cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31249567.v5
title: <b>BBC Igbo–Pidgin Gold-Standard NLP Corpus</b>

description: This corpus is a high-quality, manually annotated collection of BBC Igbo and BBC Pidgin news article snippets, designed to support natural language processing research in West African languages. It includes 63 BBC Igbo snippets annotated for intent classification, content quality, and sentiment, alongside 63 BBC Igbo snippets for sentence segmentation. Additionally, it contains 91 BBC Pidgin snippets annotated for intent, quality, and sentiment, and 91 BBC Pidgin snippets annotated for Named Entity Recognition (NER).All annotations were produced by <b>Bytte AI</b> following consistent, task-specific guidelines and reflect real-world journalistic language. While these are representative samples rather than full datasets, they provide a reliable foundation for benchmarking, model training, and evaluation across multiple NLP tasks in low-resource African languages.
DOI: 10.6084/m9.figshare.31249567.v4
title: BBC Igbo–Pidgin Gold-Standard NLP Corpus

description: This corpus is a high-quality, manually annotated collection of BBC Igbo and BBC Pidgin news article snippets, designed to support natural language processing research in West African languages. It includes 63 BBC Igbo snippets annotated for intent classification, content quality, and sentiment, alongside 63 BBC Igbo snippets for sentence segmentation. Additionally, it contains 91 BBC Pidgin snippets annotated for intent, quality, and sentiment, and 91 BBC Pidgin snippets annotated for Named Entity Recognition (NER).All annotations were produced by <b>Bytte AI</b> following consistent, task-specific guidelines and reflect real-world journalistic language. While these are representative samples rather than full datasets, they provide a reliable foundation for benchmarking, model training, and evaluation across multiple NLP tasks in low-resource African languages.
DOI: 10.48544/694a4786-f91d-491b-95e1-55274787fdde
title: Trust as a key success factor of bottom-up energy transition; Lessons from Zoetermeer
DOI: 10.15468/dl.d5mgkg
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Pyrrhula erythaca"
 ]
}

 The dataset includes 108 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013544-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pczry7
title: Occurrence Download

description: A dataset containing 16428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chenopodium album, Chenopodium album, Chenopodium album)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 16428 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013543-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rr96ye
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Spodoptera exigua"
 ]
}

 The dataset includes 294 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013548-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwq2bk
title: Occurrence Download

description: A dataset containing 4995 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Actenicerus sjaelandicus"
 ]
}

 The dataset includes 4995 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013547-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5cbas
title: Occurrence Download

description: A dataset containing 1205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.89755 41.50722,8.8952 41.49658,8.99766 41.46591,9.01823 41.5258,8.93525 41.54474,8.9026 41.5249,8.89755 41.50722))",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2013-2026"
 ]
}

 The dataset includes 1205 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013549-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnx5r6
title: Occurrence Download

description: A dataset containing 334173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Calamagrostis epigejos"
 ]
}

 The dataset includes 334173 records from 1226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013459-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5dtxd
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-83.1001066999999978 42.3704111999999995, -83.1001066999999978 42.3716164200000023, -83.1001066999999978 42.3733238200000031, -83.1001066999999978 42.3753325099999998, -83.1001066999999978 42.3772407800000011, -83.1001066999999978 42.3787473000000006, -83.1001066999999978 42.3804547000000014, -83.0978895399999971 42.3804547000000014, -83.0965791899999999 42.3804547000000014, -83.0943616699999978 42.3804547000000014, -83.0915393700000067 42.3804547000000014, -83.0898258299999952 42.3804547000000014, -83.0882130800000027 42.3804547000000014, -83.0867015000000038 42.3804547000000014, -83.0867015000000038 42.3785464300000001, -83.0867015000000038 42.3772407800000011, -83.0867015000000038 42.3753325099999998, -83.0867015000000038 42.3728216399999980, -83.0867015000000038 42.3704111999999995, -83.0884146799999996 42.3704111999999995, -83.0912369800000050 42.3704111999999995, -83.0943616699999978 42.3704111999999995, -83.0961759999999998 42.3704111999999995, -83.0982927299999972 42.3704111999999995, -83.1001066999999978 42.3704111999999995))",
 "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 31 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091602-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfscbh
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudocamelina glaucophylla (DC.) N.Busch"
 ]
}

 The dataset includes 133 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150141-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m73f2c
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.4161820000000063 36.9878564999999995, -76.4161820000000063 36.9887597499999998, -76.4161820000000063 36.9898888199999973, -76.4161820000000063 36.9914695100000017, -76.4161820000000063 36.9928996599999991, -76.4161820000000063 36.9938781800000029, -76.4161820000000063 36.9953835999999967, -76.4144514399999935 36.9953835999999967, -76.4133980799999932 36.9953835999999967, -76.4118932800000010 36.9953835999999967, -76.4108399100000071 36.9953835999999967, -76.4090341499999965 36.9953835999999967, -76.4079807899999963 36.9953835999999967, -76.4057988200000011 36.9953835999999967, -76.4042187799999937 36.9953835999999967, -76.4031654099999997 36.9953835999999967, -76.4018863000000010 36.9953835999999967, -76.4018863000000010 36.9936523699999995, -76.4018863000000010 36.9923727600000021, -76.4018863000000010 36.9904157100000006, -76.4018863000000010 36.9889102899999997, -76.4018863000000010 36.9878564999999995, -76.4038425800000027 36.9878564999999995, -76.4051969000000071 36.9878564999999995, -76.4067016999999993 36.9878564999999995, -76.4084322300000025 36.9878564999999995, -76.4098617899999937 36.9878564999999995, -76.4118180400000000 36.9878564999999995, -76.4129466400000013 36.9878564999999995, -76.4149781299999944 36.9878564999999995, -76.4161820000000063 36.9878564999999995))",
 "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 49 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105252-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ecr62
title: Occurrence Download

description: A dataset containing 464623 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "not" : {
 "PublishingCountry" : [
 "is Norway"
 ]
 }
 },
 "Country is Svalbard and Jan Mayen"
 ]
}

 The dataset includes 464623 records from 634 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219782-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vwghf
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hoolock leuconedys (Groves, 1967)"
 ]
}

 The dataset includes 33 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091618-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxqgd7
title: Occurrence Download

description: A dataset containing 28735 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cerastoderma edule (Linnaeus, 1758)"
 ]
}

 The dataset includes 28735 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105261-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayq8c9
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa kerneri Menyh."
 ]
}

 The dataset includes 53 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150005-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mb7xkd
title: Occurrence Download

description: A dataset containing 8180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megathura crenulata (G.B.Sowerby I, 1825)"
 ]
}

 The dataset includes 8180 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091603-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4h5kq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-90.0571888999999999 29.9861451000000017, -90.0571888999999999 29.9866136300000008, -90.0571888999999999 29.9871342200000015, -90.0571888999999999 29.9876808399999994, -90.0571888999999999 29.9881233400000013, -90.0571888999999999 29.9886439299999985, -90.0571888999999999 29.9891905600000008, -90.0571888999999999 29.9895289399999996, -90.0571888999999999 29.9900234999999995, -90.0565636999999981 29.9900234999999995, -90.0558603500000032 29.9900234999999995, -90.0554175000000043 29.9900234999999995, -90.0548964999999981 29.9900234999999995, -90.0545838999999972 29.9900234999999995, -90.0545838999999972 29.9894768800000016, -90.0545838999999972 29.9891124699999985, -90.0545838999999972 29.9884357000000001, -90.0545838999999972 29.9882014300000002, -90.0545838999999972 29.9877849599999990, -90.0545838999999972 29.9872383400000011, -90.0545838999999972 29.9866917199999996, -90.0545838999999972 29.9861451000000017, -90.0551830499999966 29.9861451000000017, -90.0559384999999963 29.9861451000000017, -90.0564595000000025 29.9861451000000017, -90.0571888999999999 29.9861451000000017))",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091604-220831081235567/datasets/export for details.
DOI: 10.15468/dl.v4qeby
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum altaicum C.A.Mey."
 ]
}

 The dataset includes 210 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149998-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wq4pt
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Chamaecrista nictitans (L.) Moench"
 ]
}

 The dataset includes 200 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105253-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mujn6v
title: Occurrence Download

description: A dataset containing 356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-90.0736090000000047 29.9668281000000007, -90.0736090000000047 29.9697096499999986, -90.0736090000000047 29.9729302100000012, -90.0736090000000047 29.9776762999999988, -90.0736090000000047 29.9810663599999998, -90.0736090000000047 29.9851344399999995, -90.0736090000000047 29.9883549999999985, -90.0712404700000064 29.9883549999999985, -90.0675184800000039 29.9883549999999985, -90.0646424100000047 29.9883549999999985, -90.0615971499999972 29.9883549999999985, -90.0566909000000066 29.9883549999999985, -90.0566909000000066 29.9836089100000009, -90.0566909000000066 29.9802188500000000, -90.0566909000000066 29.9780153100000000, -90.0566909000000066 29.9751337500000012, -90.0566909000000066 29.9727607099999993, -90.0566909000000066 29.9693706499999983, -90.0566909000000066 29.9668281000000007, -90.0605820600000015 29.9668281000000007, -90.0627814199999932 29.9668281000000007, -90.0659958499999931 29.9668281000000007, -90.0707329199999975 29.9668281000000007, -90.0736090000000047 29.9668281000000007))",
 "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 356 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091613-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sb5cbd
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eutrema scapiflorum (Hook.f. & Thomson) Al-Shehbaz, G.Q.Hao & J.Q.Liu"
 ]
}

 The dataset includes 472 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149992-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bjzcf
title: Occurrence Download

description: A dataset containing 2172 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zemeros flegyas Cramer, 1780"
 ]
}

 The dataset includes 2172 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137589-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cn2h4
title: Occurrence Download

description: A dataset containing 861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-83.0761961000000042 42.3852300000000000, -83.0761961000000042 42.3899161699999993, -83.0761961000000042 42.3922592500000022, -83.0761961000000042 42.3955786200000020, -83.0761961000000042 42.3981169600000030, -83.0761961000000042 42.4016315900000009, -83.0761961000000042 42.4047557000000026, -83.0726906200000030 42.4047557000000026, -83.0695751199999961 42.4047557000000026, -83.0647071500000038 42.4047557000000026, -83.0612022100000047 42.4047557000000026, -83.0580867099999978 42.4047557000000026, -83.0528292999999991 42.4047557000000026, -83.0473771799999980 42.4047557000000026, -83.0438716999999968 42.4047557000000026, -83.0438716999999968 42.4012410699999975, -83.0438716999999968 42.3983122200000011, -83.0438716999999968 42.3951881099999994, -83.0438716999999968 42.3928450200000029, -83.0438716999999968 42.3887446299999979, -83.0438716999999968 42.3852300000000000, -83.0504926800000050 42.3852300000000000, -83.0547764899999947 42.3852300000000000, -83.0576972700000056 42.3852300000000000, -83.0639282799999989 42.3852300000000000, -83.0676279300000004 42.3852300000000000, -83.0705487200000050 42.3852300000000000, -83.0761961000000042 42.3852300000000000))",
 "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 861 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091614-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5df3cc
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Exhalimolobos weddellii (E.Fourn.) Al-Shehbaz & C.D.Bailey"
 ]
}

 The dataset includes 226 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150043-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89zwee
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cavatidens omissa Iredale, 1930"
 ]
}

 The dataset includes 90 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105254-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhaq3v
title: Occurrence Download

description: A dataset containing 1514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((47.6816 42.3185,48.78527 46.45723,47.12978 50.32004,51.06157 51.49268,59.95984 51.28574,64.92631 54.80366,75.27313 53.90694,85.89587 49.35433,95.34596 51.97553,103.48546 50.04412,119.35058 51.63063,106.72746 72.2553,51.19952 68.6684,37.40376 64.66763,37.40376 50.458,37.88661 45.97437,40.43883 43.42216,47.6816 42.3185))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Apis mellifera Linnaeus, 1758"
 ]
}

 The dataset includes 1514 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091615-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awu2sw
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eutrema verticillatum (Jeffrey & W.W.Sm.) Al-Shehbaz & S.I.Warwick"
 ]
}

 The dataset includes 70 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150004-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gutca
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pomaria rubicunda var. rubicunda"
 ]
}

 The dataset includes 81 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105266-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mh53s7
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halocarpus kirkii (F.Muell. ex Parl.) Quinn",
 "HasCoordinate is true"
 ]
}

 The dataset includes 218 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091606-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m5bhx
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenodraba lechlerii (E.Fourn.) Ravenna"
 ]
}

 The dataset includes 30 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150091-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afaw8k
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Chamaecrista flexuosa (L.) Greene"
 ]
}

 The dataset includes 40 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105255-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.