cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5vcerj
title: Occurrence Download

description: A dataset containing 801367 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cacatua galerita (Latham, 1790)"
 ]
}

 The dataset includes 801367 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242204-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uy6pp7
title: Occurrence Download

description: A dataset containing 380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelophylax bergeri (Günther, 1986)"
 ]
}

 The dataset includes 380 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244029-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h48v73
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Entosthodon hungaricus (Boros) Loeske"
 ]
}

 The dataset includes 25 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243644-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4vm8u
title: Occurrence Download

description: A dataset listing the 120 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((10.01636 45.63409,10.04476 45.63409,10.04476 45.65648,10.01636 45.65648,10.01636 45.63409))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2023"
 ]
}

 The dataset's 120 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243212-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxjt4p
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kefersteinia microcharis Schltr."
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000888-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sra9qg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (208641457, Cheilodactylidae, 199475541, Cheilodactylidae, Cheilodactylidae, 197291011, 160688823, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, 203898947, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, 158169416, Cheilodactylidae, Cheilodactylidae, Cheilodactylidae, 208015002, 208663753, Cheilodactylidae Regan, Cheilodactylidae Bonaparte, 1850, 161455852, Cheilodactylidae Bonaparte, 1850, Cheilodactylidae Bonaparte, 1850, Cheilodactylidae Bonaparte, 1850, Latridae Gill, 1862, Latridae T.N.Gill, 1862, Latridae Gill, Latridae, Cirrhitidae, Cirrhitidae, Gregoryinidae, Gregoryinidae)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((105.5 17,110.5 17,110.5 22,105.5 22,105.5 17))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241613-220831081235567/datasets/export for details.
DOI: 10.15468/dl.az57y9
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium amplexifolium (Nakai) Kitam.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 248 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194849-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cadp8g
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocodylia"
 ]
}

 The dataset includes 323 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253771-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgzqb2
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichanthecium rivale (Swallen) Zuloaga & Morrone"
 ]
}

 The dataset's 4 records were derived from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228884-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8uasy
title: Occurrence Download

description: A dataset containing 686871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Africa, Asia, Europe)",
 "TaxonKey is Lolium perenne L."
 ]
}

 The dataset includes 686871 records from 1989 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283257-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ysjzs
title: Occurrence Download

description: A dataset containing 38020859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-73.9830625 -33.8694284, -28.6289646 -33.8694284, -28.6289646 5.2695808, -73.9830625 5.2695808, -73.9830625 -33.8694284))",
 "EventDate is greater than or equal to 2015-01-01",
 "EventDate is less than or equal to 2025-01-01"
 ]
}

 The dataset includes 38020859 records from 2460 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014092-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31333294
title: Metabolic dysfunction associated kidney disease GWAS and gsMAP

description: Header Explanations:SNP: Single Nucleotide Polymorphism identifier (e.g., rsID).CHR: Chromosome number where the SNP is located.BP: Base pair position of the SNP on the chromosome.MAF: Minor Allele Frequency (frequency of the less common allele, 0–0.5).A2: Other allele (reference/non-effect allele).A1: Effect allele (allele for which the effect size is estimated).i: Index/iteration number (e.g., model or subgroup identifier).lhs: Left-hand side of the SEM equation (dependent variable, e.g., trait/factor).op: SEM operator (e.g., ~ = regression, =~ = latent measurement).rhs: Right-hand side of the SEM equation (independent variable, e.g., SNP).est: Regression coefficient estimate (effect size of SNP on lhs).se_c: Standard error of the coefficient estimate (est).Z_Estimate: Z-score for the estimate (est / se_c).Pval_Estimate: P-value for the estimate (significance of est).Q: Cochran’s Q statistic (measures heterogeneity of effects across subgroups/studies).Q_df: Degrees of freedom for the Q statistic.Q_pval: P-value for Cochran’s Q (significance of heterogeneity; &lt;0.05 indicates significant heterogeneity).N_hat: Estimated effective sample size (total or weighted sample size used in analysis).<br>This folder contains gsMap output for the traits Atrial Fibrillation and Sick Sinus Syndrome on the MOSTA E16.5_E1S1 spatial transcriptomics sample. For each trait, there are three visualization subfolders: gsMap_plot/ (spatial maps showing where the trait-associated signal is enriched across the tissue section), GSS_plot/ (plots of Gene Specificity Score, GSS, illustrating where candidate genes are specifically expressed in space), and manhattan_plot/ (GWAS-style Manhattan/diagnostic plots summarizing genomic association signals). In addition, E16.5_E1S1.MOSTA_*_Gene_Diagnostic_Info.csv provides a gene-level diagnostic table (e.g., genes with their spatial annotation, summary GSS metrics such as median GSS, and correlation-style indicators linking spatial specificity to GWAS signal), while E16.5_E1S1.MOSTA_*_gsMap_Report.html is an integrated HTML report that brings together the key figures and summaries for quick interpretation and result review.
DOI: 10.6084/m9.figshare.31333294.v1
title: Metabolic dysfunction associated kidney disease GWAS and gsMAP

description: Header Explanations:SNP: Single Nucleotide Polymorphism identifier (e.g., rsID).CHR: Chromosome number where the SNP is located.BP: Base pair position of the SNP on the chromosome.MAF: Minor Allele Frequency (frequency of the less common allele, 0–0.5).A2: Other allele (reference/non-effect allele).A1: Effect allele (allele for which the effect size is estimated).i: Index/iteration number (e.g., model or subgroup identifier).lhs: Left-hand side of the SEM equation (dependent variable, e.g., trait/factor).op: SEM operator (e.g., ~ = regression, =~ = latent measurement).rhs: Right-hand side of the SEM equation (independent variable, e.g., SNP).est: Regression coefficient estimate (effect size of SNP on lhs).se_c: Standard error of the coefficient estimate (est).Z_Estimate: Z-score for the estimate (est / se_c).Pval_Estimate: P-value for the estimate (significance of est).Q: Cochran’s Q statistic (measures heterogeneity of effects across subgroups/studies).Q_df: Degrees of freedom for the Q statistic.Q_pval: P-value for Cochran’s Q (significance of heterogeneity; &lt;0.05 indicates significant heterogeneity).N_hat: Estimated effective sample size (total or weighted sample size used in analysis).<br>This folder contains gsMap output for the traits Atrial Fibrillation and Sick Sinus Syndrome on the MOSTA E16.5_E1S1 spatial transcriptomics sample. For each trait, there are three visualization subfolders: gsMap_plot/ (spatial maps showing where the trait-associated signal is enriched across the tissue section), GSS_plot/ (plots of Gene Specificity Score, GSS, illustrating where candidate genes are specifically expressed in space), and manhattan_plot/ (GWAS-style Manhattan/diagnostic plots summarizing genomic association signals). In addition, E16.5_E1S1.MOSTA_*_Gene_Diagnostic_Info.csv provides a gene-level diagnostic table (e.g., genes with their spatial annotation, summary GSS metrics such as median GSS, and correlation-style indicators linking spatial specificity to GWAS signal), while E16.5_E1S1.MOSTA_*_gsMap_Report.html is an integrated HTML report that brings together the key figures and summaries for quick interpretation and result review.
DOI: 10.15468/dl.k6fzhg
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Joosia umbellifera",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 207 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015481-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jun3v
title: Occurrence Download

description: A dataset containing 1254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platismatia norvegica",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 1254 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015480-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c5j8z
title: Occurrence Download

description: A dataset containing 6033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Faxonius rusticus",
 "Country is United States of America",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 6033 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015482-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hk7f9d
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microdesmia rigida",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 368 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015483-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jt3xeq
title: Occurrence Download

description: A dataset containing 111 records in GBIF matching the query:

SELECT
 countryCode,
 GBIF_ISEA3HCode(
 7, 
 decimalLatitude,
 decimalLongitude,
 COALESCE(coordinateUncertaintyInMeters, 1000)
 ) AS geogrid_id,
 COUNT(DISTINCT speciesKey) AS unique_species_count
FROM occurrence
WHERE countryCode = 'CO'
AND coordinateUncertaintyInMeters &lt;= 2000
AND hasGeospatialIssues = FALSE
AND hasCoordinate = TRUE
AND occurrenceStatus = 'PRESENT'
GROUP BY countryCode, geogrid_id;


 The dataset's 111 records were derived from 657 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015463-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.25078.87360
title: Table 3
DOI: 10.15468/dl.x4zt2f
title: Occurrence Download

description: A dataset containing 1042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cercis chinensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1042 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015484-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xge2c
title: Occurrence Download

description: A dataset containing 1836868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gammarus varsoviensis, Gasterosteus aculeatus, Gasterosteus microcephalus, Gastrophryne carolinensis, Geophagus altifrons, Geophagus brasiliensis, Geophagus proximus, Geophagus surinamensis, Gianius aquaedulcis, Gibelion catla, Gila atraria, Gila coerulea, Gila orcuttii, Gila pandora, Gila robusta, Gila seminuda, Gillia altilis, Girardia dorotocephala, Girardia tigrina, Giuris margaritacea, Glandirana rugosa, Glanitaenia osculata, Gloeonema triangulum, Glossogobius giuris, Glossolepis incisus, Glossostigma cleistanthum, Glossostigma elatinoides, Glyceria canadensis, Glyceria declinata, Glyceria fluitans, Glyceria grandis, Glyceria maxima, Glyceria multiflora, Glyceria notata, Glyceria occidentalis, Glyceria striata, Glyptemys insculpta, Glyptemys muhlenbergii, Glyptoperichthys gibbiceps, Gmelinoides fasciatus, Gnathonemus petersii, Gnathopogon caerulescens, Gnathopogon elongatus, Gnathopogon strigatus, Gnathostoma spinigerum, Gobio gobio, Gobio lozanoi, Gobio occitaniae, Gobionellus oceanicus, Gobiopterus semivestitus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 },
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1836868 records from 2237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015432-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26803876
title: Inada_GCA_Theory of classical KIEs in evaporation

description: Python codes for "Theory of classical kinetic isotope effects in evaporation" by S. Inada, T. Hama, and S. Tachibana published from Geochimica et Cosmochimica Acta.
DOI: 10.6084/m9.figshare.26803876.v4
title: Inada_GCA_Theory of classical KIEs in evaporation

description: Python codes for "Theory of classical kinetic isotope effects in evaporation" by S. Inada, T. Hama, and S. Tachibana published from Geochimica et Cosmochimica Acta.
DOI: 10.6084/m9.figshare.26803876.v3
title: Inada_GCA_Theory of classical KIEs in evaporation

description: Python codes for "Theory of classical kinetic isotope effects in evaporation" by S. Inada, T. Hama, and S. Tachibana submitted to Geochimica et Cosmochimica Acta.
DOI: 10.5281/zenodo.16417638
title: Protests Russia 2011 / 2012: Video Database

description: The collection "Protests Russia 2011 / 2012: Video Database" is part of a larger and ongoing collection of videos on protest events in the post-Soviet region. It contains a database describing 2.578 videos (mp4) of protests all over Russia in mainly late 2011 and throughout 2012 triggered by election fraud as well as Putin's announcement to run for Presidency again. We compiled the material in July to September 2015 and February to March 2017. All data is processed in an MS Excel database with metadata.
For this kind of collections on protest events we take into account all videos that 1) are event related AND show actions of this event, 2) are fully accessible, 3) we can find with our search words during a particular period. We strictly aim at a systematic and unbiased selection and organized processing of protest-related videos. We identify particular event-related search words or phrases after intense research on the event. According to the snowball principle, we then start the search of videos and try to describe as much relevant content as possible. However, we cannot guarantee the completeness of protest videos on the particular event. We search the videos and include them into the collection until a particular degree of saturation has been reached.
The videos have been posted mainly by the participants of the events. Therefore, the material is only an extract and biased by the perspective of the single creator.
Due to data privacy regulations and copyright restrictions, we are only allowed to give access to the database of the collected video files including the hyperlinks with its metadata and not to the videos themselves. YouTube's user guidelines do not allow us to store copies of the video collection described above.
description: Published on Discuss Data, https://discuss-data.net/dataset/34025863-3943-4e59-97f6-6acd219f6c9e/
description: Method(s) of data collection: Keyword Search, Snow Ball Search, Systematic Collection Of VideosMethod(s) of data analysis: Raw Data, Raw Data For Analysis
DOI: 10.5281/zenodo.16417639
title: Protests Russia 2011 / 2012: Video Database

description: The collection "Protests Russia 2011 / 2012: Video Database" is part of a larger and ongoing collection of videos on protest events in the post-Soviet region. It contains a database describing 2.578 videos (mp4) of protests all over Russia in mainly late 2011 and throughout 2012 triggered by election fraud as well as Putin's announcement to run for Presidency again. We compiled the material in July to September 2015 and February to March 2017. All data is processed in an MS Excel database with metadata.
For this kind of collections on protest events we take into account all videos that 1) are event related AND show actions of this event, 2) are fully accessible, 3) we can find with our search words during a particular period. We strictly aim at a systematic and unbiased selection and organized processing of protest-related videos. We identify particular event-related search words or phrases after intense research on the event. According to the snowball principle, we then start the search of videos and try to describe as much relevant content as possible. However, we cannot guarantee the completeness of protest videos on the particular event. We search the videos and include them into the collection until a particular degree of saturation has been reached.
The videos have been posted mainly by the participants of the events. Therefore, the material is only an extract and biased by the perspective of the single creator.
Due to data privacy regulations and copyright restrictions, we are only allowed to give access to the database of the collected video files including the hyperlinks with its metadata and not to the videos themselves. YouTube's user guidelines do not allow us to store copies of the video collection described above.
description: Published on Discuss Data, https://discuss-data.net/dataset/34025863-3943-4e59-97f6-6acd219f6c9e/
description: Method(s) of data collection: Keyword Search, Snow Ball Search, Systematic Collection Of VideosMethod(s) of data analysis: Raw Data, Raw Data For Analysis
DOI: 10.15468/dl.gnzh82
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Alligator mississippiensis)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043878-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcw4ad
title: Occurrence Download

description: A dataset containing 164789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dendrocopos major",
 "MediaType is Image"
 ]
}

 The dataset includes 164789 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043842-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.