cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48420/30895829.v2
title: TPI UK Sectoral Productivity Scorecards

description: The sources and methods document includes the indicators, their sources, their use in the scorecards, and a brief overview of this project.The TPI’s UK Sector Productivity Scorecard provides a comparative assessment of labour productivity performance by UK industries (e.g. manufacturing, services sectors, etc). It helps the TPI's audience assess the relative productivity drivers and drawbacks of growth (or lack of it), helps to identify challenges that need to be addressed and sources of growth in industries to engage with the business community. Visualising UK productivity data on the level of economic sectors can support different perspectives and analysis of labour productivity in the UK.There are 19 Sectoral scorecards based on the section classifications below:Agriculture, forestry and fishing, AMining and quarrying, BManufacturing, CElectricity, gas, steam and air conditioning supply, DWater supply; sewerage, waste management and remediation activities, EConstruction, FWholesale and retail trade; repair of motor vehicles and motorcycles, GTransportation and storage, HAccommodation and food service activities, IInformation and communication, JFinancial and insurance activities, KReal estate activities, LProfessional, scientific and technical activities, MAdministrative and support service activities, NPublic administration and defence; compulsory social security, OEducation, PHuman health and social work activities, QArts, entertainment and recreation, ROther service activities and Activities of households as employers, S and T<br>
DOI: 10.5281/zenodo.18492557
title: SME-oriented virtual machine and blob storage architecture

description: This record contains a restricted, non-operational container-based agent structure that documents a reference baseline for SME-oriented virtual machine and blob storage architectures. The artifact focuses on upstream, pre-implementation decision logic, including network zoning, compute and storage baselines, identity and access separation, observability, backup and recovery assumptions, and external state handling via object storage.The container includes a minimal Python-based agent that materializes these structures as auditable snapshots and signals. It is intended solely for analytical, conceptual, and governance-oriented purposes and does not provide or imply any deployment, operational service, or implementation guidance
DOI: 10.5281/zenodo.18492558
title: SME-oriented virtual machine and blob storage architecture

description: This record contains a restricted, non-operational container-based agent structure that documents a reference baseline for SME-oriented virtual machine and blob storage architectures. The artifact focuses on upstream, pre-implementation decision logic, including network zoning, compute and storage baselines, identity and access separation, observability, backup and recovery assumptions, and external state handling via object storage.The container includes a minimal Python-based agent that materializes these structures as auditable snapshots and signals. It is intended solely for analytical, conceptual, and governance-oriented purposes and does not provide or imply any deployment, operational service, or implementation guidance
DOI: 10.60629/e4qz-jq62
title: Dataset used in the publication &#34;Warta wyobrażona&#34;

description: <p>This file contains the list of references and dataset related to the article „Warta wyobrażona. Dziedzictwo rzeki na ilustrowanych kartach pocztowych z około 1900 roku”, Konteksty 4/2025, p. 58-68, DOI: <a href="https://doi.org/10.36744/k.4434" target="_blank" rel="nofollow noopener noreferrer">https://doi.org/10.36744/k.4434</a>.</p>
DOI: 10.15468/dl.ubd6nj
title: Occurrence Download

description: A dataset containing 16477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Coffea"
 ]
}

 The dataset includes 16477 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013485-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18710/b3njbt/34pmyx
title: full_questionnaire.pdf

description: Questionnaire used for data elicitation
DOI: 10.18710/b3njbt/dykk2p
title: data_like.tsv

description: Tab-separated data table with usage ratings for quotative LIKE
DOI: 10.18710/b3njbt/vk5a1t
title: data_mustnt.tsv

description: Tab-separated data table with usage ratings for epistemic MUSTN'T
DOI: 10.18710/b3njbt/apzwa0
title: data_youse.tsv

description: Tab-separated data table with usage ratings for YOUSE
DOI: 10.18710/b3njbt/whom0o
title: data_progressives.tsv

description: Tab-separated data table with usage ratings for extended uses of progressive
DOI: 10.18710/b3njbt/j7aqcd
title: consent_form.txt

description: Text file providing details about how consent was obtained
DOI: 10.18710/b3njbt/atlxhd
title: 00_ReadMe_ScotE_SSBE.txt

description: Raw text file containing the documentation of the dataset
DOI: 10.18710/b3njbt/qlb3dj
title: data__protection_impact_assessment.pdf

description: Brief assessment of whether the open publication of the dataset is aligned with applicable legal and research-ethical rules and guidelines
DOI: 10.18710/b3njbt/xxm2rv
title: 00_ReadMe_ScotE_SSBE.txt

description: Raw text file containing the documentation of the dataset
DOI: 10.18710/b3njbt/akvatt
title: data_progressives.tsv

description: Tab-separated data table with usage ratings for extended uses of progressive
DOI: 10.18710/b3njbt
title: Background data for: The morpho-syntax of Scottish Standard English: Questionnaire-based insights

description: &lt;p&gt;Dataset abstract&lt;/p&gt;

&lt;p&gt;This dataset contains tabular files with data on the currency of four morpho-syntactic features in Standard Scottish English and Standard Southern British English: quotative LIKE, epistemic MUSTN'T, extended uses of the progressive, and YOUSE as a second person plural pronoun. It is drawn from the Bamberg Survey of Language Variation and Change (BSLVC; Krug & Sell 2013). Usage ratings are provided by young, educated speakers, who indicate on an ordinal scale how many speakers in their home country would use a particular feature (embedded in a carrier sentence). The response options are "no-one", "few", "some", "many", "most", and "everyone", and ratings are collected for two different registers: casual speech (informal conversation among friends) and (semi-)formal writing (email to a former teacher). The data include 43 British informants (21 male, 22 female; mean age 21) and 61 Scottish informants (24 male, 37 female; mean age 21). Each participant provided two ratings (spoken vs. written) for a single sentence.&lt;/p&gt;
description: &lt;p&gt;Abstract of related publication&lt;/p&gt;

&lt;p&gt;With empirical research on Scottish Standard English showing a bias towards phonology, the aim of the current study is to contribute to the morpho-syntactic documentation of this variety. Relying on Standard Southern British English for comparison, we concentrate on four eWAVE features, on which the varieties have been noted to diverge: (i) youse as a second person plural pronoun, (ii) extended uses of the progressive, (iii) epistemic mustn’t, and (iv) quotative like. We use questionnaire data, where respondents indicate how many speakers in their home country use a particular feature. Ratings are elicited from 43 English and 61 Scottish participants (mostly university students) for two usage contexts, speech and writing. Our findings corroborate expert ratings in eWAVE and show that the reported currency of all features is higher in Scottish Standard English, albeit to varying degrees. Our study draws attention to the complementary potential of questionnaire data in World Englishes research.&lt;/p&gt;
DOI: 10.82384/neccton-027
title: Mediterranean Sea Pollutants and Stressors
DOI: 10.15129/2a93dde8-f088-4762-ba34-c8215498b697
title: Data for: "Getting users to click: a content analysis of phishers’ tactics and techniques in mobile instant messaging phishing"

description: The dataset consists of images of mobile instant messaging phishing messages used in the paper "Getting users to click: a content analysis of phishers’ tactics and techniques in mobile instant messaging phishing". The data was collected using the Google search engine. The methodology relied on the use of Google Image search to search and collect images of MIM phishing messages posted on different websites by individuals and organisations. The target images were those of MIM phishing targeting the users of Telegram, WhatsApp, and Viber. The images are presented in a Microsoft Excel (.xlsx) file.
DOI: 10.5281/zenodo.18485426
title: EXTREMA: SCP-Optimized Low-Thrust Interplanetary Trajectories

description: The present work, framed within the ERC-funded project EXTREMA (Engineering Extremely Rare Events in Astrodynamics for Deep-Space Mission in Autonomy) [1], provides a comprehensive collection of optimal low-thrust interplanetary trajectories. The dataset is designed to support research in trajectory design, algorithm validation, machine learning, and autonomous guidance. Each scenario within the dataset contains optimal solutions for transfers from Earth to Mars, Venus, and several asteroids. The scenarios are drawn from the dataset published in EXTREMA: Random autonomous interplanetary mission scenarios for EXTREMA Simulation Hub (ESH) hardware-in-the-loop simulations.

 

The solutions are calculated using an optimization tool based on Sequential Convex Programming (SCP), developed for the autonomous guidance and control Pillar 2 (the algorithm [5] is a C++ modified version of the work presented in [2]).The dataset is provided in a structured JSON format. For every trajectory scenario, the data includes:





Mission Parameters: Initial ephemeris times, target identifiers, spacecraft mass, maximum thrust, and specific impulse.




SCP Solution: The raw output from the SCP algorithm, providing the state (position, velocity, mass) and control (thrust vectors) across optimized nodes.




Thrust-Regularized (TR) Solution: A post-processed, flyable trajectory where thrust arcs are parameterized by third-order polynomials for direction angles.




Propagated Verification: Numerical propagation of the regularized solution to verify boundary condition errors and mass fuel consumption accuracy.



Simulation settings:





Dynamics: Two-body heliocentric dynamics.




Reference Frame: Equatorial J2000, Solar System Barycenter (SSB) origin.




Integration: 8th-order Runge-Kutta method with non-dimensional time-stepping.




Solvers: ECOS [3] for the SCP solution, SNOPT [4] for the TR solution.


Departure states are time-shifted to avoid n-body integration singularities at Earth's center. The initial state is defined at et_0 + Δt, with Δt = +2 days (Mars) or -2 days (Venus/Asteroids).

The detailed description of the solution structure is provided in README.md

For additional information about the EXTREMA project visit the page extrema.polimi.it.
DOI: 10.5281/zenodo.18485427
title: EXTREMA: SCP-Optimized Low-Thrust Interplanetary Trajectories

description: The present work, framed within the ERC-funded project EXTREMA (Engineering Extremely Rare Events in Astrodynamics for Deep-Space Mission in Autonomy) [1], provides a comprehensive collection of optimal low-thrust interplanetary trajectories. The dataset is designed to support research in trajectory design, algorithm validation, machine learning, and autonomous guidance. Each scenario within the dataset contains optimal solutions for transfers from Earth to Mars, Venus, and several asteroids. The scenarios are drawn from the dataset published in EXTREMA: Random autonomous interplanetary mission scenarios for EXTREMA Simulation Hub (ESH) hardware-in-the-loop simulations.

 

The solutions are calculated using an optimization tool based on Sequential Convex Programming (SCP), developed for the autonomous guidance and control Pillar 2 (the algorithm [5] is a C++ modified version of the work presented in [2]).The dataset is provided in a structured JSON format. For every trajectory scenario, the data includes:





Mission Parameters: Initial ephemeris times, target identifiers, spacecraft mass, maximum thrust, and specific impulse.




SCP Solution: The raw output from the SCP algorithm, providing the state (position, velocity, mass) and control (thrust vectors) across optimized nodes.




Thrust-Regularized (TR) Solution: A post-processed, flyable trajectory where thrust arcs are parameterized by third-order polynomials for direction angles.




Propagated Verification: Numerical propagation of the regularized solution to verify boundary condition errors and mass fuel consumption accuracy.



Simulation settings:





Dynamics: Two-body heliocentric dynamics.




Reference Frame: Equatorial J2000, Solar System Barycenter (SSB) origin.




Integration: 8th-order Runge-Kutta method with non-dimensional time-stepping.




Solvers: ECOS [3] for the SCP solution, SNOPT [4] for the TR solution.


Departure states are time-shifted to avoid n-body integration singularities at Earth's center. The initial state is defined at et_0 + Δt, with Δt = +2 days (Mars) or -2 days (Venus/Asteroids).

The detailed description of the solution structure is provided in README.md

For additional information about the EXTREMA project visit the page extrema.polimi.it.
DOI: 10.34740/kaggle/dsv/14740091
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.5281/zenodo.18483077
title: Position of the Romanian Black Sea coastline_November 2025

description: Position of the shoreline of the Romanian Black Sea coast_November 2025 (LSV measured with GNSS Trimble R4/R560/R12i
DOI: 10.5281/zenodo.18484403
title: Estudio de percepción sobre el cambio climático de los residentes en Canarias

description: La Universidad de Las Palmas de Gran Canaria (España) está llevando a cabo un estudio para conocer la percepción que tienen los ciudadanos de Canarias sobre el cambio climático. Su participación será anónima, y sus opiniones tratadas con total confidencialidad. En los informes y publicaciones finales del estudio sólo se incorporarán los datos del conjunto de encuestados, no los individuales.  Este estudio está financiado por la Comisión Europea a través del programa Interreg-MAC y el proyecto MAC-CLIMA coordinado por la Universidad de Las Palmas de Gran Canaria. Por favor, tómese su tiempo y lea atentamente las preguntas. Completar este cuestionario no le llevará más de 10 minutos.
DOI: 10.5281/zenodo.18484402
title: Estudio de percepción sobre el cambio climático de los residentes en Canarias

description: La Universidad de Las Palmas de Gran Canaria (España) está llevando a cabo un estudio para conocer la percepción que tienen los ciudadanos de Canarias sobre el cambio climático. Su participación será anónima, y sus opiniones tratadas con total confidencialidad. En los informes y publicaciones finales del estudio sólo se incorporarán los datos del conjunto de encuestados, no los individuales.  Este estudio está financiado por la Comisión Europea a través del programa Interreg-MAC y el proyecto MAC-CLIMA coordinado por la Universidad de Las Palmas de Gran Canaria. Por favor, tómese su tiempo y lea atentamente las preguntas. Completar este cuestionario no le llevará más de 10 minutos.
DOI: 10.5281/zenodo.18379101
title: Supplemental Table - Today's pathogen database landscape

description: Suuplemental table to the Policy Brief "Today's pathogen database landscape"
DOI: 10.5281/zenodo.18379102
title: Supplemental Table - Today's pathogen database landscape

description: Suuplemental table to the Policy Brief "Today's pathogen database landscape"
DOI: 10.5281/zenodo.18492397
title: Data gaps and outliers distort critical slowing down-based resilience indicators

description: Additional data and code for the publication:

Liu T. et al. Data gaps and outliers distort critical slowing down-based resilience indicators. Sci. Adv. (2026).
DOI: 10.5281/zenodo.18492399
title: Data gaps and outliers distort critical slowing down-based resilience indicators

description: Additional data and code for the publication:

Liu T. et al. Data gaps and outliers distort critical slowing down-based resilience indicators. Sci. Adv. (2026).
DOI: 10.11588/duerer.online.698460e4a3993
title: Knabenkopf nach links gewendet, https://d-nb.info/gnd/1192354648
DOI: 10.5281/zenodo.18483960
title: Dynamic pharmacophores unveil binding mode ensembles for classical partial agonists at the M2 receptor

description: This dataset contains the MD trajectories for the folowing project: Dynamic pharmacophores unveil binding mode ensembles for classical partial agonists at the M2 receptor.The dataset contains the trajectories of simulations of the M2 receptor in complex with the following ligands: QNB, NMS, iperoxo, acthylcholine, pilocarpine, alvameline, cevimeline, and talsaclidine, as well as simulations of apo-M2 receptor in active and inactive states.Each complex was simulated in triplicates for 1 µs each and consits of 20.000 frames each.
DOI: 10.5281/zenodo.17450208
title: Dynamic pharmacophores unveil binding mode ensembles for classical partial agonists at the M2 receptor

description: This dataset contains the MD trajectories for the folowing project: Dynamic pharmacophores unveil binding mode ensembles for classical partial agonists at the M2 receptor.The dataset contains the trajectories of simulations of the M2 receptor in complex with the following ligands: QNB, NMS, iperoxo, acthylcholine, pilocarpine, alvameline, cevimeline, and talsaclidine, as well as simulations of apo-M2 receptor in active and inactive states.Each complex was simulated in triplicates for 1 µs each and consits of 20.000 frames each.
DOI: 10.6084/m9.figshare.31264630
title: Autotaxin and lysophosphatidic acid circulating levels correlate with body mass index in obese subjects with MASLD

description: Background: Scientific evidence supports the role of the autotaxin- lysophosphatidic acid (ATX-LPA) pathway in obesity and liver damage. The present study aim is to investigate variations in serum ATX and LPA levels across different BMI categories in a subcohort of subjects with MASLD. Methods: The study sample comprises 199 patients with liver steatosis from the most recent follow-up of the MICOL study, a prospective cohort study established in 1985, based on a random sample of the population of Castellana Grotte. Results: In adjusted model, a positive association of BMI with ATX was observed when modeled as both a continuous (β=0.018, p&lt;0.001, 0.012 to 0.024 95% C.I.) and categorical variable β=0.170, p&lt;0.001, 0.111 to 0.228 95% C.I). Conversely, a negative association was observed for LPA alone (β= -0.083, p=0.020, -0.152 to -0.013 95% C.I.) and for the BMI and LPA interaction term (β= -0.109, p=0.002, -0.176 to -0.042 95% C.I.). Conclusions: A positive association between ATX levels and BMI was found, whereas LPA levels tended to decrease with increasing BMI. Within the obese subgroup, ATX concentrations were notably higher in female compared to male participants. These findings suggest that elevated ATX in MASLD may reflect obesity-related metabolic and inflammatory alterations rather than adiposity alone, possibly involving altered LPA feedback and metabolism
DOI: 10.6084/m9.figshare.31264630.v1
title: Autotaxin and lysophosphatidic acid circulating levels correlate with body mass index in obese subjects with MASLD

description: Background: Scientific evidence supports the role of the autotaxin- lysophosphatidic acid (ATX-LPA) pathway in obesity and liver damage. The present study aim is to investigate variations in serum ATX and LPA levels across different BMI categories in a subcohort of subjects with MASLD. Methods: The study sample comprises 199 patients with liver steatosis from the most recent follow-up of the MICOL study, a prospective cohort study established in 1985, based on a random sample of the population of Castellana Grotte. Results: In adjusted model, a positive association of BMI with ATX was observed when modeled as both a continuous (β=0.018, p&lt;0.001, 0.012 to 0.024 95% C.I.) and categorical variable β=0.170, p&lt;0.001, 0.111 to 0.228 95% C.I). Conversely, a negative association was observed for LPA alone (β= -0.083, p=0.020, -0.152 to -0.013 95% C.I.) and for the BMI and LPA interaction term (β= -0.109, p=0.002, -0.176 to -0.042 95% C.I.). Conclusions: A positive association between ATX levels and BMI was found, whereas LPA levels tended to decrease with increasing BMI. Within the obese subgroup, ATX concentrations were notably higher in female compared to male participants. These findings suggest that elevated ATX in MASLD may reflect obesity-related metabolic and inflammatory alterations rather than adiposity alone, possibly involving altered LPA feedback and metabolism
DOI: 10.5281/zenodo.18492636
title: testrrrrr

description: ghfhg
DOI: 10.5281/zenodo.18492637
title: testrrrrr

description: ghfhg
DOI: 10.57745/f3qjzz
title: ClasSFood_20231023_v01.tab

description: UTF-8 encoded file
DOI: 10.57745/amzrsh
title: ClasSFood_wide_form_20231023_v01.pdf

description: ClasSFood in wide form, to visualize the hierarchical relationship between categories
DOI: 10.57745/uyrpm6
title: ClasSFood_data_dictionary.tab

description: :unav
DOI: 10.57745/czu2zo
title: readme.txt

description: :unav
DOI: 10.57745/7jw4xc
title: ClasSFood_20250814_v02.tab

description: UTF-8 encoded file
DOI: 10.57745/geq8ku
title: readme.txt

description: :unav
DOI: 10.57745/rxqpn6
title: ClasSFood_wide_form_20250814_v02.pdf

description: ClasSFood in wide form, to visualize the hierarchical relationship between categories
DOI: 10.57745/trl1xh
title: ClasSFood, a food classification for sustainability studies

description: ClasSFood is a food nomenclature built as part of the INNOV project 2018-2020 (under the INRAE DID’IT metaprogramme). It is based on the French food supply and consumption. It has been adapted from an already existing nomenclature: the product nomenclature in 6 levels used in the survey "Enquête Budget des familles (BDF) - 2005-2006", carried out by INSEE. Food categories are designed according to their nutritional, environmental and processing characteristics. Thus, this classification is suitable to perform relevant analysis dealing with food sustainability while taking into account the consumption patterns of the French population (that is substitutability between food products). As a hierarchical scheme, foodstuffs are described at different levels of detail allowing for analysis of the whole diet at an aggregated level or analysis of some very specific categories described in great detail.
DOI: 10.15468/dl.qjzrfu
title: Occurrence Download

description: A dataset containing 1450537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU, EX, EW, NT, LC)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2016-2026"
 ]
}

 The dataset includes 1450537 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013466-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzdnkz
title: Occurrence Download

description: A dataset containing 125160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Numenius madagascariensis"
 ]
}

 The dataset includes 125160 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013412-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.