cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zdkfr8
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new species of Macrocypraea (Gastropoda, Cypraeidae) from Trindade Island, Brazil, including phenotypic differentiation from remaining congeneric species"
 ]
}

 The dataset includes 39 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014701-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8jkd3
title: Occurrence Download

description: A dataset containing 19227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Chasmanthium Link"
 ]
}

 The dataset includes 19227 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014703-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xp4nck
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new species of Macrocypraea (Gastropoda, Cypraeidae) from Trindade Island, Brazil, including phenotypic differentiation from remaining congeneric species"
 ]
}

 The dataset's 3 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014700-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15336055
title: Functional Asymmetries and Force Efficiency in Elite Junior Badminton: Dataset and Analysis Pipelines

description: This dataset accompanies the study titled “Functional Asymmetries and Force Efficiency in Elite Junior Badminton: A Controlled Trial Using Hop Test Metrics and Neuromuscular Adaptation Indices.” The study investigated the effects of a 4-week biofeedback-guided training intervention aimed at reducing inter-limb asymmetries and enhancing neuromuscular performance in elite junior badminton players.

The uploaded materials include:





Raw asymmetry and performance data,




Supplementary Table S1 (functional outputs by asymmetry subgroups),




Full R Markdown analysis script (.Rmd),




KNIME machine learning pipeline (.knwf),




Visual figures used in publication (correlation matrix, PCA biplot, ROC curve, confusion matrix),




A README file detailing the dataset structure and analytical workflow.



All data are anonymized and structured according to FAIR principles. The R script and KNIME pipeline enable complete replication of statistical analyses and machine learning procedures, including PCA, LASSO, linear mixed models, and Random Forest classification. This repository is intended for open access use by researchers, coaches, and sport scientists interested in neuromechanical asymmetry, reactivity, and individualized training adaptation in youth athletes.
DOI: 10.5281/zenodo.15336056
title: Functional Asymmetries and Force Efficiency in Elite Junior Badminton: Dataset and Analysis Pipelines

description: This dataset accompanies the study titled “Functional Asymmetries and Force Efficiency in Elite Junior Badminton: A Controlled Trial Using Hop Test Metrics and Neuromuscular Adaptation Indices.” The study investigated the effects of a 4-week biofeedback-guided training intervention aimed at reducing inter-limb asymmetries and enhancing neuromuscular performance in elite junior badminton players.

The uploaded materials include:





Raw asymmetry and performance data,




Supplementary Table S1 (functional outputs by asymmetry subgroups),




Full R Markdown analysis script (.Rmd),




KNIME machine learning pipeline (.knwf),




Visual figures used in publication (correlation matrix, PCA biplot, ROC curve, confusion matrix),




A README file detailing the dataset structure and analytical workflow.



All data are anonymized and structured according to FAIR principles. The R script and KNIME pipeline enable complete replication of statistical analyses and machine learning procedures, including PCA, LASSO, linear mixed models, and Random Forest classification. This repository is intended for open access use by researchers, coaches, and sport scientists interested in neuromechanical asymmetry, reactivity, and individualized training adaptation in youth athletes.
DOI: 10.6084/m9.figshare.28927436
title: Supplemental.docx

description: Appendixes and Associative Connections from Edward William Lane’s ‘Arabic-English Lexicon’<br><br><b>Data Set Prepared for the Study:</b> "Muhammad, Interre(li)gional Communication and The Monotheism: Social Unconscious Centered Reading of the Founding Myth of Islam and Psychoanalytic Interpretation of the First Revelation"
DOI: 10.15468/dl.8hv42n
title: Occurrence Download

description: A dataset containing 83969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cheilanthes Sw."
 ]
}

 The dataset includes 83969 records from 373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014704-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110598763
title: Persepolis Fortification Elamite Tablet 0216, PF 0216

description: [Text Description:] Administrative text with seals PFS 0046, fragmentary impression ❧ [Text or Publication Number Note:] PF 0216 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text, Aramaic ink inscription. Seal impression PFS 0046 reverse; fragmentary impression left edge?. ❧ [Physical Object Note:] Broken left edge.
DOI: 10.25549/inscriptifact-ouc110598822
title: Persepolis Fortification Elamite Tablet 0222, PF 0222

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 0222 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text, Aramaic ink inscription. Seal impression reverse, left edge.
DOI: 10.25549/inscriptifact-ouc110598736
title: Persepolis Fortification Elamite Tablet 0216, PF 0216

description: [Text Description:] Administrative text with seals PFS 0046, fragmentary impression ❧ [Text or Publication Number Note:] PF 0216 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text, Aramaic ink inscription. Seal impression PFS 0046 reverse; fragmentary impression left edge?. ❧ [Physical Object Note:] Broken left edge.
DOI: 10.25549/inscriptifact-ouc110598759
title: Persepolis Fortification Elamite Tablet 0222, PF 0222

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 0222 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text, Aramaic ink inscription. Seal impression reverse, left edge.
DOI: 10.25549/inscriptifact-ouc110598734
title: Persepolis Fortification Elamite Tablet 0216, PF 0216

description: [Text Description:] Administrative text with seals PFS 0046, fragmentary impression ❧ [Text or Publication Number Note:] PF 0216 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text, Aramaic ink inscription. Seal impression PFS 0046 reverse; fragmentary impression left edge?. ❧ [Physical Object Note:] Broken left edge.
DOI: 10.25549/inscriptifact-ouc110598749
title: Persepolis Fortification Elamite Tablet 0216, PF 0216

description: [Text Description:] Administrative text with seals PFS 0046, fragmentary impression ❧ [Text or Publication Number Note:] PF 0216 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text, Aramaic ink inscription. Seal impression PFS 0046 reverse; fragmentary impression left edge?. ❧ [Physical Object Note:] Broken left edge.
DOI: 10.25549/inscriptifact-ouc110598729
title: Persepolis Fortification Elamite Tablet 0216, PF 0216

description: [Text Description:] Administrative text with seals PFS 0046, fragmentary impression ❧ [Text or Publication Number Note:] PF 0216 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text, Aramaic ink inscription. Seal impression PFS 0046 reverse; fragmentary impression left edge?. ❧ [Physical Object Note:] Broken left edge.
DOI: 10.25549/inscriptifact-ouc110598737
title: Persepolis Fortification Elamite Tablet 0216, PF 0216

description: [Text Description:] Administrative text with seals PFS 0046, fragmentary impression ❧ [Text or Publication Number Note:] PF 0216 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text, Aramaic ink inscription. Seal impression PFS 0046 reverse; fragmentary impression left edge?. ❧ [Physical Object Note:] Broken left edge.
DOI: 10.25549/inscriptifact-ouc110598694
title: Persepolis Fortification Elamite Tablet 0215, PF 0215

description: [Text Description:] Administrative text with seal PFS 0046 ❧ [Text or Publication Number Note:] PF 0215 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text, Aramaic ink inscription. Seal impression PFS 0046 reverse; another seal impression left edge. ❧ [Physical Object Note:] Cracks, damage on reverse.
DOI: 10.25549/inscriptifact-ouc110598727
title: Persepolis Fortification Elamite Tablet 0216, PF 0216

description: [Text Description:] Administrative text with seals PFS 0046, fragmentary impression ❧ [Text or Publication Number Note:] PF 0216 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text, Aramaic ink inscription. Seal impression PFS 0046 reverse; fragmentary impression left edge?. ❧ [Physical Object Note:] Broken left edge.
DOI: 10.25549/japan-posters-ouc11967796
title: Japanese Poster Collection

description: The Japanese poster collection contains 46 posters on the following topics: Japanese products and design; railways, ocean liners and tourism; Japanese art and design exhibitions; Japanese imperial modernity (including colonies in Korea, Manchuria, and northeastern China); and Japanese Ministry and Telecommunications campaigns. The posters reflect both Japanese painting techniques (nihonga) and Western painting techniques (yōga). Pictorial styles range from neo-traditionalism derived from woodblock prints (ukiyoe) to modernism. The prominence of beautiful women (bijin) as an aesthetic category in the collection is of note. Most of the posters were produced using the offset lithographic printing technique. The posters were created by prominent designers, commissioned by large Japanese corporations and government ministries, and produced by Japan's major offset printing companies. See also the finding aid.
DOI: 10.25549/inscriptifact-ouc110598693
title: Persepolis Fortification Elamite Tablet 0215, PF 0215

description: [Text Description:] Administrative text with seal PFS 0046 ❧ [Text or Publication Number Note:] PF 0215 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text, Aramaic ink inscription. Seal impression PFS 0046 reverse; another seal impression left edge. ❧ [Physical Object Note:] Cracks, damage on reverse.
DOI: 10.25549/inscriptifact-ouc110598725
title: Persepolis Fortification Elamite Tablet 0216, PF 0216

description: [Text Description:] Administrative text with seals PFS 0046, fragmentary impression ❧ [Text or Publication Number Note:] PF 0216 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text, Aramaic ink inscription. Seal impression PFS 0046 reverse; fragmentary impression left edge?. ❧ [Physical Object Note:] Broken left edge.
DOI: 10.15468/dl.hgrhz9
title: Occurrence Download

description: A dataset containing 204938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Arabidopsis thaliana (L.) Heynh."
 ]
}

 The dataset includes 204938 records from 1214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009516-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15261010
title: Student Perceptions of EMI Content Teacher-RepGridData

description: Student Perceptions of EMI Content Teacher-RepGridData
DOI: 10.5281/zenodo.15261011
title: Student Perceptions of EMI Content Teacher-RepGridData

description: Student Perceptions of EMI Content Teacher-RepGridData
DOI: 10.15468/dl.j8z7v8
title: Occurrence Download

description: A dataset containing 2844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-112.19266 33.38375,-111.96605 33.38375,-111.96605 33.50385,-112.19266 33.50385,-112.19266 33.38375))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StartDayOfYear 1-366",
 "TaxonKey is Plantae",
 "Year 2005-2025"
 ]
}

 The dataset includes 2844 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009532-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2agkg
title: Occurrence Download

description: A dataset containing 31138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((73 27,104 27,104 40,73 40,73 27))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset includes 31138 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009533-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.advzp9
title: Occurrence Download

description: A dataset containing 4286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "OccurrenceStatus is Present",
 "TaxonKey is Apidae",
 "Year 2015-2024"
 ]
}

 The dataset includes 4286 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009535-250415084134356/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/11513266
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/dl.cy49w6
title: Occurrence Download

description: A dataset containing 4052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence)",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Geodetic datum invalid, Coordinate precision invalid, Footprint WKT mismatch, Recorded date invalid, Identified date invalid, Individual count invalid, Basis of record invalid, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching)",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis lupus Linnaeus, 1758",
 "Year 2000-2025"
 ]
}

 The dataset includes 4052 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009536-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15260965
title: Data for Publication "Monsoon Hysteresis reveals Atmospheric Memory"

description: The data is produced by the GFDL-AM2 model combined with a slab ocean. It was preprocessed using CDOs in order to provide the relevant data in reasonable size. The codes to visualize and analyze the data is available at https://doi.org/10.5281/zenodo.15260911. 

slab_10years_ydaymean: Daily Monsoon Planet data averaged over 10years using CDO ydaymean for slab depths of 50m, 100m, 200m, 500m

slab_20years_ymonmean: Monthly Monsoon Planet data averaged over 20years using CDO ymonmean for slab depths of 50m, 100m, 200m, 500m

sol_20years_ymonmean: Monthly Monsoon Planet data averaged over 20years using CDO ymonmean for different solar radiation conditions

co2_20years_ymonmean: Monthly Monsoon Planet data averaged over 20years using CDO ymonmean for varying carbon dioxide concentration in the atmosphere

aerosol_20years_ymonmean: Monthly Monsoon Planet data averaged over 20years using CDO ymonmean for different atmospheric sulfate aerosol concentrations

albedo_20years_ymonmean: Monthly Monsoon Planet data averaged over 20years using CDO ymonmean for varying land surface albedo

memory: Daily Monsoon Planet Data with experiments of interrupted solar radiation for August, September and October. The file output_0_memory_selection.nc refers to the baseline simulation with natural solar radiation. 

bistability: Bistability experiments (daily output) with solar radiation kept fixed after reaching specific radiation sthreshold, e.g. 427 W/m^2. 

random_year: Daily Monsoon Planet data for one random year
DOI: 10.5281/zenodo.15260966
title: Data for Publication "Monsoon Hysteresis reveals Atmospheric Memory"

description: The data is produced by the GFDL-AM2 model combined with a slab ocean. It was preprocessed using CDOs in order to provide the relevant data in reasonable size. The codes to visualize and analyze the data is available at https://doi.org/10.5281/zenodo.15260911. 

slab_10years_ydaymean: Daily Monsoon Planet data averaged over 10years using CDO ydaymean for slab depths of 50m, 100m, 200m, 500m

slab_20years_ymonmean: Monthly Monsoon Planet data averaged over 20years using CDO ymonmean for slab depths of 50m, 100m, 200m, 500m

sol_20years_ymonmean: Monthly Monsoon Planet data averaged over 20years using CDO ymonmean for different solar radiation conditions

co2_20years_ymonmean: Monthly Monsoon Planet data averaged over 20years using CDO ymonmean for varying carbon dioxide concentration in the atmosphere

aerosol_20years_ymonmean: Monthly Monsoon Planet data averaged over 20years using CDO ymonmean for different atmospheric sulfate aerosol concentrations

albedo_20years_ymonmean: Monthly Monsoon Planet data averaged over 20years using CDO ymonmean for varying land surface albedo

memory: Daily Monsoon Planet Data with experiments of interrupted solar radiation for August, September and October. The file output_0_memory_selection.nc refers to the baseline simulation with natural solar radiation. 

bistability: Bistability experiments (daily output) with solar radiation kept fixed after reaching specific radiation sthreshold, e.g. 427 W/m^2. 

random_year: Daily Monsoon Planet data for one random year
DOI: 10.15468/dl.kzjm2w
title: Occurrence Download

description: A dataset containing 747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Garcinia kola Heckel"
 ]
}

 The dataset includes 747 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004754-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfsa4b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Cynodon dactylon",
 "Geometry POLYGON((29.0 -26.5, 31.5 -26.5, 31.5 -24.5, 29.0 -24.5, 29.0 -26.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004764-250525065834625/datasets/export for details.
DOI: 10.15468/dl.4pekv8
title: Occurrence Download

description: A dataset containing 36817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36817 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004749-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.