cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/0ad-9ab-5l0
title: Medicago falcata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ad-edd-2hy
title: Equisetum palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ad-ej4-jgw
title: Carex oederi var. oederi

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ab-lyz-rl9
title: Rosa spinosissima L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ad-g3w-1t3
title: Achnatherum calamagrostis (L.) P.Beauv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ad-jkt-s47
title: Alchemilla glabra Neygenf.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/nvyvvbxrgp
title: Sentinel-2 and Geomorphology

description: Data from the article entitled “Integrating multispectral satellite data and geomorphology to assess secondary iron minerals distribution in the Sierra Minera de Cartagena-La Unión (SE Spain)”
DOI: 10.3535/0ad-m2p-0jx
title: Lipandra polysperma (L.) S. Fuentes, Uotila & Borsch

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ad-peb-lb1
title: Allium scorodoprasum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ad-zte-ecl
title: Draba incana L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/nvyvvbxrgp.1
title: Sentinel-2 and Geomorphology

description: Data from the article entitled “Integrating multispectral satellite data and geomorphology to assess secondary iron minerals distribution in the Sierra Minera de Cartagena-La Unión (SE Spain)”
DOI: 10.3535/0ae-4md-a3j
title: Juncus triglumis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ae-an3-4mc
title: Eriophorum scheuchzeri Hoppe

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ae-dgs-gdg
title: Poa angustifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ae-gn5-a6q
title: Ranunculus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/82dfhw4v8r
title: Sustainable Investing under Ambiguity

description: Supplementary materials for the project: Sustainable Investing under Ambiguity: A Dual-Criterion Probabilistic Framework (Bongermino, Romagnoli, Rossi).
the file "firm_level_summary_returns_esg.csv" contains a summary table for the returns and ESG score for companies included in our dataset
DOI: 10.3535/0ae-jcc-0th
title: Juniperus communis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ae-mgx-5fe
title: Cardamine hirsuta L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ae-sfz-fq3
title: Draba nivalis Lilj.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/82dfhw4v8r.1
title: Sustainable Investing under Ambiguity

description: Supplementary materials for the project: Sustainable Investing under Ambiguity: A Dual-Criterion Probabilistic Framework (Bongermino, Romagnoli, Rossi).
the file "firm_level_summary_returns_esg.csv" contains a summary table for the returns and ESG score for companies included in our dataset
DOI: 10.3535/0ae-wmk-wjj
title: Vicia cracca L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ae-wtz-rm5
title: Equisetum pratense Ehrh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0af-027-l3l
title: Carex chordorrhiza L.f.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0af-1sc-g7x
title: Eriophorum gracile Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17966121
title: Stim circuits for "Logical gates on Floquet codes via folds and twists"

description: Example Stim circuits for logical gate experiments on the CSS Honeycomb Floquet Code via fold-transversal gates and Dehn twists. Stim circuits included have used distance 3, 5, 7, and 9 honeycomb codes, with physical error probabilities of 0.05% (sub-threshold) and 0.3% (near-threshold), and with the two logical qubits prepared in either the X or Z bases. Other circuits were also generated for the paper, with the only differences being the physical error probabilities.
DOI: 10.5281/zenodo.17966122
title: Stim circuits for "Logical gates on Floquet codes via folds and twists"

description: Example Stim circuits for logical gate experiments on the CSS Honeycomb Floquet Code via fold-transversal gates and Dehn twists. Stim circuits included have used distance 3, 5, 7, and 9 honeycomb codes, with physical error probabilities of 0.05% (sub-threshold) and 0.3% (near-threshold), and with the two logical qubits prepared in either the X or Z bases. Other circuits were also generated for the paper, with the only differences being the physical error probabilities.
DOI: 10.3535/0af-5vt-h3q
title: Dryopteris expansa (C. Presl) Fraser-Jenk. & Jermy

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0af-phc-735
title: Cerastium arvense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0af-t7j-x1p
title: Carex disticha Huds.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.y2arks
title: Occurrence Download

description: A dataset containing 474745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Knautia arvensis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 474745 records from 1978 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060667-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x82cu5
title: Occurrence Download

description: A dataset containing 110303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tetrix depressa Brisout de Barneville, 1848, Vaccinium microcarpum (Turcz. ex Rupr.) Schmalh. ex Busch, Vaccinium oxycoccos L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 110303 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330328-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fpv27
title: Occurrence Download

description: A dataset listing the 5 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Homo sapiens Linnaeus, 1758"
 ]
}

 The dataset's 5 records were derived from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204646-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rmcug
title: Occurrence Download

description: A dataset containing 1611793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Setophaga pinus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 1611793 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084500-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7seau
title: Occurrence Download

description: A dataset containing 3824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is IRL",
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 3824 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017066-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6wknt
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus bangii Lourteig"
 ]
}

 The dataset includes 20 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099900-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k4x86
title: Occurrence Download

description: A dataset containing 600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Selaginellaceae",
 "TaxonKey is Selaginellales"
 ]
 }
 ]
}

 The dataset includes 600 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187291-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7hxrq
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Sammlung Koniferenzapfen Herbarium Hamburgense HBG",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 221 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205978-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzs2hk
title: Occurrence Download

description: A dataset containing 37312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Formicidae",
 "Year 1990-2023"
 ]
}

 The dataset includes 37312 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084530-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp6u95
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enteromius cadenati (Daget, 1962)"
 ]
}

 The dataset includes 92 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330364-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.keug34
title: Occurrence Download

description: A dataset containing 9181 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnanthemum Cass."
 ]
}

 The dataset includes 9181 records from 315 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202666-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7fjjpm
title: Occurrence Download

description: A dataset containing 10309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Puma concolor (Linnaeus, 1771))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10309 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187294-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czge9x
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus borealis Trautv."
 ]
}

 The dataset includes 535 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099923-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7fdrnx
title: Occurrence Download

description: A dataset containing 4818461 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tropicos MO Specimen Data"
 ]
}

 The dataset includes 4818461 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0420851-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmaum6
title: Occurrence Download

description: A dataset containing 307255 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus bulbosus L."
 ]
}

 The dataset includes 307255 records from 1728 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099932-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uq38zd
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Euglossa ignita Smith, 1874"
 ]
}

 The dataset's 1 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041881-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mcjh9
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gerbillus hesperinus Cabrera, 1936"
 ]
}

 The dataset includes 113 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0352935-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rxvce
title: Occurrence Download

description: A dataset containing 2793 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus melanocarpus Osgood, 1904"
 ]
}

 The dataset includes 2793 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0352621-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ukcfg
title: Occurrence Download

description: A dataset containing 7642491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador"
 ]
}

 The dataset includes 7642491 records from 1863 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280027-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15640614
title: Transformer-Based Enzyme Classification: Models and Dataset

description: Transformer-Based Enzyme Classification:Models and DatasetThis dataset contains trained ESM2 transformer models and curated datasets for enzymeclassification and EC function prediction.i

🎯 ApplicationPredict enzyme function for S. cerevisiae genes with unknown functionality:1. Is the gene an enzyme?2. If so, what is the EC commission number?

📊 PerformanceBinary Enzyme Classification:● Accuracy: 96.5%● Specificity: 98.0%● Sensitivity: 94.4%

Related RepositoryGitHub Code: https://github.com/naomifridman/transformer-based-enzyme-classificationContains:● Prediction scripts● Attention mechanism analysis● Visualization tools● Usage examples
DOI: 10.5281/zenodo.15641839
title: Transformer-Based Enzyme Classification: Models and Dataset

description: Transformer-Based Enzyme Classification:Models and DatasetThis dataset contains trained ESM2 transformer models and curated datasets for enzymeclassification and EC function prediction.i

🎯 ApplicationPredict enzyme function for S. cerevisiae genes with unknown functionality:1. Is the gene an enzyme?2. If so, what is the EC commission number?

📊 PerformanceBinary Enzyme Classification:● Accuracy: 96.5%● Specificity: 98.0%● Sensitivity: 94.4%

Related RepositoryGitHub Code: https://github.com/naomifridman/transformer-based-enzyme-classificationContains:● Prediction scripts● Attention mechanism analysis● Visualization tools● Usage examples
DOI: 10.5281/zenodo.15648240
title: DHONI
DOI: 10.5281/zenodo.15648241
title: DHONI
DOI: 10.15468/dl.wf58wz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Evotella carnosa (Lindl.) J.C.Manning & Goldblatt",
 "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 ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038227-250525065834625/datasets/export for details.
DOI: 10.15468/dl.szmgub
title: Occurrence Download

description: A dataset containing 2 records in GBIF matching the query:
SELECT "specieskey", MIN("year") AS "gimme" 
 FROM occurrence 
 WHERE ("decimallongitude" &gt;= 5.0 AND "decimallongitude" &lt;= 6.0 AND "decimallatitude" &gt;= 49.0 AND "decimallatitude" &lt;= 50.0 AND "specieskey" IN ('3189883', '3189866', '5232437')) GROUP BY "specieskey";

 The dataset's 2 records were derived from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038217-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdatsj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes subaffinis Cholnoky, 1959",
 "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 ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038228-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15648301
title: Daten der Notaufnahmesurveillance

description: Der Datensatz 'Notaufnahmesurveillance' enthält aggregierte Daten der Routinedokumentation aus einer Auswahl deutscher Notaufnahmen aus dem AKTIN-Notaufnahmeregister und bildet die Grundlage für die Notaufnahmesurveillance am RKI.
DOI: 10.15468/dl.m6umpb
title: Occurrence Download

description: A dataset containing 2833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "DatasetKey is one of (Diversity of the Indo-Pacific (DIPnet), LSUMZ Birds Collection, Naturalis Biodiversity Center (NL) - Botany, Fish Collection (Family Carangidae) (2010) from the South China Sea Repository and Reference Centre (RRC), Institute of Oceanography and Environment (INOS), Universiti Malaysia Terengganu (UMT), International Barcode of Life project (iBOL), Royal Botanic Gardens, Kew - Herbarium Specimens, VectorBase (Bioinformatics Resource for Invertebrate Vectors of Human Pathogens), INSDC Sequences, iNaturalist Research-grade Observations, EOD – eBird Observation Dataset)",
 "Geometry POLYGON((116.53757 6.5104,117.27573 6.5104,117.27573 7.10313,116.53757 7.10313,116.53757 6.5104))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU, NT, LC, DD, NE)",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 2833 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038229-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15648296
title: VIRAT
DOI: 10.5281/zenodo.15648297
title: VIRAT
DOI: 10.15468/dl.fdguq6
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Cologania broussonetii (Balb.) DC."
 ]
}

 The dataset includes 51 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038231-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.