cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc111126509
title: Temple messenger tablet, UT 1599-29

description: [Text Description:] Temple messenger tablet with a list of provisions. Fine writing. ❧ [Text or Publication Number Note:] UT 1599-29 ❧ [Excavation Description:] Tello ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet, pink-brown color. Fragile. Glue traces on obverse. LABEL: "1599-29" in black ink, "3P" in black marker. 3.5 x 2.5cm.
DOI: 10.25549/inscriptifact-ouc111126466
title: Contract, UT 1599-30

description: [Text Description:] Contract. Fine writing. ❧ [Text or Publication Number Note:] UT 1599-30 ❧ [Excavation Description:] Nippur? ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Large rectangular clay tablet, black-brown color. Fragile; large saltpeter crystals. Very fine writing. 10.5 x 6cm.
DOI: 10.15468/dl.8gtxx3
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-48.47168 -29.15216,-46.27441 -26.43123,-47.06543 -23.64452,-48.03223 -21.37124,-53.39355 -21.28937,-55.23926 -23.32208,-56.29395 -25.48295,-55.85449 -27.83908,-53.39355 -30.90222,-50.22949 -31.27855,-48.47168 -29.15216))",
 "Geometry POLYGON((-46.42822 -22.87744,-45.19775 -24.20689,-42.29736 -23.07973,-43.04443 -21.77991,-43.92334 -20.59165,-45.68115 -20.96144,-46.42822 -22.87744))"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Galium megapotamicum Spreng.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 74 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050946-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111126471
title: Contract, UT 1599-30

description: [Text Description:] Contract. Fine writing. ❧ [Text or Publication Number Note:] UT 1599-30 ❧ [Excavation Description:] Nippur? ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Large rectangular clay tablet, black-brown color. Fragile; large saltpeter crystals. Very fine writing. 10.5 x 6cm.
DOI: 10.25549/inscriptifact-ouc111126469
title: Contract, UT 1599-30

description: [Text Description:] Contract. Fine writing. ❧ [Text or Publication Number Note:] UT 1599-30 ❧ [Excavation Description:] Nippur? ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Large rectangular clay tablet, black-brown color. Fragile; large saltpeter crystals. Very fine writing. 10.5 x 6cm.
DOI: 10.15468/dl.bjk38p
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Elysia timida (Risso, 1818)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 146 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064933-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111126472
title: Temple messenger tablet, UT 1599-29

description: [Text Description:] Temple messenger tablet with a list of provisions. Fine writing. ❧ [Text or Publication Number Note:] UT 1599-29 ❧ [Excavation Description:] Tello ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet, pink-brown color. Fragile. Glue traces on obverse. LABEL: "1599-29" in black ink, "3P" in black marker. 3.5 x 2.5cm.
DOI: 10.15468/dl.w28v7h
title: Occurrence Download

description: A dataset containing 315530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "HasCoordinate is true",
 "TaxonKey is Pinus halepensis Mill.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 315530 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065081-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111358439
title: Persepolis Fortification Elamite Tablet 1270.101, Fort 1270.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 1270.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge. ❧ [Physical Object Note:] Several fragments joined together. Areas of all sides broken, damaged. Right edge missing. ❧ [Physical Object Note:] Top fragment one tablet number, bottom assembly the second?
DOI: 10.25549/inscriptifact-ouc111126478
title: Contract, UT 1599-30

description: [Text Description:] Contract. Fine writing. ❧ [Text or Publication Number Note:] UT 1599-30 ❧ [Excavation Description:] Nippur? ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Large rectangular clay tablet, black-brown color. Fragile; large saltpeter crystals. Very fine writing. 10.5 x 6cm.
DOI: 10.15468/dl.8c4qdr
title: Occurrence Download

description: A dataset containing 15988416 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Spain",
 "Year 2000-2020"
 ]
}

 The dataset includes 15988416 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029743-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111126483
title: Contract, UT 1599-30

description: [Text Description:] Contract. Fine writing. ❧ [Text or Publication Number Note:] UT 1599-30 ❧ [Excavation Description:] Nippur? ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Large rectangular clay tablet, black-brown color. Fragile; large saltpeter crystals. Very fine writing. 10.5 x 6cm.
DOI: 10.15468/dl.vgv7ch
title: Occurrence Download

description: A dataset containing 500917 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "TaxonKey is Carduelis chloris (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 500917 records from 480 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058877-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9b7byq
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Ocotea bullata (Burch. ex Nees) E.Mey."
 ]
}

 The dataset includes 233 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021142-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmhye8
title: Occurrence Download

description: A dataset containing 1192 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prosopis alba Griseb."
 ]
}

 The dataset includes 1192 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021143-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgftfz
title: Occurrence Download

description: A dataset containing 1761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Boana xerophylla (Duméril & Bibron, 1841)"
 ]
}

 The dataset includes 1761 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013524-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15020368
title: Supporting material for "Enhancing debris flow warning via machine learning feature reduction and model selection"

description: Supporting material list:

0, Features that calculate based on Provost et al 2017, Chmiel et al. 2021, and Zhou et al 2024; 

1, Manually labeld debris flow start and end time;

2, Source code for the machine learning model that used in our work;

3, Trained model that descripted in our work;

 

Note: Please check our GitHub codebase for the latest changes.https://github.com/Qi-Zhou-Geo/Flow-Alert.git

 
description: Provost, Floriane, Clément Hibert, and J‐P. Malet. "Automatic classification of endogenous landslide seismicity using the Random Forest supervised classifier." Geophysical Research Letters 44, no. 1 (2017): 113-120.

Chmiel, Małgorzata, Fabian Walter, Michaela Wenner, Zhen Zhang, Brian W. McArdell, and Clement Hibert. "Machine learning improves debris flow warning." Geophysical Research Letters 48, no. 3 (2021): e2020GL090874.

Zhou, Qi, Hui Tang, Jens M. Turowski, Jean Braun, Michael Dietze, Fabian Walter, Ci‐Jian Yang, and Sophie Lagarde. "Benford's law as debris flow detector in seismic signals." Journal of Geophysical Research: Earth Surface 129, no. 9 (2024): e2024JF007691.
DOI: 10.15468/dl.nqe7bs
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Duplachionaspis divergens (Green, 1899)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013526-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15042206
title: Data and Supplementary Materials for the paper: Big Five Personality Traits and Student Engagement: A Systematic Review
title: Big Five and Engagement types

description: This dataset contains the complete supplementary materials for our systematic review examining the relationships between Big Five personality traits and student engagement dimensions across educational contexts. The data files provide comprehensive documentation of our methodology, analysis, and findings to ensure transparency and reproducibility.

Contents





Quality Assessment Documentation: Detailed evaluation of 22 included studies using the QATSDD tool with ratings across 7 methodological criteria.




Effect Size Tables: Comprehensive compilation of correlation coefficients and statistical data for relationships between:



Each Big Five trait (Conscientiousness, Openness, Extraversion, Agreeableness, Neuroticism)

Three engagement dimensions (behavioral, emotional, cognitive)

Including confidence intervals, heterogeneity statistics, and weighted means





Methodological Materials:



Complete search strategy with exact strings used across six databases

PRISMA flow diagram documenting the study selection process

Full PRISMA checklist with manuscript locations

Engagement classification framework and procedure





Raw Data and Analysis Documentation:



Raw effect size dataset with original statistics as reported in primary studies

Effect size conversion formulas and calculations for standardization

Moderator analysis tables examining educational level, learning modality, and cultural context





Educational Applications:



Trait-specific educational strategies table with implementation approaches and supporting evidence




These data files support our comprehensive analysis of how personality traits relate to student engagement across different educational contexts and represent the foundation for the conclusions presented in our systematic review.
DOI: 10.5281/zenodo.15042207
title: Data and Supplementary Materials for the paper: Big Five Personality Traits and Student Engagement: A Systematic Review
title: Big Five and Engagement types

description: This dataset contains the complete supplementary materials for our systematic review examining the relationships between Big Five personality traits and student engagement dimensions across educational contexts. The data files provide comprehensive documentation of our methodology, analysis, and findings to ensure transparency and reproducibility.

Contents





Quality Assessment Documentation: Detailed evaluation of 22 included studies using the QATSDD tool with ratings across 7 methodological criteria.




Effect Size Tables: Comprehensive compilation of correlation coefficients and statistical data for relationships between:



Each Big Five trait (Conscientiousness, Openness, Extraversion, Agreeableness, Neuroticism)

Three engagement dimensions (behavioral, emotional, cognitive)

Including confidence intervals, heterogeneity statistics, and weighted means





Methodological Materials:



Complete search strategy with exact strings used across six databases

PRISMA flow diagram documenting the study selection process

Full PRISMA checklist with manuscript locations

Engagement classification framework and procedure





Raw Data and Analysis Documentation:



Raw effect size dataset with original statistics as reported in primary studies

Effect size conversion formulas and calculations for standardization

Moderator analysis tables examining educational level, learning modality, and cultural context





Educational Applications:



Trait-specific educational strategies table with implementation approaches and supporting evidence




These data files support our comprehensive analysis of how personality traits relate to student engagement across different educational contexts and represent the foundation for the conclusions presented in our systematic review.
DOI: 10.15468/dl.bx9b8z
title: Occurrence Download

description: A dataset containing 15441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample, Machine Observation, Human Observation)",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Sula leucogaster (Boddaert, 1783), Spatula cyanoptera (Vieillot, 1816), Sarkidiornis sylvicola H.Ihering & R.Ihering, 1907, Psarocolius cassini (Richmond, 1898), Penelope perspicax Bangs, 1911, Neomorphus radiolosus P.L.Sclater & Salvin, 1878, Cephalopterus penduliger P.L.Sclater, 1859, Ammodramus savannarum (J.F.Gmelin, 1789))"
 ]
}

 The dataset includes 15441 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013528-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxzena
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Colombia",
 "Geometry POLYGON((-77.85414 2.76801,-77.71736 2.65438,-77.55807 2.68459,-77.46866 2.94165,-77.47984 3.01429,-77.66415 2.94125,-77.85414 2.76801))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phyllobates terribilis Myers, Daly & Malkin, 1978",
 "Year 2005-2025"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013529-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48511/6amjwcrk
title: Fitzstubbs Creek Hydrometric (MCKFIT01H)

description: This dataset contains hydrometric and water temperature data for Fitzstubbs Creek hydrometric station. This site is part of the Living Lakes Canada Columbia Basin Water Monitoring Framework program (CBWMF). The CBWMF is a coordinated monitoring network that tracks how climate change and other impacts are affecting water supply for communities and ecosystems across the Canadian Columbia Basin region. Fitzstubbs Creek was selected for monitoring as a tributary of the larger Wilson Creek. Wilson Creek and Fitzstubbs Creek were both identified as community priorities. The data is being collected to track the impacts of climate change on Columbia Basin water supply and support community climate adaptation.
DOI: 10.5281/zenodo.15036724
title: Pool PaRTI protein sequence embeddings and residue importance scores for ESM-2 650M and protBERT

description: This dataset is version 2 of zenodo.org/records/14080821 for the paper titled "Pool PaRTI: A PageRank-Based Pooling Method for Identifying Critical Residues and Enhancing Protein Sequence Representations."

 

For two different PLMs (ESM-2 650M and protBERT) and more than 20,000 proteins on UniProt (encapsulating all Homo sapiens proteins), we present

1) the protein sequence embeddings generated by Pool PaRTI

2) the importance weights assigned to each residue of every protein by Pool PaRTI in the npz files. 

The individual proteins are indexed by their UniProt accession codes. If you need to generate sequence embeddings or get residue importance values for sequences not in the dataset, please follow the repo with the link below to generate the desired output. 

github.com/Helix-Research-Lab/Pool_PaRTI.git

 

You can also reach out to the authors for any clarification.
DOI: 10.5281/zenodo.15036725
title: Pool PaRTI protein sequence embeddings and residue importance scores for ESM-2 650M and protBERT

description: This dataset is version 2 of zenodo.org/records/14080821 for the paper titled "Pool PaRTI: A PageRank-Based Pooling Method for Identifying Critical Residues and Enhancing Protein Sequence Representations."

 

For two different PLMs (ESM-2 650M and protBERT) and more than 20,000 proteins on UniProt (encapsulating all Homo sapiens proteins), we present

1) the protein sequence embeddings generated by Pool PaRTI

2) the importance weights assigned to each residue of every protein by Pool PaRTI in the npz files. 

The individual proteins are indexed by their UniProt accession codes. If you need to generate sequence embeddings or get residue importance values for sequences not in the dataset, please follow the repo with the link below to generate the desired output. 

github.com/Helix-Research-Lab/Pool_PaRTI.git

 

You can also reach out to the authors for any clarification.
DOI: 10.15468/dl.svh6am
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Occurrence evidence, Human Observation)",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nicotiana tabacum L.",
 "Year 1000-2025"
 ]
}

 The dataset includes 357 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013532-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rebny7
title: Occurrence Download

description: A dataset containing 7525 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pica mauritanica Malherbe, 1845"
 ]
}

 The dataset includes 7525 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013531-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3p69pw
title: Occurrence Download

description: A dataset containing 9388176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9388176 records from 2158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013480-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rxmtv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Zanthoxylum rhetsa (Roxb.) DC."
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006018-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ptdqv
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclura ricordi (Duméril & Bibron, 1837)"
 ]
}

 The dataset includes 88 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181625-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65dbi5
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is India",
 "StateProvince is assam state"
 ]
}

 The dataset includes 417 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031095-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ry9wfx
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galium bellatulum Klokov"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007775-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdwckp
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((20.47571 -19.51282,50.52429 -19.51282,50.52429 -7.48718,20.47571 -7.48718,20.47571 -19.51282))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Corematodus shiranus Boulenger, 1897"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224535-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bi5giv
title: Occurrence Download

description: A dataset containing 23610 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Congo",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 23610 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031095-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.