cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/72v9-ke81
title: Xinjiang1 testate amoebae surface sample dataset

description: Raw data for the Xinjiang1 testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/wa5e-ss75
title: Bowser's Farm ostracode surface sample dataset

description: Raw data for the Bowser's Farm ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15358507
title: Metagenomics project
DOI: 10.5281/zenodo.15359021
title: Metagenomics project
DOI: 10.5281/zenodo.15368588
title: Metagenomics project
DOI: 10.21233/zb1z-hz86
title: Taquitz Meadow pollen surface sample dataset

description: Raw data for the Taquitz Meadow pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/yv2y-qs32
title: Zhuanglin testate amoebae surface sample dataset

description: Raw data for the Zhuanglin testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/dvkx-2676
title: Elm pollen dataset

description: Raw data for the Elm pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.3sznrw
title: Occurrence Download

description: A dataset listing the 4355 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is FLOTROP, a massive contribution to plant diversity data for open ecosystems in Tropical Africa."
 ]
}

 The dataset's 4355 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022402-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/g56e-8205
title: Lake Santa Rosa pollen dataset

description: Raw data for the Lake Santa Rosa pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/1cwn-3t57
title: Haleakalā Volcano 5L pollen surface sample dataset

description: Raw data for the Haleakalā Volcano 5L pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/5nz6-hs06
title: Mott 1974 Site 8 pollen surface sample dataset

description: Raw data for the Mott 1974 Site 8 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/6wj7-eq92
title: Lock A Local Fauna vertebrate fauna dataset

description: Raw data for the Lock A Local Fauna vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/9nv9-3844
title: LDDsite4926 ostracode surface sample dataset

description: Raw data for the LDDsite4926 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.fa7tws
title: Occurrence Download

description: A dataset containing 159526 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barbarea vulgaris (L.) W.T.Aiton"
 ]
}

 The dataset includes 159526 records from 1357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022398-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/vbbp-ce69
title: Bartke Mound [21PO1] vertebrate fauna dataset

description: Raw data for the Bartke Mound [21PO1] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.qffjs6
title: Occurrence Download

description: A dataset containing 129700 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spergularia rubra (L.) J.Presl & C.Presl"
 ]
}

 The dataset includes 129700 records from 1355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022396-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110587583
title: Persepolis Fortification Aramaic Text 180, PFAT 180

description: [Text Description:] Administrative text with seals PFATS 0054s; PFATS 0210s; PFUTS 0110s ❧ [Text or Publication Number Note:] PFAT 180, Bowman 180 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0054s bottom edge; PFATS 0210s reverse, PFUTS 0110s upper edge.
DOI: 10.25549/inscriptifact-ouc110588990
title: Persepolis Fortification Anepigraphic Tablet 0547.102, PFAnep 0547.102

description: [Text Description:] Administrative Text ❧ [Text or Publication Number Note:] PFAnep 0547.102 ❧ [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-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse
DOI: 10.17632/jfbpcvnj6p
title: BRR Reproducibility Dataset (for SSRN 5574930)

description: BRR Reproducibility Dataset (for SSRN 5574930)

This dataset accompanies the preprint:
“The Buffer–Redundancy Rule: A Cross-domain Law of Stability and Entropy Delay” (SSRN 5574930).

WHAT’S INCLUDED
- BRR_Symbols_Terminology.csv — machine-readable symbols/terminology table (Appendix A, data version)
- BRR_FailureModes_Boundaries.csv — machine-readable failure modes & boundaries table (Appendix B, data version)
- BRR_HashRecords.csv — SHA-256 fingerprints incl. canonical SSRN PDF (v1.0) hash
- README.txt — how to use the files & reproduction notes
- CITATION.json — citation metadata
- SHA256SUMS.txt — checksums of all files in this dataset

POLICY NOTE
This dataset intentionally excludes any article-like PDF to comply with Mendeley Data policy. 
Please download the canonical article from SSRN (ID 5574930).

REPRODUCTION NOTES (summary)
Use your own `reproduce_fig3.py` with `experiment_case.csv` (see BRR_HashRecords.csv for locked hashes).
Suggested command:
 python reproduce_fig3.py --input experiment_case.csv --output Fig3_reproduced.png

VERSION & LICENCE
Dataset version: v1.1 (UTC)
Canonical SSRN ID: 5574930
Canonical SSRN PDF SHA-256 (v1.0):
0ad607c14650416d3a38ff5e0e6895264d4c68b9a8c36ac8b2312663011dcf85
Licence: CC BY 4.0
Contact: Chenyi Wu (Independent Researcher)
DOI: 10.13140/rg.2.2.23939.16166
title: AGUILERA_2025_DIAGRAMA_DE_TEMAS_PARA_INVESTIGACION
DOI: 10.25549/inscriptifact-ouc110588978
title: Persepolis Fortification Anepigraphic Tablet 0547.102, PFAnep 0547.102

description: [Text Description:] Administrative Text ❧ [Text or Publication Number Note:] PFAnep 0547.102 ❧ [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-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse
DOI: 10.17632/jfbpcvnj6p.2
title: BRR Reproducibility Dataset (for SSRN 5574930)

description: BRR Reproducibility Dataset (for SSRN 5574930)

This dataset accompanies the preprint:
“The Buffer–Redundancy Rule: A Cross-domain Law of Stability and Entropy Delay” (SSRN 5574930).

WHAT’S INCLUDED
- BRR_Symbols_Terminology.csv — machine-readable symbols/terminology table (Appendix A, data version)
- BRR_FailureModes_Boundaries.csv — machine-readable failure modes & boundaries table (Appendix B, data version)
- BRR_HashRecords.csv — SHA-256 fingerprints incl. canonical SSRN PDF (v1.0) hash
- README.txt — how to use the files & reproduction notes
- CITATION.json — citation metadata
- SHA256SUMS.txt — checksums of all files in this dataset

POLICY NOTE
This dataset intentionally excludes any article-like PDF to comply with Mendeley Data policy. 
Please download the canonical article from SSRN (ID 5574930).

REPRODUCTION NOTES (summary)
Use your own `reproduce_fig3.py` with `experiment_case.csv` (see BRR_HashRecords.csv for locked hashes).
Suggested command:
 python reproduce_fig3.py --input experiment_case.csv --output Fig3_reproduced.png

VERSION & LICENCE
Dataset version: v1.1 (UTC)
Canonical SSRN ID: 5574930
Canonical SSRN PDF SHA-256 (v1.0):
0ad607c14650416d3a38ff5e0e6895264d4c68b9a8c36ac8b2312663011dcf85
Licence: CC BY 4.0
Contact: Chenyi Wu (Independent Researcher)
DOI: 10.25549/inscriptifact-ouc110587571
title: Persepolis Fortification Aramaic Text 180, PFAT 180

description: [Text Description:] Administrative text with seals PFATS 0054s; PFATS 0210s; PFUTS 0110s ❧ [Text or Publication Number Note:] PFAT 180, Bowman 180 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0054s bottom edge; PFATS 0210s reverse, PFUTS 0110s upper edge.
DOI: 10.25549/inscriptifact-ouc110587547
title: Persepolis Fortification Aramaic Text 180, PFAT 180

description: [Text Description:] Administrative text with seals PFATS 0054s; PFATS 0210s; PFUTS 0110s ❧ [Text or Publication Number Note:] PFAT 180, Bowman 180 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0054s bottom edge; PFATS 0210s reverse, PFUTS 0110s upper edge.
DOI: 10.25549/inscriptifact-ouc110587566
title: Persepolis Fortification Aramaic Text 180, PFAT 180

description: [Text Description:] Administrative text with seals PFATS 0054s; PFATS 0210s; PFUTS 0110s ❧ [Text or Publication Number Note:] PFAT 180, Bowman 180 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0054s bottom edge; PFATS 0210s reverse, PFUTS 0110s upper edge.
DOI: 10.25549/inscriptifact-ouc110587538
title: Persepolis Fortification Aramaic Text 178, PFAT 178

description: [Text Description:] Administrative text with seal PFATS 0007* ❧ [Text or Publication Number Note:] PFAT 178, Bowman 178 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0007* flat edge, obverse, reverse, upper edge.
DOI: 10.13140/rg.2.2.30650.04800
title: Chiriboga_2025_Análisis de la mecatronica
DOI: 10.25549/inscriptifact-ouc110587633
title: Persepolis Fortification Aramaic Text 181, PFAT 181

description: [Text Description:] Administrative text with seals PFATS 0055; PFATS 0043s ❧ [Text or Publication Number Note:] PFAT 181, Bowman 181 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0055 bottom edge, obverse, reverse, upper edge; PFATS 0043s flat edge.
DOI: 10.25549/inscriptifact-ouc110587515
title: Persepolis Fortification Aramaic Text 179, PFAT 179

description: [Text Description:] Administrative text with seal PFATS 0053s ❧ [Text or Publication Number Note:] PFAT 179, Bowman 179 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink and incised inscription. Seal impressions PFATS 0053s flat edge, reverse.
DOI: 10.25549/inscriptifact-ouc110587631
title: Persepolis Fortification Aramaic Text 181, PFAT 181

description: [Text Description:] Administrative text with seals PFATS 0055; PFATS 0043s ❧ [Text or Publication Number Note:] PFAT 181, Bowman 181 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0055 bottom edge, obverse, reverse, upper edge; PFATS 0043s flat edge.
DOI: 10.25549/inscriptifact-ouc110587504
title: Persepolis Fortification Aramaic Text 178, PFAT 178

description: [Text Description:] Administrative text with seal PFATS 0007* ❧ [Text or Publication Number Note:] PFAT 178, Bowman 178 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0007* flat edge, obverse, reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110587605
title: Persepolis Fortification Aramaic Text 181, PFAT 181

description: [Text Description:] Administrative text with seals PFATS 0055; PFATS 0043s ❧ [Text or Publication Number Note:] PFAT 181, Bowman 181 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0055 bottom edge, obverse, reverse, upper edge; PFATS 0043s flat edge.
DOI: 10.25549/inscriptifact-ouc110587493
title: Persepolis Fortification Aramaic Text 178, PFAT 178

description: [Text Description:] Administrative text with seal PFATS 0007* ❧ [Text or Publication Number Note:] PFAT 178, Bowman 178 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0007* flat edge, obverse, reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110587604
title: Persepolis Fortification Aramaic Text 182, PFAT 182

description: [Text Description:] Administrative text with seals PFATS 0255s; PFUTS 0002s ❧ [Text or Publication Number Note:] PFAT 182, Bowman 182 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impressions PFUTS 0002s flat edge; PFATS 0255s reverse.
DOI: 10.25549/inscriptifact-ouc110585823
title: Persepolis Fortification Aramaic Text 148, PFAT 148

description: [Text Description:] Administrative text with seal PFATS 0179s ❧ [Text or Publication Number Note:] PFAT 148, Bowman 148 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impression PFATS 0179s reverse.
DOI: 10.17632/g3vfxhw6rg.1
title: INCREASING THE LEVEL OF READING PROFICIENCY OF GRADE 7 STUDENTS THROUGH THE IMPLEMENTATION OF ENGLISH READING PROGRAM

description: This study aim to know the Level of Reading Proficiency of Grade 7 Students
through the Implementation of English Reading Program. In the school curriculum, reading
is the basic tool in learning. It is the process of getting the meaning and of interpreting
symbols drawn from the printed page and experiencing the image, idea passion or
experience of the author. The purpose of this study is to determine the Increasing Level of
Reading Proficiency of grade 7 students through implementation of English Reading
Program in Bucal National Integrated School. The findings of this study aim to provide a
comprehensive understanding of the effectiveness, readability and level of reading
Proficiency of grade 7 students after the implementation of English reading program. The
study involves of Grade 7 students total of 494 from the eleven (11) sections in Bucal
National Integrated School. The study's findings revealed that Grade 7 students had the
capability to read and comprehend what they read. There are no non-readers from the
post-test with less frustration. It implied that improvements have occurred. Using the
contextualized learning materials at the end of the assessment indicated a move towards
improvement of Grade 7 students reading comprehension. The outcome of this research
will be a big contribution to the school and development of the students towards their
reading comprehension for a better academic outcome. Overall, this study aim to inform
the educators, parents and the students about the importance of reading comprehension.
By recognizing and addressing this challenges effectively, educational stakeholders can
help improve the academic outcomes and overall well-being of Grade 7 students.
DOI: 10.25549/inscriptifact-ouc110587603
title: Persepolis Fortification Aramaic Text 181, PFAT 181

description: [Text Description:] Administrative text with seals PFATS 0055; PFATS 0043s ❧ [Text or Publication Number Note:] PFAT 181, Bowman 181 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0055 bottom edge, obverse, reverse, upper edge; PFATS 0043s flat edge.
DOI: 10.25549/inscriptifact-ouc110585821
title: Persepolis Fortification Aramaic Text 148, PFAT 148

description: [Text Description:] Administrative text with seal PFATS 0179s ❧ [Text or Publication Number Note:] PFAT 148, Bowman 148 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impression PFATS 0179s reverse.
DOI: 10.25549/inscriptifact-ouc110588975
title: Persepolis Fortification Anepigraphic Tablet 0533.102, PFAnep 0533.102

description: [Text Description:] Administrative Text ❧ [Text or Publication Number Note:] PFAnep 0533.102 ❧ [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-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse, reverse
DOI: 10.15468/dl.w4te63
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coleus amboinicus",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083812-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3q6hbd
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083811-250717081556266/datasets/export for details.
DOI: 10.25954/rm5w-m389
title: Lipoceramic Technologies: a Solution to Low and Variable Bioavailability of Poorly Soluble Anti-Inflammatory Drugs [IWEMC-316]
DOI: 10.5281/zenodo.14604510
title: Mechanical forces guide axon growth through the nigrostriatal pathway organotypic model

description: Raw data, metadata, processed data associated with a pubblication