cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17376258
title: Hourly surface air temperature in Switzerland (Jun. 2020 - Nov. 2022). Pilot Data Set from Project SpaziuraT

description: Data set of hourly surface air temperature in Switzerland, provided on a regular grid of 1-km spacing and extending from June 2020 till November 2022. Files are available for the actual temperature (labelled "TabsH") and for the standard error of the prediction (i.e. uncertainty, labelled "TabsHunc"). A file containing the topography data that was used in deriving the temperature data, and a product documentation intended for users of the data set is also provided. 

This data was produced in research project "SpaziuraT" at MeteoSwiss with funding from the Swiss National Science Foundation (grant no. 200440).
DOI: 10.5281/zenodo.17672438
title: Prediction results from IMPACT model
DOI: 10.5281/zenodo.17672437
title: Prediction results from IMPACT model
DOI: 10.15468/dl.v3hqcc
title: Occurrence Download

description: A dataset containing 149975 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (Bolívar, Bolívar Department, Bolívar Dept., Bolivar, Bolivar Department, Bolivar, Cartagena de Indias, Islas del Rosario, Isla Grande, Bolivar Province, Bolivar Dept., Bolivar department, Bolivar dept., Bolivar dpt.)",
 "Elevation 100-500m"
 ]
 }
 ]
}

 The dataset includes 149975 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002315-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d53sfa
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Abronia deppii"
 ]
}

 The dataset includes 138 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002322-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48510/fk2/rm4lke
title: Naproxen Solubility in Polymers – Solubility Parameters

description: This dataset contains Hansen solubility parameter (HSP) calculations evaluating the compatibility of naproxen with a selection of pharmaceutically relevant polymers. Polymers are represented as a set of chemical subunits (fragmentation by functional groups / substituents), and Hansen solubility parameters (δD, δP, δH) for each subunit were estimated using the Yamamoto molecular-break (Y-MB) method. Naproxen solubility parameters were determined independently using the Y-MB and the Van Krevelen (VK) methods.
The dataset includes the computed solubility parameters for naproxen (both methods), the subunit and their average solubility parameters for each polymer, the computed Hansen distances (Ra) between naproxen and each polymer subunit, and 3D visualisations of the HSP spheres (naproxen-centred spheres with a radius of 10 used as the solubility cutoff).
Method. Polymers were decomposed into functional substituent fragments, and SMILES strings for each subunit were generated manually to ensure accurate chemical representation. Polymer subunit HSP values were computed using the Y-MB method, while naproxen was evaluated using both Y-MB and VK approaches; the latter applied Fedors group contributions yielding a molar volume of ~250.6 cm³/mol (Fedors groups: Ph: 1, 1,2-Ph: 1, O: 1, CH₃: 2, CH(COOH): 1, COOH: 1). Hansen distances were calculated from the difference between naproxen’s and each polymer subunit’s solubility parameters using the standard Hansen distance equation, and compatibility was assessed using an Ra cut-off of 10 based on experimental solubility results and literature. Naproxen-centred HSP spheres were plotted in 3D (Ro = 10) to visualise overlap between drug and polymer coordinates.
Data. The dataset contains: (1) CSV file of naproxen SMILES with HSP values from Y-MB and VK methods, polymers and their subunits with manually constructed SMILES with HSP values from Y-MB method; (2) Hansen distance values comparing naproxen to each polymer subunit, with a cut-off at Ra ≤ 10. Accompanying PNG files include 3D visualisations of naproxen-centred HSP spheres and all polymer coordinates (averaged subunits).
description: HSPiP 6th, 6.1.02
DOI: 10.5281/zenodo.17672390
title: Telebasis vulcanoae (Machado, 1980) (Odonata: Coenagrionidae): discovery of a population in Northeastern Brazil and potential distribution in South America

description: Supplementary material supporting the manuscript: "Telebasis vulcanoae (Machado, 1980) (Odonata: Coenagrionidae): discovery of a population in Northeastern Brazil and potential distribution in South America", with contributions from environmental variables and a table of known distribution of the species.
DOI: 10.23729/fd-df596894-813f-3fa2-98ac-89230f70bf6f
title: AIM-ZERO

description: 3D printed titanium specimen printed on EOS M290 featured in Akmal, J., Minet-Lallemand, K., Kuva, J., Syvänen, T., Ylander, P., Puttonen, T., Björkstrand, R., Partanen, J., Nyrhilä, O, Salmi, M. AI-based defect detection and self-healing in metal additive manufacturing, 2025. Virtual and Physical Prototyping 20, e2500671 https://doi.org/10.1080/17452759.2025.2500671. Preview dataset found at https://doi.org/10.23729/fd-e7e416a7-9239-3eba-b1f5-4bf366461080 . To obtain data, please contact fairdata-pas@gtk.fi .
DOI: 10.7910/dvn/stcpab
title: REBLEX1.0: A New Dataset on Rebel Leaders in Exile

description: We introduce a new dataset that records extensive information on the exile of all rebel leaders active from 1960 to 2020, over the span of 1960 to 2023. The Rebel Leaders in Exile (REBLEX) dataset contains information on exile period, destinations, types, and activities.
DOI: 10.15468/dl.8kpnef
title: Occurrence Download

description: A dataset containing 7045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Material sample, Specimen, Human Observation)",
 "Geometry POLYGON((20 30,36 30,36 40,20 40,20 30))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Scyphozoa",
 "Year 1993-2020"
 ]
}

 The dataset includes 7045 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002323-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pdvv7
title: Occurrence Download

description: A dataset containing 140458084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is one of (North America, Europe, South America)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year 2020-2020"
 ]
}

 The dataset includes 140458084 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002311-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yt4d2t
title: Occurrence Download

description: A dataset containing 465 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podocarpus pilgeri Foxw."
 ]
}

 The dataset includes 465 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012845-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckatym
title: Occurrence Download

description: A dataset containing 2262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guadeloupe",
 "Depth 0.0-200.0m",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphipoda"
 ]
}

 The dataset includes 2262 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012846-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khf5pt
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron xanthostephanum Merr."
 ]
}

 The dataset includes 194 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012847-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7vt4t
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron zaleucum Balf.fil. & W.W.Sm."
 ]
}

 The dataset includes 142 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012849-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkgft3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rottboellia cochinchinensis (Lour.) Clayton",
 "Country is Myanmar"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009690-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110812480
title: North Ionian Late Wild Goat Style Rim Fragment with Sphinx and Rosettes, BMC P.863

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.863 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Wild Goat Style Rim Fragment ❧ [Physical Object Note:] 2 1/8 in. x 2 15/16 in. x 1/4 in. (5.4 cm x 7.5 cm x 0.7 cm)
DOI: 10.25549/inscriptifact-ouc110812530
title: Attic Black-Figure Sherd with Three Standing Figures and a Warrior, BMC P.978

description: [Text or Publication Number Note:] BMC P.978 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Black-Figure Sherd ❧ [Physical Object Note:] 5 1/2 x 4 5/16 x 5/32 in. (14 x 11 x 0.4 cm)
DOI: 10.25549/inscriptifact-ouc110812550
title: Attic Black-Figure Sherd with Three Standing Figures and a Warrior, BMC P.978

description: [Text or Publication Number Note:] BMC P.978 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Black-Figure Sherd ❧ [Physical Object Note:] 5 1/2 x 4 5/16 x 5/32 in. (14 x 11 x 0.4 cm)
DOI: 10.25549/inscriptifact-ouc110812479
title: North Ionian Late Wild Goat Style Rim Fragment with Sphinx and Rosettes, BMC P.863

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.863 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Wild Goat Style Rim Fragment ❧ [Physical Object Note:] 2 1/8 in. x 2 15/16 in. x 1/4 in. (5.4 cm x 7.5 cm x 0.7 cm)
DOI: 10.25549/inscriptifact-ouc110812476
title: North Ionian Late Wild Goat Style Rim Fragment with Sphinx and Rosettes, BMC P.863

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.863 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Wild Goat Style Rim Fragment ❧ [Physical Object Note:] 2 1/8 in. x 2 15/16 in. x 1/4 in. (5.4 cm x 7.5 cm x 0.7 cm)
DOI: 10.25549/inscriptifact-ouc110812302
title: Corinthian Body Sherd with Decoration of Hooves and Rosettes, BMC P.839

description: [Text Description:] Corinthian ❧ [Text or Publication Number Note:] BMC P.839 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Body Sherd ❧ [Physical Object Note:] 1 13/16 in. x 1 7/8 in. x 3/16 in. (4.59 cm x 4.77 cm x 0.43 cm)
DOI: 10.25549/inscriptifact-ouc110812442
title: Attic Black-Figure Body Fragment, BMC P.861

description: [Text or Publication Number Note:] BMC P.861 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Black-Figure Body Fragment ❧ [Physical Object Note:] 2 x 2 3/4 x 1/4 in. (5.1 x 7 x 0.6 cm)
DOI: 10.5281/zenodo.14699381
title: (14)-Strobl2025A-DS0025 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 2/2

description: (14)-Strobl2025A-DS0025 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 2/2
DOI: 10.5281/zenodo.18321018
title: Generative AI Prompt Engineering in Higher Education: Influence of Prompt Engineering Literacy on Cognitive Load among University Students
DOI: 10.48610/b03225b
title: Reactive multi-phase model simulations of full scale anaerobic lagoons [Raw data]

description: Three-phase 3D CFD reactive model simulating large-scale anaerobic lagoons using the QEE approach.
DOI: 10.5281/zenodo.18321041
title: Spadonia polymorpha var. ceanothifolia Less. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18321040
title: Spadonia polymorpha var. ceanothifolia Less. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.48610/b09a867
title: Imagined Sensory Experiences - Analysis scripts.

description: This dataset consists of matlab analysis scripts. 

One of these scripts (Aphantasia_Cluster_Regression.m) runs non-parametric cluster tests, which rely on the FieldTrip toolbox for matlab. These test for conditional differences between spectra, and for correlations between subjective rating of the intensity of imagined audio and visual experiences and differences in spectra recorded when people had imagined audio or visual experiences, as opposed to meditating.

Another script (Aphantasia_Simple_Individual_Decoding_Aud_Vis_Med.m) runs individual trial-by-trial decoding analyses. These serve as a test for reliable differences between spectra recorded during our different experimental conditions (audio imagination, visual imagination, and meditation).
DOI: 10.48610/b15b7b4
title: Data associated with "Cooling down is as important as warming up for a large-bodied tropical reptile"

description: Acoustic telemetry data for tagged crocodiles and fishes on the Wenlock River, along with morphometric data for tagged individuals, and CTD temperature recordings. Also code to analyse thermal specialisation and potential thermoregulatory behaviour of crocodiles.
DOI: 10.48610/b198dea
title: Community Care Units (CCU) Outcomes - Elaborated tables and Logistic regression modelling decisions

description: This file provides information describing the decisions made in logistic regression modelling of the outcomes of care across three Queensland Community Care Units (residential community based mental health rehabilitation). This includes a literature review relating to relevant confounding variables.
DOI: 10.3886/e244478
title: Provider of Services File - Internet Quality Improvement and Evaluation System - Home Health Agency, Ambulatory Surgical Center, and Hospice Providers

description: The Internet Quality Improvement and Evaluation System (iQIES) Provider of Services File (POS) includes provider demographic and associated certification information for Home Health Agency, Ambulatory Surgical Center, Hospice, Nursing Home (Skilled Nursing Facility/Nursing Facility (Dually Certified), Skilled Nursing Facility/Nursing Facility (Distinct Part), Skilled Nursing Facility, Nursing Facility), and Organ Procurement Organization providers. Additionally, you will find the provider number (CMS Certification Number), name, address, and other characteristics of the participating providers.
DOI: 10.3886/e244478v1
title: Provider of Services File - Internet Quality Improvement and Evaluation System - Home Health Agency, Ambulatory Surgical Center, and Hospice Providers

description: The Internet Quality Improvement and Evaluation System (iQIES) Provider of Services File (POS) includes provider demographic and associated certification information for Home Health Agency, Ambulatory Surgical Center, Hospice, Nursing Home (Skilled Nursing Facility/Nursing Facility (Dually Certified), Skilled Nursing Facility/Nursing Facility (Distinct Part), Skilled Nursing Facility, Nursing Facility), and Organ Procurement Organization providers. Additionally, you will find the provider number (CMS Certification Number), name, address, and other characteristics of the participating providers.
DOI: 10.15468/dl.nar5mr
title: Occurrence Download

description: A dataset containing 5101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Antidorcas marsupialis",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 5101 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001357-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/b282fc3
title: MEGW0222 Supplementary Dataset

description: This dataset accompanies the study: "It Is Not Just the Work You Do, but How You Do It: The Metabolic Cost of Walking Uphill and Downhill With Varying Grades." It contains processed data from the study (cumulative net metabolic power and resting metabolic power), as well as the raw data necessary to replicate the results of the study (LO2, RER, participant mass, walking speed).
DOI: 10.48610/b3182cf
title: Cardiovascular symptoms of PASC are associated with trace level cytokines that affect the function of primary human cardimyocytes

description: Code used to performs ANCOVA analysis on proteomics data and Transcriptomics differential expression analysis with batch correction.
DOI: 10.48610/b400f2a
title: WiggleZ Galaxy Spectra

description: The entire final data release for the WiggleZ Dark Energy Survey comprising the catalogue and the individual spectrum files in a database file structure (9 GB compressed, 13.2 GB expanded). The catalogue is available in a separate file (‘WiggleZ Catalogue’, 45 MB).
DOI: 10.48610/b412a9d
title: Data for Suppression of Wind Waves in the Presence of Swell.

description: Laboratory measurements of the interaction between high-frequency (HF) wind-waves and low frequency (LF) paddle waves are presented.
DOI: 10.48610/b52c4ef
title: Processed phytoplankton data from IMOS AODN required by the project.

description: Australian Ocean Data Network (AODN) provides access to many datasets, and some datasets were processed outside of the analysis code in this project. In the interest of reproducibility, the processed data as used in the project is provided here.IMOS and AODN provide data under a CC-BY-4.0 licence, and the data in this record is also under the CC-BY-4.0 license. Claire Davies performed the preprocessing. Data was sourced from Australia’s Integrated Marine Observing System (IMOS) – IMOS is enabled by the National Collaborative Research Infrastructure strategy (NCRIS). It is operated by a consortium of institutions as an unincorporated joint venture, with the University of Tasmania as Lead Agent.
DOI: 10.48610/b63ecc2
title: Quantifying error in effect size estimates in executive function and implicit learning

description: Background:

Data taken from the Executive Function and Implicit Learning (EFIL) project run by Abbey Nydam and Paul Dux for the Team Honours Thesis in 2019. Uses data from 313 1st-year psychology participants on a battery of cognitive tasks including:

Attentional Blink

Multitasking paradigm (also referred to as single and dual task [SD])

Contextual Cuing

Serial Reaction Time Task

 

Quick guide to data

-> raw data (trial level per participant) for each task is in 'raw' -> 'data' contains a folder for each task: 'AB', 'SD' (MT), 'CC' & 'SRT'. Each folder contains the outputs of the bootstrapping analysis [IMMxx.zip], and the results output, from which the figures/results were generated (generated from 'get_statistics.R'). Some of the plot setting files are also saved (except for 1 task), but these can easily be regenerated with the code.
DOI: 10.48610/b688d33
title: First World War Antiquities (Queensland)

description: The dataset presented here was first uploaded to an Omeka.net website (archived here: http://web.archive.org/web/20221120225726/https://ww1antiquities.omeka.net/) and uses the Dublin Core Metadata standard (ISO 15836 and https://www.dublincore.org/specifications/dublin-core/dces/). Artefacts use the "physical object" item type while collecting service personnel use the "person" item type. Other fields using controlled term lists are: Accrual Method (DCMI standard + "field collection" which is a critical term missing from the original vocabulary); Coverage (Getty Museum Geographical Place Names Thesaurus); Creator (Getty Museum Art and Architecture Thesaurus); Medium (British Museum Materials Thesaurus); Type (British Museum Object Name Thesaurus); Birth Place (Getty Museum Geographical Place Names Thesaurus); Death Place (Getty Museum Geographical Place Names Thesaurus); Occupation (Derived from AWM Unit Diaries (WW1) listing); Rank (AWM Rank page (https://www.awm.gov.au/learn/understanding-military-structure/rank)). For detailed usage notes see the elements_output.csv file. Identifiers for artefacts are in the format C.###.### where the first numerical string corresponds to the associated service person, and the second string corresponds to the sequential artefact listing within that collection. Service Person records are in the format P.### where the numerical string is a sequential number of the service person. Images included in this dataset are only those for which the project has rights and release as CC0 - Public Domain - No Rights Reserved. The project is an initiative of the RD Milns Antiquities Museum at The University of Queensland. Contact: James Donaldson (j.donaldson@uq.edu.au or james.windsor.donaldson@gmail.com)
DOI: 10.48610/b722f1f
title: Skeletal muscle and blood RNA-seq counts in motor neurone disease cases and controls

description: Datasets of RNA-sequencing counts consisting of samples of both muscle and blood collected from motor neurone disease cases and healthy controls as recruited from the Royal Brisbane and Women's Hospital. This dataset consists of gene counts of merged and normalized technical replicates from DESeq2, using alignment and pseudo-alignment techniques from both STAR/Featurecounts as well as Salmon. Additionally, we include the covariates used in our analyses in phenotype files, as well as isoform-level counts as generated by SALMON on the muscle samples for differential transcript analyses.