cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xh5d9d
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049450-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehh25k
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Enteromius callipterus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 53 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049449-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gf3kk
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera fragrantissima",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049451-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mppmke
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera fragrantissima",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049452-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9gevp
title: Occurrence Download

description: A dataset containing 2743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dialytrichia mucronata (Brid.) Broth."
 ]
}

 The dataset includes 2743 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013782-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17630/c0d6d626-a8b2-4a96-a9a0-fdf024b5af9d
title: Data underpinning Matthew Irvine's PhD

description: Indefinite embargo applied. Embargo reason: permission not provided to allow public access
DOI: 10.15468/dl.gqakky
title: Occurrence Download

description: A dataset containing 459026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-88.00682399999999 42.645188, -88.134263 42.62781, -88.260356 42.602639, -88.423373 42.552319, -88.54499 42.503155, -88.682131 42.412589, -88.773431 42.232687, -88.762787 42.018106, -88.740118 41.734746, -88.666444 41.468388, -88.33208 41.196362, -87.816365 41.094353, -87.487667 41.145358, -87.18373099999999 41.305088, -87.096631 41.479722, -87.079629 41.615735, -87.085296 41.70641, -87.20471999999999 41.66247, -87.44214700000001 41.737447, -87.57834200000001 41.978436, -87.720022 42.159786, -87.816365 42.346803, -87.751946 42.647119, -87.881316 42.654843, -88.00682399999999 42.645188))",
 "InstitutionCode is iNaturalist",
 {
 "not" : {
 "KingdomKey" : [
 "is one of (Bacteria, Chromista, Protozoa, Viruses, incertae sedis)"
 ]
 }
 },
 {
 "not" : {
 "PhylumKey" : [
 "is one of (Porifera, Cnidaria, Ctenophora, Chaetognatha, Brachiopoda, Bryozoa, Phoronida, Echinodermata, Hemichordata, Rhodophyta, Chlorophyta, Charophyta)"
 ]
 }
 },
 {
 "not" : {
 "ClassKey" : [
 "is one of (Polychaeta, Rhynchobdellida, Bivalvia, Cephalopoda, Polyplacophora, Scaphopoda, Sipuncula, Stomatopoda, Maxillopoda, Copepoda, Merostomata, Branchiopoda, Ascidiacea, Thaliacea, Myxini, Elasmobranchii, Holocephali, Petromyzonti)"
 ]
 }
 },
 {
 "not" : {
 "FamilyKey" : [
 "is one of (Viviparidae, Naticidae, Littorinidae, Tateidae, Strombidae, Calyptraeidae, Caecidae, Cassidae, Tornidae, Ovulidae, Hipponicidae, Cypraeidae, Triviidae, Cymatiidae, Neritidae, Euryleptidae, Dugesiidae, Caprellidae, Gammaridae, Cirolanidae, Sphaeromatidae, Idoteidae, Philosciidae, Porcellionidae, Halophilosciidae, Aegidae, Cylisticidae, Delphinidae, Phocoenidae)"
 ]
 }
 },
 {
 "not" : {
 "OrderKey" : [
 "is one of (Nudibranchia, Cephalaspidea, Neogastropoda, Trochida, Pteropoda, Lepetellida, Aplysiida, Decapoda, Acipenseriformes, Amiiformes, Anguilliformes)"
 ]
 }
 },
 {
 "not" : {
 "SpeciesKey" : [
 "is one of (Felis catus, Canis lupus familiaris)"
 ]
 }
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than 100",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen, Living Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 459026 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007379-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17709162
title: Datasets for the manuscript: Evaluating multimodal commercial and open-source large language models for dynamical astronomy

description: The datasets used to evaluate the performance of different large language models on astronomical images (mean-motion and secular resonances). There are four datasets:



'RB–TEST — a test dataset containing eight clear examples that can be used for a quick check of the given model;

RB–PILOT — a dataset containing 50 images of different behaviors with simplified outputs (resonant or non-resonant) to compare the results with previous studies;

RB–SMALL — a pilot dataset containing 50 images of different behaviors with  controversial examples;

RB–FULL containing 450 images of all possible behaviors.' (Smirnov & Carruba, 2026-7)


Relevant theoretical background can be found in the papers provided in Related works section.

If you use this dataset, please consider referencing:



Smirnov & Carruba (2026). Submitted.
DOI: 10.5281/zenodo.17709163
title: Datasets for the manuscript: Evaluating multimodal commercial and open-source large language models for dynamical astronomy

description: The datasets used to evaluate the performance of different large language models on astronomical images (mean-motion and secular resonances). There are four datasets:



'RB–TEST — a test dataset containing eight clear examples that can be used for a quick check of the given model;

RB–PILOT — a dataset containing 50 images of different behaviors with simplified outputs (resonant or non-resonant) to compare the results with previous studies;

RB–SMALL — a pilot dataset containing 50 images of different behaviors with  controversial examples;

RB–FULL containing 450 images of all possible behaviors.' (Smirnov & Carruba, 2026-7)


Relevant theoretical background can be found in the papers provided in Related works section.

If you use this dataset, please consider referencing:



Smirnov & Carruba (2026). Submitted.
DOI: 10.15468/dl.dtbchv
title: Occurrence Download

description: A dataset containing 33942 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Odorrana"
 ]
}

 The dataset includes 33942 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007401-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdv9qq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trimeresurus arunachalensis)",
 "Country is one of (China, India, Indonesia, Pakistan, Bangladesh, Japan, Philippines, Viet Nam, Türkiye, Iran (Islamic Republic of), Thailand, Myanmar, Korea, Republic of, Korea (Democratic People’s Republic of), Iraq, Afghanistan, Saudi Arabia, Uzbekistan, Malaysia, Yemen, Nepal, Sri Lanka, Kazakhstan, Syrian Arab Republic, Cambodia, Jordan, Azerbaijan, United Arab Emirates, Tajikistan, Israel, Lao People’s Democratic Republic, Lebanon, Kyrgyzstan, Turkmenistan, Singapore, Oman, Palestine, State of, Kuwait, Georgia, Mongolia, Armenia, Qatar, Bahrain, Timor-Leste, Cyprus, Bhutan, Maldives, Brunei Darussalam)",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007402-251120083545085/datasets/export for details.
DOI: 10.13140/rg.2.2.11589.51682
title: Bollettino sismico Regione Umbria 2015 per Google Earth
DOI: 10.15468/dl.vpcams
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((45.72246095116744 3.5660956502287124, 45.72538407931703 3.5720418919584027, 45.72709682336902 3.578447300018463, 45.727533070180996 3.585065881850491, 45.72667571888277 3.591643332147618, 45.72455738921422 3.5979267990533472, 45.72125921789832 3.6036746138748064, 45.71690778169238 3.608665608477696, 45.711670259087015 3.612707657712401, 45.70574801260704 3.615645112035715, 45.6993688372746 3.617364827171687, 45.69277817513582 3.6178005517503355, 45.68622963826213 3.6169354982677833, 45.679975211260384 3.6148029947551814, 45.67425551764115 3.611485191114562, 45.66929053173883 3.607109871805094, 45.6652710993838 3.6018455020008777, 45.66235159711523 3.595894704181626, 45.66064401304173 3.5894864233811914, 45.66021367474602 3.582867089506438, 45.66107678358075 3.576291122355812, 45.66319984327372 3.570011147990406, 45.66650099699881 3.5642683033956812, 45.670853213953656 3.559283000034258, 45.676089196785185 3.555246496615844, 45.68200781738477 3.552313598383279, 45.68838183273751 3.550596755988767, 45.694966586357744 3.5501617834531713, 45.701509365692864 3.5510253537885803, 45.70775906266954 3.5531543647596817, 45.71347577388078 3.556467198172487, 45.71843997903651 3.560836826240191, 45.72246095116744 3.5660956502287124))",
 "Year is one of (2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007403-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17709732
title: FinCog: Finnic Cognates in Paralex datasets

description: Caution: this concordance is experimental and should be used with many limitations. Please refer to the caveats section!


The Finnic cognates paralex concordance is a concordance between 4 paralex (https://paralex-standard.org/) datasets for Finnic languages:



Eesthetics (Estonian, 10.5281/zenodo.8383522)

ParaFin (Finnish, 10.5281/zenodo.13736131)

ParaLiv (Livonian, 10.5281/zenodo.11391420)

ParaKar (Livvi Karelian, 10.5281/zenodo.13736170)


Paralex datasets are inflected lexicons. This concordance aligns the lexemes from the different datasets and allows for quantitative comparisons of inflectional structures.

For additional details, please got to the README.md.
DOI: 10.15468/dl.22usb4
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is RUS.11_1",
 "TaxonKey is Salamandrella keyserlingii"
 ]
}

 The dataset includes 49 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007407-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpuz5e
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trimeresurus caudornatus)",
 "Country is one of (China, India, Indonesia, Pakistan, Bangladesh, Japan, Philippines, Viet Nam, Türkiye, Iran (Islamic Republic of), Thailand, Myanmar, Korea, Republic of, Korea (Democratic People’s Republic of), Iraq, Afghanistan, Saudi Arabia, Uzbekistan, Malaysia, Yemen, Nepal, Sri Lanka, Kazakhstan, Syrian Arab Republic, Cambodia, Jordan, Azerbaijan, United Arab Emirates, Tajikistan, Israel, Lao People’s Democratic Republic, Lebanon, Kyrgyzstan, Turkmenistan, Singapore, Oman, Palestine, State of, Kuwait, Georgia, Mongolia, Armenia, Qatar, Bahrain, Timor-Leste, Cyprus, Bhutan, Maldives, Brunei Darussalam)",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007405-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24403/jp.1512711
title: Vorfreude und Rückblick : Sabine Homilius, Präsidentin von Bibliothek & Information Deutschland (BID), zum 9. Bibliothekskongress
DOI: 10.5281/zenodo.17227174
title: Wormhole formation in fluid-driven granular flow

description: Experimental dataset for the paper "Wormhole formation in fluid-driven granular flow" DOI: 10.1038/s42005-025-02366-w. Data from the graphical figures of the paper are uploaded in CSV files and .mat for particle image velocimetry. Supplementary videos are also included to illustrate certain flow behaviours of the system. Text documents in each folder contain information relating to the files.

The experimental system is a vertically oriented Hele-Shaw cell with plate gap 0.05 cm, width 20 cm and height 30 cm. The cell was filled with water and glass beads of various diameters. The mixture was withdrawn at a controlled flow rate from an outlet on the front plate near the bottom of the cell. Various types of flow behaviour were observed and quantified including wormholes, viscous fingers, classical silo flow, and porous flow.
DOI: 10.5281/zenodo.17227173
title: Wormhole formation in fluid-driven granular flow

description: Experimental dataset for the paper "Wormhole formation in fluid-driven granular flow" DOI: 10.1038/s42005-025-02366-w. Data from the graphical figures of the paper are uploaded in CSV files and .mat for particle image velocimetry. Supplementary videos are also included to illustrate certain flow behaviours of the system. Text documents in each folder contain information relating to the files.

The experimental system is a vertically oriented Hele-Shaw cell with plate gap 0.05 cm, width 20 cm and height 30 cm. The cell was filled with water and glass beads of various diameters. The mixture was withdrawn at a controlled flow rate from an outlet on the front plate near the bottom of the cell. Various types of flow behaviour were observed and quantified including wormholes, viscous fingers, classical silo flow, and porous flow.
DOI: 10.17605/osf.io/bkdwy
title: Libraries as research enablers: A content analysis of research excellence framework environment statements

description: Dataset underpinning the analyses presented in Pike, C. and Lancho Barrantes, B.S. (2025) Libraries as research enablers: A content analysis of Research Excellence Framework environment statements. *The Journal of Academic Librarianship*, article number 103039. https://doi.org/10.1016/j.acalib.2025.103039
DOI: 10.15468/dl.45zgt6
title: Occurrence Download

description: A dataset containing 2862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2862 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007410-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17708588
title: Co-culture together and separated of 3 yeast species

description: This dataset originates from an experiment involving the co-culture of three different yeast species, grown under two conditions: direct cell-to-cell contact and physical separation using membrane bioreactors. The dataset includes growth curve measurements collected over a 24-hour period, allowing the comparison of microbial dynamics under both conditions. In addition, there are datasets related with transcriptomic analysis of the three different yeast species.
DOI: 10.5281/zenodo.17708587
title: Co-culture together and separated of 3 yeast species

description: This dataset originates from an experiment involving the co-culture of three different yeast species, grown under two conditions: direct cell-to-cell contact and physical separation using membrane bioreactors. The dataset includes growth curve measurements collected over a 24-hour period, allowing the comparison of microbial dynamics under both conditions. In addition, there are datasets related with transcriptomic analysis of the three different yeast species.
DOI: 10.15468/dl.ejb8p6
title: Occurrence Download

description: A dataset containing 4057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Living Specimen)",
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Testudines"
 ]
}

 The dataset includes 4057 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007411-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvc9n5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trimeresurus gracilis)",
 "Country is one of (China, India, Indonesia, Pakistan, Bangladesh, Japan, Philippines, Viet Nam, Türkiye, Iran (Islamic Republic of), Thailand, Myanmar, Korea, Republic of, Korea (Democratic People’s Republic of), Iraq, Afghanistan, Saudi Arabia, Uzbekistan, Malaysia, Yemen, Nepal, Sri Lanka, Kazakhstan, Syrian Arab Republic, Cambodia, Jordan, Azerbaijan, United Arab Emirates, Tajikistan, Israel, Lao People’s Democratic Republic, Lebanon, Kyrgyzstan, Turkmenistan, Singapore, Oman, Palestine, State of, Kuwait, Georgia, Mongolia, Armenia, Qatar, Bahrain, Timor-Leste, Cyprus, Bhutan, Maldives, Brunei Darussalam)",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007414-251120083545085/datasets/export for details.
DOI: 10.3929/ethz-b-000280357
title: Picoseismic data set of the 12 Grimsel HS and HF ISC hydraulic stimulation experiments
DOI: 10.3929/ethz-b-000456232
title: Single-Hole and Cross-Hole Time-Lapse GPR 250MHz Borehole Dataset during Salt Tracer injection
DOI: 10.3929/ethz-b-000227499
title: Hydraulic Characterization Data Collected Pre- and Post-hydraulic fracturing experiments for Stress Measurement at Grimsel Test Site

description: This is the dataset which is associated with Jalali, M., Gischig, V., Doetsch, J., Näf, R.,Krietsch, H., Klepikova, M.,Amann, F. and Giardini, D., 2018: Transmissivity Changes and Microseismicity Induced by Small-Scale Hydraulic Fracturing Tests in Crystalline Rock, Geophysical Research Letter, https://doi.org/10.3929/ethz-b-000249353. The measurements were acquired as part of the Grimsel ISC Project in the framework of the Swiss Competence Center for Energy Research - Supply of Electricity (SCCER-SOE).
DOI: 10.15468/dl.2e7we7
title: Occurrence Download

description: A dataset containing 39098352 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 countrycode countrycode,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, countrycode, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, countrycode, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, countrycode, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, countrycode, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, countrycode, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, countrycode, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year",
 occurrence.countrycode

 The dataset's 39098352 records were derived from 61668 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007268-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.