cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/6l0-922-h1g
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e57-bef-p4z
title: Exidmonea atlantica (Forbes in Johnston, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9zy-rfy-we8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gaz-y87-86s
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8a9-9pa-ket
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9kw-z7b-772
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1pt-2kg-5b4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c5j-9lf-n50
title: Scrupocaberea maderensis (Busk, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29942117
title: TestHub

description: test for UCSC genome browser
DOI: 10.6084/m9.figshare.29942117.v1
title: TestHub

description: test for UCSC genome browser
DOI: 10.3535/bvt-y61-ksh
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mtb-5h2-5a7
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ada-sg3-btc
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lwd-yqq-qxt
title: Poricellaria d'Orbigny, 1854

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yt2-qec-cja
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/65n-f23-5c8
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x19-78v-t4h
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f4v-a6r-pnp
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l0f-rbh-tmy
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ly7-16d-b93
title: Nellia tenella (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pze-spv-dyr
title: Catenicella de Blainville, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lzx-jmv-a9h
title: Pasythea Lamouroux, 1812

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w0t-4vx-jm6
title: Crisia Lamouroux, 1812

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xc0-d7z-jfb
title: Celleporina caliciformis (Lamouroux, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gjd-nf5-423
title: Fimbria Megerle von Mühlfeld, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tw3-p3h-mm8
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eaf-4bx-jm7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hvk-dgz-p7q
title: Nellia tenella (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w5j-feg-l7m
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7mz-9sp-yj1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tbw-vg8-hkn
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6e8-xnz-4cz
title: Canda Lamouroux, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/82b-alq-hl4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bkf-jcq-p1r
title: Thalamoporella Hincks, 1887

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h1f-1rx-0zb
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pag-7ab-cep
title: Hippoporidra Canu & Bassler, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xce-57s-cc2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xjk-l5s-spj
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5517/ccdc.csd.cc2pcjg2
title: CCDC 2483734: Experimental Crystal Structure Determination

description: Related Article: Sreshtha Nayek, Rodrigo S. Correa, Ehsan Ezzatpour Ghadim, Juliusz A. Wolny, Volker Schünemann, Rafael Cavalieri Marchi, Peter J. Sadler|2025|Dalton Trans.|55|107|doi:10.1039/d5dt02617b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pcjh3
title: CCDC 2483735: Experimental Crystal Structure Determination

description: Related Article: Sreshtha Nayek, Rodrigo S. Correa, Ehsan Ezzatpour Ghadim, Juliusz A. Wolny, Volker Schünemann, Rafael Cavalieri Marchi, Peter J. Sadler|2025|Dalton Trans.|55|107|doi:10.1039/d5dt02617b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pdc4m
title: CCDC 2484530: Experimental Crystal Structure Determination

description: Related Article: Li-Qin Huang, Mei-Fen Bao, Ping Zhang, Xin Yue, Yang Yu|2025|Tetrahedron|192||doi:10.1016/j.tet.2025.135097
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.15550151
title: Database corresponding to the SUBLime Project Deliverable D2.3 "Database on practises and materials on fresh/early age properties, together with guidelines"

description: This is a database file in SQL format to accompany the Deliverable D2.3 of the SUBLime project. The corresponding deliverable is to be found in the CORDIS platform for results of SUBLime Project.

D2.3 is named: "Database on practises and materials on fresh/early age properties, together with guidelines"
DOI: 10.5281/zenodo.15550152
title: Database corresponding to the SUBLime Project Deliverable D2.3 "Database on practises and materials on fresh/early age properties, together with guidelines"

description: This is a database file in SQL format to accompany the Deliverable D2.3 of the SUBLime project. The corresponding deliverable is to be found in the CORDIS platform for results of SUBLime Project.

D2.3 is named: "Database on practises and materials on fresh/early age properties, together with guidelines"
DOI: 10.5281/zenodo.15286624
title: Supplementary Data for: Digital Twins in Manufacturing: A Systematic Literature Review with Retrieval-Augmented Generation

description: Abstract

The paper presents a systematic literature review on the use of digital twins in manufacturing, with the goal of developing a comprehensive taxonomy that synthesizes existing categorizations. Given the increasing complexity and volume of literature in this domain, conventional review methods are becoming insufficient. To address this challenge, the study applies Retrieval-Augmented Generation, a technique that combines large language models with real-time information retrieval, enabling the automated identification and summarization of typologies across a broad corpus of publications. A total of 1,354 publications were initially screened, leading to 144 distinct categorizations relevant to digital twins in industrial contexts. The resulting taxonomy classifies digital twins along multiple dimensions, including life cycle stages, physical domain and hierarchy levels, model characteristics, digital thread connectivity, deployment strategies, and functional autonomy. This multidimensional framework distinguishes between digital templates, digital twin prototypes, and operational digital twins or shadows, and includes specific domains such as product, process, environment, and human interaction. Furthermore, it accounts for varying levels of model fidelity and autonomy, from descriptive to fully autonomous systems. This work provides both researchers and practitioners with a structured approach to understanding and implementing digital twins in manufacturing environments. The taxonomy serves as a foundation for future research and as a practical tool for industrial applications.

Supplementary Data

This Supplementary Data contains an .xlsx file, which gives Details about the Liteature Research. The Sheet "Summary" contains the AI Categorization and the AI Summary for every paper. Since four different hyperparameter combinations where used, this sheet summarizes the distinguished sheets, which where created by the RAG-Framework. Furthermore, it contains the results of the Summary Check, where the paper was checked by a human while only considering the AI-Summary. During the Detail Check, the complete paper was considered and a preliminary dimension and categories for the categorization created in the paper are stated. Both Checks contain inlude- and exclude criteria. The Column "Validation" contains a check, where 10 random papers in which the AI has not found a Categorization, whre checked in Detail if they really don´t contain a categorization. "Comparison to Fulltext" Contains the result of a fulltext-search for the keywords "Taxonomy", "Categorization", "Classification", and "Typology", while only papers not found by the AI are considered. It furthermore contains a detail check, if the paper contains a categorization of digital twins.

The Sheet "Include - Exclude" contains a Summary of the include- and exclude-criteria.
DOI: 10.5281/zenodo.11162001
title: visium data _ ATG7 cKO, ATG7 cWT (processed data files)

description: Processed data files (barcodes.tsv.gz, features.tsv.gz, filtered_feature_bc_matrix.h5, matrix.mtx.gz, spatial files)
DOI: 10.5281/zenodo.11162002
title: visium data _ ATG7 cKO, ATG7 cWT (processed data files)

description: Processed data files (barcodes.tsv.gz, features.tsv.gz, filtered_feature_bc_matrix.h5, matrix.mtx.gz, spatial files)
DOI: 10.15468/dl.cete57
title: Occurrence Download

description: A dataset containing 48983 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.continent IN ('EUROPE', 'NORTH_AMERICA')
 AND occurrence.datasetkey = '8a863029-f435-446a-821e-275f4f641165'
 AND (occurrence."year" &gt;= 2020 AND occurrence."year" &lt;= 2021)
 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.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
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"

 The dataset's 48983 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029165-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2sdncr
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Aspasia epidendroides Lindl."
 ]
}

 The dataset includes 401 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029168-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11164934
title: visium_data_ATG7 cKO, ATG7 cWT (raw data files)

description: Raw files ( Atg7 cKO : CR_23_15193_FP_R_SSV_.fastq.gz, Atg7 cWT : CR_23_15194_FP_R_SSV_.fastq.gz)
DOI: 10.5281/zenodo.11164935
title: visium_data_ATG7 cKO, ATG7 cWT (raw data files)

description: Raw files ( Atg7 cKO : CR_23_15193_FP_R_SSV_.fastq.gz, Atg7 cWT : CR_23_15194_FP_R_SSV_.fastq.gz)
DOI: 10.5281/zenodo.15400203
title: Dataset for "The Effect of the Lumbrical Muscle Position on Carpal Tunnel Syndrome
DOI: 10.5281/zenodo.15400204
title: Dataset for "The Effect of the Lumbrical Muscle Position on Carpal Tunnel Syndrome
DOI: 10.15468/dl.tb5htq
title: Occurrence Download

description: A dataset containing 16434725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material citation, Specimen, Living Specimen, Occurrence evidence, Material sample, Fossil, Observation)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Animalia, Plantae)",
 "Year is 2017"
 ]
}

 The dataset includes 16434725 records from 1313 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029155-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14872969
title: scRNAseq data _ATG7 cKO, ATG7 cWT (cell matrix files)

description: Cell matrix files ( Atg7 cKO : CR_24_15075_TS_C_SS3_1, Atg7 cWT : CR_24_15074_TS_C_SS3_1)
DOI: 10.5281/zenodo.14872970
title: scRNAseq data _ATG7 cKO, ATG7 cWT (cell matrix files)

description: Cell matrix files ( Atg7 cKO : CR_24_15075_TS_C_SS3_1, Atg7 cWT : CR_24_15074_TS_C_SS3_1)
DOI: 10.15468/dl.s55z26
title: Occurrence Download

description: A dataset containing 17979456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material citation, Specimen, Living Specimen, Occurrence evidence, Material sample, Fossil, Observation)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Animalia, Plantae)",
 "Year is 2018"
 ]
}

 The dataset includes 17979456 records from 1328 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029156-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6dxd9
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/0006107-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.jcp.30446291
title: Supplementary Material for: Stabilization Mechanisms in the Li3+ Cluster: A Quantum Monte Carlo Study of Electron Delocalization and Correlation by B. G. A. Brito, L. Candido, and G.-Q. Hai

description: Supplemental Material: Additional computational details, spin expectation values, trial-node sensitivity tests, reference energies, and supporting figures and tables for Li3+
DOI: 10.60893/figshare.jcp.30446291.v1
title: Supplementary Material for: Stabilization Mechanisms in the Li3+ Cluster: A Quantum Monte Carlo Study of Electron Delocalization and Correlation by B. G. A. Brito, L. Candido, and G.-Q. Hai

description: Supplemental Material: Additional computational details, spin expectation values, trial-node sensitivity tests, reference energies, and supporting figures and tables for Li3+
DOI: 10.15468/dl.cvyx4x
title: Occurrence Download

description: A dataset containing 11874343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-7.53444 35.92697,0.02572 35.92697,0.02572 38.61311,-7.53444 38.61311,-7.53444 35.92697))",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 11874343 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028778-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sq937p
title: Occurrence Download

description: A dataset containing 3264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sternula albifrons",
 "HasCoordinate is true",
 "Country is Türkiye"
 ]
}

 The dataset includes 3264 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028832-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17582686
title: RADYN Model Output for a study on Variation of Energy Transport in Solar Flares by Kerr et al

description: Overview

In this repository are folders containing output from solar flare simulations produced using the RADYN radiation hydrodynamics numerical code, organized by simulation name (described below). The output is in cdf format, which can be read into python using the radynpy routines linked below.

These simulations were produced by Dr. Graham S. Kerr and collaborators, as part of their study titled into how different energy transport mechanisms impact radiation signatures during flares. These particular simulations are related to a paper under review [publication details will be added later].

radynpy: https://pypi.org/project/radynpy/ 

Flare simulations

Each simulation was driven by different energy transport properties, with the resulting radiative and atmospheric response stored in the output files.  In the table below NTE refers to non-thermal electrons, NTP refers to non-thermal protons, NTMS refers to a distribution containing both non-thermal electrons and non-thermal protons, and TC refers to thermal conduction. For the TC experiments, energy was added directly to the upper portion of the loop, with subsequent thermal conduction carrying that energy to the lower atmosphere. All experiments had constant rate of energy injection, with the exception of TCGradual, which increased to a peak at 35s, and back down again to zero over the next 35s. 






Label



Mechanism



Energy Flux Density

[erg s-1 cm-2]



Heating Duration [s]



δ



Ec [keV]





NTE1_RADYNoutput.cdf



Non-thermal electrons



4.4 x 109



20s



3.5



20





NTE2_ RADYNoutput.cdf



Non-thermal electrons



1.6 x 1010



20s



3.5



15





NTE3_ RADYNoutput.cdf



Non-thermal electrons



4.4 x 1010



20s



3.5



10





NTE4_ RADYNoutput.cdf



Non-thermal electrons



5 x 1011



20s



4.0



10





NTP_ RADYNoutput.cdf



Non-thermal protons



1.6 x 1010



20s



3.5



50





NTMS_ RADYNoutput.cdf



Non-thermal electrons



1.6 x 1010



20s



3.5



15





Non-thermal protons



1.0 x 1010



20s



3.5



50





TC1_ RADYNoutput.cdf



In-situ coronal



1.0 x 1010



20s



-



-





TC2_ RADYNoutput.cdf



In-situ coronal



1.6 x 1010



20s



-



-





TC3_ RADYNoutput.cdf



In-situ coronal



2.0 x 1010



20s



-



-





TC4_ RADYNoutput.cdf



In-situ coronal



3.0 x 1010



20s



-



-





TCGradual_ RADYNoutput.cdf



In-situ coronal



[0.4-5] x 109



70s



-



-