cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30521295.v1
title: Turkish Language Validity and Reliability of the Severe Asthma Questionnaire (SAQ)

description: The Severe Asthma Questionnaire (SAQ) is a validated tool used to assess health-related quality of life (HRQoL) in patients with severe asthma. This study aimed to evaluate the Turkish language validity, reliability, and concurrent validity of the SAQ in comparison with other validated tools in Turkish. This was a multi-centre, real-life, prospective observational study. Patients with severe asthma who had been receiving biologic therapy for at least six months were enrolled. After translation with cultural adaptation, the Turkish version of the SAQ (TR-SAQ), the Asthma Control Test (ACT), and the Asthma Quality of Life Questionnaire (AQLQ) were administered alongside pulmonary function tests on the same day. The TR-SAQ was repeated on day 14 ± 2. The validity and reliability were assessed based on the Consensus‐based Standards for the selection of health Measurement Instruments (COSMIN) criteria. Among the 197 severe asthma patients included, 73.4% (n:144) were female, with a mean age of 53.6 ± 13 years. The mean total score of the SAQ (16-item) was 5.09 ± 1.41 (out of 7), and the global SAQ score was 68.24 ± 21.23. The TR-SAQ demonstrated high internal consistency (Cronbach’s alpha = 0.955). Test-retest reliability was r = 0.785 (p &lt; 0.001). The Kaiser-Meyer-Olkin value was 0.93, and Bartlett’s test p-value was &lt;0.001, supporting factorability. SAQ total scores correlated significantly with ACT (r = 0.597, p &lt; 0.001) and AQLQ (r = 0.727, p &lt; 0.001). No significant differences in SAQ scores were observed across gender, BMI, or comorbidities (p &gt; 0.05). Turkish physicians can use TR-SAQ, a valid, reliable HRQoL assessment tool, for severe asthma patients.
DOI: 10.4224/40003534
title: CloudAPT: a benchmark dataset to evaluate APT countermeasures in cloud environments

description: In the evolving cybersecurity landscape, Advanced Persistent Threats (APTs) targeting cloud environments pose significant risks to organizations and governments that rely on cloud services. Recent research contributions address critical issues and advance the state-of-the-art, leveraging datasets generated from non-cloud environments. As a result, existing datasets are often inadequate for developing and evaluating robust APT detection mechanisms in cloud contexts. We present a novel benchmark dataset designed to reproduce APT activities in a cloud environment, leveraging a Kubernetes cluster that mirrors the infrastructure used by small to mid-sized organizations. The dataset is generated over eight days covering the entire cloud APT attack lifecycle, including reconnaissance, initial compromise, privilege escalation, lateral movement, and data exfiltration. This dataset provides valuable resources for researching and developing advanced APT countermeasures, featuring interactions from multiple real users while a human attacker conducts malicious activities. The CloudAPT dataset aims to empower researchers to improve cloud security through advanced analytical solutions (e.g., using machine learning).
description: Dans le domaine en constante évolution de la cybersécurité, les menaces persistantes avancées (MPA) qui ciblent les environnements infonuagiques représentent des risques importants pour les organisations et les gouvernements qui s’appuient sur des services infonuagiques. Les récentes contributions à la recherche abordent des questions cruciales et font progresser les techniques de pointe, mais les ensembles de données qu’ils exploitent pour arriver à ces résultats ne proviennent pas d’environnements infonuagiques. Par conséquent, les ensembles de données existants sont souvent inadaptés au développement et à l’évaluation de mécanismes robustes de détection des MPA dans des contextes d’informatique dématérialisée. Nous présentons un nouvel ensemble de données de référence conçu pour reproduire les activités des MPA dans un environnement infonuagique, en tirant parti d’une grappe Kubernetes qui reflète l’infrastructure utilisée par les petites et moyennes organisations. L’ensemble de données est généré sur huit jours et couvre l’ensemble du cycle de vie d’une attaque MPA dans un environnement infonuagique, y compris la reconnaissance, la compromission initiale, l’escalade des privilèges, le mouvement latéral et l’exfiltration de données. Cet ensemble de données fournit des ressources précieuses pour la recherche et le développement de mesures avancées contre les MPA, en présentant les interactions de plusieurs utilisateurs réels pendant qu’un attaquant mène des activités malveillantes. L’ensemble de données CloudAPT vise à permettre à un large éventail d’utilisateurs d’améliorer la sécurité des environnements infonuagiques grâce à des solutions analytiques avancées (par exemple, l’apprentissage automatique).
DOI: 10.4224/40002961
title: NRC Ice Load Catalogue: time-series data
DOI: 10.15468/dl.azgvyy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-120.8137 36.70565, -120.8057 36.69905, -120.8034 36.7009, -120.8115 36.70652, -120.8132 36.70643, -120.8137 36.70565))",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002510-251120083545085/datasets/export for details.
DOI: 10.4224/40002692
title: Metabolic network changes that are strongly associated with Dementia Lewy Body determined through signed distance and partial correlation analysis

description: INTRODUCTION Determining significant metabolic changes in Dementia with Lewy Body (DLB), a complex and multifactorial neurodegenerative disease, requires, in addition to the analysis of concentration changes, a deep understanding of functional changes in the context of metabolic networks. METHODS Brain metabolomics data from DLB patients and controls was analysed using novel approaches to determine metabolites with the largest changes in their network in DLB. Signed distance correlation (SiDCo) method is provided at: http://complimet.ca/SiDCo RESULTS Novel clustering and correlation network analysis shows major change in the metabolic network in DLB brain relative to matching controls with the largest interaction network alterations for fructose, propylene-glycol, pantothenate and O-acetylcarnitine in spite of no statistically significant change in their concentrations. DISCUSSION Network and correlation analyses indicate major changes in the purine degradation pathway, propanoate and -alanine metabolism as well as an increased role of fructose and reduced significance of glucose in DLB affected brain.
DOI: 10.15468/dl.26gyxd
title: Occurrence Download

description: A dataset containing 3843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pithecellobium dulce"
 ]
}

 The dataset includes 3843 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002511-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4224/40002688
title: Exercise training preferentially enhances skeletal muscle metabolism in diet-resistant obesity
DOI: 10.4224/40002051
title: Blood metabolic profiles: CPMG experiment

description: The development of effective therapies as well as early, molecular diagnosis of Alzheimer’s disease is impeded by the lack of understanding of the underlying pathological mechanisms. Metabolomics studies of body fluids as well as brain tissues have shown major changes in metabolic profiles of Alzheimer’s patients. However, with analysis performed at the late stages of the disease it is not possible to distinguish causes and consequence. The mouse model APP/PS1 expresses a mutant amyloid precursor protein resulting in early Amyloid β (Aβ) accumulation as well as many resulting physiological changes including changes in metabolic profile and metabolism. Analysis of metabolic profile of cerebrospinal fluid (CSF) and blood of APP/PS1 mouse model can provide information about metabolic changes in these body fluids caused by Aβ accumulation. Using our novel method for analysis of correlation and mathematical ranking of significant correlations between metabolites in CSF and blood, we have explored changes in metabolite correlation and connectedness in APP/PS1 and wild type mice. Metabolites concentration and correlation changes in CSF, blood and across the blood brain barrier determined in this work are affected by the production of amyloid plaque. Metabolite changes observed in the APP/PS1 mouse model are the response to the mutation causing plaque formation, not the cause for the plaque suggesting that they are less relevant in the context of early treatment and prevention then the metabolic changes observed only in humans.
DOI: 10.4224/40002050
title: CSF metabolic profiles: NOESY experiment

description: The development of effective therapies as well as early, molecular diagnosis of Alzheimer’s disease is impeded by the lack of understanding of the underlying pathological mechanisms. Metabolomics studies of body fluids as well as brain tissues have shown major changes in metabolic profiles of Alzheimer’s patients. However, with analysis performed at the late stages of the disease it is not possible to distinguish causes and consequence. The mouse model APP/PS1 expresses a mutant amyloid precursor protein resulting in early Amyloid β (Aβ) accumulation as well as many resulting physiological changes including changes in metabolic profile and metabolism. Analysis of metabolic profile of cerebrospinal fluid (CSF) and blood of APP/PS1 mouse model can provide information about metabolic changes in these body fluids caused by Aβ accumulation. Using our novel method for analysis of correlation and mathematical ranking of significant correlations between metabolites in CSF and blood, we have explored changes in metabolite correlation and connectedness in APP/PS1 and wild type mice. Metabolites concentration and correlation changes in CSF, blood and across the blood brain barrier determined in this work are affected by the production of amyloid plaque. Metabolite changes observed in the APP/PS1 mouse model are the response to the mutation causing plaque formation, not the cause for the plaque suggesting that they are less relevant in the context of early treatment and prevention then the metabolic changes observed only in humans.
DOI: 10.4224/40001921
title: Catalogue of selenium metabolites in selenized yeast
DOI: 10.4224/40001819
title: The Nunavut Hansard Inuktitut–English Parallel Corpus 3.0
title: Le corpus parallèle inuktitut – anglais du Hansard du Nunavut 3.0

description: The Inuktitut language, a member of the Inuit-Yupik-Unangan language family, is spoken across Arctic Canada and noted for its morphological complexity. It is an official language of two territories, Nunavut and the Northwest Territories, and has recognition in additional regions. This dataset is a newly released sentence-aligned Inuktitut–English corpus based on the proceedings of the Legislative Assembly of Nunavut, covering sessions from April 1999 to June 2017. With approximately 1.3 million aligned sentence pairs, this is, to our knowledge, the largest parallel corpus of a polysynthetic language, or an Indigenous language of the Americas, released to date. Accompanying the corpus is a subset of gold standard alignments for alignment evaluation purposes, and scripts to replicate the preprocessing used in our baseline machine translation experiments.
description: La langue inuktitut, membre de la famille des langues inuit-yupik-unangan, est parlée dans tout l'Arctique canadien et réputée pour sa complexité morphologique. C'est une langue officielle de deux territoires, le Nunavut et les Territoires du Nord-Ouest, et elle est aussi reconnue dans d'autres régions. Ce nouvel ensemble de données est un corpus inuktitut – anglais basé sur les délibérations de l'Assemblée législative du Nunavut, couvrant la période allant d’avril 1999 à juin 2017. Avec environ 1,3 million de paires de phrases alignées, il s'agit, à notre connaissance, du plus grand corpus parallèle d'une langue polysynthétique ou d’une langue autochtone des Amériques publié à ce jour. Le corpus est accompagné d'un sous-ensemble d'alignements de référence pouvant servir à l’évaluation de méthodes d’alignement, ainsi que de scripts pour reproduire le prétraitement utilisé dans nos expériences de base de traduction automatique.
description: general: The alignment of the corpus and the accompanying documentation and scripts were produced by the National Research Council of Canada.
description: general : L'alignement du corpus et la documentation et les scripts qui l'accompagnent ont été produits par le Conseil national de recherches du Canada.
description: general: DISCLAIMER: This corpus and any derivative work created from it do not constitute an official transcript or translation of the debates of the Legislative Assembly of Nunavut, and cannot be construed as evidence of what its members have said. To consult the official transcripts, please visit https://www.assembly.nu.ca/.
description: general : AVIS DE NON-RESPONSABILITÉ : Ce corpus et tout travail dérivé qui en découle ne constituent pas une transcription ou une traduction officielle des débats de l'Assemblée législative du Nunavut et ne peuvent être interprétés comme une preuve de ce que ses membres ont dit. Pour consulter les comptes rendus officiels, veuillez visiter https://www.assembly.nu.ca/.
DOI: 10.4224/40000637
title: Three certified sugar reference materials for carbon isotope delta measurements: [structured dataset]
DOI: 10.4224/c8sc04578j.data
title: Big graphene dataset

description: Density functional theory simulations of graphite structures with random (in size and location) structural defects. Dataset contains coordinates of carbon atoms and the total energy computed using the PBE functional as implemented in the software VASP. Input parameter files are also included so that the calculations can be reproduced. NOTE: This dataset is useful for training machine learning models of carbon materials, as there are more than 500,000 unique calculations of graphene (3.5 nm x 3.5 nm unit cell). The dataset was used as training data for an extensive deep neural network which was used to simulate a micron of graphene.
description: Simulations de la théorie fonctionnelle de la densité de structures en graphite présentant des défauts de structure aléatoires (en taille et en localisation). L'ensemble de données contient les coordonnées des atomes de carbone et de l'énergie totale calculée à l'aide de la fonctionnalité PBE mise en œuvre dans le logiciel VASP. Les fichiers de paramètres d'entrée sont également inclus afin que les calculs puissent être reproduits. REMARQUE: Cet ensemble de données est utile pour la formation de modèles d'apprentissage automatique de matériaux carbonés, car il existe plus de 500 000 calculs uniques de graphène (cellules unitaires 3,5 nm x 3,5 nm). L'ensemble de données a été utilisé comme données d'apprentissage pour un vaste réseau de neurones profonds utilisé pour simuler un micron de graphène.
DOI: 10.4224/physreva.96.042113.data
title: Quantum simulations of an electron in a two dimensional potential well

description: The data was generated in a numerical simulation of an electron in a 2 dimensional confining potential. It was used as a test case for training a deep neural network to reproduce the results of a partial differential equation (the time independent Schrödinger equation).
description: Les données ont été générées dans une simulation numérique d'un électron dans un potentiel de confinement bidimensionnel. Il a été utilisé comme un cas de test pour la formation d'un réseau neuronal profond pour reproduire les résultats d'une équation différentielle partielle (l'équation de Schrödinger indépendante du temps).
DOI: 10.15468/dl.3bsaze
title: Occurrence Download

description: A dataset containing 5426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is one of (Solanum acroglossum, Solanum acroscopicum, Solanum anamatophilum, Solanum augustii, Solanum ayacuchense, Solanum buesii, Solanum burkartii, Solanum cajamarquense, Solanum cantense, Solanum chiquidenum, Solanum contumazaense, Solanum dolichocremastrum, Solanum gracilifrons, Solanum hastiforme, Solanum huancabambense, Solanum humectophilum, Solanum hypacrarthrum, Solanum immite, Solanum incasicum, Solanum laxissimum, Solanum lignicaule, Solanum limbaniense, Solanum mochiquense, Solanum multiinterruptum, Solanum neoweberbaueri, Solanum nubicola, Solanum pillahuatense, Solanum piurae, Solanum raphanifolium, Solanum raquialatum, Solanum salasianum, Solanum scabrifolium, Solanum simplicissimum, Solanum sogarandinum, Solanum trinitense, Solanum wittmackii)"
 ]
}

 The dataset includes 5426 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002514-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snnm3b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-120.7965 36.70053, -120.801 36.70278, -120.8026 36.70141, -120.8003 36.69831, -120.7965 36.70053))",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002515-251120083545085/datasets/export for details.
DOI: 10.25345/c5kd1r00d
title: MassIVE MSV000099983 - RM8321- Mixture of synthetic peptide
title: RM8321- Mixture of synthetic peptide Ion mobility data, DDA PASEF with different ramp time and exclusion times
DOI: 10.15468/dl.tavwve
title: Occurrence Download

description: A dataset containing 10717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pyrgus malvae",
 "Year 1980-2025"
 ]
}

 The dataset includes 10717 records from 562 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002513-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17674264
title: Within-patient evolution of invasive Campylobacter jejuni reveals genetic drivers of antibiotic resistance and adaptation to human blood (genome assembly and annotation dataset)

description: This dataset includes the assembled contig (.fasta and .gbk files), the nucleotide sequences of the predicted genes, and the corresponding amino acid sequences of the stool isolate (Cj_PT_2015_CHUC_stool_1). This isolate was used as the reference for identifying inter- and intra-isolate SNPs and indels acquired throughout the microevolution of the invasive C. jejuni strain during infection.

All raw sequence reads used in this study were deposited in the European Nucleotide Archive (ENA) (BioProject XXXXX).

The associated article can be found here: TO BE ADDED
DOI: 10.5281/zenodo.17674263
title: Within-patient evolution of invasive Campylobacter jejuni reveals genetic drivers of antibiotic resistance and adaptation to human blood (genome assembly and annotation dataset)

description: This dataset includes the assembled contig (.fasta and .gbk files), the nucleotide sequences of the predicted genes, and the corresponding amino acid sequences of the stool isolate (Cj_PT_2015_CHUC_stool_1). This isolate was used as the reference for identifying inter- and intra-isolate SNPs and indels acquired throughout the microevolution of the invasive C. jejuni strain during infection.

All raw sequence reads used in this study were deposited in the European Nucleotide Archive (ENA) (BioProject XXXXX).

The associated article can be found here: TO BE ADDED
DOI: 10.5517/ccdc.csd.cc2nh129
title: CCDC 2457310: Experimental Crystal Structure Determination

description: Related Article: Lili Shao,  Zekai Fang,  Peng Liu,  Yu Lan,  Qilong Cai,  Xiaoming Wang|2025|Nat.Commun.|16|7191|doi:10.1038/s41467-025-62564-6
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.cc2p8zvt
title: CCDC 2481297: Experimental Crystal Structure Determination

description: Related Article: Shao-Dan He, Wan-Wan Zhao, Dan Mao, Yu-Yan Ran, Chong Wu, Mahmoud Al-Gawati, Abdullah N. Alodhayb, Shofiur Rahman, Paris E. Georghiou|2026|Spectrochim.Acta,Part A|348||doi:10.1016/j.saa.2025.127101
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.cc2pg6zc
title: CCDC 2486323: Experimental Crystal Structure Determination

description: Related Article: Enzo La Gorcé, Tristan K. Theunissen, Susan A. Bourne|2025|CrystEngComm|27|7333|doi:10.1039/d5ce00879d
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.cc2pg70f
title: CCDC 2486324: Experimental Crystal Structure Determination

description: Related Article: Enzo La Gorcé, Tristan K. Theunissen, Susan A. Bourne|2025|CrystEngComm|27|7333|doi:10.1039/d5ce00879d
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.cc2pg71g
title: CCDC 2486325: Experimental Crystal Structure Determination

description: Related Article: Enzo La Gorcé, Tristan K. Theunissen, Susan A. Bourne|2025|CrystEngComm|27|7333|doi:10.1039/d5ce00879d
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.