cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/mtm-k74-4bv
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c9h-2d0-erl
title: Soulamea Lam.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/evp-gwm-ptb
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0te-95v-t97
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hwg-7f5-a8v
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lvr-e9x-59x
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7c0-vq8-r5f
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t0h-16x-mmd
title: Emydidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ebl-fq0-220
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tnn-b7l-tbl
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8g2-8sa-an1
title: Muntiacus muntjak (Zimmermann, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9h8-624-7nc
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zbn-gtc-blt
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1m1-h3k-lb0
title: Voacanga Thouars

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mpg-5rt-rqg
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j73-rry-t6j
title: Rusa C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lmw-kcr-cs9
title: Magnoliopsida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dtr-608-27z
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qkg-0w9-53c
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3r3-t75-dkq
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7xm-gzn-2zz
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fs6-nen-8j7
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m67-f9z-gl9
title: Rusa C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ppp-fvw-6z5
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.bacr6t
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bugulina stolonifera",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 82 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011726-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/erw-ggg-ja1
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j2s-0ph-gbg
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/knw-eds-cw1
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7910/dvn/qtt84c
title: A Tutorial on the Pretrain-Finetune Paradigm for Natural Language Processing

description: The pretrain-finetune paradigm represents a transformative approach in natural language processing (NLP). This paradigm distinguishes itself through the use of large pretrained language models, demonstrating remarkable efficiency in finetuning tasks, even with limited training data. This efficiency is especially beneficial for research in social sciences, where the number of annotated samples is often quite limited. Our tutorial offers a comprehensive introduction to the pretrain-finetune paradigm. We first delve into the fundamental concepts of pretraining and finetuning, followed by practical exercises using real-world applications. We showcase the paradigm's application in diverse tasks such as binary classification, multi-class classification, and regression. Emphasizing its efficacy and user-friendliness, the tutorial aims to encourage broader adoption of this paradigm. To this end, we have provided open access to all our code and datasets. The tutorial is particularly valuable for quantitative researchers in psychology, offering them an insightful guide into this innovative approach.
DOI: 10.15468/dl.rfq9x8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bugulina stolonifera",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011727-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/5l8-ndd-1fd
title: Voacanga Thouars

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6c3-rtd-fd6
title: Rusa C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0bt-w7v-aap
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nfv-0am-3p5
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lve-5hc-9s8
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nz8-5r3-prl
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0dc-wxw-c10
title: Phyllolepidum Trinajstic

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/14m-2vd-4dp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hz9-lm3-wmp
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jwj-6kx-d22
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a0f-g8f-tgc
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h01-vle-309
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2pb-wlb-q14
title: Rhinoceros Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xnd-tly-kfs
title: Panthera pardus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ndr-tjs-mly
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sb3-ttl-lkz
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.qz3a2j
title: Occurrence Download

description: A dataset containing 70234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetragnatha"
 ]
}

 The dataset includes 70234 records from 791 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011663-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gn4bbt
title: Occurrence Download

description: A dataset containing 2898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.78118 4.65662,-76.44932 4.65662,-76.44932 5.11989,-76.78118 5.11989,-76.78118 4.65662))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 2898 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256525-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bguxrm
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erigeron breviscapus (Vaniot) Hand.-Mazz."
 ]
}

 The dataset includes 446 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247869-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9hnxe
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paratendipes albimanus (Meigen, 1804)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221272-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kr47un
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Washingtonia robusta H.Wendl."
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001814-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4q9693
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trogoniformes",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256802-220831081235567/datasets/export for details.
DOI: 10.15468/dl.5qn6ad
title: Occurrence Download

description: A dataset containing 1076 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Celastrus paniculatus Willd."
 ]
}

 The dataset includes 1076 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247868-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbty9m
title: Occurrence Download

description: A dataset containing 5206 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 Hammarbya paludosa (L.) Kuntze"
 ]
}

 The dataset includes 5206 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108935-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktk6m5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paratheuma shirahamaensis (Oi, 1960)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221277-220831081235567/datasets/export for details.
DOI: 10.15468/dl.vqbm62
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tashiroea quadrangularis (Cogn.) R.C.Zhou & Ying Liu"
 ]
}

 The dataset includes 138 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248732-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6nw9u
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tabanus miyajima Ricardo, 1911",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220865-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s87jfy
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Koellensteinia lilijae Foldats"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001812-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22hnq6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bupleurum lycaonicum Snogerup"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108987-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p46s3f
title: Occurrence Download

description: A dataset containing 1754 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eurya emarginata (Thunb.) Makino"
 ]
}

 The dataset includes 1754 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244513-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dk98yq
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Terebratulida",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 86 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256807-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwuah7
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Primula malacoides Franch.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 369 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066726-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.daujxh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Speocera laureata Komatsu, 1974",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221283-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ydsvgs
title: Occurrence Download

description: A dataset containing 36009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Asparagales",
 "Year 1000-2022"
 ]
}

 The dataset includes 36009 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244517-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcdgd7
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bupleurum marschallianum C.A.Mey."
 ]
}

 The dataset includes 301 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109003-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58p8dc
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kleidocerys resedae (Panzer, 1793)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 71 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221292-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzp7fz
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abies nebrodensis (Lojac.) Mattei"
 ]
}

 The dataset includes 101 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244525-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9xw85
title: Occurrence Download

description: A dataset containing 2992 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagenophora huegelii Benth."
 ]
}

 The dataset includes 2992 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002990-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxz72n
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caryopteris tangutica Maxim."
 ]
}

 The dataset includes 99 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244528-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t399z4
title: Occurrence Download

description: A dataset containing 2161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amorphophallus Blume ex Decne."
 ]
}

 The dataset includes 2161 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109011-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzhh9u
title: Occurrence Download

description: A dataset containing 1101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neottianthe cucullata (L.) Schltr."
 ]
}

 The dataset includes 1101 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244537-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9wwve
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Koellensteinia tricolor (Lindl.) Rchb.f."
 ]
}

 The dataset includes 143 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001813-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xur3sc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is New Zealand Freshwater Fish Database",
 "HasGeospatialIssue is false",
 "Country is New Zealand",
 "Modified is 2023-04"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002965-230530130749713/datasets/export for details.
DOI: 10.15468/dl.e3k3by
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthophyllum pungens (Bunge) Boiss."
 ]
}

 The dataset includes 261 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066432-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdhdh3
title: Occurrence Download

description: A dataset containing 80129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Honduras",
 "Geometry POLYGON((-87.20416 15.8891,-85.50797 16.23664,-85.63246 16.80203,-87.29234 16.39225,-87.20416 15.8891))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2000-2023"
 ]
}

 The dataset includes 80129 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289238-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzmzer
title: Occurrence Download

description: A dataset containing 40111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bromus catharticus Vahl)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40111 records from 920 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066721-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.