cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/pcra-c14-242980
title: Home & foreign missions topics, vol. 38, no. 1 (2002 Winter)

description: [description english/roman)] Home & foreign missions topics, vol. 38, no. 1 (Winter 2002).
DOI: 10.15468/dl.ergqfw
title: Occurrence Download

description: A dataset containing 1778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Arctocephalus pusillus (Schreber, 1775)",
 "Year 2000-2022"
 ]
}

 The dataset includes 1778 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156589-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2shjb
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vellozia graminea Pohl"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042520-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eryr7k
title: Occurrence Download

description: A dataset containing 470745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Phasianus colchicus Linnaeus, 1758"
 ]
}

 The dataset includes 470745 records from 792 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016581-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-18039
title: Minute book no. 13, PMU, AoG GB, OMC, Sept. 1943-1946

description: [description english/roman)] Assemblies of God [AoG] Home Reference Missionary Council minute Book No. 13 including Home Reference Missionary Council annual statement, 61 pages of index followed by 207 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.15468/dl.6jepeu
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crambe scaberrima Webb ex Bramwell"
 ]
}

 The dataset includes 205 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148062-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-18024
title: Minute book no. 13, PMU, AoG GB, OMC, Sept. 1943-1946

description: [description english/roman)] Assemblies of God [AoG] Home Reference Missionary Council minute Book No. 13 including Home Reference Missionary Council annual statement, 61 pages of index followed by 207 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.15468/dl.4mvgxs
title: Occurrence Download

description: A dataset containing 1458 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dermophis mexicanus (Duméril & Bibron, 1841)"
 ]
}

 The dataset includes 1458 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001650-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmuu9j
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Messor capitatus (Latreille, 1798)"
 ]
}

 The dataset includes 389 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026083-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsxyxa
title: Occurrence Download

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

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016624-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-18016
title: Minute book no. 13, PMU, AoG GB, OMC, Sept. 1943-1946

description: [description english/roman)] Assemblies of God [AoG] Home Reference Missionary Council minute Book No. 13 including Home Reference Missionary Council annual statement, 61 pages of index followed by 207 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.15468/dl.hwktdj
title: Occurrence Download

description: A dataset containing 769 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boechera fendleri (S.Watson) W.A.Weber"
 ]
}

 The dataset includes 769 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156534-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e241126
title: HIFLD OPEN Warning Signal Stations (USACE IENC)

description: The USACE IENCs coverage area consists of 7,260 miles across 21 rivers primarily located in the Central United States. IENCs apply to inland waterways that are maintained for navigation by USACE for shallow-draft vessels (e.g., maintained at a depth of 9-14 feet, dependent upon the waterway project authorization). Generally, IENCs are produced for those commercially navigable waterways which the National Oceanic and Atmospheric Administration (NOAA) does not produce Electronic Navigational Charts (ENCs). However, Special Purpose IENCs may be produced in agreement with NOAA.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025.
DOI: 10.5281/zenodo.17882563
title: SFCC Dataset

description: This is the dataset for SFCC used in our manuscript.
DOI: 10.5281/zenodo.17882564
title: SFCC Dataset

description: This is the dataset for SFCC used in our manuscript.
DOI: 10.3886/e241126v1
title: HIFLD OPEN Warning Signal Stations (USACE IENC)

description: The USACE IENCs coverage area consists of 7,260 miles across 21 rivers primarily located in the Central United States. IENCs apply to inland waterways that are maintained for navigation by USACE for shallow-draft vessels (e.g., maintained at a depth of 9-14 feet, dependent upon the waterway project authorization). Generally, IENCs are produced for those commercially navigable waterways which the National Oceanic and Atmospheric Administration (NOAA) does not produce Electronic Navigational Charts (ENCs). However, Special Purpose IENCs may be produced in agreement with NOAA.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025.
DOI: 10.15468/dl.fdaxnv
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dorvillea angolana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045161-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26078/vayw-8a52
title: Data for "Large projected increases in area burned and wildfire frequency by 2050 in Utah, USA"vv
DOI: 10.15131/shef.data.28227974.v3
title: Outlier Set Two-step Method (OSTI)

description: These files are supplements to the paper titled 'A robust unsupervised method for outlier set detection'.This paper identifies and addresses the need for a robust method that identifies sets of points that collectively deviate from typical patterns in a dataset, which it calls "outlier sets'', while excluding individual points from detection. This new methodology, Outlier Set Two-step Identification (OSTI) employs a two-step approach to detect and label these outlier sets. First, it uses Gaussian Mixture Models for probabilistic clustering, identifying candidate outlier sets based on cluster weights below a predetermined threshold. Second, OSTI measures the Inter-cluster Mahalanobis distance between each candidate outlier set's centroid and the overall dataset mean. OSTI then tests the null hypothesis that this distance does not significantly differ from its theoretical chi-square distribution, enabling the formal detection of outlier sets. We test OSTI systematically on 8,000 synthetic 2D datasets across various inlier configurations and thousands of possible outlier set characteristics. Results show OSTI robustly and consistently detects outlier sets with an average F1 score of 0.92 and an average purity (the degree to which outlier sets identified correspond to those generated synthetically, i.e., our ground truth) of 98.58%. We also compare OSTI with state-of-the-art outlier detection methods, to illuminate how OSTI fills a gap as a tool for the exclusive detection of outlier sets.
DOI: 10.15131/shef.data.28227974
title: Outlier Set Two-step Method (OSTI)

description: These files are supplements to the paper titled 'A robust unsupervised method for outlier set detection'.This paper identifies and addresses the need for a robust method that identifies sets of points that collectively deviate from typical patterns in a dataset, which it calls "outlier sets'', while excluding individual points from detection. This new methodology, Outlier Set Two-step Identification (OSTI) employs a two-step approach to detect and label these outlier sets. First, it uses Gaussian Mixture Models for probabilistic clustering, identifying candidate outlier sets based on cluster weights below a predetermined threshold. Second, OSTI measures the Inter-cluster Mahalanobis distance between each candidate outlier set's centroid and the overall dataset mean. OSTI then tests the null hypothesis that this distance does not significantly differ from its theoretical chi-square distribution, enabling the formal detection of outlier sets. We test OSTI systematically on 8,000 synthetic 2D datasets across various inlier configurations and thousands of possible outlier set characteristics. Results show OSTI robustly and consistently detects outlier sets with an average F1 score of 0.92 and an average purity (the degree to which outlier sets identified correspond to those generated synthetically, i.e., our ground truth) of 98.58%. We also compare OSTI with state-of-the-art outlier detection methods, to illuminate how OSTI fills a gap as a tool for the exclusive detection of outlier sets.
DOI: 10.15131/shef.data.28227974.v2
title: Outlier Set Two-step Method (OSTI)

description: These files are supplements to the paper titled 'A Robust Two-step Method for Detection of Outlier Sets'.
DOI: 10.15468/dl.mqasr3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((104.096 -3.440834, 104.025611 -3.446398, 103.956952 -3.462953, 103.891712 -3.490093, 103.831496 -3.52715, 103.777785 -3.573212, 103.731901 -3.627147, 103.694974 -3.687627, 103.667914 -3.753166, 103.65139 -3.822149, 103.645811 -3.892879, 103.651316 -3.963616, 103.667773 -4.032616, 103.694779 -4.09818, 103.731672 -4.158694, 103.777545 -4.212665, 103.831267 -4.258764, 103.891518 -4.295853, 103.956811 -4.323019, 104.025536 -4.339591, 104.096 -4.345161, 104.166464 -4.339591, 104.235189 -4.323019, 104.300482 -4.295853, 104.360733 -4.258764, 104.414455 -4.212665, 104.460328 -4.158694, 104.497221 -4.09818, 104.524227 -4.032616, 104.540684 -3.963616, 104.546189 -3.892879, 104.54061 -3.822149, 104.524086 -3.753166, 104.497026 -3.687627, 104.460099 -3.627147, 104.414215 -3.573212, 104.360504 -3.52715, 104.300288 -3.490093, 104.235048 -3.462953, 104.166389 -3.446398, 104.096 -3.440834))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045162-251120083545085/datasets/export for details.
DOI: 10.15468/dl.quvx7s
title: Occurrence Download

description: A dataset containing 12681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((1.36632 45.79527,7.48455 45.79527,7.48455 48.16926,1.36632 48.16926,1.36632 45.79527))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lanius excubitor"
 ]
}

 The dataset includes 12681 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045164-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx6ebt
title: Occurrence Download

description: A dataset containing 853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Culicoides obsoletus",
 "Year 1950-2025"
 ]
}

 The dataset includes 853 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045165-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17882128
title: Maps and Models for Review
DOI: 10.5281/zenodo.17882127
title: Maps and Models for Review
DOI: 10.15131/shef.data.28678187.v3
title: Favorite Music Expresses Socially Engaging Emotions: The Role of Self-Construal Across Cultures - Data Analysis

description: This contains the analysis for Chapter Three, <i>Favorite Music Expresses Socially Engaging Emotions: The Role of Self-Construal Across Cultures,</i> of the doctoral thesis - <i>mUSic or musIc?: Examining the Role of Self-Construal in Affective Experiences with Music Across Cultures.</i> This research presents two empirical studies examining how self-construal shapes the emotions elicited by favourite music. Supplementary materials are also included.This study received ethical approval via the University of Sheffield's ethics review procedure (application reference #049931 & #053922).
DOI: 10.15131/shef.data.28678187
title: Favorite Music Expresses Socially Engaging Emotions: The Role of Self-Construal Across Cultures - Data Analysis

description: This contains the analysis for Chapter Three, <i>Favorite Music Expresses Socially Engaging Emotions: The Role of Self-Construal Across Cultures,</i> of the doctoral thesis - <i>mUSic or musIc?: Examining the Role of Self-Construal in Affective Experiences with Music Across Cultures.</i> This research presents two empirical studies examining how self-construal shapes the emotions elicited by favourite music. Supplementary materials are also included.This study received ethical approval via the University of Sheffield's ethics review procedure (application reference #049931 & #053922).
DOI: 10.15131/shef.data.28678187.v2
title: Favorite Music Expresses Socially Engaging Emotions: The Role of Self-Construal Across Cultures - Data Analysis

description: This contains the analysis for Chapter Three, <i>Favorite Music Expresses Socially Engaging Emotions: The Role of Self-Construal Across Cultures,</i> of the doctoral thesis - <i>mUSic or musIc?: Examining the Role of Self-Construal in Affective Experiences with Music Across Cultures.</i> This research presents two empirical studies examining how self-construal shapes the emotions elicited by favourite music.This study received ethical approval via the University of Sheffield's ethics review procedure (application reference #049931 & #053922).
DOI: 10.15468/dl.7uuux6
title: Occurrence Download

description: A dataset containing 163767 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus"
 ]
}

 The dataset includes 163767 records from 339 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045124-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrxz2b
title: Occurrence Download

description: A dataset containing 2414839 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pieris brassicae"
 ]
}

 The dataset includes 2414839 records from 3644 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045120-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive13705.20240916.9.1
title: Paracoccus versutus (Harrison 1983) Katayama et al. 1996

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13706.20240916.9.1
title: Paracoccus pantotrophus (Robertson and Kuenen 1984) Rainey et al. 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13707.20240510.9
title: Paracoccus pantotrophus (Robertson and Kuenen 1984) Rainey et al. 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13708.20240510.9
title: Paracoccus pantotrophus (Robertson and Kuenen 1984) Rainey et al. 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13709.20240916.9.1
title: Paracoccus pantotrophus (Robertson and Kuenen 1984) Rainey et al. 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13710.20240510.9
title: Paracoccus pantotrophus (Robertson and Kuenen 1984) Rainey et al. 1999

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13711.20240916.9.1
title: Paracoccus alcaliphilus Urakami et al. 1989

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13712.20240510.9
title: Paracoccus kocurii Ohara et al. 1990

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13713.20240916.9.1
title: Paracoccus aminovorans Urakami et al. 1990

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13714.20240916.9.1
title: Paracoccus aminophilus Urakami et al. 1990

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13715.20240916.9.1
title: Paracoccus solventivorans Siller et al. 1996 emend. Lipski et al. 1998

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13716.20240510.9
title: Paracoccus solventivorans Siller et al. 1996 emend. Lipski et al. 1998

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13717.20240916.9.1
title: Paracoccus alkenifer Lipski et al. 1998

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13718.20240510.9
title: Paracoccus sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13719.20240510.9
title: Paracoccus sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13720.20240916.9.1
title: Paracoccus seriniphilus Pukall et al. 2003

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13721.20240916.9.1
title: Paracoccus bogoriensis Osanjo et. al.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13722.20240916.9.1
title: Paracoccus homiensis Kim et al. 2006

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13723.20240510.9
title: Paracoccus yeei Daneshvar et al. 2003

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13724.20240510.9
title: Paracoccus yeei Daneshvar et al. 2003

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13725.20240510.9
title: Paracoccus yeei Daneshvar et al. 2003

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13726.20240916.9.1
title: Paracoccus bengalensis Ghosh et al. 2006

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13727.20240916.9.1
title: Paracoccus aestuarii Roh et al. 2009

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13728.20240916.9.1
title: Paracoccus saliphilus Wang et al. 2009

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive13729.20240916.9.1
title: Paracoccus isoporae Chen et al. 2011

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.