cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17026/ar/aasahz
title: PAN-00178962 - polygonal finger ring

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00178962&lt;/p&gt;
description: Modified: 2025-09-08T15:58:14+02:00
DOI: 10.15468/dl.3b388p
title: Occurrence Download

description: A dataset containing 3402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phanera nervosa, Bauhinia racemosa, Bauhinia variegata, Beilschmiedia appendiculata, Beilschmiedia baotingensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3402 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022302-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzvgw7
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, Cuba, Cayman Islands, Haiti, Honduras, Panama)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zephyranthes citrina"
 ]
}

 The dataset includes 79 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022303-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xa9dsd
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material citation, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rheum ribes",
 "Year 1899-2025"
 ]
}

 The dataset includes 119 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022304-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5g737h6x
title: MassIVE MSV000100070 - Integrating high-resolution chromatographic and machine learning-based virtual fractionation to identify aryl hydrocarbon receptor agonists in sediments
title: Complex organic chemical mixtures in aquatic ecosystems may cause adverse effects to aquatic and sediment-dwelling organisms. Identified chemicals typically explain less than 10% of the observed in vitro bioactivities of such complex mixtures extracted from sediments. In a proof-of-concept study, we combined high-resolution fractionation with virtual fractionation to identify aryl hydrocarbon receptor (AhR) agonists using an AhR reporter gene assay in sediment from the Elbe River, Germany. Only apolar fractions activated the AhR but without specificity among them, necessitating additional virtual fractionation after analysis by gas chromatography coupled with high-resolution mass spectrometry (GC-HRMS). Activity and potency predictions by machine learning models for deconvoluted GC-HRMS features from spectral reference library matching allowed the identification of 145 AhR-active HRMS features with 26 chemicals bioanalytically and chemically confirmed, most of which were polycyclic aromatic hydrocarbons (PAHs). With semi-quantified concentrations and estimated potency for the tentatively identified chemicals, the mixture effects of the identified agonists accounted for 14% to 47% of AhR activation in sediments, doubling the contribution of known US EPA priority PAHs. High-resolution fractionation combined with virtual fractionation is an effective tool for early screening of bioactive chemicals. This study provides a blueprint to identify causative chemicals for other environmentally relevant modes of toxic action.
DOI: 10.15468/dl.fpvuxe
title: Occurrence Download

description: A dataset containing 3157551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 64.085278",
 "DecimalLatitude is less than or equal to 69.085278",
 "DecimalLongitude is greater than or equal to 20.0",
 "DecimalLongitude is less than or equal to 25.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 3157551 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022275-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/29qkcq
title: PAN-00101658 - coin/coin-related, Constantinus I en zonen (306-361), nummus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00101658&lt;/p&gt;
description: Modified: 2025-08-19T10:59:57+02:00
DOI: 10.60507/fk2/dybmr1/ffxmvq
title: Tanagra_figurine_7320_images.zip
DOI: 10.60507/fk2/dybmr1/0sb9pz
title: GÜNZEL_Tanagra_figurine_7320_readme.txt
DOI: 10.60507/fk2/dybmr1/8rheal
title: Tanagra_figurine_7320_models.zip
DOI: 10.60507/fk2/dybmr1
title: Tanagra figurine in the Museum Alte Kulturen Tübingen (Inv. 7320)

description: Tanagra figurine in the Museum Alte Kulturen (University of Tübingen, Inv. 7320).
description: RealityCapture, 1.3
description: Blender, 4.0
description: SubstanceDesigner, 15.0.3
description: SubstancePainter, 11.1.0
DOI: 10.5281/zenodo.17790702
title: Towards a fully differentiable digital twin for solar cells : data for machine learning training

description: Supplementary data for the work conducted and presented in the manuscript: "Towards a fully differentiable digital twin for solar cells". 

This consists of the data used to train two different machine learning models: one for the prediction of charge carrier generation rates, at the optics module, and one for the prediction of JV related properties, at the electrics module. 

These are downloadable as two zip files : optics_module.zip for the first model, and electrics_module.zip for the second model.

In case of use of the data, please consider citing the article "Towards a fully differentiable digital twin for solar cells".
DOI: 10.5281/zenodo.17790703
title: Towards a fully differentiable digital twin for solar cells : data for machine learning training

description: Supplementary data for the work conducted and presented in the manuscript: "Towards a fully differentiable digital twin for solar cells". 

This consists of the data used to train two different machine learning models: one for the prediction of charge carrier generation rates, at the optics module, and one for the prediction of JV related properties, at the electrics module. 

These are downloadable as two zip files : optics_module.zip for the first model, and electrics_module.zip for the second model.

In case of use of the data, please consider citing the article "Towards a fully differentiable digital twin for solar cells".
DOI: 10.15468/dl.kd3zgt
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Beilschmiedia brachythyrsa, Beilschmiedia brevifolia, Beilschmiedia brevipaniculata, Beilschmiedia cylindrica, Cryptocarya yaanica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 54 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022305-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13144/lil-1732
title: Baromètre d'opinion de la DREES - 2024

description: Le baromètre d'opinion de la DREES a pour objet de suivre annuellement les attitudes et les opinions des Français en matière de santé et de solidarité. Le caractère annuel et l’ancienneté de ce baromètre permet de mesurer l’évolution de l’opinion des Français sur les politiques tant en matière de santé que de solidarité. L'enquête 2024 a été réalisée auprès d'un échantillon de 4 002 personnes représentatives des personnes âgées de 18 ans et plus, résidant en France métropolitaine. Les thématiques abordées sont les suivantes : opinion générale; inégalités ; pauvreté et exclusion ; protection sociale (financement, ciblage des prestations sur les plus modestes ou les seuls cotisants, etc.) ; retraites ; santé ; famille (objectif que doit poursuivre la politique familiale, durée du congé maternité, mode de garde privilégié pour les enfants en bas âge, etc.) ; handicap ; dépendance ; logement ; cohésion sociale (sentiment d’intégration, laïcité, discriminations, non-recours, etc.) ;  aisance avec le numérique et téléconsultation (module complémentaire).Le jeu de données inclut une base de données unifiée 2000-2024 contenant l'ensemble des questions du baromètre posées en 2024 et rétropolées jusqu'en 2000 lorsque c'était possible.
DOI: 10.17026/ar/qs8zpq
title: PAN-00088722 - Roman horse gear pendant group B6

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00088722&lt;/p&gt;
description: Modified: 2025-07-31T18:19:27+02:00
DOI: 10.17026/dans-29h-g7s2
title: PAN-00021985 - plate (type unknown; Central-Gaulish terra sigillata)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00021985&lt;/p&gt;
description: Modified: 2025-09-22T17:07:54+02:00
DOI: 10.5281/zenodo.17763396
title: DMP: Impact of Seasonal Temperature Variations on Data Center Energy Consumption

description: DMP for the project "Impact of Seasonal Temperature Variations on Data Center Energy Consumption".

This document outlines the strategies for managing, documenting, and preserving research data generated during the analysis of Irish data center energy usage and weather patterns. It details the reuse of CSO and Met Éireann data, the production of aggregated correlation datasets, and the Python analysis code.

Links:All links necessary to access the datasets and the code is in the DMP
DOI: 10.5281/zenodo.17789469
title: The Texts of BnF fr. 24432: A cumulative, work-in-progress digital edition by Sebastian Dows-Miller

description: This is an archived version of a work-in-progress digital edition of Paris, Bibliothèque nationale de France, fr. 24432, a mid-fourteenth-century Parisian manuscript comprising 87 French texts written by some eleven scribes. The manuscript is interesting for its palaeographic, codicological, and textual complexity, and yet has received minimal attention from scholarship.

The edition draws on a full TEI-XML encoding of the manuscript prepared during my doctoral research; although the encoding is not yet fully complete for all texts, many components are ready for use by scholarship. Guided by the principle that incomplete data may still be valuable, this project makes the current state of all the materials publicly available in TEI-XML, CSV, and TXT formats, alongside an HTML web viewer for texts which are closer to completion. By releasing these evolving data, the project aims to support ongoing scholarship and raise the profile of this fascinating manuscript.
DOI: 10.5281/zenodo.17789468
title: The Texts of BnF fr. 24432: A cumulative, work-in-progress digital edition by Sebastian Dows-Miller

description: This is an archived version of a work-in-progress digital edition of Paris, Bibliothèque nationale de France, fr. 24432, a mid-fourteenth-century Parisian manuscript comprising 87 French texts written by some eleven scribes. The manuscript is interesting for its palaeographic, codicological, and textual complexity, and yet has received minimal attention from scholarship.

The edition draws on a full TEI-XML encoding of the manuscript prepared during my doctoral research; although the encoding is not yet fully complete for all texts, many components are ready for use by scholarship. Guided by the principle that incomplete data may still be valuable, this project makes the current state of all the materials publicly available in TEI-XML, CSV, and TXT formats, alongside an HTML web viewer for texts which are closer to completion. By releasing these evolving data, the project aims to support ongoing scholarship and raise the profile of this fascinating manuscript.
DOI: 10.5281/zenodo.15051713
title: NYMPHE.WP1.UCTP

description: Collection of raw data producedduring the WP1 NYMPHE project under the UCTP. Contains following:

 1.37 (file name Zenodo_MALDITOF.zip): MALDI-TOF MS spectra of bacterial isolates capable of degrading petroleum hydrocarbons, collected from ER site soil within Task 1.3. These spectra facilitate the dereplication of recurrent isolates, ensuring that subsequent analyses focus exclusively on unique species.

1.38 (file name NYMPHE_16S_genes.fasta): Partial/full 16S rRNA sequences (FASTA) of the dereplicated bacterial isolates of at least 250 petroleum hydrocarbons degrading bacterial strains isolated from the ER site soil within Task 1.3.

1.39 (file name PGP.UCTP.tsv): The plant-growth-promoting activities measured and recorded in vitro for selected strains.
DOI: 10.5281/zenodo.15051712
title: NYMPHE.WP1.UCTP

description: Collection of raw data producedduring the WP1 NYMPHE project under the UCTP. Contains following:

 1.37 (file name Zenodo_MALDITOF.zip): MALDI-TOF MS spectra of bacterial isolates capable of degrading petroleum hydrocarbons, collected from ER site soil within Task 1.3. These spectra facilitate the dereplication of recurrent isolates, ensuring that subsequent analyses focus exclusively on unique species.

1.38 (file name NYMPHE_16S_genes.fasta): Partial/full 16S rRNA sequences (FASTA) of the dereplicated bacterial isolates of at least 250 petroleum hydrocarbons degrading bacterial strains isolated from the ER site soil within Task 1.3.

1.39 (file name PGP.UCTP.tsv): The plant-growth-promoting activities measured and recorded in vitro for selected strains.
DOI: 10.15468/dl.4d3rfq
title: Occurrence Download

description: A dataset containing 491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "Country is Germany",
 "GadmGid is one of (DEU.7_1, DEU.11_1, DEU.12_1, DEU.1_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Euthystira brachyptera",
 "Year 2015-2025"
 ]
}

 The dataset includes 491 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022307-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d75m39
title: Occurrence Download

description: A dataset containing 1067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((103.59219 0.4388,131.45725 0.4388,131.45725 41.97944,103.59219 41.97944,103.59219 0.4388))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Tridacna noae, Tridacna gigas, Tridacna derasa, Tectus pyramis, Tectus niloticus, Tachypleus gigas, Saccoglossus hwangtauensis, Ranina ranina, Ptychodera flava, Pinctada maxima, Phyllamphion elegans, Paraleonnates uschakovi, Panulirus versicolor, Panulirus longipes, Panulirus homarus, Ophiacantha linea, Nacospatangus altus, Melo melo, Melo melo, Leporicypraea mappa, Holothuria scabra, Holothuria nobilis, Holothuria fuscogilva, Haliotis ovina, Haliotis diversicolor, Haliotis asinina, Glossobalanus polybranchioporus, Glossobalanus mortenseni, Glandiceps qingdaoensis, Ellobium chinense, Cypraecassis rufa, Clithon retropictum, Chelycypraea testudinaria, Charonia lampas, Balanoglossus misakiensis, Actinopyga miliaris, Actinopyga mauritiana, Actinopyga echinites)",
 "Year 2000-2024"
 ]
}

 The dataset includes 1067 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022308-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17790551
title: On-chip EPR Spectrometry of Metalloproteins using Superconducting Lumped Element Resonators-Data Set

description: Includes all data that support the figures shown in the main text, as well as the code necessary to analyze and plot the data shown in the main text figures. Further details can be obtained by contacting the authors.
DOI: 10.15468/dl.wush52
title: Occurrence Download

description: A dataset containing 1239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Beilschmiedia erythrophloia, Beilschmiedia fasciata, Beilschmiedia fordii, Beilschmiedia furfuracea, Beilschmiedia percoriacea)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1239 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022309-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpqry4
title: Occurrence Download

description: A dataset containing 109418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is Fiji",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 109418 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022287-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/5rmb-tv06
title: "Haptic_Enhanced_Multimodal_Cueing"

description: "A dataset containing four different combinations of cueing stimuli (V: visual, VA: visual-audio, VH: visual-haptic, VAH: visual-audio-haptic).Contains the eeglab matlab data structure of the eeg data (ERPs) and a table used to create the Linear mixed effect model (LMM).  (in LMM table order: C=V, A =VA, H=VH,V= VAH )"
DOI: 10.17026/ar/kn27ev
title: PAN-00180309 - clod filling

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00180309&lt;/p&gt;
description: Modified: 2025-10-01T15:56:16+02:00
DOI: 10.18750/massbalance.point.2025.r2025.html
title: Swiss Glacier Point Mass Balance Observations (release 2025) 

description: Direct observations of point glacier mass balance have been carried out at one up to several dozens of sites on more than 50 individual glaciers in the Swiss Alps over the past century. The measurements represent the basis for seasonal mass balance monitoring. Data are aggregated to three time periods - annual (referring to a time interval of about 1 year, e.g. Oct.-Sept.), winter (referring to an entire winter season, e.g. Oct.-May), or intermediate (referring to an arbitrary period of a day up to several months). Metadata and estimated uncertainties are specified for different variables according to a system of quality indicators.
DOI: 10.15468/dl.rtcxja
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Lessingianthus stoechas, Vernonia stoechas)"
 ]
}

 The dataset includes 163 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022311-251120083545085/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/13959689
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.7910/dvn/8z4jrd
title: US Northeast Cleaned Data

description: &lt;p&gt;&lt;b&gt;US Northeast Cleaned Data&lt;/b&gt; contains network metrics aggregated by census tract (&lt;i&gt;GEOID&lt;/i&gt;) produced from our analyses. The file &lt;b&gt;"US_Northeast_Electric_Network.shp"&lt;/b&gt; includes line geometries representing medium-voltage electric distribution segments in the US Northeast. It contains &lt;b&gt;3,978,273 line records&lt;/b&gt;, covering &lt;b&gt;72.46% of the regional population&lt;/b&gt; and &lt;b&gt;84.96% of the land area&lt;/b&gt;.&lt;/p&gt;

&lt;p&gt;These segments represent portions of the electric distribution network and are stored as spatial lines. Key variables include:&lt;/p&gt;

&lt;ul&gt;
 &lt;li&gt;&lt;b&gt;geometry&lt;/b&gt;: LineString, geometric representation of the circuit segment
 &lt;li&gt;&lt;b&gt;HostCap_MW&lt;/b&gt;: Hosting capacity, representing the maximum distributed energy (in megawatts) that a circuit segment can accommodate without requiring system upgrades.&lt;/li&gt;
 &lt;li&gt;&lt;b&gt;Voltage_kV&lt;/b&gt;: Nominal operating voltage (in kilovolts) of the primary distribution feeder (medium-voltage). Low-voltage secondary networks and transmission-level voltages are not included.&lt;/li&gt;
 &lt;li&gt;&lt;b&gt;CircRat_A&lt;/b&gt;: Circuit rating in amperes (A), indicating the current-carrying capacity of the segment.&lt;/li&gt;
 &lt;li&gt;&lt;b&gt;Phase&lt;/b&gt;: Number of alternating current (AC) phases—typically 1, 2, or 3—defining the configuration of energy flow.&lt;/li&gt;
 &lt;li&gt;&lt;b&gt;Company&lt;/b&gt;: Utility provider responsible for the segment.&lt;/li&gt;
 &lt;li&gt;&lt;b&gt;State&lt;/b&gt;: US state where the segment is located.&lt;/li&gt;
 &lt;li&gt;&lt;b&gt;Substation&lt;/b&gt;: Associated electrical substation, if applicable.&lt;/li&gt;
 &lt;li&gt;&lt;b&gt;GEOID&lt;/b&gt;: Unique census tract identifier linking each segment to demographic and economic data.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Together, these fields provide a comprehensive description of the technical and spatial characteristics of the electric distribution network across the US Northeast.&lt;/p&gt;

&lt;p&gt;The &lt;b&gt;.shp&lt;/b&gt; file in this repository includes its required companion files for correct GIS operation:
&lt;b&gt;.shx&lt;/b&gt; (spatial index), &lt;b&gt;.dbf&lt;/b&gt; (attribute table), &lt;b&gt;.prj&lt;/b&gt; (projection information), and &lt;b&gt;.cpg&lt;/b&gt; (character encoding).&lt;/p&gt;
DOI: 10.17026/ar/uxolvn
title: PAN-00126941 - coin/coin-related, Tiberius (14-37), denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00126941&lt;/p&gt;
description: Modified: 2025-09-30T08:13:21+02:00
DOI: 10.15468/dl.5vb4hf
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Peru, Argentina, Bolivia (Plurinational State of), Paraguay)",
 "DatasetKey is one of (Xeno-canto - Bird sounds from around the world, LSUMZ Birds Collection, Field Museum of Natural History (Zoology) Bird Collection, LACM Vertebrate Collection, Collection Aves (bird skins) SMF, Museu Paraense Emílio Goeldi - Ornithology Collection - Skin)",
 "OccurrenceStatus is Present",
 "TaxonKey is Micropygia schomburgkii"
 ]
}

 The dataset includes 63 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022313-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14333371
title: Micro-CT scans of Turbinicarpus alonsoi spines

description: Image (z)-stacks in .raw format with the following properties:



areole_532_452_1885_16bit: overview scan of an areole with three spines; number of images n=1885; dimensions: 532x452px (0.15x0.12 inches); 16bit unsigned, grayscale LUT; Pixel value range: 0-65535. Original file format: TIF (converted to raw).

spine_base_932_952_932_16bit: scan of the spine base; number of images n=932; dimensions: 932x952px (1.52x1.55mm); 16bit unsigned, grayscale LUT; Resolution: 615.0062 pixels per mm; Pixel value range: 8380-31811. Original file format: DCM (converted to raw).

areole-base_1745_1745_1228_8bit: high-resolution scan of the spine base and areole; number of images n=1228; dimensions: 1745x1745px; 8bit grayscale LUT; Pixel value range: 0-254; Resolution (voxel size): 1.954um. Original file format: TIF (converted to raw).