cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kb7agu
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichoglottis subviolacea (Llanos) Merr."
 ]
}

 The dataset includes 71 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129783-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyphdh
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is 217880"
 ]
}

 The dataset includes 110 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121545-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rm7mpw
title: Occurrence Download

description: A dataset containing 31937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-95.45471 18.69829,-95.86121 18.52128,-95.89417 18.22935,-95.68542 17.98918,-95.38879 17.98918,-94.96033 18.11453,-94.60876 18.4275,-95.45471 18.69829))",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31937 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008169-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2g8e6
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euonymus benguetensis Merr."
 ]
}

 The dataset includes 28 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042569-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ta82f4
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persea odoratissima (Nees) Kosterm."
 ]
}

 The dataset includes 133 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098847-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzerx0
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-128.44458 17.02944,-43.55542 17.02944,-43.55542 50.97056,-128.44458 50.97056,-128.44458 17.02944))",
 "HasCoordinate is true",
 "TaxonKey is Nicrophorus americanus A.G.Olivier, 1790",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 228 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008169-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yw7nzh
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euonymus bullatus Wall. ex M.A.Lawson"
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042586-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6w3m6b
title: Occurrence Download

description: A dataset containing 3869 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rostellularia adscendens (R.Br.) R.Barker"
 ]
}

 The dataset includes 3869 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117089-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yq5gwj
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachyteles arachnoides (É.Geoffroy Saint-Hilaire, 1806)"
 ]
}

 The dataset includes 108 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008169-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66y3hg
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euonymus boninensis Koidz."
 ]
}

 The dataset includes 171 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042581-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n59g5a
title: Occurrence Download

description: A dataset containing 449597 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-15.9082 34.36523,70.22461 34.36523,70.22461 72.1582,-15.9082 72.1582,-15.9082 34.36523))",
 "TaxonKey is Ochlodes sylvanus (Esper, 1777)"
 ]
}

 The dataset includes 449597 records from 549 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121540-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3pm4w
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Elaphe quatuorlineata Lacepede, 1789"
 ]
}

 The dataset includes 742 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090814-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydungu
title: Occurrence Download

description: A dataset containing 1086056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achillea millefolium L., Artemisia douglasiana Besser, Astragalus brauntonii Parish, Astragalus trichopodus (Nutt.) A.Gray, Baccharis pilularis DC., Baccharis salicifolia (Ruiz & Pav.) Pers., Bloomeria crocea (Torr.) Coville, Calochortus catalinae S.Watson, Cryptantha intermedia (A.Gray) Greene, Deinandra fasciculata (DC.) Greene, Diplacus longiflorus Nutt., Ehrendorferia ochroleuca (Engelm.) T.Fukuhara, Elymus glaucus Buckley, Epilobium canum (Greene) P.H.Raven, Ericameria palmeri (A.Gray) H.M.Hall, Eriogonum cinereum Benth., Eriogonum fasciculatum Benth., Eriophyllum confertiflorum (DC.) A.Gray, Eschscholzia caespitosa Benth., Fraxinus dipetala Hook. & Arn., Hesperoyucca whipplei (Torr.) Trel., Heteromeles arbutifolia (Lindl.) M.Roem., Isocoma menziesii (Hook. & Arn.) G.L.Nesom, Juncus patens E.Mey., Keckiella cordifolia (Benth.) Straw, Lasthenia californica DC. ex Lindl., Lonicera subspicata Hook. & Arn., Malacothrix saxatilis (Nutt.) Torr. & A.Gray, Muhlenbergia rigens (Benth.) Hitchc., Penstemon centranthifolius (Benth.) Benth., Penstemon spectabilis Thurb. ex Torr. & A.Gray, Phacelia grandiflora (Benth.) A.Gray, Rosa californica Cham. & Schltdl., Salvia leucophylla Greene, Salvia mellifera Greene, Salvia spathacea Greene, Solanum douglasii Dunal, Stachys bullata Benth.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1086056 records from 1428 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171966-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6w3ug
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ageratum microcarpum (Benth. ex Oerst.) Hemsl."
 ]
}

 The dataset includes 159 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138659-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwgd9h
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia talbotii S.Moore"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090848-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uknjfe
title: Occurrence Download

description: A dataset containing 27975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "TaxonKey is Mammalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27975 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016476-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tevpdm
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Hyla euphorbiacea Günther, 1858",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 34 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018962-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wazbfr
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex cretica Gradst. & J.Kern"
 ]
}

 The dataset includes 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090843-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y138ep
title: Occurrence Download

description: A dataset containing 18207 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Year 1840-2018",
 "HasCoordinate is true",
 "TaxonKey is Balaenoptera physalus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18207 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016477-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayecsa
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Ateles fusciceps Gray, 1866",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016477-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbnmph
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hermannia vestita Thunb."
 ]
}

 The dataset includes 119 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020617-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4d8jy
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fish communities of subtropical seagrass meadows and associated habitats in Shark Bay, Western Australia: Fishes Checklist"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019194-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey3x8h
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Oreamnos"
 ]
}

 The dataset includes 229 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019195-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qw8nb3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scorpiurus aenescens",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019197-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17605529
title: Data for "MultiCell: geometric learning in multicellular development"

description: This dataset contains four segmented Drosophila whole embryos during gastrulation.
DOI: 10.5281/zenodo.17605530
title: Data for "MultiCell: geometric learning in multicellular development"

description: This dataset contains four segmented Drosophila whole embryos during gastrulation.
DOI: 10.5281/zenodo.17772231
title: Corpus Anotado de Convênios do Diário Oficial da União Brasileiro(1996-2022)

description: Este repositório contém o corpus anotado utilizado na dissertação de mestrado EUTINO JUNIOR VIEIRA SIRQUEIRA, referente à extração de informações em atos oficiais brasileiros. O corpus é composto por 192.900 excertos textuais provenientes do Diário Oficial da União (DOU), abrangendo o período de 1996 a 2022.

Metodologia de Construção: A partir de um universo inicial de 554.101 convênios, foram filtrados 71.287 convênios que geraram as publicações aqui presentes. O dataset foi processado e salvo em formato binário .spacy, ideal para treinamento de modelos de NLP com a biblioteca spaCy.

Organização: Para garantir reprodutibilidade experimental, os 1.930 arquivos originais (contendo 100 documentos cada) foram segregados aleatoriamente na proporção 70/30:





Treino (70%): Utilizado para o ajuste de pesos dos modelos (arquivos train*.spacy).




Teste (30%): Utilizado exclusivamente para avaliação final de performance (arquivos train*.spacy segregados).
description: DESCRIÇÃO:Este dataset contém 192.900 publicações textuais de atos oficiais (extratos de convênios), anotadas para tarefas de Reconhecimento de Entidades Nomeadas (NER). Os dados foram coletados a partir de um universo de 554.101 convênios firmados entre 1996 e 2022, resultando em publicações provenientes de 71.287 convênios distintos.

ESTRUTURA DOS ARQUIVOS:O corpus está dividido em formato binário do spaCy (.spacy), totalizando 1.930 arquivos. Cada arquivo contém, em média, 100 documentos anotados.Os dados foram divididos aleatoriamente (seed=42) em dois subconjuntos para experimentos de Machine Learning:

1. corpus_treino_70.zip: Contém 70% dos dados (aprox. 1.351 arquivos) destinados ao treinamento de modelos.2. corpus_teste_30.zip: Contém 30% dos dados (aprox. 579 arquivos) destinados à avaliação e teste (hold-out).

FORMATO:- .spacy (Binário DocBin da biblioteca spaCy)

ESTATÍSTICAS GERAIS:- Total de Publicações: 192.900- Média de publicações por convênio: 2,7- Período de abrangência: 1996 a 2022

COMO CITAR:DOI: 10.5281/zenodo.17772232
DOI: 10.5281/zenodo.17772232
title: Corpus Anotado de Convênios do Diário Oficial da União Brasileiro(1996-2022)

description: Este repositório contém o corpus anotado utilizado na dissertação de mestrado EUTINO JUNIOR VIEIRA SIRQUEIRA, referente à extração de informações em atos oficiais brasileiros. O corpus é composto por 192.900 excertos textuais provenientes do Diário Oficial da União (DOU), abrangendo o período de 1996 a 2022.

Metodologia de Construção: A partir de um universo inicial de 554.101 convênios, foram filtrados 71.287 convênios que geraram as publicações aqui presentes. O dataset foi processado e salvo em formato binário .spacy, ideal para treinamento de modelos de NLP com a biblioteca spaCy.

Organização: Para garantir reprodutibilidade experimental, os 1.930 arquivos originais (contendo 100 documentos cada) foram segregados aleatoriamente na proporção 70/30:





Treino (70%): Utilizado para o ajuste de pesos dos modelos (arquivos train*.spacy).




Teste (30%): Utilizado exclusivamente para avaliação final de performance (arquivos train*.spacy segregados).
description: DESCRIÇÃO:Este dataset contém 192.900 publicações textuais de atos oficiais (extratos de convênios), anotadas para tarefas de Reconhecimento de Entidades Nomeadas (NER). Os dados foram coletados a partir de um universo de 554.101 convênios firmados entre 1996 e 2022, resultando em publicações provenientes de 71.287 convênios distintos.

ESTRUTURA DOS ARQUIVOS:O corpus está dividido em formato binário do spaCy (.spacy), totalizando 1.930 arquivos. Cada arquivo contém, em média, 100 documentos anotados.Os dados foram divididos aleatoriamente (seed=42) em dois subconjuntos para experimentos de Machine Learning:

1. corpus_treino_70.zip: Contém 70% dos dados (aprox. 1.351 arquivos) destinados ao treinamento de modelos.2. corpus_teste_30.zip: Contém 30% dos dados (aprox. 579 arquivos) destinados à avaliação e teste (hold-out).

FORMATO:- .spacy (Binário DocBin da biblioteca spaCy)

ESTATÍSTICAS GERAIS:- Total de Publicações: 192.900- Média de publicações por convênio: 2,7- Período de abrangência: 1996 a 2022

COMO CITAR:DOI: 10.5281/zenodo.17772232
DOI: 10.15468/dl.94ntrs
title: Occurrence Download

description: A dataset containing 1187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Byasa alcinous"
 ]
}

 The dataset includes 1187 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019198-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52a7gg
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scorpiurus aramoana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019199-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmtam3
title: Occurrence Download

description: A dataset containing 490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Papilio memnon"
 ]
}

 The dataset includes 490 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019200-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/smjh-5s73
title: Data from JWST/NIRCam and NIRSpec
DOI: 10.15468/dl.dzkqt5
title: Occurrence Download

description: A dataset containing 8111996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 8111996 records from 5226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019171-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gysfay
title: Occurrence Download

description: A dataset containing 2097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Melaleuca quinquenervia (Cav.) S.T.Blake"
 ]
}

 The dataset includes 2097 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022786-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axd3vy
title: Occurrence Download

description: A dataset containing 878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Uganda",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coptodon zillii (Gervais, 1848)"
 ]
}

 The dataset includes 878 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012144-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q79579
title: Occurrence Download

description: A dataset containing 1092 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciurus alleni Nelson, 1898"
 ]
}

 The dataset includes 1092 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012145-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbwe4c
title: Occurrence Download

description: A dataset containing 552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Ficus ottoniifolia (Miq.) Miq.",
 "Continent is Africa"
 ]
}

 The dataset includes 552 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012146-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fgs2f
title: Occurrence Download

description: A dataset containing 176544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (COL.17_2, COL.32_2, COL.21_2)",
 "TaxonKey is one of (Magnoliopsida, Liliopsida)"
 ]
}

 The dataset includes 176544 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012136-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.