cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/66jw-sc40
title: generational_parenting_dataset

description: This dataset captures various aspects of parenting styles, child behavior, and family demographics to explore the relationship between caregivers’ approaches and children’s emotional and social development. It includes 22 variables covering parental age, education, number of children, emotional and disciplinary parenting behaviors, and the child's emotional responses and prosocial behaviors. Additionally, demographic factors such as the primary caretaker's gender, urban or rural environment, and generational identity (Gen X, Millennial, Gen Z) are included.Key behavioral indicators reflect both positive parenting traits (e.g., encouraging communication, offering comfort, spending quality time) and negative behaviors (e.g., physical punishment, scolding). Similarly, child attributes range from empathy and sharing to fearfulness and aggressive tendencies. This rich combination of psychosocial and demographic variables makes the dataset suitable for studies in developmental psychology, parenting style classification, and social behavior prediction. It can be used to identify patterns of parenting that foster positive child development, as well as to detect risk factors linked to behavioral or emotional challenges in children.
DOI: 10.15468/dl.tfrnk6
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Saiga tatarica (Linnaeus, 1766)",
 "Year 2000-2025"
 ]
}

 The dataset includes 108 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007892-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1873355.10fu
title: SH1873355.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1873390.10fu
title: SH1873390.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1873419.10fu
title: SH1873419.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.7xqysa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clerodendrum chinense",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079429-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110619799
title: Persepolis Fortification Anepigraphic Tablet 0142.201, PFAnep 0142.201

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PFAnep 0142.201, PFUT 0142-201 ❧ [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 impression on obverse and flat edge. ❧ [Physical Object Note:] Tablet fragmented. Only partial obverse, reverse, upper edge, flat edge and round edge visible.
DOI: 10.25549/inscriptifact-ouc110622641
title: Persepolis Fortification Anepigraphic Tablet 0658.202, PFAnep 0658.202

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0658.202, PFUT 0658-202 ❧ [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, upper edge(?). ❧ [Physical Object Note:] Much of bottom edge and upper edges broken. Small broken area on left edge. Gouge on obverse. Cracks and chip on reverse.
DOI: 10.25549/inscriptifact-ouc110619798
title: Persepolis Fortification Anepigraphic Tablet 0142.201, PFAnep 0142.201

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PFAnep 0142.201, PFUT 0142-201 ❧ [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 impression on obverse and flat edge. ❧ [Physical Object Note:] Tablet fragmented. Only partial obverse, reverse, upper edge, flat edge and round edge visible.
DOI: 10.25549/inscriptifact-ouc110622636
title: Persepolis Fortification Anepigraphic Tablet 1006.102, PFAnep 1006.102

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 1006.102, PFUT 1006-102 ❧ [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. ❧ [Physical Object Note:] Small cracks on left edge, obverse, reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc1sto1610905
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.25549/inscriptifact-ouc110618995
title: Persepolis Fortification Anepigraphic Tablet 0103.201, PFAnep 0103.201

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PFAnep 0103.201, PFUT 0103-201 ❧ [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 impression on obverse, reverse and flat edge. ❧ [Physical Object Note:] Minimal damage on tablet.
DOI: 10.25549/inscriptifact-ouc110619785
title: Persepolis Fortification Anepigraphic Tablet 0139.202, PFAnep 0139.202

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PFAnep 0139.202, PFUT 0139-202 ❧ [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 impression on obverse and flat edge. ❧ [Physical Object Note:] Tablet fragmented. Only partial obverse, reverse, bottom edge and flat edge visible.
DOI: 10.25549/inscriptifact-ouc110618993
title: Persepolis Fortification Anepigraphic Tablet 0104.201, PFAnep 0104.201

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PFAnep 0104.201, PFUT 0104-201 ❧ [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 impression on obverse, reverse and flat edge. ❧ [Physical Object Note:] Tablet fragmented. Obverse, reverse and flat edge only partially visible.
DOI: 10.5281/zenodo.17558953
title: Near-Discovery SOAR Images of 3I/ATLAS

description: 3I_SOAR_20250703_raw includes raw image data and calibration images (biases, flats, skyflats)

3I_SOAR_20250703_reduced includes reduced image data

 

3I_SOAR_20250709_raw includes raw image data 

3I_SOAR_20250709_reduced includes reduced image data

 

3I_SOAR_20250710_raw includes raw image data

3I_SOAR_20250710_reduced includes reduced image data

 

Calibration_Files_09_10 has callibration images (biases and flats) for 2025-07-09 and 2025-07-10 raw data
DOI: 10.25549/inscriptifact-ouc110618953
title: Persepolis Fortification Anepigraphic Tablet 0102.201, PFAnep 0102.201

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PFAnep 0102.201, PFUT 0102-201 ❧ [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 impression on obverse, reverse, bottom edge, upper edge and flat edge. ❧ [Physical Object Note:] Minor damage on tablet. Large crack on obverse face.
DOI: 10.25549/inscriptifact-ouc110619784
title: Persepolis Fortification Anepigraphic Tablet 0142.201, PFAnep 0142.201

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PFAnep 0142.201, PFUT 0142-201 ❧ [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 impression on obverse and flat edge. ❧ [Physical Object Note:] Tablet fragmented. Only partial obverse, reverse, upper edge, flat edge and round edge visible.
DOI: 10.5281/zenodo.17558952
title: Near-Discovery SOAR Images of 3I/ATLAS

description: 3I_SOAR_20250703_raw includes raw image data and calibration images (biases, flats, skyflats)

3I_SOAR_20250703_reduced includes reduced image data

 

3I_SOAR_20250709_raw includes raw image data 

3I_SOAR_20250709_reduced includes reduced image data

 

3I_SOAR_20250710_raw includes raw image data

3I_SOAR_20250710_reduced includes reduced image data

 

Calibration_Files_09_10 has callibration images (biases and flats) for 2025-07-09 and 2025-07-10 raw data
DOI: 10.25549/inscriptifact-ouc110618951
title: Persepolis Fortification Anepigraphic Tablet 0102.201, PFAnep 0102.201

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PFAnep 0102.201, PFUT 0102-201 ❧ [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 impression on obverse, reverse, bottom edge, upper edge and flat edge. ❧ [Physical Object Note:] Minor damage on tablet. Large crack on obverse face.
DOI: 10.25549/inscriptifact-ouc110622630
title: Persepolis Fortification Anepigraphic Tablet 0637.101, PFAnep 0637.101

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0637.101, PFUT 0637-101 ❧ [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-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse, upper edge. ❧ [Physical Object Note:] Right edge broken off. Some additional damage on obverse, upper edge.
DOI: 10.5522/04/29389949
title: Dataset for Partial Parallelism Plot Analysis in Neurodegeneration Biomarker Assays (2010–2024)

description: <b>Dataset Description</b>This dataset accompanies the systematic review <i>“Parallelism in Neurodegenerative Biomarker Tests: Hidden Errors and the Risk of Misconduct.”</i><br>It contains the curated dilutional data used to generate 49 standardized partial parallelism plots across key biomarker assays for Alzheimer’s disease, Parkinson’s disease, amyotrophic lateral sclerosis (ALS), and related neurodegenerative conditions.<br>The dataset includes raw and processed dilution curves for major biomarkers such as: Amyloid fragments, A-beta 1-40, A-beta 1-42, A-beta oligomers, alpha-synuclein, DJ-1, total tau protein (Tau), phospho tau proteins (pTau181, pTau217, pTau231), Apolipoprotein E (ApoE) isoforms E2, E3, E4, neurofilament light chain (NfL), neurofilament heavy chain (NfH), glial fibrillary acidic protein (GFAP), and poly(GP).<br>Each dataset entry is annotated with:Sample type (serum, plasma, cerebrospinal fluid)Assay platform and dilution stepsClassification of outcome (partial parallelism achieved or not)<b>Use cases:</b><br>This dataset is designed to help researchers, assay developers, and meta-analysts to:Reproduce figures and analyses from the published reviewBenchmark or validate new assay performance pipelinesTrain algorithms for automated detection of dilutional non-parallelism<b>Files included:</b><code>.csv</code> files containing dilution–response dataMetadata spreadsheets with assay and sample annotations
DOI: 10.5522/04/29389949.v1
title: Dataset for Partial Parallelism Plot Analysis in Neurodegeneration Biomarker Assays (2010–2024)

description: <b>Dataset Description</b>This dataset accompanies the systematic review <i>“Parallelism in Neurodegenerative Biomarker Tests: Hidden Errors and the Risk of Misconduct.”</i><br>It contains the curated dilutional data used to generate 49 standardized partial parallelism plots across key biomarker assays for Alzheimer’s disease, Parkinson’s disease, amyotrophic lateral sclerosis (ALS), and related neurodegenerative conditions.<br>The dataset includes raw and processed dilution curves for major biomarkers such as: Amyloid fragments, A-beta 1-40, A-beta 1-42, A-beta oligomers, alpha-synuclein, DJ-1, total tau protein (Tau), phospho tau proteins (pTau181, pTau217, pTau231), Apolipoprotein E (ApoE) isoforms E2, E3, E4, neurofilament light chain (NfL), neurofilament heavy chain (NfH), glial fibrillary acidic protein (GFAP), and poly(GP).<br>Each dataset entry is annotated with:Sample type (serum, plasma, cerebrospinal fluid)Assay platform and dilution stepsClassification of outcome (partial parallelism achieved or not)<b>Use cases:</b><br>This dataset is designed to help researchers, assay developers, and meta-analysts to:Reproduce figures and analyses from the published reviewBenchmark or validate new assay performance pipelinesTrain algorithms for automated detection of dilutional non-parallelism<b>Files included:</b><code>.csv</code> files containing dilution–response dataMetadata spreadsheets with assay and sample annotations
DOI: 10.25549/inscriptifact-ouc110622628
title: Persepolis Fortification Anepigraphic Tablet 0658.201, PFAnep 0658.201

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0658.201, PFUT 0658-201 ❧ [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, obverse, reverse, upper edge. ❧ [Physical Object Note:] Chunk of left edge broken off, affecting corners of obverse and reverse. Cracks on bottom edge, obverse. Some of reverse surface has flaked away.
DOI: 10.25549/inscriptifact-ouc1sto1610776
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.25549/inscriptifact-ouc110622626
title: Persepolis Fortification Anepigraphic Tablet 0658.202, PFAnep 0658.202

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0658.202, PFUT 0658-202 ❧ [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, upper edge(?). ❧ [Physical Object Note:] Much of bottom edge and upper edges broken. Small broken area on left edge. Gouge on obverse. Cracks and chip on reverse.
DOI: 10.15468/dl.e8li6i
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017502-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m87wyh
title: Occurrence Download

description: A dataset containing 85201729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 85201729 records from 1123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257682-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.