cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc1sto1611111
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: 10.6084/m9.figshare.27867765.v1
title: Figure S9 - diversity of endosymbionts in the Seehausen WWTP October 2022

description: Source file for plotting the abundance of the different denitrifying endosymbiont species in the Seehausen WWTP in October 2022. Two metrics are provided: the number of covered bases in a MAG and the mean coverage. MARI_1: <i>Ca</i>. A. mariagerensis MARI, ACIL_1: <i>Ca</i>. A. ciliaticola, NZWW_1: <i>Ca</i>. A. parvus, USWW_1: <i>Ca</i>. A. mariagerensis CHLS.
DOI: 10.6084/m9.figshare.27867765
title: Figure S9 - diversity of endosymbionts in the Seehausen WWTP October 2022

description: Source file for plotting the abundance of the different denitrifying endosymbiont species in the Seehausen WWTP in October 2022. Two metrics are provided: the number of covered bases in a MAG and the mean coverage. MARI_1: <i>Ca</i>. A. mariagerensis MARI, ACIL_1: <i>Ca</i>. A. ciliaticola, NZWW_1: <i>Ca</i>. A. parvus, USWW_1: <i>Ca</i>. A. mariagerensis CHLS.
DOI: 10.25549/inscriptifact-ouc110620253
title: Persepolis Fortification Anepigraphic Tablet 0158.202, PFAnep 0158.202

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0158.202, PFUT 0158-202 ❧ [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 bottom edge?, left edge, obverse, reverse. ❧ [Physical Object Note:] Damage on obverse, cracks on left edge, crack on reverse.
DOI: 10.25549/inscriptifact-ouc110620878
title: Persepolis Fortification Anepigraphic Tablet 0195.201, PFAnep 0195.201

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0195.201, PFUT 0195-201 ❧ [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 PFUTS 0241s on left edge, PFUTS 0240 on obverse. ❧ [Physical Object Note:] Bottom edge, right edge broken, damage on reverse, crack on upper edge.
DOI: 10.25549/inscriptifact-ouc110620873
title: Persepolis Fortification Anepigraphic Tablet 0193.201, PFAnep 0193.201

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0193.201, PFUT 0193-201 ❧ [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. ❧ [Physical Object Note:] Left edge and upper edge broken off; cracks on right edge; damage and cracks on reverse.
DOI: 10.15468/dl.wn8vfk
title: Occurrence Download

description: A dataset containing 11328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((31.71829 -28.9971,31.81019 -28.93713,31.90862 -28.91301,32.01617 -28.86999,32.2052 -28.69987,31.92165 -28.6601,31.77174 -28.67379,31.7235 -28.75592,31.71829 -28.9971))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 11328 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026790-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc1sto1610976
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: 10.5281/zenodo.17578377
title: Measurements of debonds growth (due to edge effect stresses) and their BEM numerical predictions

description: This dataset includes: (1) Experimental measurements of the extension of longitudinal debonds, found just after curing due to the edge effect phenomenon, and their evolution after T-T cyclic loading; and (2) Numerical predictions from a BEM model.
DOI: 10.5281/zenodo.17578378
title: Measurements of debonds growth (due to edge effect stresses) and their BEM numerical predictions

description: This dataset includes: (1) Experimental measurements of the extension of longitudinal debonds, found just after curing due to the edge effect phenomenon, and their evolution after T-T cyclic loading; and (2) Numerical predictions from a BEM model.
DOI: 10.15468/dl.8shss3
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delonix regia",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 127 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002862-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axqk3d
title: Occurrence Download

description: A dataset containing 34735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galerida magnirostris)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 34735 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002860-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esejnk
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neolamprologus modestus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 52 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002861-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sgngp
title: Occurrence Download

description: A dataset containing 148070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galbula ruficauda)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 148070 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002834-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pn5nfj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acacia palmeri)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002863-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8tfyn
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002864-250802193616735/datasets/export for details.
DOI: 10.15468/dl.a9mqtm
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Desmodium intortum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 134 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002865-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtxk4n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Civettictis civetta)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002868-250802193616735/datasets/export for details.
DOI: 10.15468/dl.krbyu2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Civettictis civetta)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002866-250802193616735/datasets/export for details.
DOI: 10.15468/dl.4fh26c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Civettictis civetta)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002867-250802193616735/datasets/export for details.
DOI: 10.15468/dl.je6k9p
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Flemingia strobilifera",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002869-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16728732
title: Pulse Shape Discrimination Algorithms: A Survey and Benchmark – Datasets, Pre-trained Models, and Results

description: This Zenodo bundle accompanies the open-source "Pulse Shape Discrimination (PSD)" toolbox hosted on GitHub. It contains all data, pre-computed results, and parameter files required to reproduce the figures, tables, and benchmarks reported in our survey paper: "Pulse Shape Discrimination Algorithms: A Survey and Benchmark" by Haoran Liu et al. (2025).

 

If you use any part of this work, please cite both the original paper and this Zenodo dataset.

 

**Repository Contents:**

 

The repository is organized into the following ZIP archives:

 

*   **Datasets.zip**: Contains the raw pulse waveform data.

    *   **AmBe**: Data from the Americium-Beryllium source, including training, validation, test, and reference signal sets.

    *   **PuBe**: Data from the Plutonium-Beryllium source at 2, 3, 4, and 5 MeV, each with corresponding training, validation, and test sets. This data includes ground-truth labels from time-of-flight (TOF) measurements.

 

*   **Experimental Results AmBe.zip**: Pre-computed models and performance metrics for the AmBe dataset.

 

*   **Experimental Results PuBe [2-5] MeV.zip**: Four archives containing pre-computed results and models for the PuBe dataset, one for each energy level (2, 3, 4, and 5 MeV). Results are categorized by method:

    *   **Deep Learning**: Trained models (`.pth`), validation results, and summaries.

    *   **Machine Learning**: Trained models (`.joblib`, `.pkl`), validation results, and summaries.

    *   **Statistical**: Validation results (FOM, ROC curves) and summaries.

 

*   **PSD Parameters for PuBe Dataset.zip**: Python script files with algorithm hyperparameters tuned specifically for the PuBe dataset.

 

**Usage:**

 

This dataset is designed for use with the open-source PSD toolbox on GitHub. To reproduce our results, clone the repository, unzip the archives from this bundle, and follow the instructions in the included `README.txt` file.

 

**License:**

 

All files are released under the MIT License.

 

**Contact:**

 

For questions or issues, please contact liuhaoran@cdut.edu.cn or open an issue on the project's GitHub repository.
DOI: 10.5281/zenodo.16730902
title: Pulse Shape Discrimination Algorithms: A Survey and Benchmark – Datasets, Pre-trained Models, and Results

description: This Zenodo bundle accompanies the open-source "Pulse Shape Discrimination (PSD)" toolbox hosted on GitHub. It contains all data, pre-computed results, and parameter files required to reproduce the figures, tables, and benchmarks reported in our survey paper: "Pulse Shape Discrimination Algorithms: A Survey and Benchmark" by Haoran Liu et al. (2025).

 

If you use any part of this work, please cite both the original paper and this Zenodo dataset.

 

**Repository Contents:**

 

The repository is organized into the following ZIP archives:

 

*   **Datasets.zip**: Contains the raw pulse waveform data.

    *   **AmBe**: Data from the Americium-Beryllium source, including training, validation, test, and reference signal sets.

    *   **PuBe**: Data from the Plutonium-Beryllium source at 2, 3, 4, and 5 MeV, each with corresponding training, validation, and test sets. This data includes ground-truth labels from time-of-flight (TOF) measurements.

 

*   **Experimental Results AmBe.zip**: Pre-computed models and performance metrics for the AmBe dataset.

 

*   **Experimental Results PuBe [2-5] MeV.zip**: Four archives containing pre-computed results and models for the PuBe dataset, one for each energy level (2, 3, 4, and 5 MeV). Results are categorized by method:

    *   **Deep Learning**: Trained models (`.pth`), validation results, and summaries.

    *   **Machine Learning**: Trained models (`.joblib`, `.pkl`), validation results, and summaries.

    *   **Statistical**: Validation results (FOM, ROC curves) and summaries.

 

*   **PSD Parameters for PuBe Dataset.zip**: Python script files with algorithm hyperparameters tuned specifically for the PuBe dataset.

 

**Usage:**

 

This dataset is designed for use with the open-source PSD toolbox on GitHub. To reproduce our results, clone the repository, unzip the archives from this bundle, and follow the instructions in the included `README.txt` file.

 

**License:**

 

All files are released under the MIT License.

 

**Contact:**

 

For questions or issues, please contact liuhaoran@cdut.edu.cn or open an issue on the project's GitHub repository.
DOI: 10.15468/dl.xwk3mp
title: Occurrence Download

description: A dataset containing 1236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odonata",
 "HasCoordinate is true",
 "Geometry POLYGON((110.73447882204 -3.54360722319473, 110.73447882204 0.77783318225562, 115.84722036163 0.77783318225562, 115.84722036163 -3.54360722319473, 110.73447882204 -3.54360722319473))"
 ]
}

 The dataset includes 1236 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002870-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6pd42
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Litsea glutinosa",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 233 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002872-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zcz69
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Desmodium uncinatum",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002873-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12656808
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.xhfwyx
title: Occurrence Download

description: A dataset containing 11666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galerida malabarica)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 11666 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002874-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fd7nv
title: Occurrence Download

description: A dataset containing 2031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, Sri Lanka, Nepal, Pakistan)",
 "TaxonKey is Crocodylus palustris",
 "Year 1996-2025"
 ]
}

 The dataset includes 2031 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002875-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dhm4f
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyphocharax vexillapinnus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002876-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.