cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ynbnj2
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitex negundo",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000773-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6s3s2h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitex negundo",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000771-250827131500795/datasets/export for details.
DOI: 10.6084/m9.figshare.29997016
title: Supplementary Material – COREQ Checklist (Gender Equity Study)

description: This document corresponds to the COREQ (Consolidated Criteria for Reporting Qualitative Research) checklist applied to the study entitled “Gender Equity in Scientific Production in Peru and Colombia: Reality or Utopia in Public Universities?” The checklist details the methodological criteria used in the design, collection, and reporting of qualitative data, ensuring transparency and rigor in the presentation of the study results.
DOI: 10.6084/m9.figshare.29997016.v1
title: Supplementary Material – COREQ Checklist (Gender Equity Study)

description: This document corresponds to the COREQ (Consolidated Criteria for Reporting Qualitative Research) checklist applied to the study entitled “Gender Equity in Scientific Production in Peru and Colombia: Reality or Utopia in Public Universities?” The checklist details the methodological criteria used in the design, collection, and reporting of qualitative data, ensuring transparency and rigor in the presentation of the study results.
DOI: 10.15468/dl.s5rxj6
title: Occurrence Download

description: A dataset listing the 313 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is one of (Florida, Georgia, North Carolina)",
 "TaxonKey is Charophyta"
 ]
}

 The dataset's 313 records were derived from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000749-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmq3tm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitex negundo",
 "Country is Iraq",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000772-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.16968321
title: СОЦИАЛЬНО-ПЕДАГОГИЧЕСКИЕ МЕТОДЫ ФОРМИРОВАНИЯ ИДЕОЛОГИЧЕСКОГО ИММУНИТЕТА У МОЛОДЁЖИ ПЕРЕД ПРИЗЫВОМ НА ВОЕННУЮ СЛУЖБУ

description: В статье на научной основе анализируются социально-педагогические подходы к формированию идеологического иммунитета у молодежи допризывного возраста. Рассматриваются методы, позволяющие молодым людям критически осмысливать различные идеологические влияния, сортировать информацию, формировать независимую позицию в идеологических взглядах. Также будет проанализирована эффективность образовательной работы, проводимой в средних школах, микрорайонах и семьях. Исследование проводилось на основе модели  IMRAD и опиралось на теоретический анализ и практические наблюдения. В заключение подчеркивается, что особое значение в формировании идеологического иммунитета у молодежи имеет сотрудничество социальных институтов и системы образования.
DOI: 10.5281/zenodo.16968322
title: СОЦИАЛЬНО-ПЕДАГОГИЧЕСКИЕ МЕТОДЫ ФОРМИРОВАНИЯ ИДЕОЛОГИЧЕСКОГО ИММУНИТЕТА У МОЛОДЁЖИ ПЕРЕД ПРИЗЫВОМ НА ВОЕННУЮ СЛУЖБУ

description: В статье на научной основе анализируются социально-педагогические подходы к формированию идеологического иммунитета у молодежи допризывного возраста. Рассматриваются методы, позволяющие молодым людям критически осмысливать различные идеологические влияния, сортировать информацию, формировать независимую позицию в идеологических взглядах. Также будет проанализирована эффективность образовательной работы, проводимой в средних школах, микрорайонах и семьях. Исследование проводилось на основе модели  IMRAD и опиралось на теоретический анализ и практические наблюдения. В заключение подчеркивается, что особое значение в формировании идеологического иммунитета у молодежи имеет сотрудничество социальных институтов и системы образования.
DOI: 10.6084/m9.figshare.29931314
title: S1Fig (supplemental figure) from Small theropod dominated dinosaur footprint assemblages in the Middle Jurassic Valtos Sandstone and Kilmaluag Formations on the Isle of Skye, Scotland

description: S1 Fig. Digital representations of SM.1976.2010.001. From Right to left – (A) Textured orthomosaic, (B) outline, and (C) DEM. SM.1976.2010.001 is the largest known track from Lùb Score. Despite its incompleteness, the track most resembles HBR_B1.1 based on its broad digits, round phalangeal pads, absent hallux, and parallel-sided digit margins (when visible).
DOI: 10.6084/m9.figshare.29931314.v1
title: S1Fig (supplemental figure) from Small theropod dominated dinosaur footprint assemblages in the Middle Jurassic Valtos Sandstone and Kilmaluag Formations on the Isle of Skye, Scotland

description: S1 Fig. Digital representations of SM.1976.2010.001. From Right to left – (A) Textured orthomosaic, (B) outline, and (C) DEM. SM.1976.2010.001 is the largest known track from Lùb Score. Despite its incompleteness, the track most resembles HBR_B1.1 based on its broad digits, round phalangeal pads, absent hallux, and parallel-sided digit margins (when visible).
DOI: 10.15468/dl.tugsyw
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smilisca dentata"
 ]
}

 The dataset includes 240 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000774-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/qroi9a
title: Data Management and Sharing Plan for: Human antibody modification of enterovirus D68 infection

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.5281/zenodo.16967620
title: NeoModeling Framework: Leveraging Graph-Based Persistence for Large-Scale Model-Driven Engineering (replication package)

description: This is the replication package for the paper "NeoModeling Framework: Leveraging Graph-Based Persistence for Large-Scale Model-Driven Engineering" where we present Neo Modeling Framework (NMF), an open-source set of tools primarily designed to manipulate ultra-large datasets in the Neo4j database.  

Repository structure



NeoModelingFramework.zip - contains the replication package, including the source code for NMF, test files to run the evaluation, used artifacts, and instructions to run the framework. The most import folders are listed below:



codeGenerator - NMF generator module

modelLoader - NMF loader module

modelEditor - NMF editor module

Evaluation - contains the evaluation artifacts and results (a copy



models - Ecore files used for RQ1

results - CSV files with the results from RQ1 and RQ2

analysis - Jupyter notebooks used to analyze and plot the results






Running NMF

The best way to run NMF is following the instructions at our GitHub repository. A copy of the Readme file is also present inside the zip file available here.

 

Empirical Evaluation

Make sure that you follow the instructions to run NMF.

The quantitative evaluation can be re-run by running RQ1Eval.kt inside modelLoader/src/test/kotlin/evaluation and RQ2Eval.kt inside modelEditor/src/test/kotlin/evaluation.

Make sure that you have an empty instance of Neo4j running.

Results will be generated as CSV files, under Evaluation/results and the results can be plotted by running the Jupyter Notebooks at Evaluation/analysis.

Please note that due to differences in hardware, re-running the experiments will probably generate slightly different results than those reported in the paper.
DOI: 10.15468/dl.mz67g8
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zosterops erythropleurus",
 "Country is Chinese Taipei",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000776-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gmrmr
title: Occurrence Download

description: A dataset containing 3175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of California Santa Barbara Invertebrate Zoology Collection",
 "TaxonKey is Lasioglossum"
 ]
}

 The dataset includes 3175 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000778-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vwwh3
title: Occurrence Download

description: A dataset containing 63039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Dianthus superbus"
 ]
}

 The dataset includes 63039 records from 461 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000677-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tykv9p
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pomacea quercina"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000780-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyd4pr
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica cretica laconica"
 ]
}

 The dataset includes 52 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000781-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.273x8n
title: Occurrence Download

description: A dataset containing 42378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Atriplex littoralis"
 ]
}

 The dataset includes 42378 records from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000775-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mx9c4p
title: Occurrence Download

description: A dataset containing 1103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla anguilla",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 1103 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000640-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3udz2
title: Occurrence Download

description: A dataset containing 1769123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinus, Pinus merkusii, Pinus mugo, Pinus muricata, Pinus nigra, Pinus oocarpa, Pinus patula, Pinus pinaster, Pinus pinea, Pinus ponderosa, Pinus radiata, Pinus roxburghii, Pinus strobus, Pinus sylvestris, Pinus taeda, Pinus thunbergii, Pinus uncinata, Piper aduncum, Piper auritum, Piper sarmentosum)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 1769123 records from 2598 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000742-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwbbv7
title: Occurrence Download

description: A dataset containing 462 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Furcraea hexapetala"
 ]
}

 The dataset includes 462 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003742-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30001525
title: An Optimization Scheduling Model of Multi-Energy Virtual Power Plants Considering Uncertainty Constraints and Multi-Energy Coupling Characteristics

description: An Optimization Scheduling Model of Multi-Energy Virtual Power Plants Considering Uncertainty Constraints and Multi-Energy Coupling Characteristics
DOI: 10.6084/m9.figshare.30001525.v1
title: An Optimization Scheduling Model of Multi-Energy Virtual Power Plants Considering Uncertainty Constraints and Multi-Energy Coupling Characteristics

description: An Optimization Scheduling Model of Multi-Energy Virtual Power Plants Considering Uncertainty Constraints and Multi-Energy Coupling Characteristics
DOI: 10.15468/dl.gxsp2d
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carex tsushimensis"
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003743-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfk9hp
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larix decidua",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 135 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003745-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwx2hf
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larix decidua",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 203 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003746-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yd7jg
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larix decidua",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 148 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003747-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.que27w
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Moenkhausia costae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 82 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003748-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skwkeh
title: Occurrence Download

description: A dataset containing 8955 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asparagopsis taxiformis"
 ]
}

 The dataset includes 8955 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003749-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48328/tudatalib-1918
title: On the spectral shape of the structural relaxation in supercooled liquids

description: Daten aus dielektrischer Spektroskopie und depolarisierter dynamischer Lichtstreuung, die in J. Chem. Phys. 162, 120902 (2025) publiziert wurden.
DOI: 10.21227/epnp-0f27
title: "Tendon-Driven Continuum robot (RoboArm) Shape Estimation Dataset "

description: "This dataset captures the behavior of a tendon-driven continuum robot (RoboArm) for shape estimation and force-aware control. It pairs synchronized dual-view imagery from two orthogonal, calibrated USB cameras (X\u2013Z and Y\u2013Z views) with tendon-tension readings from six inline force sensors, collected in both free-motion (no interaction) and force-interaction conditions. Force-interaction data include: static loading via four distinct end-effector masses (11.79, 15.37, 19.78, 24.49 g). The setup uses phosphorescent disk markers against a dark background to enable robust low-light detection of 18 disk guides along a flexible backbone driven by Dynamixel AX-12 actuators.Intended uses span: benchmarking vision-based or sensor-fusion shape estimation, training physics-informed\/data-driven models, validating inverse kinematics\/servoing, and studying controller behavior under external loads."
DOI: 10.15468/dl.5kw97m
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mytilaria laosensis"
 ]
}

 The dataset includes 177 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003751-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkhsjq
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Squalius orpheus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 32 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003752-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aj47fn
title: Occurrence Download

description: A dataset containing 5299 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Typha minima"
 ]
}

 The dataset includes 5299 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003753-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/0apqmb
title: Andijk, Cornelis Kuinweg 29
title: Een Inventariserend Veldonderzoek in de vorm van proefsleuven

description: In opdracht van het tulpenbollenbedrijf Boon & Breg heeft ADC ArcheoProjecten op maandag 14 april 2025 een inventariserend veldonderzoek in de vorm van proefsleuven uitgevoerd in het plangebied Cornelis Kuinweg 29 in Andijk. Uit het vooronderzoek bleek dat in het plangebied een hoge verwachting geldt voor vindplaatsen uit de bronstijd. Het doel van dit veldonderzoek was het
toetsen van deze verwachting. Tijdens het veldonderzoek zijn in totaal vijf grondsporen aangetroffen. Vier hiervan worden geïnterpreteerd als sloten uit de Nieuwe Tijd. Eén van de grondsporen was een mogelijke onderkant van een bronstijdgreppel. De bodemprofielen wezen uit dat de bodem in het hele
plangebied was afgetopt (ACprofiel). Ook waren diverse delen van het plangebied tot grote diepte verstoord. Binnen het plangebied is geen behoudenswaardige vindplaats aangetroffen. ADC ArcheoProjecten adviseert het plangebied vrij te geven voor verdere ontwikkelen.
description: ADC Rapport
DOI: 10.15468/dl.ceay2g
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carex umbrosa huetiana"
 ]
}

 The dataset includes 207 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003755-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pmvy5
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larix decidua",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003756-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16978549
title: Extracting reflected S waves to reveal faults and marine sediments using autocorrelation of ambient noise recorded by distributed acoustic sensing

description: Data DescriptionThis dataset supports the figures in the article "Extracting reflected S waves to reveal faults and marine sediments using autocorrelation of ambient noise recorded by distributed acoustic sensing."

Folder Structure

Figure 2 Reflection/This folder contains the zero-offset S-wave reflection responses. The data were processed using spectral whitening (0.2 Hz width), followed by a band-pass filter (0.7-2 Hz) and spatial mean removal.

Figure 3 Data/  Figure 3a/: Data for the dispersion curve of channel 3600.  Figure 3b/: Virtual Source Gathers (VSGs) generated from noise cross-correlation functions. Channels 3700, 5000, and 6000 were used as virtual sources (corresponding to the red pentagrams in the figure). The data were band-pass filtered from 1 to 2 Hz.  Figure 3c/: Raw seismic signals recorded by the Distributed Acoustic Sensing (DAS) system.

All files are in .mat format.

UsageThe data can be used to reproduce the figures in the associated paper.