cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16958428
title: 7-Tage-Inzidenz der COVID-19-Fälle in Deutschland

description: Im Datensatz '7-Tage-Inzidenz von COVID-19 in Deutschland' werden die aktuellen 7-Tage-Inzidenzen der nach den Vorgaben des Infektionsschutzgesetzes - IfSG - an das RKI übermittelten COVID-19-Fälle veröffentlicht. Datengrundlage zur Berechnung der 7-Tage-Inzidenzen sind die an das RKI übermittelten COVID-19-Fälle. Eine detaillierte Dokumentation zur Erhebung der Daten zum Infektionsgeschehen ist im Datensatz 'SARS-CoV-2-Infektionen in Deutschland' enthalten. Die für die Berechnung der 7-Tage-Inzidenz notwendigen Bevölkerungsdaten bezieht das RKI durch das Statistisches Bundesamt (Destatis), Referat F24 | Bevölkerungsfortschreibung, Ausländer- und Integrationsstatistiken.
DOI: 10.15468/dl.xk3n48
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium batanense"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049106-250811113504898/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.29986813
title: Mechanistic Insights into the Allosteric Regulation of P53 Y220C by Small-Molecule Stabilizers

description: Molecular Dynamics Simulation Files Description<br>This directory contains the input files and output results for GROMACS molecular dynamics (MD) simulations of protein–DNA complex and molecule-protein–DNA complex systems. Below is a detailed description of each file category.As an example, the provided WT-2-new.pdb file represents the wild-type protein–DNA dimer complex.<br>1. Initial Structure Files<br>- WT-2-new.pdb : Initial structure of the wild-type protein–DNA dimer complex. -prop.pdb : Alternative structural file for the same system. <br>2. Topology Files<br>- topol.top: Main topology file that links all components. - topol_Protein_chain_A.itp / topol_Protein_chain_B.itp : Topology files for the two protein chains. - topol_DNA_chain_C.itp / topol_DNA_chain_D.itp : Topology files for the two DNA chains. - topol_Ion_chain_E.itp / topol_Ion_chain_F.itp : Topology files for ions. <br>3. Position-Restraint Files<br>- posre_Protein_chain_A.itp / posre_Protein_chain_B.itp- posre_DNA_chain_C.itp / posre_DNA_chain_D.itp - posre_Ion_chain_E.itp / posre_Ion_chain_F.itp<br>These files contain position restraints for the protein, DNA, and ion chains, which are applied during energy minimization and equilibration steps. <br> 4. Parameter Files (MDP)<br>- em.mdp : Parameters for energy minimization. -nvt.mdp : Parameters for NVT equilibration. - npt.mdp : Parameters for NPT equilibration. - md.mdp : Parameters for the production MD simulation. - ions.mdp : Parameters for ion addition. <br>5. Index File<br>- index.ndx : Custom index file defining atom groups (e.g., protein, DNA, solvent, ions) used in analysis or restraint definitions. <br>6. Output Files<br>- md_01.log: The log file of the molecular dynamics simulation, containing details such as energy, temperature, pressure, and performance information. It is useful for checking whether the simulation has run correctly.<br><br>- md_01.gro: The final coordinate file of the system after the molecular dynamics run. This file can be used for further analysis or as the input for restarting/continuing the simulation.
DOI: 10.6084/m9.figshare.29986813.v1
title: Mechanistic Insights into the Allosteric Regulation of P53 Y220C by Small-Molecule Stabilizers

description: input files
DOI: 10.6084/m9.figshare.29986813.v2
title: Mechanistic Insights into the Allosteric Regulation of P53 Y220C by Small-Molecule Stabilizers

description: Molecular Dynamics Simulation Files Description<br>This directory contains the input files and output results for GROMACS molecular dynamics (MD) simulations of protein–DNA complex and molecule-protein–DNA complex systems. Below is a detailed description of each file category.As an example, the provided WT-2-new.pdb file represents the wild-type protein–DNA dimer complex.<br>1. Initial Structure Files<br>- WT-2-new.pdb : Initial structure of the wild-type protein–DNA dimer complex. -prop.pdb : Alternative structural file for the same system. <br>2. Topology Files<br>- topol.top: Main topology file that links all components. - topol_Protein_chain_A.itp / topol_Protein_chain_B.itp : Topology files for the two protein chains. - topol_DNA_chain_C.itp / topol_DNA_chain_D.itp : Topology files for the two DNA chains. - topol_Ion_chain_E.itp / topol_Ion_chain_F.itp : Topology files for ions. <br>3. Position-Restraint Files<br>- posre_Protein_chain_A.itp / posre_Protein_chain_B.itp- posre_DNA_chain_C.itp / posre_DNA_chain_D.itp - posre_Ion_chain_E.itp / posre_Ion_chain_F.itp<br>These files contain position restraints for the protein, DNA, and ion chains, which are applied during energy minimization and equilibration steps. <br> 4. Parameter Files (MDP)<br>- em.mdp : Parameters for energy minimization. -nvt.mdp : Parameters for NVT equilibration. - npt.mdp : Parameters for NPT equilibration. - md.mdp : Parameters for the production MD simulation. - ions.mdp : Parameters for ion addition. <br>5. Index File<br>- index.ndx : Custom index file defining atom groups (e.g., protein, DNA, solvent, ions) used in analysis or restraint definitions. <br>6. Output Files<br>- md_01.log: The log file of the molecular dynamics simulation, containing details such as energy, temperature, pressure, and performance information. It is useful for checking whether the simulation has run correctly.<br><br>- md_01.gro: The final coordinate file of the system after the molecular dynamics run. This file can be used for further analysis or as the input for restarting/continuing the simulation.
DOI: 10.18112/openneuro.ds006128.v1.0.6
title: Data for "Modeling 2D Spatio-Tactile Population Receptive Fields of the Fingertip in Human Primary Somatosensory Cortex"
DOI: 10.5281/zenodo.15261329
title: Data for "Hundreds of grocery outlets needed across the United States to achieve walkable cities"

description: This archive contains the processed datasets used in Horton, Logan, Speakman, and Skipper (2025), “Hundreds of grocery outlets needed across the United States to achieve walkable cities,” *Nature Communications*. 

Each city-level ZIP file includes:- Block geometries (shapefile)- Supermarket locations- Walking network distances- Census population- Optimization results for improving food access (EDE-optimized and mean-minimizing approaches)

See the accompanying GitHub repository for code and methods:https://github.com/drewhort/equitable_facility_location
DOI: 10.5281/zenodo.15261330
title: Data for "Hundreds of grocery outlets needed across the United States to achieve walkable cities"

description: This archive contains the processed datasets used in Horton, Logan, Speakman, and Skipper (2025), “Hundreds of grocery outlets needed across the United States to achieve walkable cities,” *Nature Communications*. 

Each city-level ZIP file includes:- Block geometries (shapefile)- Supermarket locations- Walking network distances- Census population- Optimization results for improving food access (EDE-optimized and mean-minimizing approaches)

See the accompanying GitHub repository for code and methods:https://github.com/drewhort/equitable_facility_location
DOI: 10.5281/zenodo.15274585
title: Phosphorus limitation constrains global forest productivity directly and indirectly via forest community structural attributes: Meta-analysis
DOI: 10.5281/zenodo.15274586
title: Phosphorus limitation constrains global forest productivity directly and indirectly via forest community structural attributes: Meta-analysis
DOI: 10.15468/dl.wwnhgu
title: Occurrence Download

description: A dataset containing 615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cochliomyia hominivorax (Coquerel, 1858)"
 ]
}

 The dataset includes 615 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015599-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13822827
title: Ethereum Price Data Binance API (2017–Now)
DOI: 10.15468/dl.uvcqaq
title: Occurrence Download

description: A dataset containing 14826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "Geometry POLYGON((-79.16473 -1.67345,-78.72608 -3.41049,-77.11186 -2.51565,-76.95395 -1.37517,-78.60326 -0.97162,-79.16473 -1.67345))",
 "TaxonKey is Piciformes"
 ]
}

 The dataset includes 14826 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003065-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eneeh7
title: Occurrence Download

description: A dataset containing 3193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Cyanocorax yncas",
 "Year 2008-2008"
 ]
}

 The dataset includes 3193 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003066-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhtcm4
title: Occurrence Download

description: A dataset containing 2849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Siganus luridus"
 ]
}

 The dataset includes 2849 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003068-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13822842
title: Artist Datasets
DOI: 10.15468/dl.3k89wv
title: Occurrence Download

description: A dataset listing the 43745 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 43745 records were derived from 15870 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003062-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjsgkw
title: Occurrence Download

description: A dataset containing 5151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera onca (Linnaeus, 1758)",
 "Year 1999-2025"
 ]
}

 The dataset includes 5151 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003838-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82150/adq1-7914
title: HMBA Adult Marmoset Brain Atlas

description: The HMBA Adult Marmoset Basal Ganglia Atlas is a three-dimensional brain reference atlas based on the RIKEN25v1 MRI-derived template, based on an average of 25 C. jacchus brains resampled to 70 um^3 voxel resolution. It provides detailed parcellations of the basal ganglia and associated subcortical structures, annotated using a unified ontology that enables cross-species alignment and interpretation. The atlas also includes selected published subcortical parcellations to aid in comparing across parcellation schemes. As a foundational reference resource for the BICAN consortium, this atlas facilitates registration, integration, and comparative analysis of multimodal datasets across marmoset, macaque, and human brains. It is designed to be updated and refined with new datasets, ensuring its continued relevance for exploring structural homologies and functional relationships across species.

This atlas represents a composite resource consisting of: (1) marmoset RIKEN25v1 template (custom Data Use Terms); (2) annotation set (CC BY 4.0); (3) terminology set (CC BY 4.0). Users must comply with the license terms of each component.
DOI: 10.5281/zenodo.15493772
title: Defect Tolerance via External Passivation in the Photocatalyst SrTiO3:Al

description: Accompanying data for "Defect Tolerance via External Passivation in the Photocatalyst SrTiO3:Al"
DOI: 10.5281/zenodo.15493773
title: Defect Tolerance via External Passivation in the Photocatalyst SrTiO3:Al

description: Accompanying data for "Defect Tolerance via External Passivation in the Photocatalyst SrTiO3:Al"
DOI: 10.15468/dl.8nrt79
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hansenia forbesii (H.Boissieu) Pimenov & Kljuykov"
 ]
}

 The dataset includes 347 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006599-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7375n
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepidomanes mannii (Hook.) J.P.Roux"
 ]
}

 The dataset's 1 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006580-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15487018
title: An IoT-Enriched Event Log for Smart Factories with Injected Data Quality Issues

description: Modern technologies such as the Internet of Things (IoT) play a key role in Smart Manufacturing and Business Process Management (BPM). In particular, process mining benefits from enriched event logs that incorporate physical sensor data. This dataset presents an IoT-enriched XES event log recorded in a physical smart factory environment. It builds upon the previously published dataset “An IoT-Enriched Event Log for Process Mining in Smart Factories” (available on Zenodo) and follows the DataStream XES extension. In this modified version, three types of common Data Quality Issues (DQIs) - missing sensor values, missing sensors, and time shifts - have been artificially injected into the sensor data. These issues reflect realistic challenges in industrial IoT data processing and are valuable for developing and testing robust data cleaning and analysis methods.

By comparing the original (clean) dataset with this modified version, researchers can systematically evaluate DQI detection, handling, and solving techniques under controlled conditions. Further details are provided for each of three DQI types in the subfolders in a csv changelog.
DOI: 10.5281/zenodo.15487019
title: An IoT-Enriched Event Log for Smart Factories with Injected Data Quality Issues

description: Modern technologies such as the Internet of Things (IoT) play a key role in Smart Manufacturing and Business Process Management (BPM). In particular, process mining benefits from enriched event logs that incorporate physical sensor data. This dataset presents an IoT-enriched XES event log recorded in a physical smart factory environment. It builds upon the previously published dataset “An IoT-Enriched Event Log for Process Mining in Smart Factories” (available on Zenodo) and follows the DataStream XES extension. In this modified version, three types of common Data Quality Issues (DQIs) - missing sensor values, missing sensors, and time shifts - have been artificially injected into the sensor data. These issues reflect realistic challenges in industrial IoT data processing and are valuable for developing and testing robust data cleaning and analysis methods.

By comparing the original (clean) dataset with this modified version, researchers can systematically evaluate DQI detection, handling, and solving techniques under controlled conditions. Further details are provided for each of three DQI types in the subfolders in a csv changelog.
DOI: 10.15468/dl.npfffb
title: Occurrence Download

description: A dataset containing 9639 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pycnopodia helianthoides (Brandt, 1835)"
 ]
}

 The dataset includes 9639 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007061-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15547027
title: DatasetMLiA-CLAM-csv

description: Dataset csv dataset
DOI: 10.5281/zenodo.15547028
title: DatasetMLiA-CLAM-csv

description: Dataset csv dataset
DOI: 10.5281/zenodo.15547104
title: DatasetMLiA-CLAM-csv

description: Dataset csv dataset
DOI: 10.34740/kaggle/dsv/11879403
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.7ffkcw
title: Occurrence Download

description: A dataset containing 22824 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solenopsis invicta Buren, 1972"
 ]
}

 The dataset includes 22824 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009097-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgxfyw
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron dendricola Hutch."
 ]
}

 The dataset includes 94 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012944-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2t5yz
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Portugal",
 "DatasetKey is one of (Sightings Map of Invasive Plants in Portugal, Biodiversity4all Research-Grade Observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (February, March, April, May, June, July, August, September, October, November, December, January)",
 "PublishingOrg is one of (16e26fb0-7f13-4ae2-b57c-2543f451f5b3, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, e3aa237e-53c8-4c46-93ef-77a18bb9c80e, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f)",
 "TaxonKey is Hakea sericea Schrad. & J.C.Wendl.",
 "Year 2019-2024"
 ]
}

 The dataset includes 64 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012945-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y64ydg
title: Occurrence Download

description: A dataset containing 544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is USGS FORT - Mesa Verde National Park - Bats - 2006-2007",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 544 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012946-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2n3ks
title: Occurrence Download

description: A dataset containing 30091 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BIOWIDE eDNA Fungi dataset"
 ]
}

 The dataset includes 30091 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012948-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5522/04/28955891
title: <b><i>Why and How Victimhood Matters? Between Strategic Ontological Narratives and Intersectional Injustice in Contemporary Serbia</i></b><b>, </b><i>Media, War &Conflict</i>

description: These are annexes to an article for <i>Media, War &Conflict</i> that is forthcoming as <b><i>Why and How Victimhood Matters? Between Strategic Ontological Narratives and Intersectional Injustice in Contemporary Serbia</i></b><b>. </b>They contain an anonymised list of participants, interviews scripts and analytical outputs.
DOI: 10.15468/dl.trpjh4
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015598-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15498814
title: IODP Expedition 399 Closeup images

description: Close-up images taken by digital cameras as requested by the science party, typically when the section-half image is not sufficient. Close-up photographs of the areas of interest may be taken from whole-round sections, pieces, or section halves in sediments and rock.
DOI: 10.5281/zenodo.15498815
title: IODP Expedition 399 Closeup images

description: Close-up images taken by digital cameras as requested by the science party, typically when the section-half image is not sufficient. Close-up photographs of the areas of interest may be taken from whole-round sections, pieces, or section halves in sediments and rock.
DOI: 10.15468/dl.hwkqr5
title: Occurrence Download

description: A dataset containing 44173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saucerottia edward",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44173 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003067-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2cp7d
title: Occurrence Download

description: A dataset listing the 21163 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset's 21163 records were derived from 8358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003064-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pj8k6t
title: Occurrence Download

description: A dataset containing 2974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is TUR.46_1",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 2974 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003831-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.