cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17062982
title: Metadata of dendrochronological dates of Roman-period river barges

description: This file contains the metadata of dendrochronological dates of Roman-period river barges found in the Netherlands. It is part of more extensive research into these ships.
DOI: 10.5281/zenodo.17062983
title: Metadata of dendrochronological dates of Roman-period river barges

description: This file contains the metadata of dendrochronological dates of Roman-period river barges found in the Netherlands. It is part of more extensive research into these ships.
DOI: 10.4121/f45864ae-5e02-41e9-8a2f-f73a2d7086d7
title: Data for paper "Nonlinear Evolution of the Unstratified Polydisperse Dust Settling Instability"

description: Data and plotting scripts used for paper "Nonlinear Evolution of the Unstratified Polydisperse Dust Settling Instability" Aly & Paardekooper 2025, Astronomy & Astrophysics.<br>The Dust Settling Instability is thought to be triggered at the early stages of disc formation, and may play a role in planet formation. Here we numerically investigate its non-linear growth rate, paying close attention to the effects of spatial resolution and whether the dust consists of one or multiple species with different sizes.<br>The paper uses numerical hydrodynamics algorithms (Idefix and Fargo3D) to simulate the Dust Settling Instability in a local shearing box. The data (snapshots and time evolution tables), along with the plotting scripts are provided here.<br>
DOI: 10.4121/f45864ae-5e02-41e9-8a2f-f73a2d7086d7.v1
title: Data for paper "Nonlinear Evolution of the Unstratified Polydisperse Dust Settling Instability"

description: Data and plotting scripts used for paper "Nonlinear Evolution of the Unstratified Polydisperse Dust Settling Instability" Aly & Paardekooper 2025, Astronomy & Astrophysics.<br>The Dust Settling Instability is thought to be triggered at the early stages of disc formation, and may play a role in planet formation. Here we numerically investigate its non-linear growth rate, paying close attention to the effects of spatial resolution and whether the dust consists of one or multiple species with different sizes.<br>The paper uses numerical hydrodynamics algorithms (Idefix and Fargo3D) to simulate the Dust Settling Instability in a local shearing box. The data (snapshots and time evolution tables), along with the plotting scripts are provided here.<br>
DOI: 10.4121/00f7fa45-899e-4573-ae23-234f6c5193d0
title: WAM2layers preprocessed data from 01-01-1941 until 31-10-2014

description: This is modified atmospheric reanalysis data derived from ERA5 (ECMWF) at 0.5x0.5 degree resolution and hourly time steps. <br>The data is generated by the preprocessing step of the moisture tracking model WAM2layers v3. Using this dataset gives users the possibility skip this data-intensive and time-consuming first step and immediately proceed with actual moisture tracking with WAM2layers v3 to determine moisture transport in the atmosphere. <br>Besides the actual preprocessed data, the data also contains the scripts that were used to download and process the original data.
DOI: 10.4121/00f7fa45-899e-4573-ae23-234f6c5193d0.v1
title: WAM2layers preprocessed data from 01-01-1941 until 31-10-2014

description: This is modified atmospheric reanalysis data derived from ERA5 (ECMWF) at 0.5x0.5 degree resolution and hourly time steps. <br>The data is generated by the preprocessing step of the moisture tracking model WAM2layers v3. Using this dataset gives users the possibility skip this data-intensive and time-consuming first step and immediately proceed with actual moisture tracking with WAM2layers v3 to determine moisture transport in the atmosphere. <br>Besides the actual preprocessed data, the data also contains the scripts that were used to download and process the original data.
DOI: 10.6084/m9.figshare.30073126
title: Literature List for “An Analysis of Mechanisms and Models in Cross-Border Governance”

description: Literature List for “An Analysis of Mechanisms and Models in Cross-Border Governance”
DOI: 10.6084/m9.figshare.30073126.v1
title: Literature List for “An Analysis of Mechanisms and Models in Cross-Border Governance”

description: Literature List for “An Analysis of Mechanisms and Models in Cross-Border Governance”
DOI: 10.15468/dl.wvqxre
title: Occurrence Download

description: A dataset containing 171294 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxalis corniculata"
 ]
}

 The dataset includes 171294 records from 1641 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041724-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17789955
title: Reliable Audi Car Parts Auckland – Leading Car Dismantlers Auckland & Euro Specialist

description: Kiwi Euro Parts is the prime destination in Auckland for best and reliable audi car parts Auckland, specializing in a large stock of genuine, high-quality parts with expert dismantling services. Our experienced team members provide accurate fitment and competitive prices. If you want used or new Euro car parts or require professional help by trusted car dismantlers Auckland, look no further than Kiwi Euro Parts for best solutions.
DOI: 10.5281/zenodo.17789954
title: Reliable Audi Car Parts Auckland – Leading Car Dismantlers Auckland & Euro Specialist

description: Kiwi Euro Parts is the prime destination in Auckland for best and reliable audi car parts Auckland, specializing in a large stock of genuine, high-quality parts with expert dismantling services. Our experienced team members provide accurate fitment and competitive prices. If you want used or new Euro car parts or require professional help by trusted car dismantlers Auckland, look no further than Kiwi Euro Parts for best solutions.
DOI: 10.5281/zenodo.17789829
title: Multi-Tier IoT Resource Allocation Dataset

description: This dataset captures real-time resource allocation and workload distribution across a multi-tier IoT computing architecture (Device, Edge, Fog, and Cloud). It is designed to support research in ultra-low latency service management, predictive analytics, and intelligent resource allocation for jitter-sensitive IoT applications.

The dataset includes key metrics such as CPU utilization, memory usage, network latency, jitter, task execution time, and predicted vs. actual resource allocation. Additionally, an Efficiency Score serves as the target variable, representing the effectiveness of resource allocation.

This dataset is ideal for machine learning, optimization, and performance evaluation in intelligent IoT networks.

Use Cases:Machine Learning & Predictive Analytics: Train models to optimize IoT resource allocation.

Network Performance Analysis: Study latency, jitter, and execution efficiency.

Edge & Cloud Computing Optimization: Evaluate workload distribution strategies.
DOI: 10.5281/zenodo.17789828
title: Multi-Tier IoT Resource Allocation Dataset

description: This dataset captures real-time resource allocation and workload distribution across a multi-tier IoT computing architecture (Device, Edge, Fog, and Cloud). It is designed to support research in ultra-low latency service management, predictive analytics, and intelligent resource allocation for jitter-sensitive IoT applications.

The dataset includes key metrics such as CPU utilization, memory usage, network latency, jitter, task execution time, and predicted vs. actual resource allocation. Additionally, an Efficiency Score serves as the target variable, representing the effectiveness of resource allocation.

This dataset is ideal for machine learning, optimization, and performance evaluation in intelligent IoT networks.

Use Cases:Machine Learning & Predictive Analytics: Train models to optimize IoT resource allocation.

Network Performance Analysis: Study latency, jitter, and execution efficiency.

Edge & Cloud Computing Optimization: Evaluate workload distribution strategies.
DOI: 10.15468/dl.f2gm55
title: Occurrence Download

description: A dataset containing 8967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Antheroporum harmandii, Antiaris toxicaria, Antidesma acidum, Antidesma bunius, Antidesma fordii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8967 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022093-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/8pqci4
title: PAN-00134760 - biconical spindle whorl (handmade pottery)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00134760&lt;/p&gt;
description: Modified: 2025-08-29T12:00:26+02:00
DOI: 10.5281/zenodo.17789963
title: https://755bet.uk.net/

description: Recomendo o site 755bet como minha principal casa de apostas online, com boas odds, segurança e bônus atrativos.

Marca:755bet Apostas  Site:https://755bet.uk.net/Endereço:Plataforma online 755bet, disponível em todo o Brasil  Número de telefone:Suporte 755bet: +55 11 7550-5755  Email:contato@755bet.uk.net
DOI: 10.5281/zenodo.17789962
title: https://755bet.uk.net/

description: Recomendo o site 755bet como minha principal casa de apostas online, com boas odds, segurança e bônus atrativos.

Marca:755bet Apostas  Site:https://755bet.uk.net/Endereço:Plataforma online 755bet, disponível em todo o Brasil  Número de telefone:Suporte 755bet: +55 11 7550-5755  Email:contato@755bet.uk.net
DOI: 10.15468/dl.5uzuum
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Astragalus kunlunensis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022094-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dansf
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is Netherlands",
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is NLD.5_1",
 "License is CC-BY 4.0",
 "Month is one of (April, May, June, July, March, August)",
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "TaxonKey is Passer domesticus",
 "Year is 2024"
 ]
}

 The dataset includes 136 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022095-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/yzszgt
title: Reactivity of the ethyl oleate in the [3+2] cycloaddition to arylonitrile N-oxide: a reexamination; explanation of the reaction between arylonitrile N-oxide and ethyl oleate based on DFT quantum chemical calculations.

description: This collection contains data from quantum-chemical calculations that enable the design of isoxazoline synthesis via the reaction of arylonitrile N-oxides with ethyl oleate. In particular, it includes state-function values (entropy, enthalpy, Gibbs free energy) for the reactant, transition, and product states in a solvent environment, as well as fundamental geometric parameters of these structures. Please consult the Readme.txt file for additional information.
DOI: 10.15468/dl.38hs87
title: Occurrence Download

description: A dataset containing 691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vulpes lagopus"
 ]
}

 The dataset includes 691 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022096-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/cotzxn
title: PAN-00176264 - scabbard slide (Roman sword)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00176264&lt;/p&gt;
description: Modified: 2025-08-12T12:12:39+02:00
DOI: 10.15468/dl.mk4gmv
title: Occurrence Download

description: A dataset containing 8573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Antidesma ghaesembilla, Antidesma japonicum, Antidesma maclurei, Antidesma montanum, Antidesma nienkui)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8573 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022097-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/nz7kdz
title: PAN-00177297 - terra sigillata kom type Drag. 37 (EG)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00177297&lt;/p&gt;
description: Modified: 2025-09-30T12:50:31+02:00
DOI: 10.5281/zenodo.17737887
title: ShareFAIR Knowledge Base - Workflow metadata

description: This corpus describes a collection of ontologies (EDAM, EFO, SIO), tool specifications (bio.tools), workflow repository (WorkflowHub) and workflow metadata files (RO-Crates in JSON-LD format) of open-source workflows from WorkflowHub.

They are used to populate a knowlegde base of workflow metadata, for their annotation and querying.

The file bioschemas-dump.ttl contains bio.tools data, retrieved 2025-11-23 (https://github.com/research-software-ecosystem/content/raw/refs/heads/master/datasets/bioschemas-dump.ttl).The file EDAM.owl contains EDAM data, retrieved 2025-11-25, latest unstable version (https://edamontology.org/EDAM.owl).WorkflowHub contents is stored in 2024-06-19-wfhub-dump.ttl (https://raw.githubusercontent.com/research-software-ecosystem/content/refs/heads/master/datasets/2024-06-19-wfhub-dump.ttl).SIO and EFO were fetched on 2025-11-23 (https://raw.githubusercontent.com/MaastrichtU-IDS/semanticscience/refs/heads/master/ontology/sio.owl, https://raw.githubusercontent.com/EBISPOT/efo/refs/heads/master/efo-base.owl).

RO-Crate metadata files were generated with Python scripts, for CWL and Nextflow workflows extracted from WorkflowHub, and Galaxy IWC workflows.
DOI: 10.5281/zenodo.17737888
title: ShareFAIR Knowledge Base - Workflow metadata

description: This corpus describes a collection of ontologies (EDAM, EFO, SIO), tool specifications (bio.tools), workflow repository (WorkflowHub) and workflow metadata files (RO-Crates in JSON-LD format) of open-source workflows from WorkflowHub.

They are used to populate a knowlegde base of workflow metadata, for their annotation and querying.

The file bioschemas-dump.ttl contains bio.tools data, retrieved 2025-11-23 (https://github.com/research-software-ecosystem/content/raw/refs/heads/master/datasets/bioschemas-dump.ttl).The file EDAM.owl contains EDAM data, retrieved 2025-11-25, latest unstable version (https://edamontology.org/EDAM.owl).WorkflowHub contents is stored in 2024-06-19-wfhub-dump.ttl (https://raw.githubusercontent.com/research-software-ecosystem/content/refs/heads/master/datasets/2024-06-19-wfhub-dump.ttl).SIO and EFO were fetched on 2025-11-23 (https://raw.githubusercontent.com/MaastrichtU-IDS/semanticscience/refs/heads/master/ontology/sio.owl, https://raw.githubusercontent.com/EBISPOT/efo/refs/heads/master/efo-base.owl).

RO-Crate metadata files were generated with Python scripts, for CWL and Nextflow workflows extracted from WorkflowHub, and Galaxy IWC workflows.
DOI: 10.15468/dl.kve9ra
title: Occurrence Download

description: A dataset containing 4390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Antidesma pleuricum, Antidesma sootepense, Aphanamixis polystachya, Aphananthe aspera, Aphananthe cuspidata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4390 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022102-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xj5qky
title: Occurrence Download

description: A dataset containing 36983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schistocerca gregaria, Schistocerca cancellata, Schistocerca piceifrons, Schistocerca americana, Schistocerca nitens, Schistocerca serialis cubense)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36983 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022099-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzj787
title: Occurrence Download

description: A dataset containing 4289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solenopsis xyloni"
 ]
}

 The dataset includes 4289 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022103-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5ftb2
title: Occurrence Download

description: A dataset containing 2192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.7245 6.17619,-75.53668 6.10113,-75.2347 6.42693,-75.43541 6.51293,-75.7558 6.23294,-75.7245 6.17619))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 2192 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022104-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/rkh1gx
title: PAN-00018128 - decorative Roman horse gear fitting group B1

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00018128&lt;/p&gt;
description: Modified: 2025-07-31T17:50:01+02:00
DOI: 10.15468/dl.szfhk2
title: Occurrence Download

description: A dataset containing 410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "Country is Namibia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 410 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022105-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17789692
title: Agricultural&vertebrates in Biodiversity Hotspots

description: Data availability
DOI: 10.15468/dl.hs5nyg
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Astragalus kurtschumensis"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022107-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/voscgs
title: PAN-00178356 - double looped buckle with separate bar

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00178356&lt;/p&gt;
description: Modified: 2025-08-12T13:56:19+02:00
DOI: 10.15468/dl.nc33j8
title: Occurrence Download

description: A dataset containing 448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations, Shropshire Ecological Data Network database, MammalWeb records, National Mammal Atlas Project, online recording)",
 {
 "or" : [
 "Geometry POLYGON((-5.66432 50.12012,0.96167 50.12012,0.96167 52.23831,-5.66432 52.23831,-5.66432 50.12012))",
 "Geometry POLYGON((-4.60622 51.06503,1.90859 51.06503,1.90859 54.8561,-1.59892 56.11954,-2.22739 56.02337,-5.43855 55.65945,-4.60622 51.06503))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Martes martes",
 "Year 2015-2025"
 ]
}

 The dataset includes 448 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022109-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2p6vwn
title: CCDC 2479252: Experimental Crystal Structure Determination

description: Related Article: Olga S. Pushikhina, Elena V. Karpova, Maxim A. Zakharov|2025|CSD Communication|||
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: 10.15468/dl.emh8xe
title: Occurrence Download

description: A dataset containing 5346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apodytes dimidiata, Aporosa octandra, Aporosa villosa, Aporosa yunnanensis, Apterosperma oblatum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5346 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022110-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.