cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.x5gvh2
title: Occurrence Download

description: A dataset containing 104539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Gallus gallus (Linnaeus, 1758))",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 104539 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016198-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15388881
title: Interplay of carrier density and mobility in Al-rich (Al, Ga)N-channel HEMTs: Impact on high-power device performance potential

description: Nextnano++ simulation raw data files.
DOI: 10.5281/zenodo.15388882
title: Interplay of carrier density and mobility in Al-rich (Al, Ga)N-channel HEMTs: Impact on high-power device performance potential

description: Nextnano++ simulation raw data files.
DOI: 10.15468/dl.f8g9m7
title: Occurrence Download

description: A dataset containing 645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cymindis axillaris (Fabricius, 1794)"
 ]
}

 The dataset includes 645 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001647-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17044/scilifelab.28746086
title: The BalticMAG catalog

description: This is a comprehensive catalog of species-cluster representative genomes. To make this catalog, we generated 527 metagenome-assembled genomes (MAGs) from 204 microbial model communities. Moreover, we binned 305 MAGs from the metagenomes corresponding to the samples from which we established the microbial model communities. To make the genomic catalog comprehensive, we added 771 MAGs from the publicly available metagenomes collected from the Baltic Sea (Alneberg et al., 2018, 2020). Altogether, the 1603 MAGs were dereplicated into 701 species-clusters (average nucleotide identity - ANI ≥ 95%), which form the Baltic Sea genomic catalog (BalticMAG catalog).In this Figshare, we share all 701 species-cluster representative genomes. Moreover, you will find a table with metadata for the genomes.
DOI: 10.15468/dl.zt59jv
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia julibrissin Durazz.",
 "Country is Iran (Islamic Republic of)"
 ]
}

 The dataset includes 64 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007348-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48472/datapb/yzoxsm
title: Biodiversidade de opiliões (Arachnida, Opiliones) da Paraíba, Brasil

description: O presente dataset contém 173 registros de opiliões Laniatores e Eupnoi da Paraíba de fontes variadas, mas principalmente da Coleção de Aracnídeos e Miriápodes da UFPB. Apesar de lacunas geográficas, espera-se que esta lista possua grande parte da diversidade real do grupo no estado, com um número baixo de espécies comparado a Pernambuco e Ceará. Mesmo com este status, algumas espécies não-descritas e endêmicas são registradas.
DOI: 10.15468/dl.sbtk5c
title: Occurrence Download

description: A dataset containing 1829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia julibrissin Durazz.",
 "Country is Japan"
 ]
}

 The dataset includes 1829 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007349-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvg937
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erigeron argentatus",
 "Year 2019-2023"
 ]
}

 The dataset includes 84 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024856-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16908446
title: It's the same but not the same: Do LLMs distinguish Spanish varieties?
title: Es igual pero no es lo mismo: ¿Distinguen los LLMs las variedades del español?

description: Spanish, spoken by over 600 million people, exhibits significant lexical, morphological, and syntactic diversity. Traditional benchmarks often overlook dialectal nuances, leading to biased assessments. This benchmark addresses the gap by focusing on dialectal variation and LLM performance in handling different Spanish dialects.

The Spanish Dialect Benchmark dataset evaluates the ability of LLMs to distinguish and accurately use various Spanish dialects. It addresses the challenge of dialectal bias by presenting 31 multiple-choice questions reflecting regional linguistic variations.

Examples:





¿Cuál suena más natural?





a. «Llegas tarde, vístete y corre». (Peninsular, Chilean Spanish)




b. «Llegas tarde, vístete y córrele». (Antillean, Mexican Spanish)






¿Qué verbo usas para describir la acción de ponerse de pie?





a. levantarse (Rioplatense, Peninsular Spanish)




b. pararse (Antillean, Mexican Spanish)
DOI: 10.5281/zenodo.16908515
title: Unified Ice-Binding Mechanism of Antifreeze Glycopeptides: Bridging Polar and Solvophobic Interactions

description: We performed multiple molecular dynamics (MD) simulations to investigate the structural and dynamical properties of the systems analyzed in this study. The simulation datasets are organized as follows:





MD_simulations_Fig6a_c: simulations corresponding to the systems shown in Figure 6a–c. (Trajectory data are provided; no additional system setup files are included for this set.)




MD_simulations_Figure_6g: simulations used to generate the trajectories and structural analyses presented in Figure 6g.




MD_simulations_Figure_S26: simulations underlying the supplementary results reported in Figure S26.




MD_simulations_Figure_S28: simulations corresponding to the data presented in Figure S28.



Each folder contains the trajectory and topology files along with the input scripts, enabling full reproducibility of the reported results (where applicable). A summary of system parameters (box dimensions, atom counts, water molecules, and ionic composition) is provided in the accompanying document MD_simulation_summary.docx for the systems where this information is available.
DOI: 10.5281/zenodo.16908514
title: Unified Ice-Binding Mechanism of Antifreeze Glycopeptides: Bridging Polar and Solvophobic Interactions

description: We performed multiple molecular dynamics (MD) simulations to investigate the structural and dynamical properties of the systems analyzed in this study. The simulation datasets are organized as follows:





MD_simulations_Fig6a_c: simulations corresponding to the systems shown in Figure 6a–c. (Trajectory data are provided; no additional system setup files are included for this set.)




MD_simulations_Figure_6g: simulations used to generate the trajectories and structural analyses presented in Figure 6g.




MD_simulations_Figure_S26: simulations underlying the supplementary results reported in Figure S26.




MD_simulations_Figure_S28: simulations corresponding to the data presented in Figure S28.



Each folder contains the trajectory and topology files along with the input scripts, enabling full reproducibility of the reported results (where applicable). A summary of system parameters (box dimensions, atom counts, water molecules, and ionic composition) is provided in the accompanying document MD_simulation_summary.docx for the systems where this information is available.
DOI: 10.15468/dl.ja47pk
title: Occurrence Download

description: A dataset containing 143003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Anemone ranunculoides"
 ]
}

 The dataset includes 143003 records from 553 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049521-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7281/t1pv6hjv
title: Channel flow at Reτ = 5200

description: A direct numerical simulation of incompressible channel flow at a friction Reynolds number (Reτ) of 5186 has been performed, and the flow exhibits a number of the characteristics of high-Reynolds-number wall-bounded turbulent flows. For example, a region where the mean velocity has a logarithmic variation is observed, with von Kármán constant k = 0.384 ± 0.004. There is also a logarithmic dependence of the variance of the spanwise velocity component, though not the streamwise component. A distinct separation of scales exists between the large outer-layer structures and small inner-layer structures. At intermediate distances from the wall, the one-dimensional spectrum of the streamwise velocity fluctuation in both the streamwise and spanwise directions exhibits k-1 dependence over a short range in wavenumber (k) . Further, consistent with previous experimental observations, when these spectra are multiplied by k (premultiplied spectra), they have a bimodal structure with local peaks located at wavenumbers on either side of the k-1 range.
DOI: 10.5281/zenodo.12657180
title: Data and scripts from : Disentangling urbanisation, climate effects and their interaction on ornamental colourations

description: This folder contains all the data and scripts used for the study 'Disentangling urbanisaiton, climate effects and their interaction on ornamental colourations', submitted.
DOI: 10.15468/dl.d63pxb
title: Occurrence Download

description: A dataset containing 23464 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((46.1992 -9.758248, 47.5765 -9.758248, 47.5765 -9.337177, 46.1992 -9.337177, 46.1992 -9.758248))"
 ]
}

 The dataset includes 23464 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009856-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20387/bonares-hkd9-yw18
title: ORDIAmur Central Experiment 12 – gene expression data

description: Young M.26 apple plants were grown in the greenhouse for 6 weeks in Apple Replant Disease (ARD) affected soils from 151 different locations in Germany. Samples of each soil that were disinfected through gamma-irradiation served as ARD-unaffected controls. The expression of 90 candidate genes and 4 reference genes (ACT7, EF1a, EF1b, TUBB) was analyzed by RT-qPCR in the roots of plants grown in 151 different soils and the leaves of plants grown in 18 different soils.
DOI: 10.7910/dvn/xrzh5r
title: Military Responsibility for Overseas Interests Security: OSINT Audit Conducting MIL-ORR-5 Computable Closed-Loop Assessment of Dual Responsibilities (External-Internal) Under the Framework of the Overall National Security Concept

description: This dataset provides an academically standardised English explanatory text detailing the audit logic and methodological implications of the ‘Minimum Public Observability Threshold’ within the MIL-ORR-5 (Military Overseas-Interest Risk-Response, 5-Loop) framework. This text aims to translate overseas interest security responsibilities from abstract policy commitments into observable, verifiable standards for institutional signalling, thereby supporting responsibility audit research based on open-source intelligence (OSINT).
DOI: 10.6084/m9.figshare.31208773
title: Kinetics and prognostic value of heparin binding protein at the ST-segment-elevation myocardial infarction

description: This research aimed to explore the potential role of heparin-binding protein (HBP) as a prognostic biomarker for adverse events among individuals diagnosed with ST-segment elevation myocardial infarction (STEMI) who underwent primary percutaneous coronary intervention (pPCI). This cohort study enrolled 215 consecutive patients with STEMI following pPCI. Plasma HBP and high-sensitivity cardiac troponin I (hs-cTnI) levels were measured at admission, and at 24h, 48h, and 72h after pPCI. During a median follow-up period of 1.5 years, major adverse cardiovascular events (MACE) were recorded. Plasma HBP levels decreased from a median of 58.04 (IQR 30.38, 106.04) ng/mL at admission to 23.80 (IQR 14.03, 44.51) ng/mL at 72 h (HBP<sub>72h</sub>) after pPCI (<i>p</i> &lt; 0.001). HBP levels demonstrated a moderate correlation with hs-cTnI, particularly at 72 h post-pPCI (<i>r</i> = 0.56). Multivariable Cox regression analysis demonstrated that the highest HBP<sub>72h</sub> quartile was independently associated with a 5-fold increased risk of MACE during follow-up compared to the lowest quartile (hazard ratio, 5.156; 95% confidence interval, 1.380, 19.271; <i>p</i> = 0.0148). The ROC curve demonstrated that an HBP<sub>72h</sub> cut-off level of 29.12 ng/mL for predicting MACE had a specificity of 78.0% and a sensitivity of 61.9%, with an AUC of 0.730. Furthermore, adding HBP<sub>72h</sub> to hs-cTnI improved MACE prediction compared to hs-cTnI alone (NRI 0.578; <i>p</i> &lt; 0.001). Elevated HBP levels following STEMI were associated with an increased risk of adverse outcomes and may serve as a novel and valuable prognostic marker in patients with STEMI.
DOI: 10.6084/m9.figshare.31208773.v1
title: Kinetics and prognostic value of heparin binding protein at the ST-segment-elevation myocardial infarction

description: This research aimed to explore the potential role of heparin-binding protein (HBP) as a prognostic biomarker for adverse events among individuals diagnosed with ST-segment elevation myocardial infarction (STEMI) who underwent primary percutaneous coronary intervention (pPCI). This cohort study enrolled 215 consecutive patients with STEMI following pPCI. Plasma HBP and high-sensitivity cardiac troponin I (hs-cTnI) levels were measured at admission, and at 24h, 48h, and 72h after pPCI. During a median follow-up period of 1.5 years, major adverse cardiovascular events (MACE) were recorded. Plasma HBP levels decreased from a median of 58.04 (IQR 30.38, 106.04) ng/mL at admission to 23.80 (IQR 14.03, 44.51) ng/mL at 72 h (HBP<sub>72h</sub>) after pPCI (<i>p</i> &lt; 0.001). HBP levels demonstrated a moderate correlation with hs-cTnI, particularly at 72 h post-pPCI (<i>r</i> = 0.56). Multivariable Cox regression analysis demonstrated that the highest HBP<sub>72h</sub> quartile was independently associated with a 5-fold increased risk of MACE during follow-up compared to the lowest quartile (hazard ratio, 5.156; 95% confidence interval, 1.380, 19.271; <i>p</i> = 0.0148). The ROC curve demonstrated that an HBP<sub>72h</sub> cut-off level of 29.12 ng/mL for predicting MACE had a specificity of 78.0% and a sensitivity of 61.9%, with an AUC of 0.730. Furthermore, adding HBP<sub>72h</sub> to hs-cTnI improved MACE prediction compared to hs-cTnI alone (NRI 0.578; <i>p</i> &lt; 0.001). Elevated HBP levels following STEMI were associated with an increased risk of adverse outcomes and may serve as a novel and valuable prognostic marker in patients with STEMI.
DOI: 10.15468/dl.k7c7u5
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizopetalon walkeri",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001780-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17464522
title: Bibliography of social sciences publications discussing the IPCC or its outputs

description: This bibliography has been composed by searching and collecting bibliographic records from three main scientific abstract and citation databases, with the cut-off date May 2025: Scopus, Web of Science (WOS) and OpenAlex (OA). Search queries were adapted to each database to narrow down results to social science/humanities research and/or the study of social aspects of the IPCC.

This was followed by a manual and iterative sorting of records to narrow the corpus down to those publications that offered some type of explicit analysis or discussion of the IPCC as an “epistemic, cultural, political [and/or] human knowledge institution” (De Pryck and Hulme, 2022), of the IPCC assessment process and/or of IPCC outputs.

Records which addressed climate change and/or the IPCC from a natural science or engineering perspective were excluded, retaining only those research articles, commentaries, chapters and books, peer-reviewed or not, that primarily focused on the IPCC and/or use the IPCC as a case study (including among other cases).

Given the large amount of initial search results (more than 5000 results across the three databases), we divided the manual sorting of records among the co-authors. Upon completion of the first round of sorting, each co-author cross-checked other co-authors’ results. Where sorting results were unclear or differed among co-authors, we discussed and made a final sorting decision as a group. 

It is, however, known that bibliographic databases are partial to publications in English and from the Global North (simply because their records are more easy to digitally harvest). Despite the co-authors’ best efforts, the bibliography may lack a number of less visible or less accessible publications. 

Except for a handful of publications, all selected records were covered in the OpenAlex. We therefore used OpenAlex's application programming interface (API) to extract the metadata about the publication years, sources, type, authors, countries of affiliation, topics, subfield, language and number of citations for each publication (the extraction was updated in October 2025). OA’s coverage has proven quite accurate (i.e. offering metadata for almost all publications), though not entirely free from classic problems with bibliographic databases, such as lack of affiliation information for some authors, double affiliations for others, overlapping of fields and topics.
DOI: 10.15468/dl.6wxera
title: Occurrence Download

description: A dataset containing 75634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((12.569725 0.256058, 14.186564 0.256058, 14.186564 1.789562, 12.569725 1.789562, 12.569725 0.256058))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Specimen)"
 ]
}

 The dataset includes 75634 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001732-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/yn4g9d
title: Spider occurrences extracted from the '[Fauna and ecology of spiders in environs of the biological station (Verkh. Kvazhva)] = Фауна и экология пауков окрестностей биологической станции (Верх. Кважва)'

description: The dataset contains spider occurrences extracted from the following article/book: [Azheganova N.S., Glukhov M.F. 1981. [Fauna and ecology of spiders in environs of the biological station (Verkh. Kvazhva)] = Фауна и экология пауков окрестностей биологической станции (Верх. Кважва) // Фауна и экология насекомых. Пермь: Пермск. ун-т. С.21–32 (рус.)] <b>Attention! As far as these were published in print, we strongly recommend to cite the original work along with this GBIF dataset!</b>Data were digitized within the Faunistics International project for the occurrence data extraction from the scientific literature: faunistic, taxonomical, ecological and other kinds. Full text is available here. Data are available here as well.
DOI: 10.15468/dl.staccu
title: Occurrence Download

description: A dataset listing the 27750 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Squamata"
 ]
}

 The dataset's 27750 records were derived from 8520 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001767-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15550630
title: Kiel Alte Rats-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.15550631
title: Kiel Alte Rats-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).