cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10516516
title: Multilingual news article similarity dataset

description: This dataset contains the extended version of the authors' earlier work: https://zenodo.org/records/6507872, where pairs of news articles drawn from the first half of 2020 are annotated for seven aspects of similarity in the original version as well as an additional FRAME aspect:



GEO: How similar is the geographic focus (places, cities, countries, etc.) of the two articles?

ENT: How similar are the named entities (e.g., people, companies, organizations, products, named living beings), excluding previously considered locations appearing in the two articles?

TIME Are the two articles relevant to similar time periods or describing similar time periods?

NAR How similar are the narrative schemas presented in the two articles?

OVERALL Overall, are the two articles covering the same substantive news story? (excluding style, framing, and tone)

STYLE Do the articles have similar writing styles?

TONE Do the articles have similar tones?

FRAME Do the articles have similar framing and express similar opinions?
DOI: 10.15468/dl.n8r5sq
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rostkovia magellanica (Lam.) Hook.fil."
 ]
}

 The dataset includes 273 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102428-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10516515
title: Multilingual news article similarity dataset

description: This dataset contains the extended version of the authors' earlier work: https://zenodo.org/records/6507872, where pairs of news articles drawn from the first half of 2020 are annotated for seven aspects of similarity in the original version as well as an additional FRAME aspect:



GEO: How similar is the geographic focus (places, cities, countries, etc.) of the two articles?

ENT: How similar are the named entities (e.g., people, companies, organizations, products, named living beings), excluding previously considered locations appearing in the two articles?

TIME Are the two articles relevant to similar time periods or describing similar time periods?

NAR How similar are the narrative schemas presented in the two articles?

OVERALL Overall, are the two articles covering the same substantive news story? (excluding style, framing, and tone)

STYLE Do the articles have similar writing styles?

TONE Do the articles have similar tones?

FRAME Do the articles have similar framing and express similar opinions?
DOI: 10.15468/dl.e79dbb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nothoscordum muscorum Ravenna"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178314-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usmqbu
title: Occurrence Download

description: A dataset containing 121851 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer platanoides L."
 ]
}

 The dataset includes 121851 records from 713 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006456-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aakfrs
title: Occurrence Download

description: A dataset containing 34311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Crocodylus porosus Schneider, 1801"
 ]
}

 The dataset includes 34311 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006217-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uaxgvz
title: Occurrence Download

description: A dataset containing 59451 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Somalia"
 ]
}

 The dataset includes 59451 records from 405 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076127-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvgex7
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Benin",
 "Country is Burkina Faso",
 "Country is Cameroon",
 "Country is Cabo Verde",
 "Country is Gambia",
 "Country is Ghana",
 "Country is Guinea",
 "Country is Guinea-Bissau",
 "Country is Equatorial Guinea",
 "Country is Côte d’Ivoire",
 "Country is Liberia",
 "Country is Mali",
 "Country is Mauritania",
 "Country is Niger",
 "Country is Nigeria",
 "Country is Saint Helena, Ascension and Tristan da Cunha",
 "Country is Senegal",
 "Country is Sierra Leone",
 "Country is Sao Tome and Principe",
 "Country is Togo"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vigna filicaulis Hepper"
 ]
}

 The dataset includes 453 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202869-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzoddi
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leporinus elongatus Valenciennes, 1850"
 ]
}

 The dataset includes 45 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001608-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9a93f4
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argyresthia thuiella Packard, 1871",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 180 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132358-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y834kg
title: Occurrence Download

description: A dataset containing 58434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Castanopsis (D.Don) Spach",
 "TaxonKey is Lithocarpus Blume"
 ]
 }
 ]
}

 The dataset includes 58434 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202882-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctp2fv
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polyporus pocula (Fr.) Berk. & M.A.Curtis",
 {
 "or" : [
 "Country is United States",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 46 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125552-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zc9z7v
title: Occurrence Download

description: A dataset containing 4603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Brachiaria brizantha (A.Rich.) Stapf",
 "TaxonKey is Urochloa brizantha (A.Rich.) R.D.Webster"
 ]
 }
 ]
}

 The dataset includes 4603 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202894-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9660505
title: One-Stroke Dotted ("Pulli") Kolam
DOI: 10.15468/dl.7fherk
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Blastopsylla occidentalis Taylor, 1985",
 "Year 1986-2024"
 ]
}

 The dataset includes 50 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021838-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10934489
title: Supplementary Dataset: Air quality modeling intercomparison and multi-scale ensemble chain for Latin America

description: The Supplementary dataset of the manuscript titled "Air quality modeling intercomparison and multi-scale ensemble chain for Latin America" can be downloaded via this link:https://swiftbrowser.dkrz.de/public/dkrz_3ab03fbe-db0a-42e8-8b19-caf61d10634d/PAPILA/

The data repository contains the model data used in the model intercomparison with six global and regional chemical-transport model over Latin America and the observation datasets used in the model intercomparison.  This work presents the first model intercomparison and ensemble construction for Latin America, which was assembled under the Prediction of Air Pollutants in Latin America (PAPILA project (https://papila-h2020.eu/papila).
DOI: 10.5281/zenodo.10934490
title: Supplementary Dataset: Air quality modeling intercomparison and multi-scale ensemble chain for Latin America

description: The Supplementary dataset of the manuscript titled "Air quality modeling intercomparison and multi-scale ensemble chain for Latin America" can be downloaded via this link:https://swiftbrowser.dkrz.de/public/dkrz_3ab03fbe-db0a-42e8-8b19-caf61d10634d/PAPILA/

The data repository contains the model data used in the model intercomparison with six global and regional chemical-transport model over Latin America.  This work presents the first model intercomparison and ensemble construction for Latin America, which was assembled under the Prediction of Air Pollutants in Latin America (PAPILA project (https://papila-h2020.eu/papila).
DOI: 10.5281/zenodo.13151018
title: Supplementary Dataset: Air quality modeling intercomparison and multi-scale ensemble chain for Latin America

description: The Supplementary dataset of the manuscript titled "Air quality modeling intercomparison and multi-scale ensemble chain for Latin America" can be downloaded via this link:https://swiftbrowser.dkrz.de/public/dkrz_3ab03fbe-db0a-42e8-8b19-caf61d10634d/PAPILA/

The data repository contains the model data used in the model intercomparison with six global and regional chemical-transport model over Latin America.  This work presents the first model intercomparison and ensemble construction for Latin America, which was assembled under the Prediction of Air Pollutants in Latin America (PAPILA project (https://papila-h2020.eu/papila).
DOI: 10.5281/zenodo.13951551
title: Supplementary Dataset: Air quality modeling intercomparison and multi-scale ensemble chain for Latin America

description: The Supplementary dataset of the manuscript titled "Air quality modeling intercomparison and multi-scale ensemble chain for Latin America" can be downloaded via this link:https://swiftbrowser.dkrz.de/public/dkrz_3ab03fbe-db0a-42e8-8b19-caf61d10634d/PAPILA/

The data repository contains the model data used in the model intercomparison with six global and regional chemical-transport model over Latin America and the observation datasets used in the model intercomparison.  This work presents the first model intercomparison and ensemble construction for Latin America, which was assembled under the Prediction of Air Pollutants in Latin America (PAPILA project (https://papila-h2020.eu/papila).
DOI: 10.15468/dl.3aqgsw
title: Occurrence Download

description: A dataset containing 75024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhododendron ferrugineum L., Rhododendron ferrugineum L., Azalea ferruginea (L.) Kuntze, Chamaerhododendron ferrugineum (L.) Bubani, Plinthochroma ferrugineum (L.) Dulac, Plinthocroma ferrugineum (L.) Dulac, Rhododendron ferrugineum f. albiflorum (Thürlings) Braun-Blanq., Rhododendron ferrugineum f. albiflorum Rhiner, Rhododendron ferrugineum f. album (D.Don) Zabel, Rhododendron ferrugineum f. atrococcineum (Bean) Rehder, Rhododendron ferrugineum f. erectum (Millais) Rehder, Rhododendron ferrugineum f. plenum Rehder, Rhododendron ferrugineum f. variegatum (Bean) Rehder, Rhododendron ferrugineum subsp. ferrugineum, Rhododendron ferrugineum var. albiflorum Brügger, Rhododendron ferrugineum var. albiflorum DC., Rhododendron ferrugineum var. album D.Don, Rhododendron ferrugineum var. atrococcineum Bean, Rhododendron ferrugineum var. erectum Millais, Rhododendron ferrugineum var. variegatum Bean, Rhododendron germanicum var. ferrugineum (L.) Hoppe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to January",
 "Month is less than or equal to September",
 "Continent is Europe"
 ]
}

 The dataset includes 75024 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021839-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xym7h5
title: Occurrence Download

description: A dataset containing 1731 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis mellifera scutellata Lepeletier, 1836"
 ]
}

 The dataset includes 1731 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021840-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26x2vg
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sarcinodes restitutaria (Walker, 1862)"
 ]
}

 The dataset includes 58 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021841-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13951801
title: Dormancy in the origin, evolution, and persistence of life on Earth

description: Code for simulation model and output figures
description: Life has existed on Earth for most of the planet's history, yet major gaps and unresolved questions remain about how it first arose and persisted. Early Earth posed numerous challenges, including harsh, noisy, and fluctuating environments. Today, many organisms cope with such conditions by entering a reversible state of reduced metabolic activity, a phenomenon known as dormancy. This process protects inactive individuals and minimizes the risk of extinction by preserving information that stabilizes life-system dynamics. Here, we develop a framework for understanding dormancy on early Earth, beginning with a primer on dormancy theory and its core criteria. We hypothesize that dormancy-like mechanisms acting on chemical precursors in a prebiotic world may have facilitated the origin of life. Drawing on evidence from phylogenetic reconstructions and the fossil record, we show that dormancy is prevalent across the tree of life and throughout deep time. These observations lead us to consider how dormancy might have shaped nascent living systems by buffering stochastic processes in small populations, protecting against large-scale planetary disturbances, aiding dispersal in patchy landscapes, and facilitating adaptive radiations. Given that dormancy is a fundamental and easily evolved property on Earth, it is also likely a feature of life elsewhere in the universe.
DOI: 10.5281/zenodo.13951802
title: Dormancy in the origin, evolution, and persistence of life on Earth

description: Code for simulation model and output figures
description: Life has existed on Earth for most of the planet's history, yet major gaps and unresolved questions remain about how it first arose and persisted. Early Earth posed numerous challenges, including harsh, noisy, and fluctuating environments. Today, many organisms cope with such conditions by entering a reversible state of reduced metabolic activity, a phenomenon known as dormancy. This process protects inactive individuals and minimizes the risk of extinction by preserving information that stabilizes life-system dynamics. Here, we develop a framework for understanding dormancy on early Earth, beginning with a primer on dormancy theory and its core criteria. We hypothesize that dormancy-like mechanisms acting on chemical precursors in a prebiotic world may have facilitated the origin of life. Drawing on evidence from phylogenetic reconstructions and the fossil record, we show that dormancy is prevalent across the tree of life and throughout deep time. These observations lead us to consider how dormancy might have shaped nascent living systems by buffering stochastic processes in small populations, protecting against large-scale planetary disturbances, aiding dispersal in patchy landscapes, and facilitating adaptive radiations. Given that dormancy is a fundamental and easily evolved property on Earth, it is also likely a feature of life elsewhere in the universe.
DOI: 10.15468/dl.adgzf5
title: Occurrence Download

description: A dataset containing 8111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen, Occurrence evidence)",
 "Continent is Europe",
 "Country is Italy",
 "GadmGid is ITA.17_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 8111 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021842-241007104925546/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.27257685
title: Raw data for peer review & calculations

description: This dataset contains both raw and calculated data from a study evaluating the biological activities of <i>Pelargonium graveolens</i> essential oil (PFEO), including its antioxidant properties and enzyme inhibition activities, specifically targeting elastase, collagenase, and tyrosinase. Raw data includes measurements such as absorbance readings, enzyme inhibition percentages, and microbial growth inhibition. The calculated data provides IC50 values for antioxidant activity and enzyme inhibition, facilitating the analysis of PFEO’s therapeutic potential.Additionally, the dataset includes results from antimicrobial assays against various bacterial and fungal strains, as well as in vivo evaluations of anti-inflammatory and analgesic effects. A detailed report of the gas chromatography-mass spectrometry (GC-MS) analysis of PFEO is also included, highlighting the volatile compounds responsible for its biological activity.
DOI: 10.15468/dl.6pxhzx
title: Occurrence Download

description: A dataset containing 14522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "TaxonKey is one of (Combretaceae, Lythraceae, Vochysiaceae, Myrtaceae, Melastomataceae)",
 "Year 1995-2024"
 ]
}

 The dataset includes 14522 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021843-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zt4v2
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material citation)",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Baldellia ranunculoides (L.) Parl.",
 "Year 1970-2020"
 ]
}

 The dataset includes 35 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021844-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6byve
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tayassu pecari (Link, 1795)"
 ]
}

 The dataset includes 206 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021846-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9660547
title: One-Stroke Dotted ("Pulli") Kolam
DOI: 10.15468/dl.kw48n3
title: Occurrence Download

description: A dataset containing 1245 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptocybe invasa Fisher & La Salle, 2004"
 ]
}

 The dataset includes 1245 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021848-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfq8xj
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cybister (Cybister) confusus Sharp, 1882, Cybister confusus Sharp, 1882, Cybister confusus Sharp, 1882, Cybister confusus Sharp, 1882)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021849-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.