cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6v8r6x
title: Occurrence Download

description: A dataset containing 39704768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 39704768 records from 5728 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004431-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27999275
title: Analyzing the Usage of Donation Platforms for PyPI Libraries

description: The dataset is a JSON file mapping library names to the following informationtheir direct dependenciesassociated URLs, and,where available, information about GitHub Sponsors profiles, additional donation platform links and repository owner typesThe notebook analyzes the data to calculate the following metrics:Distribution of the most commonly used donation platforms across the PyPI ecosystemRatio of individual PyPI libraries which link to donation platformsRatio of PyPI libraries in dependency chains which link to donation platforms<br>
DOI: 10.6084/m9.figshare.27999275.v1
title: Analyzing the Usage of Donation Platforms for PyPI Libraries

description: The dataset is a JSON file mapping library names to the following informationtheir direct dependenciesassociated URLs, and,where available, information about GitHub Sponsors profiles, additional donation platform links and repository owner typesThe notebook analyzes the data to calculate the following metrics:Distribution of the most commonly used donation platforms across the PyPI ecosystemRatio of individual PyPI libraries which link to donation platformsRatio of PyPI libraries in dependency chains which link to donation platforms<br>
DOI: 10.6084/m9.figshare.28869563
title: World Cup of Flags dataset

description: We introduce a new dataset, chronicling the World Cup of Flags, a competitive vexillology tournament held on Twitter. The dataset combines challenges arising from three angles. Firstly, the data is multi-relational, so analysis techniques need to be able to respect that; for instance, conclusions on prior probabilities must be drawn across one-to-many or many-to-many relations spanning several tables. Secondly, the data stems from a tournament composed of a group phase followed by a knockout phase; assessing performance of a specific competitor needs to incorporate the relative strength of the opponents gleaned from incomplete data: most flags will not meet most other flags in the tournament. Finally, this competition was held on Twitter; as a consequence it spiraled completely out of control. An auxiliary contribution of this paper is the downright bizarre story of precisely how the World Cup of Flags unfolded, including ideological differences between vexillological, maximalist, and nationalist voting blocs, a takeover by a substantial wave of Zimbabwean Twitter personalities, and involvement of both the Prime Minister and Leader of the Opposition of Trinidad & Tobago. Hence, the World Cup of Flags dataset is a publicly available benchmark of noisy data, concerning matches in a tournament structure that is familiar from many sports, also encompassing multi-relational data mining challenges.
DOI: 10.15468/dl.3dkfp2
title: Occurrence Download

description: A dataset containing 1776410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinndorama pitanga Domahovski, 2021, Maiamyia dispar (Maia, Mendonça Júnior & Romanowski, 1997), Nasua narica (Linnaeus, 1766), Strepera graculina (Shaw, 1790), Ortalis leucogastra (Gould, 1843), Rileya hegeli Girault, 1916, Cerchysiella scutellata (Howard, 1897), Spalangia endius Walker, 1839, Atlapetes citrinellus (Cabanis, 1883), Microspingus erythrophrys erythrophrys, Elaenia strepera Cabanis, 1883, Arremon flavirostris Swainson, 1838, Elaenia spectabilis Pelzeln, 1868, Synallaxis ruficapilla Vieillot, 1819, Satrapa icterophrys (Vieillot, 1818), Arremon torquatus (d'Orbigny & Lafresnaye, 1837), Catharus dryas (Gould, 1855), Turdus nigriceps Cabanis, 1874, Leptotila megalura P.L.Sclater & Salvin, 1879, Tolmomyias sulphurescens (Spix, 1825), Bindahara phocides (Fabricius, 1793), Yponomeuta kanaiella (Matsumura, 1931), Calicha ornataria (Leech, 1891), Ligdia japonaria Leech, 1897, Ligdia adustata (Denis & Schiffermüller), 1775, Yponomeuta irrorella (Hübner, 1796), Asteromella euonymella (Sacc.) Aa & Vanev, Diaporthe circumscripta G.H.Otth ex Fuckel, Erysiphe euonymi DC., Melampsora epitea var. epitea, Melampsora epitea Thüm., Aphis fabae evonymi Fabricius, 1775, Yponomeuta cagnagellus (Hübner, 1813), Mormo maura (Linnaeus, 1758), Spaniopus japonicus Kamijo, 1981, Chrysocharis sunosei Kamijo, 1981, Proteostrenia leda (Butler, 1878), Yponomeuta eurinellus Zagulajev, 1970, Ceuthospora euonymi Grove, Cytospora euonymi Cooke, Pestalotiopsis neglecta (Thüm.) Steyaert, Unaspis euonymi (Comstock, 1881), Erysiphe euonymi-japonici U.Braun & S.Takam., Erysiphe euonymicola U.Braun, Heterarmia charon (Butler, 1878), Ageniaspis fuscicollis (Dalman, 1820), Cochylidia rupicola (Curtis, 1834), Forficula lesnei Finot, 1887, Palpita vitrealis Rossi, 1794, Gymnoscelis rufifasciata (Haworth, 1809))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1776410 records from 1472 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009700-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13vzzey
title: Geochemistry and x-ray diffraction data for hydrothermal manganese oxide rocks from the Samoa hotspot region in the South Pacific Ocean collected during research expedition KM0506

description: Hydrothermal manganese oxide rocks were collected via dredge from the Tulaga Seamount, the flank of Ofu Island, and from Soso seamount in the Samoa hotspot  region offshore American Samoa during the KM0506 cruise aboard the R/V Kilo Moana in April of 2005. Rocks were subsampled at USGS and analyzed for mineralogy by x-ray diffraction as well as sent to SGS laboratories, Canada for major and trace element geochemistry.
DOI: 10.6084/m9.figshare.31125283
title: PEU Data

description: The data described the regulatory effect of PEU on inflammation in vitro and in vivo.
DOI: 10.6084/m9.figshare.31125283.v2
title: PEU Data

description: The data described the regulatory effect of PEU on inflammation in vitro and in vivo.
DOI: 10.6084/m9.figshare.31125283.v1
title: PEU Data

description: The data described the regulatory effect of PEU on inflammation in vitro and in vivo.
DOI: 10.15468/dl.tks4cq
title: Occurrence Download

description: A dataset containing 2754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Parapoynx diminutalis"
 ]
}

 The dataset includes 2754 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004867-260120142942310/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/14582583
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.5xuvxw
title: Occurrence Download

description: A dataset containing 581829 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciurus carolinensis"
 ]
}

 The dataset includes 581829 records from 315 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004839-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-2996
title: Supplementary material for 'Predicting and rationalizing the Soret coefficient of binary Lennard-Jones mixtures in the liquid state'

description: &lt;p&gt;Supplementary material for 'Predicting and rationalizing the Soret coefficient of binary Lennard-Jones mixtures in the liquid state' (N. E. R. Zimmermann, G. Guevara-Carrion, J. Vrabec, N. Hansen, Adv. Theory Simul., 2022) containing scripts, packages, and files to re-create and to submit LAMMPS simulations performed for non-equilibrium molecular dynamics (NEMD) simulations and to post-process these simulations to obtain the final results. Furthermore, scripts are provided to calculate Soret coefficients with the Shukla-Firoozabadi model (Ind. Eng. Chem. Res., 1998, 37, 8, 3331) and the Reith-Müller-Plathe model (J. Chem. Phys., 2000, 112, 5, 2436). Finally, all data from the present study are provided, where as much of the raw data of the NEMD simulations are provided as reasonably possible (e.g., trajectory files could not be included due to memory constraints, but temperature profiles and mole fraction profiles are provided in tar archives).&lt;/p&gt;

&lt;p&gt;Note that each directory of this dataset contains a README.txt to outline the content found in the directory and, possibly, its subdirectories.&lt;/p&gt;

&lt;p&gt;The general directory structure is as follows:&lt;/p&gt;
&lt;pre&gt;
|
|- code
| |
| |- nemd
| |
| |- reith
| |
| '- shukla
|
'- data
| |
| |- emd
| |
| |- nemd
| |
| |- reith
| |
| '- shukla
|
'- movie
 |
 '- nemd
&lt;/pre&gt;
DOI: 10.6092/unibo/amsacta/8746
title: Nano-ImmunoEra. WP2 T2.4. ECL quantification of cTnI on SPCE_Cu3(HHTP)2

description: This dataset reports data obtained within the NanoimmunoEra project, Work Package 2 (Production and characterization of materials for improved ECL-based biosensing), specifically Task 2.4 (Electrochemical and ECL performance of ink-jet printed electrodes); Disposable ink-jet printed and screen-printed electrodes were tested to evaluate their influence on electrochemical and ECL performances, with optimization aimed at developing low-cost sensors. 
Early detection of cardiac troponin I (cTnI) demands ultrasensitive electrochemiluminescence (ECL) platforms to enable timely intervention and better prognosis. Here, screen-printed carbon electrodes (SPCEs) were modified by drop-casting Cu₃(HHTP)₂ conductive metal-organic frameworks, yielding a highly responsive sensing substrate that was further engineered with anti-cTnI antibodies and BSA passivation for specific target capture.​
Using [Ru(bpy)₃]²⁺ as luminophore, the Cu₃(HHTP)₂-modified interface generated markedly intensified ECL signals versus bare SPCEs, driven by the material's superior electrical conductivity, extensive porosity, expanded electroactive area, and—most importantly—the ECL-promoting action of HHTP ligands.​
Performance calibration against graded cTnI standards revealed exceptional analytical figures of merit, including an in vitro limit of detection of 10.23 ± 1.06 pg mL⁻¹—far surpassing clinical decision limits. This co-reactant-independent Cu₃(HHTP)₂ ECL immunosensor thus emerges as a promising, high-efficiency tool for swift point-of-care assessment of low-abundance cardiac markers.​
DOI: 10.5281/zenodo.18306061
title: Traditional fishing communities and the use of forest resources in an estuary in southern Brazil - Statistical analisys dataset
DOI: 10.5281/zenodo.18306060
title: Traditional fishing communities and the use of forest resources in an estuary in southern Brazil - Statistical analisys dataset
DOI: 10.48425/w69oxl7o
title: S_climate_ground_temperature_nordenskioldland

description: Ground temperature measurements collected using iButtons in Gangdalen, Reindalen, Semmeldalen, Istjørndalen, Medalen, Fardalen, and Colesdalen, located in the central part of Spitsbergen.

The dataset consists of three types of files: - One data file per year (S_climate_ground_temperature_nordenskioldland_YEAR.txt) 
- One coordinate file containing the coordinates of all sites (S_climate_ground_temperature_nordenskioldland_coordinates.txt) 
- One auxiliary file with additional information about all sites (S_climate_ground_temperature_nordenskioldland_aux.txt)

In addition, there is a README file (S_climate_ground_temperature_nordenskioldland_readme.pdf) with further information regarding the dataset.
DOI: 10.5281/zenodo.18339343
title: The 9th China Tomato Regional Trial
DOI: 10.5281/zenodo.18339344
title: The 9th China Tomato Regional Trial
DOI: 10.13140/rg.2.2.11160.66564
title: Final Data Set for Health Marketing Quarterly Project
DOI: 10.5281/zenodo.18339081
title: Dataset for conference paper called "Implementation of yttrium aluminium garnet nanoparticles in active optical fibers by nanoparticle deposition approach"

description: Dataset contains all relevant experimental data for Figures 1and 2 in the conference paper.
DOI: 10.5281/zenodo.18339082
title: Dataset for conference paper called "Implementation of yttrium aluminium garnet nanoparticles in active optical fibers by nanoparticle deposition approach"

description: Dataset contains all relevant experimental data for Figures 1and 2 in the conference paper.
DOI: 10.5281/zenodo.18339474
title: Supporting material for "Universal dynamics and microwave control of programmable resonant electro-optic frequency combs"
DOI: 10.5281/zenodo.18339475
title: Supporting material for "Universal dynamics and microwave control of programmable resonant electro-optic frequency combs"
DOI: 10.5281/zenodo.18338887
title: How do Senior Software Engineers learn Soft Skills? A Narrative Study based on Social Cognitive Theory

description: This repository contains the full set of research instruments, analytical artifacts, and supplementary materials supporting the paper: How do Senior Software Engineers Learn Soft Skills? A Narrative Study based on Social Cognitive Theory.

The repository is intended to ensure methodological transparency, rigor, and reproducibility in qualitative software engineering research. The repository includes the following materials:

Appendix A - Participants CharacterizationAppendix B - Phase 3: Step 1 - Open Coding - Generic Prompt and Concrete exampleAppendix C - Phase 3: Step 2 - Initial Themes - Generic Prompt and Concrete exampleAppendix D - Phase 4: Reviewing themes - Generic Prompt and concrete exampleAppendix E - Interview ScriptAppendix F - Informed Consent and Characterization FormAppendix G - Codebook

All materials have been anonymized to protect participant confidentiality.
DOI: 10.5281/zenodo.18338888
title: How do Senior Software Engineers learn Soft Skills? A Narrative Study based on Social Cognitive Theory

description: This repository contains the full set of research instruments, analytical artifacts, and supplementary materials supporting the paper: How do Senior Software Engineers Learn Soft Skills? A Narrative Study based on Social Cognitive Theory.

The repository is intended to ensure methodological transparency, rigor, and reproducibility in qualitative software engineering research. The repository includes the following materials:

Appendix A - Participants CharacterizationAppendix B - Phase 3: Step 1 - Open Coding - Generic Prompt and Concrete exampleAppendix C - Phase 3: Step 2 - Initial Themes - Generic Prompt and Concrete exampleAppendix D - Phase 4: Reviewing themes - Generic Prompt and concrete exampleAppendix E - Interview ScriptAppendix F - Informed Consent and Characterization FormAppendix G - Codebook

All materials have been anonymized to protect participant confidentiality.
DOI: 10.5281/zenodo.18339417
title: Supplementary material for "Combining δ2H and δ34S stable isotopes identifies diverse moult strategies in a short-distance migratory bird"

description: Abstract

Moult strategies in birds can vary considerably within species in terms of where moult occurs, yet the factors underlying this variation and its consistency across years and individuals remain poorly understood. One such strategy, moult migration, involves individuals moving to a specific moulting location amid migration to complete feather moult before continuing to their wintering grounds. Here, we used stable isotope analysis of hydrogen (δ²H) and sulphur (δ³⁴S) in feathers from 291 Common Starlings (Sturnus vulgaris) to estimate the prevalence of moult migration among birds breeding in the Baltics, where some individuals are known to perform moult migration to north-central Europe. To establish isotopic baselines, we included reference samples from starlings with known moult locations either close to the breeding sites in Latvia (n = 24) or near expected moulting sites in Germany (n = 53). Additionally, we tracked migration of a subset of individuals using multi-sensor geolocators to integrate isotopic and movement data for a comprehensive assessment of moult migration patterns and validation of isotope assignment accuracy. Feather stable isotope values differed significantly between starlings breeding in the Baltic region and those breeding in north-central Europe. Assignments indicated that 86.2% of Latvian starlings moulted near their breeding sites, while 4.5% undertook moult migration (9.3% remained unassigned). Both isotopes contributed substantially to the assignment accuracy, with their combined use improving the best discrimination between moulting regions. The isotope-based method correctly classified five of seven geolocator-tracked starlings, with no incorrect assignments. Moult strategies did not differ between adults and juveniles, and repeated sampling of individuals showed consistent strategies across years. Our findings demonstrate that integrating δ²H and δ³⁴S, especially with reference samples, provides a reliable approach for identifying moult strategies even at small spatial scales, and highlight the promise of δ³⁴S as an emerging tracer in avian movement ecology.
DOI: 10.5281/zenodo.18339418
title: Supplementary material for "Combining δ2H and δ34S stable isotopes identifies diverse moult strategies in a short-distance migratory bird"

description: Abstract

Moult strategies in birds can vary considerably within species in terms of where moult occurs, yet the factors underlying this variation and its consistency across years and individuals remain poorly understood. One such strategy, moult migration, involves individuals moving to a specific moulting location amid migration to complete feather moult before continuing to their wintering grounds. Here, we used stable isotope analysis of hydrogen (δ²H) and sulphur (δ³⁴S) in feathers from 291 Common Starlings (Sturnus vulgaris) to estimate the prevalence of moult migration among birds breeding in the Baltics, where some individuals are known to perform moult migration to north-central Europe. To establish isotopic baselines, we included reference samples from starlings with known moult locations either close to the breeding sites in Latvia (n = 24) or near expected moulting sites in Germany (n = 53). Additionally, we tracked migration of a subset of individuals using multi-sensor geolocators to integrate isotopic and movement data for a comprehensive assessment of moult migration patterns and validation of isotope assignment accuracy. Feather stable isotope values differed significantly between starlings breeding in the Baltic region and those breeding in north-central Europe. Assignments indicated that 86.2% of Latvian starlings moulted near their breeding sites, while 4.5% undertook moult migration (9.3% remained unassigned). Both isotopes contributed substantially to the assignment accuracy, with their combined use improving the best discrimination between moulting regions. The isotope-based method correctly classified five of seven geolocator-tracked starlings, with no incorrect assignments. Moult strategies did not differ between adults and juveniles, and repeated sampling of individuals showed consistent strategies across years. Our findings demonstrate that integrating δ²H and δ³⁴S, especially with reference samples, provides a reliable approach for identifying moult strategies even at small spatial scales, and highlight the promise of δ³⁴S as an emerging tracer in avian movement ecology.
DOI: 10.5517/ccdc.csd.cc2pt2l6
title: CCDC 2496758: Experimental Crystal Structure Determination

description: Related Article: John M. Ovian, Joseph Derosa, Mengdi Li, Jonas C. Peters|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c18522
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.cc2m5cck
title: CCDC 2418228: Experimental Crystal Structure Determination

description: Related Article: Priyanka Sahu, Narayan Ch. Jana, Jeronimo Marteleto Nunes Rugani, Katherine Lima Bruno, Heveline Silva, Rubens Lima do Monte-Neto, Joydev Dinda|2026|Organometallics|||doi:10.1021/acs.organomet.5c00334
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.cc2m5chp
title: CCDC 2418232: Experimental Crystal Structure Determination

description: Related Article: Priyanka Sahu, Narayan Ch. Jana, Jeronimo Marteleto Nunes Rugani, Katherine Lima Bruno, Heveline Silva, Rubens Lima do Monte-Neto, Joydev Dinda|2026|Organometallics|||doi:10.1021/acs.organomet.5c00334
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.cc2n3857
title: CCDC 2445998: Experimental Crystal Structure Determination

description: Related Article: Xue-Rui Zhang, Sen Wang, Yong-Ping Li, Zhao-Quan Yao, Fu-Chen Liu, Jiong-Peng Zhao|2026|J.Mol.Struct.|1357||doi:10.1016/j.molstruc.2026.145268
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.cc2qh0mw
title: CCDC 2516878: Experimental Crystal Structure Determination

description: Related Article: Hyun-Suk Um, Scott J. Miller|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20554
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.cc2qh0nx
title: CCDC 2516879: Experimental Crystal Structure Determination

description: Related Article: Hyun-Suk Um, Scott J. Miller|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20554
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.