cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.s74cs7
title: Occurrence Download

description: A dataset containing 231047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 231047 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035469-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.71cs5z
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-58.02429 -26.51282,-58.02429 -14.48718,-27.97571 -14.48718,-27.97571 -26.51282,-58.02429 -26.51282))",
 "HasCoordinate is true",
 "TaxonKey is Trichomycterus immaculatus (Eigenmann & Eigenmann, 1889)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026353-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgnlxl
title: Occurrence Download

description: A dataset containing 711903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DecimalLatitude is greater than 75"
 ]
}

 The dataset includes 711903 records from 873 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041404-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9kwsb4
title: Occurrence Download

description: A dataset containing 9877621 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Ecuador"
 ]
}

 The dataset includes 9877621 records from 2100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035454-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4sp2n
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Dasyloricaria latiura (Eigenmann & Vance, 1912)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034685-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5cpkb
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Kuwait",
 "Country is Saudi Arabia"
 ]
 },
 "TaxonKey is Lepidium sativum L."
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002268-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gespmb
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleurothallis hippocrepica Luer & R.Escobar"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191367-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7duenh
title: Occurrence Download

description: A dataset containing 4332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((17.41402 -29.78943,17.81776 -29.78943,17.81776 -29.43375,17.41402 -29.43375,17.41402 -29.78943))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4332 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063181-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsr5wr
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mantodea",
 "OccurrenceStatus is Present",
 "DecimalLatitude is less than or equal to 44.5299",
 "DecimalLongitude is less than or equal to 124.8143",
 "DecimalLatitude is greater than or equal to 34.5299",
 "DecimalLongitude is greater than or equal to 114.8143"
 ]
}

 The dataset includes 292 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010377-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8kylk
title: Occurrence Download

description: A dataset containing 556 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bodianus diplotaenia (Gill, 1862)"
 ]
}

 The dataset includes 556 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002269-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wsb2k
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Daphnia magna Straus, 1820",
 "Year 2006-2010"
 ]
}

 The dataset includes 162 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056045-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48npdm
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hexisea imbricata (Lindl.) Rchb.f."
 ]
}

 The dataset includes 151 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034686-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4tamp
title: Occurrence Download

description: A dataset containing 2702 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha curcas L."
 ]
}

 The dataset includes 2702 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002269-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unqjut
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium woronowii Miscz. ex Grossh."
 ]
}

 The dataset includes 53 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000147-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqjkf8
title: Occurrence Download

description: A dataset containing 219543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "Country is United States of America",
 "TaxonKey is Emberizidae",
 "Year 2009-2021"
 ]
}

 The dataset includes 219543 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058280-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3dzmx
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galeandra Lindl.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 351 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002269-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crnf27
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Baphia dubia De Wild."
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037017-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzrvq4
title: Occurrence Download

description: A dataset listing the 14232 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 14232 records were derived from 221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063178-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrkl2h
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Didymeles Thouars",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 168 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002269-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kctj3c
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dynastes satanas Moser, 1909"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077224-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m4vb6
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Geometry POLYGON((-16.90698 35.13410,4.90698 35.13410,4.90698 43.86590,-16.90698 43.86590,-16.90698 35.13410))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cataglyphis hispanicus (Emery, 1906)"
 ]
}

 The dataset includes 133 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191369-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c3dw2
title: Occurrence Download

description: A dataset listing the 303165 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Coleoptera"
 ]
}

 The dataset's 303165 records were derived from 8016 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014833-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2svlw2
title: Occurrence Download

description: A dataset containing 3126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Picea mariana (Mill.) Britton et al."
 ]
}

 The dataset includes 3126 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014337-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyxqke
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Drymoluber dichrous (Peters, 1863)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007616-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v72ujw
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Encephalartos msinganus Vorster",
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027327-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtz5rj
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Scaphiopus couchii Baird, 1854",
 "Year 2000-2021"
 ]
}

 The dataset includes 604 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017008-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdwtox
title: Occurrence Download

description: A dataset containing 3711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Momotus mexicanus Swainson, 1827",
 "Country is Mexico",
 "Geometry POLYGON((-127.40 5.07,-127.40 37.22,-72.29 37.22,-72.29 5.07,-127.40 5.07))"
 ]
}

 The dataset includes 3711 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014344-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgand6
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Podocnemis sextuberculata Cornalia, 1849)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 57 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054887-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2x5pc7
title: Occurrence Download

description: A dataset containing 16512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus nigra J.F.Arnold",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-18.64 32.01,-18.64 45.60,8.92 45.60,8.92 32.01,-18.64 32.01))",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 }
 ]
}

 The dataset includes 16512 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014350-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxew3s
title: Occurrence Download

description: A dataset containing 3774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus pinaster Aiton",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-13.71 32.00,-13.71 45.59,13.84 45.59,13.84 32.00,-13.71 32.00))",
 {
 "or" : [
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample"
 ]
 }
 ]
}

 The dataset includes 3774 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014356-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7t2ej
title: Occurrence Download

description: A dataset containing 142304 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abies alba (Castigl.) Michx., Abies alba Mill., Abies alba × concolor, Abies alba x concolor, Abies alba x Abies nordmanniana)"
 ]
}

 The dataset includes 142304 records from 433 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021055-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhph28
title: Occurrence Download

description: A dataset containing 102939 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linaria repens"
 ]
}

 The dataset includes 102939 records from 1249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045159-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbna5a
title: Occurrence Download

description: A dataset containing 519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asparagus striatus",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 519 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045225-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17084871
title: SkeltyMLOps: Orchestrating Collaborative MLOps Activities

description: This repo includes the data and appendix for our Systematic Literature Review (SLR), so readers can easily reproduce the results from our paper, “SkeltyMLOps: Orchestrating Collaborative MLOps Activities,” presented at MLOps25, the Workshop on Machine Learning Operations co-located with ECAI 2025.

What’s inside:





ECAI Replication Package.xlsx: an Excel workbook with 11 sheets covering search results (initial paper list), backward/forward snowballing, data extraction, data synthesis, and LLM/prompt outputs.




Appendix - References.pdf: the full list of papers included in the SLR.
DOI: 10.15468/dl.h7kt9d
title: Occurrence Download

description: A dataset containing 8699 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepidiastrum denticulatum"
 ]
}

 The dataset includes 8699 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045227-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17084999
title: Cells Viability Test
DOI: 10.5281/zenodo.17084998
title: Cells Viability Test
DOI: 10.15468/dl.9arqrd
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Astroides calycularis"
 ]
}

 The dataset includes 252 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045228-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9qdhd
title: Occurrence Download

description: A dataset containing 3047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rosa multiflora"
 ]
}

 The dataset includes 3047 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045230-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16754572
title: GENPOL project. Political participation of women in politics. Individual data from five waves. CODEBOOK

description: CODEBOOK DOCUMENT. GENPOL studies the causes of the gender gap in politics, from a new perspective that builds on the research team’s previous projects. This new approach examines whether there are systematic differences in the ways women and men engage with politics, and seeks to explain those differences. As part of the systematic study of women's participation in politics, we have collected individual-level data through an online panel.  The survey asks the same participants at several points in time: 2020, 2021, 2022, 2023, and 2025. The questionnaires used over these five years combine the repetition of certain questions — allowing for comparisons and tracking changes over time — with the introduction of new questions that explore emerging topics. The surveys systematically track multiple dimensions of political participation, civic engagement, attitudes, and personal background characteristics, with some topics remaining constant over time and others evolving or being introduced in specific waves.At the core of each survey wave is a Political Participation Module, which collects information on respondents' involvement in different forms of political activity. This includes contacting politicians, collaborating with political parties and other organizations, signing petitions, participating in demonstrations, and engaging in political consumerism. Over time, some of these questions have been expanded with follow-up questions on the territorial level of some actions.In addition to national-level participation, the surveys capture a wide range of  local political engagement activities, such as attending town hall meetings, contacting local politicians, participating in activities organized by local councils, submitting complaints or suggestions, joining public consultations, and accessing municipal public information. Some waves further ask with which local services these participatory actions were related. Besides, there are questions on attitudes toward gender equality in various domains: children, work, and political leadership, electoral participation in national, regional, and local elections, civic associacionism, satisfaction with democracy and trust, media and information consumption, and political ideology among other topics.