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

description: A dataset containing 350466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron L."
 ]
}

 The dataset includes 350466 records from 852 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125122-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14989913
title: Interactive Session Battery and Recycling RESULTS for Journal Article

description: Dataset for journal article
DOI: 10.5281/zenodo.14989914
title: Interactive Session Battery and Recycling RESULTS for Journal Article

description: Dataset for journal article
DOI: 10.5281/zenodo.15221523
title: Anisotropic Node Distortions in Amorphous MOFs: Low Valent Zr Sites as Catalytic Hotspots

description: We introduce a new approach to defect engineering in Zr-based metal-organic frameworks (Zr-MOFs), aiming to reduce Zr site valency while preserving high node connectivity. Using a rapid heat treatment (RHT) in humid air, O-vacancies were created in DUT-67 through cluster dehydration. Unlike conventional defect engineering, aimed at creating missing-linker defects, this method breaks intra-cluster Zr-μ3O-Zr bonds, generating coordinatively unsaturated Zr (Zrcus) sites. Pair-distribution function (PDF) analysis, X-ray absorption spectroscopy (XAS), and density functional theory (DFT) calculations reveal that the O-vacancies lead to symmetry breaking, irreversible node distortions, and framework amorphization. This treatment converts 50% of metal sites to Zrcus sites, nearly doubling the catalytic activity of DUT-67 in glyoxal conversion to glycolic acid. DFT modeling and in situ PDF analysis highlight the dynamic behavior of Zr clusters under reaction conditions, suggesting a new avenue for defect engineering in Zr-MOFs to enhance catalytic performance.
DOI: 10.5281/zenodo.15221524
title: Anisotropic Node Distortions in Amorphous MOFs: Low Valent Zr Sites as Catalytic Hotspots

description: We introduce a new approach to defect engineering in Zr-based metal-organic frameworks (Zr-MOFs), aiming to reduce Zr site valency while preserving high node connectivity. Using a rapid heat treatment (RHT) in humid air, O-vacancies were created in DUT-67 through cluster dehydration. Unlike conventional defect engineering, aimed at creating missing-linker defects, this method breaks intra-cluster Zr-μ3O-Zr bonds, generating coordinatively unsaturated Zr (Zrcus) sites. Pair-distribution function (PDF) analysis, X-ray absorption spectroscopy (XAS), and density functional theory (DFT) calculations reveal that the O-vacancies lead to symmetry breaking, irreversible node distortions, and framework amorphization. This treatment converts 50% of metal sites to Zrcus sites, nearly doubling the catalytic activity of DUT-67 in glyoxal conversion to glycolic acid. DFT modeling and in situ PDF analysis highlight the dynamic behavior of Zr clusters under reaction conditions, suggesting a new avenue for defect engineering in Zr-MOFs to enhance catalytic performance.
DOI: 10.5281/zenodo.15193079
title: Research Artifact – Cross-Project Flakiness: A Case Study of the OpenStack Ecosystem

description: This repository serves as the research artifact for the paper **"Cross-Project Flakiness: A Case Study of the OpenStack Ecosystem"**.

It contains a dataset of flaky tests mined from OpenStack, along with their associated metadata.

Additionally, it includes scripts used to collect the data, build results presented in the paper, and analyze findings related to RQ2 and RQ3.
DOI: 10.5281/zenodo.15221573
title: Replication package for "Competition, Cooperation, and Social Perceptions"

description: The replication package contains all the data collected in the online experiment designed for the paper "Competition, Cooperation, and Social Perceptions". This experiment was run on the Prolific platform and coded on Qualtrics. The package also contains the code to replicate the data analysis presented in the paper.
DOI: 10.5281/zenodo.15221574
title: Replication package for "Competition, Cooperation, and Social Perceptions"

description: The replication package contains all the data collected in the online experiment designed for the paper "Competition, Cooperation, and Social Perceptions". This experiment was run on the Prolific platform and coded on Qualtrics. The package also contains the code to replicate the data analysis presented in the paper.
DOI: 10.5281/zenodo.15221143
title: Research Artifact – Cross-Project Flakiness: A Case Study of the OpenStack Ecosystem

description: This repository serves as the research artifact for the paper **"Cross-Project Flakiness: A Case Study of the OpenStack Ecosystem"**.

It contains a dataset of flaky tests mined from OpenStack, along with their associated metadata.

Additionally, it includes scripts used to collect the data, build results presented in the paper, and analyze findings related to RQ2 and RQ3.
DOI: 10.15468/dl.edfyv8
title: Occurrence Download

description: A dataset containing 16045 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba incana L."
 ]
}

 The dataset includes 16045 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035087-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uljqgv
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is France",
 "Country is Norway"
 ]
 },
 "TaxonKey is Zygnema C.Agardh, 1816"
 ]
}

 The dataset includes 336 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008799-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtnqds
title: Occurrence Download

description: A dataset containing 985272 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cupressaceae"
 ]
}

 The dataset includes 985272 records from 1377 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109955-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/jxpoot
title: Data Management and Sharing Plan for: Mechanistic Investigation and Engineering of Histone Reader Proteins

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: 10.15468/dl.yhha83
title: Occurrence Download

description: A dataset containing 2106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Panthera onca"
 ]
}

 The dataset includes 2106 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025950-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dwd8q
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euteratosphaeria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 65 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025952-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.jh64uk46
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15139/s3/ex6ojz
title: Data Management and Sharing Plan for: Neurosymbolic Methods for Testing Autonomous Systems

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: 10.15468/dl.frz2gu
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus nutans",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2014",
 "Month is greater than or equal to January",
 "Month is less than or equal to December"
 ]
}

 The dataset includes 112 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025954-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgvbnh
title: Occurrence Download

description: A dataset containing 2997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guyana",
 "Geometry POLYGON((-58.84233 4.28177,-58.8824 4.32199,-58.95364 4.32616,-59.01529 4.26294,-59.04819 4.27536,-59.72725 4.28451,-59.80837 4.23932,-59.81848 4.16124,-59.80126 4.12083,-59.74415 4.07655,-59.73899 4.03866,-59.66865 3.93611,-59.68433 3.87168,-59.73558 3.83886,-59.76971 3.7519,-59.8216 3.71039,-59.91507 3.66762,-59.9619 3.56354,-59.94261 3.506,-59.8695 3.43876,-59.80778 3.41688,-59.5607 3.41076,-59.41985 3.41296,-59.40707 3.32204,-59.36052 3.27353,-59.25477 3.25393,-59.20512 3.27854,-59.17785 3.34163,-59.11521 3.36331,-59.06143 3.41736,-59.06392 3.49753,-58.94818 3.46077,-58.79893 3.47721,-58.65235 3.59262,-58.57441 3.62649,-58.35843 3.69606,-58.31186 3.73082,-58.28347 3.78862,-58.29202 3.91818,-58.35738 4.05646,-58.43252 4.11602,-58.4748 4.17381,-58.58183 4.24129,-58.64769 4.24649,-58.68336 4.29241,-58.75241 4.32109,-58.84233 4.28177),(-58.94548 4.19487,-58.90362 4.19857,-58.83449 4.16473,-58.7471 4.20572,-58.69506 4.13952,-58.62727 4.15842,-58.52028 4.09576,-58.57443 4.02917,-58.44354 4.02548,-58.43967 3.98839,-58.39267 3.93246,-58.36828 3.83366,-58.38597 3.78216,-58.60606 3.71127,-58.7185 3.66238,-58.81642 3.57162,-58.95668 3.5508,-58.96292 3.61671,-59.0235 3.58371,-59.05835 3.60777,-59.14076 3.60025,-59.18178 3.63072,-59.14599 3.44829,-59.22974 3.4171,-59.28037 3.36873,-59.35599 3.48253,-59.35364 3.50305,-59.55847 3.50117,-59.80437 3.50725,-59.85895 3.57184,-59.85051 3.60462,-59.76551 3.62525,-59.753 3.65184,-59.66856 3.70296,-59.66661 3.78073,-59.59601 3.79398,-59.57526 3.88925,-59.5172 3.94385,-59.58997 3.99465,-59.6428 4.06738,-59.6217 4.12998,-59.72327 4.16605,-59.72861 4.19409,-59.06378 4.18568,-59.04293 4.14919,-58.96795 4.13891,-58.94548 4.19487))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 2997 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025955-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnhnb4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.27_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Syzygium cumini"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025956-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/z7ml9p
title: Data Management and Sharing Plan for: Ferroptosis and Ferroptotic Stress in Maladaptive Renal Repair

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: 10.15468/dl.w9jmqn
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosiella",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025957-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9neka
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2014",
 "Month is greater than or equal to January",
 "Month is less than or equal to December"
 ]
}

 The dataset includes 116 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025958-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/xnaium
title: Replication Data for: Place Types

description: Data and code to replicate tables and figures in "Place Types" in Canadian Journal of Political Science.
DOI: 10.15139/s3/z3mp7c
title: Data Management and Sharing Plan for: Brain Structural Biomarkers of risk and resilience to pain chronification

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: 10.15468/dl.262fx8
title: Occurrence Download

description: A dataset containing 2965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is USA.23_1",
 "Month is one of (May, June, July)",
 "OccurrenceStatus is Present",
 "TaxonKey is Setophaga kirtlandii",
 "Year 2023-2025"
 ]
}

 The dataset includes 2965 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025959-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugfsxq
title: Occurrence Download

description: A dataset listing the 147 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Actualización de la taxonomía y distribución de los anfibios y reptiles de San Luis Potosí"
 ]
}

 The dataset's 147 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025946-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psq5cc
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus spinifex",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2014",
 "Month is greater than or equal to January",
 "Month is less than or equal to December"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025961-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wws8c
title: Occurrence Download

description: A dataset containing 4106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neopestalotiopsis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4106 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025960-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jc8kn
title: Occurrence Download

description: A dataset containing 16206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is USA.23_1",
 "Month is one of (May, June, July)",
 "OccurrenceStatus is Present",
 "TaxonKey is Hylocichla mustelina",
 "Year 2023-2025"
 ]
}

 The dataset includes 16206 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025962-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17162670
title: ODAQ v1.5: Additional Data for Investigating the Impact of Stereo Processing

description: ODAQ v1.5 is an extension of ODAQ with additional audio samples and subjective test results for investigating the impact of stereo processing. These additional audio samples now include sources with different levels of stereo width (i.e., center, wide, hard-panned), and the content ranges from solo instruments to dialogue with background music and effects. 

Highlights



Each of the 176 audio samples is rated by 16 expert listeners. 

6 processing method classes (i.e., SHLR, SHMS, SHmix, QNLR, QNMS, QNmix) are included; each operating at 5 different quality levels, plus anchor conditions. 

The dataset is released with permissive licenses, please refer to _license_disclaimer.txt for full details.


Package Structure



The top-level folder contains:



_license_disclaimer.txt and _detailed_license.csv detailing the license agreement

The following subfolders.



ODAQ_v1.5_unprocessedThis folder contains the original "unprocessed" audio material.

ODAQ_v1.5_listening_testThis folder contains the audio samples used in the listening test and the listening test results both as individual result files (.xml) and as aggregated .csv table. 

ODAQ_v1.5_trainingThis folder contains the audio samples used during the training phase preceeding the main phase of the listening test.

ODAQ_v1.5_additional_SH_items This folder contains the audio samples used in the additional test with 8 expert listeners and the results as aggregated .csv table.


Useful Links



Paper: https://aes2.org/publications/elibrary-page/?id=23039

GitHub project page: https://github.com/Fraunhofer-IIS/ODAQ/

Listening test app: https://github.com/Netflix-Skunkworks/listening-test-app


 

Call for Contributions

We make this data available to the community and we welcome contributions and extensions from the community!
DOI: 10.5281/zenodo.17162669
title: ODAQ v1.5: Additional Data for Investigating the Impact of Stereo Processing

description: ODAQ v1.5 is an extension of ODAQ with additional audio samples and subjective test results for investigating the impact of stereo processing. These additional audio samples now include sources with different levels of stereo width (i.e., center, wide, hard-panned), and the content ranges from solo instruments to dialogue with background music and effects. 

Highlights



Each of the 176 audio samples is rated by 16 expert listeners. 

6 processing method classes (i.e., SHLR, SHMS, SHmix, QNLR, QNMS, QNmix) are included; each operating at 5 different quality levels, plus anchor conditions. 

The dataset is released with permissive licenses, please refer to _license_disclaimer.txt for full details.


Package Structure



The top-level folder contains:



_license_disclaimer.txt and _detailed_license.csv detailing the license agreement

The following subfolders.



ODAQ_v1.5_unprocessedThis folder contains the original "unprocessed" audio material.

ODAQ_v1.5_listening_testThis folder contains the audio samples used in the listening test and the listening test results both as individual result files (.xml) and as aggregated .csv table. 

ODAQ_v1.5_trainingThis folder contains the audio samples used during the training phase preceeding the main phase of the listening test.

ODAQ_v1.5_additional_SH_items This folder contains the audio samples used in the additional test with 8 expert listeners and the results as aggregated .csv table.


Useful Links



Paper: https://aes2.org/publications/elibrary-page/?id=23039

GitHub project page: https://github.com/Fraunhofer-IIS/ODAQ/

Listening test app: https://github.com/Netflix-Skunkworks/listening-test-app


 

Call for Contributions

We make this data available to the community and we welcome contributions and extensions from the community!
DOI: 10.15468/dl.k569wv
title: Occurrence Download

description: A dataset containing 709 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Actualización de la taxonomía y distribución de los anfibios y reptiles de San Luis Potosí"
 ]
}

 The dataset includes 709 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025963-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vu4un5
title: Occurrence Download

description: A dataset containing 28039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is USA.23_1",
 "Month is one of (May, June, July)",
 "OccurrenceStatus is Present",
 "TaxonKey is Sialia sialis",
 "Year 2023-2025"
 ]
}

 The dataset includes 28039 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025964-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msmzfs
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2014",
 "Month is greater than or equal to January",
 "Month is less than or equal to December"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025966-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzp392
title: Occurrence Download

description: A dataset containing 10374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is TUR",
 "OccurrenceStatus is Present",
 "TaxonKey is Psittacula krameri"
 ]
}

 The dataset includes 10374 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025965-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.