cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc1ppd0s
title: CCDC 1569685: Experimental Crystal Structure Determination

description: Related Article: Lihua Guo, Hairong Zhang, Meng Tian, Zhenzhen Tian, Yanjian Xu, Yuliang Yang, Hongwei Peng, Peng Liu, Zhe Liu|2018|New J.Chem.|42|16183|doi:10.1039/C8NJ03360A
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: 10.5517/ccdc.csd.cc1zqccf
title: CCDC 1838745: Experimental Crystal Structure Determination

description: Related Article: Yuanyuan Zhang, Benjamin R. J. Mueller, Nathan D Schley|2018|Organometallics|37|1825|doi:10.1021/acs.organomet.8b00249
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: 10.5517/ccdc.csd.cc1zrf05
title: CCDC 1839757: Experimental Crystal Structure Determination

description: Related Article: Andrew C. Marr, Graham C. Saunders, Hayden P. Thomas, Yue-Ming Wang|2019|Inorg.Chim.Acta|486|1|doi:10.1016/j.ica.2018.10.016
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: 10.5517/ccdc.csd.cc1zrf16
title: CCDC 1839758: Experimental Crystal Structure Determination

description: Related Article: Andrew C. Marr, Graham C. Saunders, Hayden P. Thomas, Yue-Ming Wang|2019|Inorg.Chim.Acta|486|1|doi:10.1016/j.ica.2018.10.016
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: 10.5517/ccdc.csd.cc1zrf27
title: CCDC 1839759: Experimental Crystal Structure Determination

description: Related Article: Andrew C. Marr, Graham C. Saunders, Hayden P. Thomas, Yue-Ming Wang|2019|Inorg.Chim.Acta|486|1|doi:10.1016/j.ica.2018.10.016
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: 10.5517/ccdc.csd.cc1zrf49
title: CCDC 1839761: Experimental Crystal Structure Determination

description: Related Article: Andrew C. Marr, Graham C. Saunders, Hayden P. Thomas, Yue-Ming Wang|2019|Inorg.Chim.Acta|486|1|doi:10.1016/j.ica.2018.10.016
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: 10.5517/ccdc.csd.cc1zrf5b
title: CCDC 1839762: Experimental Crystal Structure Determination

description: Related Article: Andrew C. Marr, Graham C. Saunders, Hayden P. Thomas, Yue-Ming Wang|2019|Inorg.Chim.Acta|486|1|doi:10.1016/j.ica.2018.10.016
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.q9fmuj
title: Occurrence Download

description: A dataset containing 1577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Populus davidiana, Populus tremula davidiana)"
 ]
}

 The dataset includes 1577 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045396-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btcyhg
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045399-250827131500795/datasets/export for details.
DOI: 10.15468/dl.zv5xh4
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brycinus grandisquamis)",
 "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 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045401-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpkaaq
title: Occurrence Download

description: A dataset containing 746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllanthus tenellus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 746 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045398-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4z3bev
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllanthus tenellus",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045400-250827131500795/datasets/export for details.
DOI: 10.15468/dl.wk92rg
title: Occurrence Download

description: A dataset listing the 5 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((139.68946 45.68427,138.85014 41.05867,143.96068 40.22868,147.84954 43.59529,145.23831 45.85214,139.68946 45.68427))",
 "OccurrenceStatus is Present",
 "TaxonKey is Phelotrupes"
 ]
}

 The dataset's 5 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045387-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fa394b
title: Occurrence Download

description: A dataset containing 965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asparagus suaveolens",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 965 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045402-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17085194
title: RAS Security Dataset

description: The RAS (Reproducible Attack Scenarios) dataset (~3 GB) is a web-application security corpus produced on a containerized cyber-range with configurable replays. It combines benign user traffic with seven attack families. Runs are generated under fixed seeds and identical limits, with auditable ground-truth labels. Contents include full packet captures (PCAP), HTTP/server logs, event-level labels, and experiment metadata (configs, timeline, checksums). Suitable for IDS evaluation, benign–malicious traffic classification, and attack-stage inference. Please cite using the DOI on this record.
DOI: 10.5281/zenodo.17085195
title: RAS Security Dataset

description: The RAS (Reproducible Attack Scenarios) dataset (~3 GB) is a web-application security corpus produced on a containerized cyber-range with configurable replays. It combines benign user traffic with seven attack families. Runs are generated under fixed seeds and identical limits, with auditable ground-truth labels. Contents include full packet captures (PCAP), HTTP/server logs, event-level labels, and experiment metadata (configs, timeline, checksums). Suitable for IDS evaluation, benign–malicious traffic classification, and attack-stage inference. Please cite using the DOI on this record.
DOI: 10.15468/dl.wyv8gx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bothriochloa kuntzeana",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045403-250827131500795/datasets/export for details.
DOI: 10.15468/dl.myb7ve
title: Occurrence Download

description: A dataset containing 114927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1994",
 "Year is less than or equal to 1994"
 ]
}

 The dataset includes 114927 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045375-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6aqfj
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus pectinatus",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 388 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045404-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqz89r
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllanthus tenellus",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045408-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehtbvr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllanthus tenellus",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045406-250827131500795/datasets/export for details.
DOI: 10.15468/dl.4g9hxa
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045407-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.17080419
title: Labeled Voice Audio Dataset

description: Labeled Voice Audio Dataset

Overview



This dataset contains a comprehensive collection of audio files and associated metadata for scientific research purposes.

The labels include the voice quality assessments on the grbas scale. 



The dataset is structured to support various audio analysis, machine learning, and acoustic research applications.





Dataset Contents

Files Included



- database.sql - Complete database dump containing all metadata, user information, and file references

- data.zip - Compressed archive containing all audio files (1,374 audio files in WAV format)

- README.md - Readme file with further information

Database Structure



The database contains the following key tables:


- patients - Patient demographic information including gender, age and microphone type

- sound_files - Audio file metadata including filenames, sound types and patient associations

- users - User account information for system access and labeling activities

- labelings - Voice quality assessments using the GRBAS scale (Grade, Roughness, Breathiness, Asthenia, Strain)

- labeling_notes - Additional notes and comments associated with voice quality assessments

Audio Data



The audio collection consists of 1,374 individual audio files in WAV format. All files are contained within the 'data.zip' archive and can be extracted to access the individual audio samples.



 



Audio Specifications:

- Format: WAV (Waveform Audio File Format)

- Total Files: 1,374


Data Sources:

This dataset includes audio files from multiple sources:

- Original recordings and assessments

- Selected audio files from the Saarbrücken Voice Database (see Attribution section below)





Citation


If you use this dataset in your research, please cite it appropriately:


VReedback GmbH & Co. KG (2025). Audio Research Dataset. Zenodo.

https://doi.org/10.5281/zenodo.17080420


Additionally, please cite the Saarbrücken Voice Database:


Pützer, M., & Koreman, J. (1997). A German Database of Patterns of Pathological Vocal Fold Vibration. In Phonus Research Report (Nummer 3, S. 143–153). Zenodo. https://doi.org/10.5281/zenodo.16258835


License


This dataset is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).

Attribution
Saarbrücken Voice Database

 

Portions of the audio data in this dataset are derived from the Saarbrücken Voice Database, which is also licensed under CC BY 4.0. When using this dataset, please also cite the original source:

 

Pützer, M., & Koreman, J. (1997). A German Database of Patterns of Pathological Vocal Fold Vibration. In Phonus Research Report (Nummer 3, S. 143–153). Zenodo. https://doi.org/10.5281/zenodo.16258835
DOI: 10.5281/zenodo.17080420
title: Labeled Voice Audio Dataset

description: Labeled Voice Audio Dataset

Overview



This dataset contains a comprehensive collection of audio files and associated metadata for scientific research purposes.

The labels include the voice quality assessments on the grbas scale. 



The dataset is structured to support various audio analysis, machine learning, and acoustic research applications.





Dataset Contents

Files Included



- database.sql - Complete database dump containing all metadata, user information, and file references

- data.zip - Compressed archive containing all audio files (1,374 audio files in WAV format)

- README.md - Readme file with further information

Database Structure



The database contains the following key tables:


- patients - Patient demographic information including gender, age and microphone type

- sound_files - Audio file metadata including filenames, sound types and patient associations

- users - User account information for system access and labeling activities

- labelings - Voice quality assessments using the GRBAS scale (Grade, Roughness, Breathiness, Asthenia, Strain)

- labeling_notes - Additional notes and comments associated with voice quality assessments

Audio Data



The audio collection consists of 1,374 individual audio files in WAV format. All files are contained within the 'data.zip' archive and can be extracted to access the individual audio samples.



 



Audio Specifications:

- Format: WAV (Waveform Audio File Format)

- Total Files: 1,374


Data Sources:

This dataset includes audio files from multiple sources:

- Original recordings and assessments

- Selected audio files from the Saarbrücken Voice Database (see Attribution section below)





Citation


If you use this dataset in your research, please cite it appropriately:


VReedback GmbH & Co. KG (2025). Audio Research Dataset. Zenodo.

https://doi.org/10.5281/zenodo.17080420


Additionally, please cite the Saarbrücken Voice Database:


Pützer, M., & Koreman, J. (1997). A German Database of Patterns of Pathological Vocal Fold Vibration. In Phonus Research Report (Nummer 3, S. 143–153). Zenodo. https://doi.org/10.5281/zenodo.16258835


License


This dataset is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).

Attribution
Saarbrücken Voice Database

 

Portions of the audio data in this dataset are derived from the Saarbrücken Voice Database, which is also licensed under CC BY 4.0. When using this dataset, please also cite the original source:

 

Pützer, M., & Koreman, J. (1997). A German Database of Patterns of Pathological Vocal Fold Vibration. In Phonus Research Report (Nummer 3, S. 143–153). Zenodo. https://doi.org/10.5281/zenodo.16258835
DOI: 10.26180/28720181.v1
title: Consumer and Community Involvement Implementation Guide for Research Organisations

description: The <i>Consumer and Community Involvement Implementation Guide for Research Organisations</i><i> </i>is underpinned by national empirical evidence and implementation science to provide a range of evidence-based practical strategies on how to embed consumer and community involvement into research organisational systems.<br>The Australian community are the funders and beneficiaries of our health care system and health and medical research. They have an inherent right to be involved in the priorities and problems we are trying to solve, through to the solutions, how we implement them and their impact. Funders of health and medical research expect consumers and communities to be involved in the research they fund<sup>1</sup>.<sup> </sup>Similarly, an update to the Declaration of Helsinki has declared that meaningful involvement of consumers and communities is an expectation of ethical research involving humans<sup>1</sup>. Consumers and communities are experts in their own health, life, culture and beliefs and their involvement in research brings many benefits.<br>Despite recognition of the need for consumer and community involvement (CCI) and related policy mandates, a growing evidence base, and diverse benefits from involving consumers and communities in health and medical research, slow progress has been made towards systems change. To embed and systematise CCI in research organisations, we have undertaken behavioural and implementation research led by Monash Partners Academic Health Science Centre and the Monash Centre for Health Research Implementation (MCHRI) in collaboration with the Australian Health Research Alliance (AHRA), the Western Australian Health Translation Network (WAHTN) and other National Health and Medical Research Council (NHMRC) accredited Research Translation Centres. This work is funded by the Medical Research Future Fund (MRFF) (MRF2019278) and has included extensive stakeholder consultation and co-design. We have also used data from a national survey and workshops conducted as part of the national stakeholder consultation around revision of the 2016 NHMRC Statement on Consumer and Community Involvement in Health and Medical Research. These data sources, combined with evidence-based frameworks underpin this evidence-based guide that covers ethical, policy, logistical, and structural considerations for implementing consumer and community involvement at a system level in research organisations.
DOI: 10.26180/28720181
title: Consumer and Community Involvement Implementation Guide for Research Organisations

description: The <i>Consumer and Community Involvement Implementation Guide for Research Organisations</i><i> </i>is underpinned by national empirical evidence and implementation science to provide a range of evidence-based practical strategies on how to embed consumer and community involvement into research organisational systems.<br>The Australian community are the funders and beneficiaries of our health care system and health and medical research. They have an inherent right to be involved in the priorities and problems we are trying to solve, through to the solutions, how we implement them and their impact. Funders of health and medical research expect consumers and communities to be involved in the research they fund<sup>1</sup>.<sup> </sup>Similarly, an update to the Declaration of Helsinki has declared that meaningful involvement of consumers and communities is an expectation of ethical research involving humans<sup>1</sup>. Consumers and communities are experts in their own health, life, culture and beliefs and their involvement in research brings many benefits.<br>Despite recognition of the need for consumer and community involvement (CCI) and related policy mandates, a growing evidence base, and diverse benefits from involving consumers and communities in health and medical research, slow progress has been made towards systems change. To embed and systematise CCI in research organisations, we have undertaken behavioural and implementation research led by Monash Partners Academic Health Science Centre and the Monash Centre for Health Research Implementation (MCHRI) in collaboration with the Australian Health Research Alliance (AHRA), the Western Australian Health Translation Network (WAHTN) and other National Health and Medical Research Council (NHMRC) accredited Research Translation Centres. This work is funded by the Medical Research Future Fund (MRFF) (MRF2019278) and has included extensive stakeholder consultation and co-design. We have also used data from a national survey and workshops conducted as part of the national stakeholder consultation around revision of the 2016 NHMRC Statement on Consumer and Community Involvement in Health and Medical Research. These data sources, combined with evidence-based frameworks underpin this evidence-based guide that covers ethical, policy, logistical, and structural considerations for implementing consumer and community involvement at a system level in research organisations.
DOI: 10.15468/dl.ggdsuw
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((123.90862 2.35486,123.14051 0.81865,123.49068 -0.45777,125.96444 0.25386,126.08869 1.89174,123.90862 2.35486))",
 "TaxonKey is Tarsius"
 ]
}

 The dataset's 4 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045388-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.