times Survey&lt;/a&gt; web pages.&lt;br&gt;
DOI: 10.15468/dl.4542jq
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonicera insularis"
 ]
}

 The dataset includes 262 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006473-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17465958
title: Data and codes for "Global extinction events and persistent age-dependency in sharks and rays over the past 145 million years"

description: This repository contains the data and codes used to carry out analyses and to create figures for the journal article titled Global extinction events and persistent age-dependency in sharks and rays over the past 145 million years, published in Proceedings of the Royal Society B.
DOI: 10.5281/zenodo.17462830
title: WT MEFs treated with DMSO vs STS, RNA-seq

description: WT MEFs treated with DMSO vs STS, performed in triplicate. Cells were harvested 30 min after treatment, and transcriptomics was performed with bulk RNA-sequencing. Unprocessed FASTQ and processed counts files (mm39) published here.
DOI: 10.5281/zenodo.17462829
title: WT MEFs treated with DMSO vs STS, RNA-seq

description: WT MEFs treated with DMSO vs STS, performed in triplicate. Cells were harvested 30 min after treatment, and transcriptomics was performed with bulk RNA-sequencing. Unprocessed FASTQ and processed counts files (mm39) published here.
DOI: 10.34740/kaggle/dsv/13544172
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15097672
title: SalmoSapro Metadata Catalog: A Cross-Platform Index of Salmonid Images with Saprolegnia Classifications

description: This dataset contains structured metadata for salmonid images collected from the publicly accessible online photo-sharing platforms Flickr, iNaturalist, GBIF, and Wikimedia Commons. The collection period spanned December 2023 to February 2024, resulting in a catalogue of fish photograph metadata that has been enriched with manual assessments for visible signs of Saprolegnia infection.

The data set contains metadata for 4,265 images, where 235 have been evaluated to present with visible signs of Saprolegnia spp. and 4,030 have been evaluated to look healthy. 

For each catalogued image, the dataset provides:



[source] Original source platform

[image_url] Direct URL to access the original image at its source

[taxa] Taxonomic classification (based on information from the source platform)

[saprolegnia] Binary classification indicating presence/absence of visible Saprolegnia indicators (yes/no)


This metadata repository represents a curated index of passive citizen science, as the original photographs were captured without scientific intent (primarily by recreational anglers and nature enthusiasts) but collectively provide valuable ecological data. All image metadata was compiled through official APIs using systematic keyword and taxonomic-level searches. The search terminology was developed by integrating comprehensive scientific and common salmonid nomenclature from authoritative sources including FishBase, FishTreeOfLife, and NCBI taxonomy databases. This metadata collection serves as a navigational resource for researchers studying fish health and pathogen distribution, allowing them to locate relevant images across multiple platforms while providing standardized classifications of disease presence. It can also support the development of computer vision tools by providing a pre-classified index of images for training. Users of this dataset should respect the original licensing terms of each image when accessing them through the provided URLs.

The data was labelled using LabelBox [1]

[1] Labelbox, "Labelbox," Online, 2025. [Online]. Available: https://labelbox.com
DOI: 10.5281/zenodo.15097673
title: SalmoSapro Metadata Catalog: A Cross-Platform Index of Salmonid Images with Saprolegnia Classifications

description: This dataset contains structured metadata for salmonid images collected from the publicly accessible online photo-sharing platforms Flickr, iNaturalist, GBIF, and Wikimedia Commons. The collection period spanned December 2023 to February 2024, resulting in a catalogue of fish photograph metadata that has been enriched with manual assessments for visible signs of Saprolegnia infection.

The data set contains metadata for 4,265 images, where 235 have been evaluated to present with visible signs of Saprolegnia spp. and 4,030 have been evaluated to look healthy. 

For each catalogued image, the dataset provides:



[source] Original source platform

[image_url] Direct URL to access the original image at its source

[taxa] Taxonomic classification (based on information from the source platform)

[saprolegnia] Binary classification indicating presence/absence of visible Saprolegnia indicators (yes/no)


This metadata repository represents a curated index of passive citizen science, as the original photographs were captured without scientific intent (primarily by recreational anglers and nature enthusiasts) but collectively provide valuable ecological data. All image metadata was compiled through official APIs using systematic keyword and taxonomic-level searches. The search terminology was developed by integrating comprehensive scientific and common salmonid nomenclature from authoritative sources including FishBase, FishTreeOfLife, and NCBI taxonomy databases. This metadata collection serves as a navigational resource for researchers studying fish health and pathogen distribution, allowing them to locate relevant images across multiple platforms while providing standardized classifications of disease presence. It can also support the development of computer vision tools by providing a pre-classified index of images for training. Users of this dataset should respect the original licensing terms of each image when accessing them through the provided URLs.

The data was labelled using LabelBox [1]

[1] Labelbox, "Labelbox," Online, 2025. [Online]. Available: https://labelbox.com
DOI: 10.6084/m9.figshare.30479315
title: Survey data for the study Assessing Groundwater Market Readiness

description: Groundwater depletion is a critical, persistent problem worldwide, especially in arid regions. Although market-based instruments can improve allocative efficiency, their successful deployment relies heavily on institutional preparation and the necessary alignment of stakeholders. This research focuses on evaluating the specific pre-implementation barriers to formalizing groundwater trading within the acutely over-exploited Boshruyeh Plain, Iran. Using a mixed-methods design with input from 109 local stakeholders, the findings expose serious institutional deficits that actively prevent the market's formal establishment. Infrastructure adequacy was perceived as statistically insufficient (mean &lt; 2.11, 95% CI below neutral), alongside significant variance in water availability (40% deficit vs. 30% surplus), which maintains an active informal market. Spearman correlations aligned with theoretical expectations: a lower perceived efficacy of law strongly correlates with increased informal trading (p &lt; 0.05). Nevertheless, the analysis revealed a critical policy misalignment: while experts stress the importance of social acceptance and comprehensive monitoring, farmers prioritize overcoming specific technical and legal obstacles, a clear institutional blind spot. The K-Means clustering successfully identified three separate expert archetypes: "Pessimists", "Optimists", and "Proponents". These groups collectively reflect a profound fragmentation residing within the governing body itself. Successfully transitioning from the current informal system to a formalized one requires a dual, strategic approach: first, substantial investment must be made in robust monitoring infrastructure to rebuild trust and operational capability; second, the immediate enactment of adaptive legal frameworks is essential to harmonize widely varied stakeholder interests. Ultimately, the long-term sustainability of effective groundwater governance will pivot on successfully reconciling necessary institutional coherence with essential market efficiency. This finding provides a critical, transferable policy lesson for other arid regions: technical and legal trust-building is the non-negotiable prerequisite for a successful transition from informal to formal markets.
DOI: 10.6084/m9.figshare.30479315.v1
title: Survey data for the study Assessing Groundwater Market Readiness

description: Groundwater depletion is a critical, persistent problem worldwide, especially in arid regions. Although market-based instruments can improve allocative efficiency, their successful deployment relies heavily on institutional preparation and the necessary alignment of stakeholders. This research focuses on evaluating the specific pre-implementation barriers to formalizing groundwater trading within the acutely over-exploited Boshruyeh Plain, Iran. Using a mixed-methods design with input from 109 local stakeholders, the findings expose serious institutional deficits that actively prevent the market's formal establishment. Infrastructure adequacy was perceived as statistically insufficient (mean &lt; 2.11, 95% CI below neutral), alongside significant variance in water availability (40% deficit vs. 30% surplus), which maintains an active informal market. Spearman correlations aligned with theoretical expectations: a lower perceived efficacy of law strongly correlates with increased informal trading (p &lt; 0.05). Nevertheless, the analysis revealed a critical policy misalignment: while experts stress the importance of social acceptance and comprehensive monitoring, farmers prioritize overcoming specific technical and legal obstacles, a clear institutional blind spot. The K-Means clustering successfully identified three separate expert archetypes: "Pessimists", "Optimists", and "Proponents". These groups collectively reflect a profound fragmentation residing within the governing body itself. Successfully transitioning from the current informal system to a formalized one requires a dual, strategic approach: first, substantial investment must be made in robust monitoring infrastructure to rebuild trust and operational capability; second, the immediate enactment of adaptive legal frameworks is essential to harmonize widely varied stakeholder interests. Ultimately, the long-term sustainability of effective groundwater governance will pivot on successfully reconciling necessary institutional coherence with essential market efficiency. This finding provides a critical, transferable policy lesson for other arid regions: technical and legal trust-building is the non-negotiable prerequisite for a successful transition from informal to formal markets.
DOI: 10.15468/dl.b3y6e9
title: Occurrence Download

description: A dataset containing 14582 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pudu puda"
 ]
}

 The dataset includes 14582 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006474-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ap2vdx
title: Occurrence Download

description: A dataset containing 14582 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pudu puda"
 ]
}

 The dataset includes 14582 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006477-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6km92
title: Occurrence Download

description: A dataset containing 18265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, North America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nyssa"
 ]
}

 The dataset includes 18265 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006476-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6z8fr
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceroxylon sasaimae"
 ]
}

 The dataset includes 178 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006478-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z29z2
title: Occurrence Download

description: A dataset containing 87519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magnoliopsida",
 "Country is Morocco",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 87519 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006463-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9zka2
title: Occurrence Download

description: A dataset containing 1015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Puerto Rico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Patagioenas inornata"
 ]
}

 The dataset includes 1015 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006480-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqc9t3
title: Occurrence Download

description: A dataset containing 506164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence, Observation, Material sample, Material citation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Culex Linnaeus, 1758"
 ]
}

 The dataset includes 506164 records from 424 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142663-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8tz2b
title: Occurrence Download

description: A dataset containing 9912085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Month is one of (April, May, June, July, August, September, October)",
 "TaxonKey is Hirundo rustica Linnaeus, 1758",
 "Year 2013-2023"
 ]
}

 The dataset includes 9912085 records from 3458 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058766-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.