cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57745/fxgneg
title: Contemporary natural selection and potential for evolutionary change in maritime pine (P. pinaster Aiton), a keystone forest tree

description: The dataset "Pinaster_genotypes_Lacanau&Tocchi_10652SNPs.xlsx" contains individual genetic information and was produced by a consortium of European research Intitutes. For the data collection, needles were sampled from a total of 1,500 individuals from 2 maritime pine populations located in French (Lacanau) and Italian (Tocchi) Genetic Conservation Units (GCUs). 10,652 SNPs were genotyped from the multispecies 4TREE SNPs chip (chip produced within the framework of the B4est project). This dataset was used to carry out a quantitative genetics and evolutionary biology study (i.e., parentage/mating model analyses and heritability estimates). The dataset "WD_Lacanau-Tocchi.xlsx" contains individual adult tree relative wood density measured in situ using a SC-650 resistograph (Rinntech, Heidelberg, Germany). Median values were calculated for each tree from individual density profiles using the R package densitR (https://github.com/krajnc/densitr; Krajnc, 2020). The dataset "" contains individual adult tree fitness values (effective fecundity in the form of the number of established offspring computed using MEMM and CERVUS), standardized phenotypic traits (growth and functional traits) measured and predicted using in-situ direct assessment, drone flights and near-infrared spectroscopy for each of the adult trees in Lacanau and Tocchi populations and covariates used in this study (data paper for phenotypic data to be published soon). These datasets were used to compute selection gradient and heritability estimates.
DOI: 10.57745/rpcvay
title: WD_Lacanau-Tocchi.tab

description: The dataset "WD_Lacanau-Tocchi.xlsx" contains individual adult tree relative wood density measured in situ using a SC-650 resistograph (Rinntech, Heidelberg, Germany) in Lacanau and Tocchi populations. Median values were calculated for each tree from individual density profiles using the R package densitR (https://github.com/krajnc/densitr; Krajnc, 2020).
DOI: 10.34740/kaggle/dsv/12145037
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.kyqve7
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylaeus duckei (Alfken, 1904)"
 ]
}

 The dataset includes 94 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039086-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46rfa6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphora coffeaeformis (C.Agardh) Kütz.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039087-250525065834625/datasets/export for details.
DOI: 10.15468/dl.cvtasj
title: Occurrence Download

description: A dataset containing 6018 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aglaonema nitidum (Jack) Kunth, Ambystoma mavortium Baird, 1850)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 6018 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039091-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbxpr5
title: Occurrence Download

description: A dataset containing 98933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyllanthes monspeliensis L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 98933 records from 409 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039071-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15548959
title: Selected facets for DataCite Repositories

description: What is a facet?

A facet is a metadata element, usually from a controlled list, that provides counts of records in a query result with particular values for the metadata element. The DataCite JSON Response includes data on a variety of facets for each query done using the DataCite API.

Repository Facets

DataCite Commons uses facets on repository pages to provide an overview of repositories. For example, the Metadata Game Changers Commons page shows publication year, work types, licenses, creators and contributors, and some other facets as graphics and lists.

The facets provided by DataCite can be used to 1) understand characteristics of DataCite metadata, 2) understand some aspects of repository completeness, and 3) provide overviews of repositories.

Using Facets to Understand DataCite Metadata

DataCite includes facets and facet values in all query results, so they are a useful tool for answering some "big picture" questions about DataCite metadata. Some of these questions were explored during 2022 in DataCite Facets: Understanding DataCite Usage using a tool called DataCite Facets.

DataCite Facets and Repository Overviews

DataCite facets can be used to provide overviews of any DataCite Repository and understand some characteristics of the repositories. They can also be used, in some cases, to provide insights into some aspects of repository completeness.

Repository Facets and Metadata Completeness

Many useful repository measures focus on completeness of the metadata, i.e., the portion of records in the repository that include some metadata element. The DataCite facet data can provide some insight into completeness, but we must keep in mind that the facet data are limited to top ten values for most facets (except for published and resourceTypes, which can be > 10). The blog DataCite Facets and Metadata Completeness describes how some facets can be used to provide insights into metadata completeness.

This dataset provides selected facets downloaded using the DataCite API and associated statistics as a comma-separated-value (CSV) file.

Column definitions:

The dataset includes a number of columns for the selected facets:




Statistic
Description




facet
The name of the facet


number
The number of unique values of the facet metadata element, <= 10 for all but published and resourceTypes


total
The total number of records with the top 10 facet metadata element values, i.e. the total listed in the facets.


common
The most common facet id (meant for machines), equals value in some cases.


max
The number of occurrences of the most common facet value, listed first in the values column.


homogeneity (HI)
An indicator of homogeneity of the facet: maximum count / total count (0.1 = uniform, 1.0 = single item)


coverage
The % of all records covered by the top 10 facet values (numbers close to 100% mean the 10 facet values cover most of the repository).


values
The facet values and their counts, e.g. value1 (count1), value2 (count2), ..., valueN (countN).
DOI: 10.5281/zenodo.15650429
title: Selected facets for DataCite Repositories

description: What is a facet?

A facet is a metadata element, usually from a controlled list, that provides counts of records in a query result with particular values for the metadata element. The DataCite JSON Response includes data on a variety of facets for each query done using the DataCite API.

Repository Facets

DataCite Commons uses facets on repository pages to provide an overview of repositories. For example, the Metadata Game Changers Commons page shows publication year, work types, licenses, creators and contributors, and some other facets as graphics and lists.

The facets provided by DataCite can be used to 1) understand characteristics of DataCite metadata, 2) understand some aspects of repository completeness, and 3) provide overviews of repositories.

Using Facets to Understand DataCite Metadata

DataCite includes facets and facet values in all query results, so they are a useful tool for answering some "big picture" questions about DataCite metadata. Some of these questions were explored during 2022 in DataCite Facets: Understanding DataCite Usage using a tool called DataCite Facets.

DataCite Facets and Repository Overviews

DataCite facets can be used to provide overviews of any DataCite Repository and understand some characteristics of the repositories. They can also be used, in some cases, to provide insights into some aspects of repository completeness.

Repository Facets and Metadata Completeness

Many useful repository measures focus on completeness of the metadata, i.e., the portion of records in the repository that include some metadata element. The DataCite facet data can provide some insight into completeness, but we must keep in mind that the facet data are limited to top ten values for most facets (except for published and resourceTypes, which can be > 10). The blog DataCite Facets and Metadata Completeness describes how some facets can be used to provide insights into metadata completeness.

This dataset provides selected facets downloaded using the DataCite API and associated statistics as a comma-separated-value (CSV) file.

Column definitions:

The dataset includes a number of columns for the selected facets:




Statistic
Description




facet
The name of the facet


number
The number of unique values of the facet metadata element, <= 10 for all but published and resourceTypes


total
The total number of records with the top 10 facet metadata element values, i.e. the total listed in the facets.


common
The most common facet id (meant for machines), equals value in some cases.


max
The number of occurrences of the most common facet value, listed first in the values column.


homogeneity (HI)
An indicator of homogeneity of the facet: maximum count / total count (0.1 = uniform, 1.0 = single item)


coverage
The % of all records covered by the top 10 facet values (numbers close to 100% mean the 10 facet values cover most of the repository).


values
The facet values and their counts, e.g. value1 (count1), value2 (count2), ..., valueN (countN).
DOI: 10.25810/00zk-yj28.74
title: Norwegian Newspaper Coverage of Climate Change or Global Warming, 2000-2025 - May 2025

description: The Media and Climate Change Observatory Data monitors 127 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.15468/dl.mspdys
title: Occurrence Download

description: A dataset containing 565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coenonympha macromma Turati & Verity, 1910"
 ]
}

 The dataset includes 565 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039092-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.berzn5
title: Occurrence Download

description: A dataset containing 1378 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylaeus gibbus Saunders, 1850"
 ]
}

 The dataset includes 1378 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039090-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ag29ee
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquilegia hirsutissima Timb.-Lagr."
 ]
}

 The dataset includes 182 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039093-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwja8p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dierama pauciflorum N.E.Br.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039095-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29306858
title: Sequential Organ Failure Assessment (SOFA) and quick SOFA (qSOFA) Scores predict 30-day mortality of HIV-associated Talaromycosis: A multicenter retrospective study

description: SOFA and qSOFA scores are used to predict the outcome of HIV-associated Talaromycosis
DOI: 10.6084/m9.figshare.29306858.v1
title: Sequential Organ Failure Assessment (SOFA) and quick SOFA (qSOFA) Scores predict 30-day mortality of HIV-associated Talaromycosis: A multicenter retrospective study

description: SOFA and qSOFA scores are used to predict the outcome of HIV-associated Talaromycosis
DOI: 10.15468/dl.bwpaq7
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Abisara neophron Hewitson, 1860"
 ]
}

 The dataset includes 77 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039094-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hfx7m
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bryophyte herbarium, UiB",
 "Country is Croatia"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039097-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6p5mmc
title: Occurrence Download

description: A dataset containing 519 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylaeus gracilicornis (Morawitz, 1867)"
 ]
}

 The dataset includes 519 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039098-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsfewk
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is ZFMK Mammalia collection",
 "Country is Croatia"
 ]
}

 The dataset includes 61 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039096-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hx6s8f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Mycology herbarium, UiB",
 "Country is Croatia"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039099-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2xqvz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphora coffeaeformis (C.Agardh) Kütz.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039104-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15260525
title: Formation of disilicic acid in the presence of guanidinium ion

description: The folder contains the inputs for calculating with ORCA the mechanism of formation of disilicic acid starting from two molecules of silicic acid (MAM) or from one silicic acid and one trihydrogensilicate anion (AAM), in the presence and in the absence of a guanidinium ion.
DOI: 10.5281/zenodo.15650388
title: Formation of disilicic acid in the presence of guanidinium ion

description: The folder contains the inputs for calculating with ORCA the mechanism of formation of disilicic acid starting from two molecules of silicic acid (MAM) or from one silicic acid and one trihydrogensilicate anion (AAM), in the presence and in the absence of a guanidinium ion.
DOI: 10.15468/dl.hk65b9
title: Occurrence Download

description: A dataset containing 4153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dioscorea acanthogene Rusby, Jacquemontia nodiflora (Desr.) G.Don)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4153 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039101-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mmju3
title: Occurrence Download

description: A dataset containing 2583 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylaeus gredleri Förster, 1871"
 ]
}

 The dataset includes 2583 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039105-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnntjy
title: Occurrence Download

description: A dataset listing the 93 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is one of (Artiodactyla, Carnivora)"
 ]
}

 The dataset's 93 records were derived from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039089-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x87vmz
title: Occurrence Download

description: A dataset containing 14648 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylaeus hyalinatus Smith, 1842"
 ]
}

 The dataset includes 14648 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039106-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdxqex
title: Occurrence Download

description: A dataset containing 1598347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Material sample, Occurrence evidence, Machine Observation, Material citation)",
 "Continent is South America",
 "Country is Colombia",
 "GadmGid is COL.28_2"
 ]
}

 The dataset includes 1598347 records from 635 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039023-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmmau2
title: Occurrence Download

description: A dataset containing 984192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Plantago lanceolata L."
 ]
}

 The dataset includes 984192 records from 1572 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218411-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzj77a
title: Occurrence Download

description: A dataset containing 2774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liocarcinus pusillus (Leach, 1816)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 2774 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057978-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rv6qm
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prasophyllum wallum R.J.Bates & D.L.Jones"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094441-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t276fz
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Maharanga bicolor (Wall. ex G.Don) A.DC."
 ]
}

 The dataset includes 53 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191424-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9xs8m
title: Occurrence Download

description: A dataset containing 4400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vitex doniana Sweet",
 "Year 1000-2024"
 ]
}

 The dataset includes 4400 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204695-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.