cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0156101.10fu
title: SH0156101.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.3scb4y
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-71.0158055999999931 42.2903406000000004, -71.0158055999999931 42.2907098199999965, -71.0158055999999931 42.2913374899999965, -71.0158055999999931 42.2921867000000020, -71.0158055999999931 42.2927036099999967, -71.0158055999999931 42.2934420500000030, -71.0158055999999931 42.2940327999999965, -71.0148817200000053 42.2940327999999965, -71.0140686799999941 42.2940327999999965, -71.0130339100000043 42.2940327999999965, -71.0123686900000024 42.2940327999999965, -71.0111860899999954 42.2940327999999965, -71.0104469599999959 42.2940327999999965, -71.0095969599999961 42.2940327999999965, -71.0090426200000024 42.2940327999999965, -71.0080447999999933 42.2940327999999965, -71.0073795800000056 42.2940327999999965, -71.0067144000000070 42.2940327999999965, -71.0067144000000070 42.2932943599999973, -71.0067144000000070 42.2923713100000001, -71.0067144000000070 42.2918543999999983, -71.0067144000000070 42.2913374899999965, -71.0067144000000070 42.2907836600000024, -71.0067144000000070 42.2903406000000004, -71.0071947999999935 42.2903406000000004, -71.0081926200000026 42.2903406000000004, -71.0089686999999969 42.2903406000000004, -71.0100034799999946 42.2903406000000004, -71.0106317399999938 42.2903406000000004, -71.0112969599999957 42.2903406000000004, -71.0120730400000042 42.2903406000000004, -71.0127752100000009 42.2903406000000004, -71.0136252100000007 42.2903406000000004, -71.0141795499999944 42.2903406000000004, -71.0151773799999972 42.2903406000000004, -71.0158055999999931 42.2903406000000004))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098059-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbdzs7
title: Occurrence Download

description: A dataset containing 6942 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schistosoma haematobium (Bilharz, 1852) Weinland, 1858"
 ]
}

 The dataset includes 6942 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142015-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yh39nj
title: Occurrence Download

description: A dataset containing 1960 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zanthoxylum ailanthoides Siebold & Zucc."
 ]
}

 The dataset includes 1960 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247325-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzh4e9
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helleborus foetidus subsp. balearicus (L.Chodat) Romo"
 ]
}

 The dataset includes 16 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066047-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wakvnq
title: Occurrence Download

description: A dataset containing 455 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Romerolagus diazi (Ferrari-Pérez, 1893)"
 ]
}

 The dataset includes 455 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165220-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uacdpu
title: Occurrence Download

description: A dataset containing 1059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathyarca pectunculoides (Scacchi, 1835)",
 "Geometry Polygon ((-0.81872320224334705 81.71335986952006181, 15.11673521981012946 82.94093416616939862, 55.03837845422534514 82.93072605576169565, 68.89890739424060939 82.76538423844311865, 68.23492995998834942 76.91672887805012238, 66.65798355363932615 76.41899886398434205, 58.35826562548645313 75.2830057792397298, 53.62742640643935488 72.27604926014167575, 56.51370019053020144 70.7184319212233703, 61.20731985535795161 69.33373585697623298, 61.03848461561595684 68.59378701793275468, 59.48520040998950265 68.17044220597425408, 56.31109790283980487 68.39555084581948563, 54.55521140952295411 67.98114593841629016, 51.6512452859604565 68.17044220597425408, 48.65267784747624091 67.02924254972219842, 40.94483653932162071 65.40948750740305684, 40.32919426231246263 64.38453675707305024, 38.06363068291878449 63.85719999959601267, 35.45330742839996674 63.59523518951031207, 32.17809051471124349 66.47463978769231119, 31.61169961986282928 67.35413577830914278, 38.21138482940098413 66.43524838936303922, 40.30456857123208891 66.65113196644773552, 40.03368596934806334 67.62779915964847532, 34.17277149222090316 68.8963607305246768, 27.46509718561969038 69.94367113526196533, 23.20588516082897712 69.84830520059951198, 19.77835359058319753 69.06055172175248913, 14.73786598728060149 67.08356056086624619, 12.041205119513684 67.75195906073822982, 8.34509648852492347 77.01326974603688313, -0.81872320224334705 \n 81.71335986952006181))",
 {
 "and" : [
 "Year is greater than 2000",
 "Year is less than or equal to 2010"
 ]
 }
 ]
}

 The dataset includes 1059 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159048-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ucd2p
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamprotula coreana (Martens, 1886)"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247320-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ufbcr
title: Occurrence Download

description: A dataset containing 251855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex sylvatica Huds.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 251855 records from 811 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098051-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rurh43
title: Occurrence Download

description: A dataset containing 583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mecoptera",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 583 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260582-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6tmny
title: Occurrence Download

description: A dataset containing 1087 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 Echinops exaltatus Schrad."
 ]
}

 The dataset includes 1087 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050379-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpkmnk
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spatalia plusiotis (Oberthür, 1880)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 51 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130281-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.14351
title: An Interview About The Distribution of Labour Force (NCAC_RDD_TAPE_0414A_B)

description: Bad quality of audio


 Distribution of labour force within one household
 Marriage procedures


<em><sup>Alternative names: Susso, Suso, Bakarinding, Sidibeh, Bakary, Bakari, Bakery, Kebba</sup></em>
description: Published by NCAC - National Digital Archive of The Gambia, initiated by University of Hamburg, Asia-Africa-Institute, Germany, funded by Gerda Henkel Foundation, Germany
DOI: 10.25592/uhhfdm.14352
title: An Interview About The Distribution of Labour Force (NCAC_RDD_TAPE_0414A_B)

description: Bad quality of audio


 Distribution of labour force within one household
 Marriage procedures


<em><sup>Alternative names: Susso, Suso, Bakarinding, Sidibeh, Bakary, Bakari, Bakery, Kebba</sup></em>
description: Published by NCAC - National Digital Archive of The Gambia, initiated by University of Hamburg, Asia-Africa-Institute, Germany, funded by Gerda Henkel Foundation, Germany
DOI: 10.15468/dl.pxc47b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Loboplusia coreana sp. nov. from South Korea, only the second species of a genus originally described from Costa Rica (Diptera: Cecidomyiidae, Winnertziinae)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247319-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3yw4k8
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-71.0316724000000050 42.2546024000000031, -71.0316724000000050 42.2558798000000024, -71.0316724000000050 42.2567484300000018, -71.0316724000000050 42.2578214500000016, -71.0316724000000050 42.2583835000000008, -71.0316724000000050 42.2597120000000004, -71.0308532899999960 42.2597120000000004, -71.0295732600000065 42.2597120000000004, -71.0283956399999994 42.2597120000000004, -71.0274228199999982 42.2597120000000004, -71.0259381000000047 42.2597120000000004, -71.0259381000000047 42.2586389800000006, -71.0259381000000047 42.2579747400000016, -71.0259381000000047 42.2573104900000018, -71.0259381000000047 42.2565951400000017, -71.0259381000000047 42.2555732200000023, -71.0259381000000047 42.2546024000000031, -71.0269108100000039 42.2546024000000031, -71.0275764299999963 42.2546024000000031, -71.0285492499999975 42.2546024000000031, -71.0299828699999978 42.2546024000000031, -71.0309044899999975 42.2546024000000031, -71.0316724000000050 42.2546024000000031))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098078-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uagd9g
title: Occurrence Download

description: A dataset containing 107996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sambucus racemosa L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Geometry POLYGON((-11 34, 41 34, 41 72, -11 72, -11 34))",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Issue is not null"
 ]
}

 The dataset includes 107996 records from 466 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159053-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6b5gm9
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acrocephalus dumetorum Blyth, 1849",
 "HasCoordinate is true",
 "Country is Norway",
 "DatasetKey is Norwegian Species Observation Service",
 "Year is 1993",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252825-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cj2bv9
title: Occurrence Download

description: A dataset containing 4403 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus dentata Thunb."
 ]
}

 The dataset includes 4403 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165227-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/wdbvfwo4
title: BIOS dataset

description: The BIOS dataset is a biography classification dataset with 28 profession classes and 4 intersectional demographic groups (male-wealthy, male-rest, female-wealthy, female-rest).
DOI: 10.57702/8spl3dqf
title: Dataset for Symbolic Integration

description: The dataset generated by the FWD, BWD, and IBP methods.
DOI: 10.57702/jjhdfmgu
title: Reward-Sharing Relational Networks in Multi-Agent Reinforcement Learning

description: Reward-Sharing Relational Networks in Multi-Agent Reinforcement Learning as a Framework for Emergent Behavior
DOI: 10.57702/xvjriff7
title: Flare Spot Artifact Detection and Removal Dataset

description: A dataset of 405 natural images with a minimum of one flare spot artifact, captured by different cameras with different technical specifications.
DOI: 10.5281/zenodo.18163207
title: Genomic Sequences and Ecological Data for Arisaema Species on Shikoku Island, Japan

description: The data deposited here support the analyses presented in:

Scholten, J. & Specht, C.D. 2026. Does Size Matter? The integrated roles of light, adaptive sex expression, and hybridization in a widespread Arisaema (Araceae) species from western Japan. Plant Ecology and Evolution 159. 

The repository includes (1) a complete data matrix used in the logistic regression analyses, containing individual-level measurements of sex expression, plant height, pseudostem diameter, light intensity, and species identity; (2) raw illumina sequence data collected for each individual included in the molecular analyses; and (3) the filtered VCF file generated from genotyping-by-sequencing, retaining both homozygous and heterozygous genotypes and used for phylogenetic reconstruction and exploratory introgression analyses (D-statistics and f-branch). Together, these files allow full reproducibility of the ecological, statistical, and genomic components of the study and provide a foundation for reanalysis or comparative work on sex expression plasticity and hybridization in forest understory plants.

NOTE: For raw sequence data, file names follow the naming scheme below:

SPECIES_ACCESSION_SEQUENCE-DIRECTION (1=forward; 2=reverse).fq.gz

GF = green form; RF = red form.
DOI: 10.5281/zenodo.18163208
title: Genomic Sequences and Ecological Data for Arisaema Species on Shikoku Island, Japan

description: The data deposited here support the analyses presented in:

Scholten, J. & Specht, C.D. 2026. Does Size Matter? The integrated roles of light, adaptive sex expression, and hybridization in a widespread Arisaema (Araceae) species from western Japan. Plant Ecology and Evolution 159. 

The repository includes (1) a complete data matrix used in the logistic regression analyses, containing individual-level measurements of sex expression, plant height, pseudostem diameter, light intensity, and species identity; (2) raw illumina sequence data collected for each individual included in the molecular analyses; and (3) the filtered VCF file generated from genotyping-by-sequencing, retaining both homozygous and heterozygous genotypes and used for phylogenetic reconstruction and exploratory introgression analyses (D-statistics and f-branch). Together, these files allow full reproducibility of the ecological, statistical, and genomic components of the study and provide a foundation for reanalysis or comparative work on sex expression plasticity and hybridization in forest understory plants.

NOTE: For raw sequence data, file names follow the naming scheme below:

SPECIES_ACCESSION_SEQUENCE-DIRECTION (1=forward; 2=reverse).fq.gz

GF = green form; RF = red form.
DOI: 10.57702/1se39xj9
title: Chess Games Dataset

description: A dataset of 1209 head-to-head games of chess players, used to illustrate the viability of giving lower-rated players the opportunity to progress and challenge higher-rated players.
DOI: 10.57702/4arbxng0
title: CODE-NN

description: A dataset for automatically generating summary comments for Java methods.
DOI: 10.57702/k20gjmh3
title: Multi-shell Human Dataset

description: A dataset for testing the proposed method for sparse spherical deconvolution.
DOI: 10.57702/3c575tdu
title: Causal inference and the data-fusion problem

description: The dataset used in the paper is a causal graph dataset.
DOI: 10.57702/vifut2p1
title: Teaching the machine to explain itself using domain knowledge

description: ConceptDistil is a method to bring concept explanations to any black-box classiﬁer using knowledge distillation.
DOI: 10.57702/vylpc40o
title: Observable-AE

description: Sample codes for training the present models
DOI: 10.57702/2hhxgxjn
title: Few-Shot Class-Incremental Learning

description: Few-Shot Class-Incremental Learning (FSCIL) is a special case of Class-Incremental Learning (CIL), where only a few training examples are available at every learning session.
DOI: 10.57702/xdw4epo0
title: Driving Data

description: The dataset used in the paper is a collection of over 1100 miles of driving data, including relative distance, relative speed, subject vehicle speed, and subject vehicle acceleration.
DOI: 10.57702/pyvzbd8t
title: EMNIST Balanced

description: The EMNIST Balanced dataset is a large collection of images of handwritten characters.
DOI: 10.57702/vjn2ki0t
title: Forgetting in Answer Set Programming

description: The dataset used in the paper is a set of answer set programs and their corresponding V-HT-models.
DOI: 10.57702/9v6w9xqm
title: Human Stature data set

description: The Human Stature data set is a classic historical data set collected by the statistician Francis Galton.
DOI: 10.57702/06p8cywo
title: Adjusting for Nonignorable Drop-out Using Semiparametric Nonresponse Models

description: The paper discusses the doubly robust estimator for missing data and causal inference models.
DOI: 10.57702/tbru0yg4
title: Totalsegmentator

description: Robust segmentation of 104 anatomical structures in CT images.
DOI: 10.57702/7mnklby4
title: H-1B Visa Applications Record Dataset

description: The H-1B Visa Applications Record Dataset is a collection of over 3 million H-1B Visa applications that were filed in the United States of America during the time period of 2011-2016.
DOI: 10.57702/1vmhcl9g
title: SUN-RGBD

description: The dataset is used for indoor scene understanding and contains RGB and depth images.
DOI: 10.57702/32iyy9cr
title: Versal VCK190 ACAP

description: The dataset used in the paper is the Versal VCK190 ACAP, which is a heterogeneous architecture containing a dual-core ARM Cortex-A72 processor, a dual-core ARM Cortex-R5F processor, 1,968 DSPs, a customizable FPGA, and 400 standalone AIE tiles.
DOI: 10.57702/dk8qd1k5
title: Nighttime Light Imagery

description: Nighttime light imagery dataset used for poverty prediction.
DOI: 10.57702/322q6c9g
title: DAVIS Challenge 2018

description: The DAVIS Challenge 2018 benchmark is a dataset for video object segmentation.
DOI: 10.57702/7w2swcut
title: VisTex

description: VisTex dataset contains color texture images, representative of real world conditions.
DOI: 10.15468/dl.hg3yrr
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia stenoclada subsp. ambatofinandranae (Leandri) Cremers"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010755-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wv34hk
title: Occurrence Download

description: A dataset containing 90632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amelanchier ovalis Medik.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 90632 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300178-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-05.3129152/2368423
title: Data for EMSL Project 61050 from May 2024
DOI: 10.15468/dl.43isms
title: Occurrence Download

description: A dataset containing 326 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myotis oxyotus (Peters, 1867)"
 ]
}

 The dataset includes 326 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002640-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2xhuh
title: Occurrence Download

description: A dataset containing 24016 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lymantria dispar Linnaeus, 1758"
 ]
}

 The dataset includes 24016 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244974-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.