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

description: A dataset containing 8616 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anogeissus leiocarpa (DC.) Guill. & Perr."
 ]
}

 The dataset includes 8616 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004055-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvlyyd
title: Occurrence Download

description: A dataset containing 14082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)"
 ]
}

 The dataset includes 14082 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005035-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsbq8w
title: Occurrence Download

description: A dataset containing 18913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Honduras",
 "TaxonKey is Reptilia"
 ]
}

 The dataset includes 18913 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027415-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efzigg
title: Occurrence Download

description: A dataset containing 20726 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CPAP - Herbário CPAP"
 ]
}

 The dataset includes 20726 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005035-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqmf47
title: Occurrence Download

description: A dataset containing 651736 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "License is CC-BY-NC 4.0",
 "License is CC-BY 4.0",
 "License is CC0 1.0"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Taraxacum Weber",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 651736 records from 1246 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011704-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dp83nh
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dactylopsila palpator Milne-Edwards, 1888"
 ]
}

 The dataset includes 96 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277211-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ft8wbw
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brugia pahangi"
 ]
}

 The dataset includes 43 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207824-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gs49ax
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnidaria",
 "DatasetKey is Système d'Information sur la Nature et les Paysages d'Ile de France - Données du/de la naturaliste Fontigny Anne provenant de la base de donnée du SINP Île-de-France CETTIA",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209208-230224095556074/datasets/export for details.
DOI: 10.15468/dl.29u4xe
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria kariniae R.González & Cuevas-Figueroa"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236122-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgcsud
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnidaria",
 "DatasetKey is Enquête nationale Écrevisses - Données d'observation d'écrevisses exotiques envahissantes en Nouvelle Aquitaine sur la période 2014 à 2018",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209203-230224095556074/datasets/export for details.
DOI: 10.15468/dl.86wbfz
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heteranthera gardneri (Hook.f.) M.Pell."
 ]
}

 The dataset includes 184 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249820-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bdwu8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Porifera",
 "DatasetKey is Invasive species - Chinese mitten crab (Eriocheir sinensis) in Flanders, Belgium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207813-230224095556074/datasets/export for details.
DOI: 10.15468/dl.vj98dd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Porifera",
 "DatasetKey is Invasive species - American bullfrog (Lithobates catesbeianus) in Flanders, Belgium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207849-230224095556074/datasets/export for details.
DOI: 10.15468/dl.6cg5mu
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bulgaria",
 "TaxonKey is Gambusia holbrooki Girard, 1859"
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007172-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6y33a4
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria khasiana Hook.f."
 ]
}

 The dataset includes 60 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236129-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dchz39
title: Occurrence Download

description: A dataset containing 5174126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5174126 records from 2499 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231765-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nfnre
title: Occurrence Download

description: A dataset containing 50676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (United States of America, Canada)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Liriodendron tulipifera"
 ]
}

 The dataset includes 50676 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013252-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ya3uc7
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago afra",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013276-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cys99g
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago afra",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013275-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eccecp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago afra",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013274-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5ysdh
title: Occurrence Download

description: A dataset containing 29 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 one of (Aristolochia macrophylla)"
 ]
}

 The dataset includes 29 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013277-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysn3kp
title: Occurrence Download

description: A dataset containing 2035 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erynnis martialis"
 ]
}

 The dataset includes 2035 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013278-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yx6je
title: Occurrence Download

description: A dataset containing 1353 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 one of (Aristolochia sempervirens)"
 ]
}

 The dataset includes 1353 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013279-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsxwq2
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago afra",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013280-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6aab4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago afra",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013281-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p1tyrth3
title: Daily reference and potential evapotranspiration, supporting meteorological data from the Weather Research and Forecasting (WRF) model, solar insolation data from the GOES satellite, and blue-sky albedo data from the MODIS satellite, Southeastern United States, 2024

description: Potential evapotranspiration (PET) and reference evapotranspiration (ETo) are estimated at an approximately 1-kilometer spatial grid and daily time-step from January 1, 2024 to December 31, 2024 for Florida, Alabama, Georgia, South Carolina, and parts of Mississippi, North Carolina, and Tennessee. PET and ETo were computed from solar radiation, meteorological data (min/max temperature, min/max relative humidity, and mean wind speed at 2-meter height), and shortwave blue-sky albedo data. Solar radiation was computed from Geostationary Operational Environmental Satellite (GOES) sensor data, blue-sky albedo was computed from the Moderate Resolution Imaging Spectrometer (MODIS) MCD43A1 BRDF/Albedo data product, and meteorological data were simulated using a high-resolution Weather Research and Forecasting (WRF) model. Open-source tools for managing the NetCDF files in this data release can be found at https://code.usgs.gov/cfwsc/goes-et.
DOI: 10.25740/vq241jx8767
title: Raw LC-MS Data for: "Uncovering the prevalence, key biogenesis enzymes, and biological significance of archaeal lipoproteins"

description: Raw liquid chromatography-mass spectrometry (LC-MS) data for "Uncovering the prevalence, key biogenesis enzymes, and biological significance of archaeal lipoproteins". Contains raw LC-MS data of the analysis of core lipids and methyl iodide treated lipoprotein extracts from Haloferax volcanii in biological triplicate. Data files are in ".D" format which can be viewed in MassHunter or other MS data analyzing software.
DOI: 10.5281/zenodo.17195657
title: Particle-Less Japanese Corpus

description: Description

This dataset contains a large-scale, pre-processed Japanese text corpus derived from the Japanese Wikipedia (jawiki). The source is a full Wikipedia dump dated June 1, 2025.

The final corpus consists of approximately 25.4 million sentences and has been specifically processed to be "particle-less". Its primary feature is the removal of grammatical particles and other non-semantic tokens to focus on content words. 

Corpus Creation Process

The corpus was generated using a custom Python script with the following methodology:





Source Data: The raw text was extracted from a Japanese Wikipedia XML dump.




Tokenization: Morphological analysis and tokenization were performed using the MeCab tagger.




Token Reconstruction Logic: A custom look-ahead algorithm was applied to preserve the integrity of conjugated words. Base forms of verbs (動詞) and adjectives (形容詞) were automatically concatenated with their subsequent auxiliary verbs (助動詞). For example, the token sequence 食べ (tabe) and た (ta) is reconstructed into the single token 食べた (tabeta).




Filtering: A comprehensive filtering process was applied to remove tokens belonging to Part-of-Speech (POS) categories that are often considered grammatical or non-semantic noise. The following categories were excluded:





助詞 (Particles)




補助記号 (Supplementary Symbols: commas, periods, etc.)




接尾辞 (Suffixes)




接頭辞 (Prefixes)




感動詞 (Interjections)




フィラー (Fillers)




記号 (General Symbols)




空白 (Whitespace)





Data Format





File: particle_less_japanese_corpus.txt




Structure: The corpus is provided as a single text file. Each line in the file represents one processed sentence. Tokens within a sentence are separated by a single space.



Example Line:釣り 対する 思い入れ 大きい
DOI: 10.5281/zenodo.17195656
title: Particle-Less Japanese Corpus

description: Description

This dataset contains a large-scale, pre-processed Japanese text corpus derived from the Japanese Wikipedia (jawiki). The source is a full Wikipedia dump dated June 1, 2025.

The final corpus consists of approximately 25.4 million sentences and has been specifically processed to be "particle-less". Its primary feature is the removal of grammatical particles and other non-semantic tokens to focus on content words. 

Corpus Creation Process

The corpus was generated using a custom Python script with the following methodology:





Source Data: The raw text was extracted from a Japanese Wikipedia XML dump.




Tokenization: Morphological analysis and tokenization were performed using the MeCab tagger.




Token Reconstruction Logic: A custom look-ahead algorithm was applied to preserve the integrity of conjugated words. Base forms of verbs (動詞) and adjectives (形容詞) were automatically concatenated with their subsequent auxiliary verbs (助動詞). For example, the token sequence 食べ (tabe) and た (ta) is reconstructed into the single token 食べた (tabeta).




Filtering: A comprehensive filtering process was applied to remove tokens belonging to Part-of-Speech (POS) categories that are often considered grammatical or non-semantic noise. The following categories were excluded:





助詞 (Particles)




補助記号 (Supplementary Symbols: commas, periods, etc.)




接尾辞 (Suffixes)




接頭辞 (Prefixes)




感動詞 (Interjections)




フィラー (Fillers)




記号 (General Symbols)




空白 (Whitespace)





Data Format





File: particle_less_japanese_corpus.txt




Structure: The corpus is provided as a single text file. Each line in the file represents one processed sentence. Tokens within a sentence are separated by a single space.



Example Line:釣り 対する 思い入れ 大きい
DOI: 10.15468/dl.7vk4bf
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-129.47913 12.65038,-70.69365 12.65038,-70.69365 36.14912,-129.47913 36.14912,-129.47913 12.65038))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spilogale angustifrons"
 ]
}

 The dataset includes 230 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013283-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbwwaj
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago arenaria",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 103 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013287-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e57t7f
title: Occurrence Download

description: A dataset containing 1716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago arenaria",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1716 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013285-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wzrv2
title: Occurrence Download

description: A dataset containing 14391 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 one of (Armeria alpina)"
 ]
}

 The dataset includes 14391 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013284-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68uh2t
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago arenaria",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013286-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gdvpw
title: Occurrence Download

description: A dataset containing 269 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 one of (Armeria canescens)"
 ]
}

 The dataset includes 269 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013290-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dhkfu
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.7_1, USA.22_1, USA.20_1, USA.30_1, USA.33_1, USA.40_1, USA.46_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Colletes solidaginis"
 ]
}

 The dataset includes 129 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013289-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aagtbk
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013291-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.