cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17780463
title: Supplementary material from: Puget Gil J, Coquery E, Samuel J, Gesquière G (2025) QuaQue: Design and SQL implementation of condensed algebra for concurrent versioning of knowledge graphs

description: This dataset contains the results of a benchmarking experiment comparing the performance of ConVer-G (a versioned quad store approach based on PostgreSQL) against Apache Jena TDB2. The experiment evaluates query execution times and storage sizes using the BEAR-B dataset with a Time-Based (TB) policy and daily granularity.

Methodology- Dataset: BEAR-B (Benchmark of RDF Archives - B).- Tools Compared:    - conver-g: ConVer-G implementation (PostgreSQL based).    - conver-g-flat: A flattened version of ConVer-G (PostgreSQL based).    - jena-tdb-2: Apache Jena TDB2.- Metrics:    - Query Execution Time (ms): Measured for various query types (join, p, po).    - Storage Size (bytes): Disk space consumed by the data.- Statistical Analysis:    - Shapiro-Wilk Test: Used to check the normality of the response time distributions.    - Mann-Whitney U Test: Used to determine if there are statistically significant differences in performance between the tools.
DOI: 10.7910/dvn/jtgmps
title: The Impact of Equity Incentives on Innovation Investment Efficiency in Chinese Listed Companies—A Perspective of Agency Costs

description: This study selects listed companies on the Shanghai and Shenzhen A-share markets that implemented equity incentive plans during the period 2015–2023 as the base research sample. The following criteria were applied during data processing, (1) Financial firms were excluded due to their unique financial characteristics; (2) Observations with missing key variables were removed; (3) To avoid the influence of abnormal financial conditions on the results, ST and *ST firms were excluded; (4) Firms without innovation and R&D activities were deleted; (5) All continuous variables were winsorized at the 1% level on both tails to mitigate the impact of extreme values on statistical inference. After these procedures, 3,693 observations were obtained. The raw data for this study come from the CSMAR database, the Wind Financial Database, and the China Research Data Service Platform (CNRDS). Stata 17 was used for data processing and regression model estimation.
DOI: 10.15468/dl.m2tfmv
title: Occurrence Download

description: A dataset containing 57662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delphinus delphis",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation",
 "DecimalLatitude is greater than or equal to 23.663556",
 "DecimalLatitude is less than or equal to 49.847327",
 "DecimalLongitude is greater than or equal to -32.92535",
 "DecimalLongitude is less than or equal to -0.096382",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 57662 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020744-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17780660
title: Road Monitoring Route #14

description: Road monitoring data from Camber project - Route #14
Uploaded: 2025-12-01 16:34:48 UTC
DOI: 10.5281/zenodo.17780659
title: Road Monitoring Route #14

description: Road monitoring data from Camber project - Route #14
Uploaded: 2025-12-01 16:34:48 UTC
DOI: 10.17026/ar/qq5p4z
title: PAN-00170401 - simple ceramic gaming piece

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00170401&lt;/p&gt;
description: Modified: 2025-04-26T11:49:11+02:00
DOI: 10.15468/dl.5wwghr
title: Occurrence Download

description: A dataset containing 4113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation, Material sample)",
 "Geometry POLYGON((-173.56144 27.8737,-47.16596 27.8737,-47.16596 72.27928,-173.56144 72.27928,-173.56144 27.8737))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Picea glauca",
 "Year 1960-2025"
 ]
}

 The dataset includes 4113 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020787-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/bsdpcf
title: Replication Data for: "Judging the blame game: how do citizens react to blame shifting in public service delivery?"

description: Materials to replicate results from the figures and tables in the main paper and supplementary information for "Judging the Blame Game: How Do Citizens React to Blame Shifting in Public Service Delivery?"
DOI: 10.60520/ieda/114252
title: The olivine geochemical, oxygen isotopic and whole-rock major element, PGE, Os isotopic compositions of kalsilite-bearing the West Qinling olivine nephelinites.

description: The dataset provides in-situ olivine geochemistry, oxygen isotopes and whole-rock major element contents, PGE concentrations, Os isotopes of nephelinites in the West Qinling Orogen. The West Qinling orogenic belt is from Central China. This study focuses on the Cenozoic alkaline volcanic rocks from West Qinling, Central China, to characterize the mantle source and potential metasomatizing agent(s).
DOI: 10.7910/dvn/ukbehz
title: Prime numbers that are simultaneously strobogrammatic primes and happy primes (sequence)

description: The following dataset is a sequence of prime numbers that are simultaneously strobogrammatic primes and happy primes. I raise the question of whether there are infinitely many such primes.
DOI: 10.3535/qvs-8eq-233
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.28nbgv
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Thaumasia"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020788-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/x8stdn
title: Replication Data for: Engagement as the Bridge: Examining How Quality, Self-Efficacy, and System Design Shape Learning Effectiveness in Open and Distance Learning

description: In an era of expanding digital and distance education, identifying the factors that enhance e-learning effectiveness has become increasingly important. The purpose of this study was to examine how information quality, system quality, service quality, and self-efficacy influence learning effectiveness among open and distance learners (ODLs), and to assess the mediating role of student engagement in these relationships. Using a correlational research design, data were collected from 1,137 ODL learners selected through simple random sampling. Partial Least Squares Structural Equation Modeling (PLS-SEM) and PLS-CFA were employed to validate the measurement model and test the hypotheses. The findings revealed that information quality, system quality, and self-efficacy significantly influenced both student engagement and learning effectiveness, while service quality showed no significant direct effect. Student engagement was found to partially mediate the relationships of information quality, system quality, and self-efficacy with learning effectiveness. These results highlight the central role of engagement in enhancing e-learning outcomes in ODL environments.
DOI: 10.15468/dl.zayrfk
title: Occurrence Download

description: A dataset containing 22060 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stipa capillata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22060 records from 301 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020789-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2sa6bp
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "TaxonKey is Mentha longifolia kermamensis"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020790-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17780512
title: ESRM Report of Commercial Bank and Nepal Infrasturcture Bank of Nepal
DOI: 10.5281/zenodo.17780511
title: ESRM Report of Commercial Bank and Nepal Infrasturcture Bank of Nepal
DOI: 10.6073/pasta/3dade57c40453c5db89aa84c0cdd70b2
title: Chamber level gas fluxes and soil biogeochemical properties from a tidal salt marsh and an impounded brackish wetland in South Carolina, USA

description: Archived data from a research project assessing the role of plants in driving methane fluxes from coastal wetland systems. Data collection occurred at the inland edge of a salt marsh and a diked, brackish impounded wetland in Georgetown County, South Carolina during 2022 and 2023. The first archived data table includes soil biogeochemical properties for all soil samples (0-10 cm and 10-50 cm mineral soil depth) collected approximately monthly from our two study sites. Specific biogeochemical properties include copy numbers of the mCRA gene, soil C and N concentrations, soil C:N ratios, soil moisture, pH, conductivity, organic matter content and alive and dead root biomass. The second archived data table includes methane and carbon dioxide fluxes from root-and-shoot, root-only and plant-free chambers measured approximately monthly at our two study sites. Metadata associated with flux measurements are also included: leaf area, dead stems, oxidation reduction potential at four depths, atmospheric pressure, incoming solar radiation, relative humidity, chamber temperature, windspeed, water salinity, water temperature and water column depth.
DOI: 10.15468/dl.jnh7e5
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagenorhynchus acutus",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation",
 "DecimalLatitude is greater than or equal to 23.663556",
 "DecimalLatitude is less than or equal to 49.847327",
 "DecimalLongitude is greater than or equal to -32.92535",
 "DecimalLongitude is less than or equal to -0.096382",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 105 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020791-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qsh62
title: Occurrence Download

description: A dataset containing 255254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus suber",
 "Year 1000-2025"
 ]
}

 The dataset includes 255254 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020747-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-5343
title: Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling

description: &lt;p&gt;
 This data set contains the source code to reproduce the simulation and data-driven models for the publication
 &lt;em&gt;Augmenting a pure and hybrid vertical me via data-driven surrogate modelling&lt;/em&gt;, that has been submitted to the
 &lt;em&gt;Transport in Porous Media&lt;/em&gt; journal.
&lt;/p&gt;

&lt;h3&gt;Files&lt;/h3&gt;

&lt;ul&gt;
 &lt;li&gt;
 &lt;code&gt;README.md&lt;/code&gt;: Instructions on installing all necessary modules using git or Docker.
 &lt;/li&gt;
 &lt;li&gt;
 &lt;code&gt;install_buntic2025a.py&lt;/code&gt;: Python script for installing all necessary DuMux and DUNE modules from git.
 &lt;/li&gt;
 &lt;li&gt;
 &lt;code&gt;buntic2025a_docker.tar.xz&lt;/code&gt;: Compressed folder containing all files for creating a Docker image and running a Docker container.
 &lt;/li&gt;
&lt;/ul&gt;
description: Updated code basis to newest state.
DOI: 10.7910/dvn/sh2dsa
title: Dense instances for RCPSP with time-of-use tariffs and machine states

description: Contains the instances of dense density used for assessing the LBBD, ILP, and CP approaches.
DOI: 10.5281/zenodo.17780658
title: Dataset-level Metadata for AnnotatedBCGEData

description: File containing dataset-level metadata from GEO for the datasets included in AnnotatedBCGEData.
DOI: 10.17026/ar/nhsqf9
title: PAN-00173745 - composite hollow button with vent holes, separate shank

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173745&lt;/p&gt;
description: Modified: 2025-05-01T14:39:15+02:00
DOI: 10.15468/dl.cjqh7d
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amorpha fruticosa",
 "Year 1970-2023"
 ]
}

 The dataset includes 275 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020792-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17780571
title: SNDZoo dataset used for VNF workload forecasting

description: This dataset was presented in the following paper submitted (under revision) to the SAYGreeN 2026 workshop, co-located with IEEE PerCom 2026 conference: C. Puliafito, A. Virdis, C. Vallati, N. Tonellotto, M. Galante, G. Anastasi, E. Mingozzi, M. Cucurachi, and L. Martorana, "Using Foundation Models to Forecast the Workload of Edge Network Functions for Green Computing".

This is the dataset generated through the SNDZoo tng-bench framework (https://github.com/sonata-nfv/tng-sdk-benchmark) and used for evaluating performance of Lag-Llama and TimesFM time-series foundation models toward forecasting of VNF workload in cloud-edge environments.

The dataset comprises data about three distinct VNFs:- Nginx (WEB)- Mosquitto (IOT)- Snort (SEC)and four different metrics:- CPU- memory- received data- transmitted data

To replicate the experiments carried out to generate this dataset, please follow the tutorial at https://github.com/sonata-nfv/tng-sdk-benchmark/wiki/Setup-execution-platform-(vim-emu).

This repository contains two directories:- RAW_SNDZoo_Experiments, which includes the dataset raw data, prior to interpolation and normalization- DatasetSNDZoo, which includes the final preprocessed data, which are then given as input to Lag-Llama and TimesFM models

Each of the two directories contains a README file further detailing each of them.
DOI: 10.5281/zenodo.17780572
title: SNDZoo dataset used for VNF workload forecasting

description: This dataset was presented in the following paper submitted (under revision) to the SAYGreeN 2026 workshop, co-located with IEEE PerCom 2026 conference: C. Puliafito, A. Virdis, C. Vallati, N. Tonellotto, M. Galante, G. Anastasi, E. Mingozzi, M. Cucurachi, and L. Martorana, "Using Foundation Models to Forecast the Workload of Edge Network Functions for Green Computing".

This is the dataset generated through the SNDZoo tng-bench framework (https://github.com/sonata-nfv/tng-sdk-benchmark) and used for evaluating performance of Lag-Llama and TimesFM time-series foundation models toward forecasting of VNF workload in cloud-edge environments.

The dataset comprises data about three distinct VNFs:- Nginx (WEB)- Mosquitto (IOT)- Snort (SEC)and four different metrics:- CPU- memory- received data- transmitted data

To replicate the experiments carried out to generate this dataset, please follow the tutorial at https://github.com/sonata-nfv/tng-sdk-benchmark/wiki/Setup-execution-platform-(vim-emu).

This repository contains two directories:- RAW_SNDZoo_Experiments, which includes the dataset raw data, prior to interpolation and normalization- DatasetSNDZoo, which includes the final preprocessed data, which are then given as input to Lag-Llama and TimesFM models

Each of the two directories contains a README file further detailing each of them.
DOI: 10.15468/dl.mdszpa
title: Occurrence Download

description: A dataset containing 1846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stipagrostis ciliata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1846 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020793-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcepnt
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagenorhynchus albirostris",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation",
 "DecimalLatitude is greater than or equal to 23.663556",
 "DecimalLatitude is less than or equal to 49.847327",
 "DecimalLongitude is greater than or equal to -32.92535",
 "DecimalLongitude is less than or equal to -0.096382",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 25 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020794-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/2bk7ib
title: PAN-00092192 - closed finger ring with D-shaped cross-section

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00092192&lt;/p&gt;
description: Modified: 2025-04-30T16:15:06+02:00
DOI: 10.15468/dl.2j9uap
title: Occurrence Download

description: A dataset containing 2 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, familyKey, family, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate, null)) AS minTemporalUncertainty FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND countrycode = 'BE' AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND familyKey IS NOT NULL AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND (LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) OR identificationVerificationStatus IS NULL)AND familyKey IN (5666)AND COALESCE(coordinateUncertaintyInMeters, 1000) &lt;= 10000GROUP BY "year", eeaCellCode, classKey, class, familyKey, family ORDER BY "year" DESC, eeaCellCode ASC, familyKey ASC;

 The dataset's 2 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020764-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3grqh
title: Occurrence Download

description: A dataset containing 1717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is Observation.org, Nature data from around the World",
 "OccurrenceStatus is Present",
 "TaxonKey is Rupicapra pyrenaica",
 "Year 2010-2025"
 ]
}

 The dataset includes 1717 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020796-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xspsra
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-118.03667 14.52189,-86.08928 14.52189,-86.08928 33.01506,-118.03667 33.01506,-118.03667 14.52189))",
 "HasCoordinate is true",
 "TaxonKey is Abies flinckii"
 ]
}

 The dataset includes 310 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020797-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmzvfg
title: Occurrence Download

description: A dataset containing 516672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Archilochus colubris",
 "HasCoordinate is True",
 "Year is 2024"
 ]
}

 The dataset includes 516672 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020754-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00011988
title: A Randomized, Open-label, Phase 3 Study of the Combination of Ibrutinib Plus Venetoclax Versus Chlorambucil Plus Obinutuzumab for the First-line Treatment of Subjects With Chronic Lymphocytic Leukemia (CLL)/Small Lymphocytic Lymphoma (SLL).

description: The purpose of this study is to assess progression-free survival (PFS) from treatment with ibrutinib plus venetoclax (I+VEN) compared with obinutuzumab plus chlorambucil (G-Clb) as assessed by an Independent Review Committee (IRC).
DOI: 10.15468/dl.hcx9jt
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-118.03667 14.52189,-86.08928 14.52189,-86.08928 33.01506,-118.03667 33.01506,-118.03667 14.52189))",
 "HasCoordinate is true",
 "TaxonKey is Abies flinckii"
 ]
}

 The dataset includes 310 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020798-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhs9rg
title: Occurrence Download

description: A dataset containing 611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stipa comata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 611 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020799-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.