cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7614685
title: Fine-Grained Font Groups and Transcriptions

description: This dataset, produced whithin the OCR-D project, is composed of transcriptions of early modern prints with multiple fonts. We provide it in two formats: text lines and full pages.

Content

lines.zip

This archive contains the transcribed text lines in the usual combination of pairs of images and text files. The images have been cropped but not otherwise processed (i.e., no binarization, size normalization, or any other modification).

Moreover, for each text line, there is an extra text file with the ".font" extension. It has the same number of characters as the transcription, and encodes the font group of each character ("a" for Antiqua, "b" for Bastarda, ...).

full_pages.zip

This archive contains the full size images used to produce lines.zip, as well as the ground truth produced with FRAT.

md.json

This file contains metadata, such as name of the books, place of production, date of production, ...

public_test_set.zip

This archive contains test text lines, without ground truth. You can evaluate your performance on these text lines with Codalab. We created one competition for methods trained on the provided data only, and another one for which there is no restriction on using extra-data. More information on the competition is available on its website, and in its publication:

van der Loop, Janne, et al. "ICDAR 2024 Competition on Multi Font Group Recognition and OCR." International Conference on Document Analysis and Recognition. Cham: Springer Nature Switzerland, 2024.
DOI: 10.15468/dl.h7a6xu
title: Occurrence Download

description: A dataset containing 40507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (March, April, May)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ardea alba Linnaeus, 1758",
 "Year 2010-2010"
 ]
}

 The dataset includes 40507 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003095-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13135/ela-322
title: Honours for Kalliteles of Kydantidai
DOI: 10.60656/717963a5825b47c0
title: Custom collection of model data from Palaiseau between 1 Jan 2001 and 24 Feb 2025
DOI: 10.15468/dl.pxs3pu
title: Occurrence Download

description: A dataset containing 128743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.12871 45.14925,5.15587 45.16916,5.16289 45.17733,5.18039 45.20563,5.17987 45.2266,5.17682 45.23516,5.16647 45.25358,5.15559 45.26705,5.12761 45.27715,5.10093 45.28,5.0626 45.27664,5.02579 45.25645,5.01221 45.2315,5.01302 45.21388,5.02214 45.18017,5.03782 45.15617,5.08192 45.14872,5.12871 45.14925))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 128743 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003084-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zx7by
title: Occurrence Download

description: A dataset containing 276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "Country is one of (Spain, Portugal)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dittrichia graveolens (L.) Greuter"
 ]
}

 The dataset includes 276 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003098-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1126696
title: Data from a Trial Trenching at Curzon Street Station Yard, Birmingham, West Midlands, 2019-2023 (HS2 Phase One)

description: This collection comprises of CAD, images, site record and spreadsheet data from archaeological trial trenching at the sites of former London and Birmingham Railway (L&BR) and the Grand Junction Railway (GJR) termini, and the later London and North Western Railway (L&NWR) goods station at Curzon Street Station, Birmingham, which will form part of the HS2 terminus at Curzon Street, Birmingham. The work was undertaken by MOLA-Headland Infrastructure (MHI) between 2019 and 2020.
DOI: 10.15468/dl.ngzv2g
title: Occurrence Download

description: A dataset containing 34754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "Geometry POLYGON((28.80012 -32.93503,67.19988 -32.93503,67.19988 -6.06497,28.80012 -6.06497,28.80012 -32.93503))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphorbiaceae"
 ]
}

 The dataset includes 34754 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003099-250221090833381/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.28468799
title: Sy_v3.anno.gff

description: Annotation file for tetraploid snow carp S. younghusbandi
DOI: 10.15468/dl.zetrt3
title: Occurrence Download

description: A dataset containing 2146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.45026 43.48443,3.51115 43.48443,3.51115 43.51727,3.45026 43.51727,3.45026 43.48443))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 2146 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003101-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwatz7
title: Occurrence Download

description: A dataset containing 1420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Pycnonotus jocosus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1420 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003102-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5svws
title: Occurrence Download

description: A dataset containing 32192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (June, July, August)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ardea alba Linnaeus, 1758",
 "Year 2010-2010"
 ]
}

 The dataset includes 32192 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003097-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/kvkwfl
title: Data for "Drivers of soil organic carbon stocks at village scale in a sub-humid region of Zimbabwe"

description: These are the raw data of the paper "Understanding drivers of soil organic carbon stocks at village scale in a sub-humid region of Zimbabwe” authored by Rumbidzai W. Nyawasha, Gatien N. Falconnier, Pierre Todoroff, Alexandre M.J.-C. Wadoux, Regis Chikowo, Adrien Coquereau, Louise Leroux, Camille Jahel, Marc Corbeels, Rémi Cardinael
DOI: 10.18112/openneuro.ds004199.v1.0.6
title: An open presurgery MRI dataset of people with epilepsy and focal cortical dysplasia type II
DOI: 10.15468/dl.523qeb
title: Occurrence Download

description: A dataset containing 4307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Macaroeris nidicolens (Walckenaer, 1802)"
 ]
}

 The dataset includes 4307 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003105-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25399/unisadata.28473125
title: Beliefs and ethical perceptions of book theft as predictors of bibliokleptomanism among library users

description: The study aimed at examining beliefs and ethical perceptions of book theft as predictors of bibliokleptomania among library users in Nigeria. Research methods. The survey, questionnaire, analysis and synthesis methods were used to carry out the research. Scientific novelty. The survey research of the correlational type was used for the study with population comprising of library users in Nigerian universities. This was drawn up in line with the objectives of the study. Three hundred and sixteen (316) copies of questionnaire were randomly administered to participants who utilize the library. Conclusions. Findings reveal that library users believe that it is wrong to take library books without permission and majority of the respondents also perceive that the cost of books was a barrier in accessing books. The analysis indicates a high level of consensus among library users in Nigeria that stealing books is ethically wrong. The majority opinion supports a positive ethical culture within the academic community. However, the presence of a minority with differing views suggests the potential benefit of targeted intervention programs, and the proposed policy implication underscores the importance of instituting measures to prevent and address book theft within academic library settings. The analysis highlights the connection between the perceived cost of books, financial challenges faced by library users, and the potential impact on library services, particularly in terms of book theft and missing books. It suggests that a significant portion of users may be deterred from accessing books due to cost, and this insight has broader implications for how libraries can enhance accessibility and address the financial constraints faced by their user community.<br>
DOI: 10.15468/dl.63r35y
title: Occurrence Download

description: A dataset containing 1444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Myiopsitta Bonaparte, 1854",
 "Year 1975-2005"
 ]
}

 The dataset includes 1444 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003106-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv7bfh
title: Occurrence Download

description: A dataset containing 58996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ardea alba Linnaeus, 1758",
 "Year 2010-2010"
 ]
}

 The dataset includes 58996 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003104-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7t6qc9
title: Occurrence Download

description: A dataset containing 1753 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is alien_flora_of_nepal_tuch"
 ]
}

 The dataset includes 1753 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060082-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ea9zn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cycas aculeata K.D.Hill & T.H.Nguyên"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016919-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ma3x3m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Soleella striiformis (Darker) Darker",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0394929-210914110416597/datasets/export for details.
DOI: 10.6084/m9.figshare.22822637
title: Capra_hircus

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822637.v2
title: Capra_hircus

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822637.v1
title: Capra_hircus

description: Gene, transcript and intron level classifications, by species
DOI: 10.15468/dl.yu2dpm
title: Occurrence Download

description: A dataset containing 15275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, United States of America)",
 "EventDate is greater than or equal to 2022-01-07",
 "EventDate is less than or equal to 2022-01-08",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 15275 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120606-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4zd8x
title: Occurrence Download

description: A dataset containing 6904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Curvularia Boedijn",
 "Year is greater than or equal to 1991"
 ]
}

 The dataset includes 6904 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060083-240506114902167/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.22822634
title: Cannabis_sativa_female

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822634.v1
title: Cannabis_sativa_female

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822634.v2
title: Cannabis_sativa_female

description: Gene, transcript and intron level classifications, by species
DOI: 10.15468/dl.y55fzf
title: Occurrence Download

description: A dataset containing 56748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Icterus pectoralis (Wagler, 1829))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 56748 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060035-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.db6ag8
title: Occurrence Download

description: A dataset containing 7155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 7155 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087557-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkvdrp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "TaxonKey is Sterna hirundinacea R.Lesson, 1831"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060084-240506114902167/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.22822631
title: Canis_lupus_familiaris

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822631.v1
title: Canis_lupus_familiaris

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822631.v2
title: Canis_lupus_familiaris

description: Gene, transcript and intron level classifications, by species
DOI: 10.15468/dl.48ugnr
title: Occurrence Download

description: A dataset containing 2092 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichonephila clavata (L.Koch, 1878)"
 ]
}

 The dataset includes 2092 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180952-210914110416597/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.22822628
title: Camelus_dromedarius

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822628.v2
title: Camelus_dromedarius

description: Gene, transcript and intron level classifications, by species
DOI: 10.15468/dl.e7bw9p
title: Occurrence Download

description: A dataset containing 3520 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Machilus japonica Siebold & Zucc."
 ]
}

 The dataset includes 3520 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029120-210914110416597/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.22822628.v1
title: Camelus_dromedarius

description: Gene, transcript and intron level classifications, by species
DOI: 10.15468/dl.vxrquz
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhododendron lapponicum (L.) Wahlenb.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is Russian Federation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 186 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060085-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xknhma
title: Occurrence Download

description: A dataset containing 7155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 7155 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087558-210914110416597/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.22822625
title: Callorhinchus_milii

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822625.v2
title: Callorhinchus_milii

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822625.v1
title: Callorhinchus_milii

description: Gene, transcript and intron level classifications, by species
DOI: 10.15468/dl.32b929
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hyla savignyi Audouin, 1827",
 "Year 1990-2021"
 ]
}

 The dataset includes 328 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088450-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw5whn
title: Occurrence Download

description: A dataset containing 64906 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambrosia artemisiifolia L."
 ]
}

 The dataset includes 64906 records from 627 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120599-210914110416597/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.22822622
title: Caenorhabditis_remanei

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822622.v1
title: Caenorhabditis_remanei

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822622.v2
title: Caenorhabditis_remanei

description: Gene, transcript and intron level classifications, by species
DOI: 10.15468/dl.zszyb9
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eugenia simii Dümmer"
 ]
}

 The dataset includes 37 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120602-210914110416597/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.22822613
title: Caenorhabditis_elegans

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822613.v2
title: Caenorhabditis_elegans

description: Gene, transcript and intron level classifications, by species
DOI: 10.15468/dl.bpw8ra
title: Occurrence Download

description: A dataset containing 57870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hyla arborea (Linnaeus, 1758)",
 "Year 1990-2021"
 ]
}

 The dataset includes 57870 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088452-210914110416597/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.22822613.v1
title: Caenorhabditis_elegans

description: Gene, transcript and intron level classifications, by species
DOI: 10.15468/dl.nm4tve
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample, Human Observation)",
 "TaxonKey is Rhinella hoogmoedi Caramaschi & Pombal, 2006"
 ]
}

 The dataset includes 116 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060086-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.