cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.r57p5f
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON((-122.82216 49.16352,-122.52845 49.16352,-122.52845 49.347,-122.57963 49.39142,-122.82216 49.347,-122.82216 49.16352))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Odocoileus hemionus columbianus"
 ]
}

 The dataset includes 328 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028018-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.18151.71840
title: Localisation des zones cibles pour l'analyse du Cadmium.jpg
DOI: 10.15468/dl.tz68su
title: Occurrence Download

description: A dataset containing 29928 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Database of Japanese semi-natural grassland flora"
 ]
}

 The dataset includes 29928 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028019-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6b5x74
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Centrolobium ochroxylum"
 ]
}

 The dataset includes 133 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028020-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2nre7
title: Occurrence Download

description: A dataset containing 172132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bellis perennis"
 ]
}

 The dataset includes 172132 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027994-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110608064
title: Persepolis Fortification Aramaic Text 626, PFAT 626

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 626 ❧ [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 on obverse, reverse (?) and bottom edge (?). Seal impression on reverse. ❧ [Physical Object Note:] Round edge broken off toward bottom edge. Minor cracks over tablet.
DOI: 10.25549/inscriptifact-ouc110608102
title: Persepolis Fortification Aramaic Text 627, PFAT 627

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 627 ❧ [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 on obverse. Seal impressions on obverse, bottom edge, flat edge, reverse, upper edge. ❧ [Physical Object Note:] Large cracks on obverse.
DOI: 10.5281/zenodo.15577931
title: Toward a Unified Scheme of Blazar Evolution

description: # Fermi Blazar Classification Catalogue


This catalogue contains the results of our study on the characterization of the Fermi blazar population, as described in:


Oukacha, E. and Becherini, Y. 2025


The dataset includes the following columns:


- Name: Source name as listed in the 4LAC catalog

- embeddings_0: First dimension of the reduced latent space learned by TabPFN

- embeddings_1: Second dimension of the reduced latent space

- Proba_BLL: Classification probability that the source is a BL Lac, as predicted by TabPFN


This dataset is provided to support reproducibility, enable further validation of our results, and facilitate future studies involving the blazar population observed by Fermi-LAT.


---


### Usage 



A simple usage example with python is provided: "usage_example.py".

 

### Citation

 

If you use this dataset in your research, please cite the associated article (10.1051/0004-6361/202555303)  and refer to this Zenodo record.

 

### Contact

 


For any questions or inquiries, feel free to contact us at:

 

📧 enzo.oukacha@gmail.com

📧 yvonne.becherini@apc.in2p3.fr
DOI: 10.15468/dl.mxaw7k
title: Occurrence Download

description: A dataset containing 69116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.04478 50.40474,9.74013 50.40474,9.74013 61.03019,-5.04478 61.03019,-5.04478 50.40474))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (2089ce96-4fb5-4a20-999c-3ccf45a27a4d, 0e1238eb-2c53-4ebe-a33f-0679b2e8c385)",
 "TaxonKey is Ammodytes marinus",
 "Year 2000-2025"
 ]
}

 The dataset includes 69116 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026986-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110608050
title: Persepolis Fortification Aramaic Text 625, PFAT 625

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] PFAT 625 ❧ [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 on obverse, reverse (?) and bottom edge. Seal impressions on obverse, bottom edge, flat edge (?). ❧ [Physical Object Note:] Obverse chipped on bottom edge toward flat edge. Reverse chipped along flat edge, bottom edge and upper edge.
DOI: 10.25549/inscriptifact-ouc110613780
title: Persepolis Fortification Elamite Tablet 0143, PF-NN 0143

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0143 ❧ [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, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on upper edge. Seal impression on reverse, right edge and left edge. ❧ [Physical Object Note:] Upper edge and round edge chipped. Cracks on reverse.
DOI: 10.25549/inscriptifact-ouc110607991
title: Persepolis Fortification Aramaic Text 624, PFAT 624

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 624 ❧ [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 on obverse and bottom edge. Seal impression on reverse, upper edge and flat edge. ❧ [Physical Object Note:] Flat edge chipped toward bottom edge.
DOI: 10.25549/inscriptifact-ouc110613779
title: Persepolis Fortification Elamite Tablet 0143, PF-NN 0143

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0143 ❧ [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, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on upper edge. Seal impression on reverse, right edge and left edge. ❧ [Physical Object Note:] Upper edge and round edge chipped. Cracks on reverse.
DOI: 10.25549/inscriptifact-ouc110607980
title: Persepolis Fortification Aramaic Text 623, PFAT 623

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 623 ❧ [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 on obverse, reverse (?) and upper edge (?). Seal impression on obverse (?), reverse (?) and flat edge. Binding marks (?) on bottom edge. ❧ [Physical Object Note:] Minimal damage to tablet.
DOI: 10.25549/inscriptifact-ouc110613777
title: Persepolis Fortification Elamite Tablet 0143, PF-NN 0143

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0143 ❧ [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, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on upper edge. Seal impression on reverse, right edge and left edge. ❧ [Physical Object Note:] Upper edge and round edge chipped. Cracks on reverse.
DOI: 10.15468/dl.c7cc3c
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalops penultimus"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027009-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110613774
title: Persepolis Fortification Elamite Tablet 0141, PF-NN 0141

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0141 ❧ [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, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse. Seal impression on reverse, upper edge, right edge and left edge. ❧ [Physical Object Note:] Minor cracks on obverse and reverse.
DOI: 10.25549/inscriptifact-ouc1sto1608941
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: 10.15468/dl.8p4bdj
title: Occurrence Download

description: A dataset containing 4403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.41_1",
 "TaxonKey is Alligator mississippiensis"
 ]
}

 The dataset includes 4403 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027010-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110613759
title: Persepolis Fortification Elamite Tablet 0141, PF-NN 0141

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0141 ❧ [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, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse. Seal impression on reverse, upper edge, right edge and left edge. ❧ [Physical Object Note:] Minor cracks on obverse and reverse.
DOI: 10.25549/inscriptifact-ouc110607313
title: Persepolis Fortification Aramaic Text 602, PFAT 602

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 602 ❧ [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 on obverse, reverse, bottom edge (?) and upper edge (?). Seal impression on obverse, reverse and flat edge. ❧ [Physical Object Note:] Round edge toward bottom edge broken. Flat edge corners chipped off at upper and bottom edge.
DOI: 10.25549/inscriptifact-ouc110607277
title: Persepolis Fortification Aramaic Text 602, PFAT 602

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 602 ❧ [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 on obverse, reverse, bottom edge (?) and upper edge (?). Seal impression on obverse, reverse and flat edge. ❧ [Physical Object Note:] Round edge toward bottom edge broken. Flat edge corners chipped off at upper and bottom edge.
DOI: 10.25549/inscriptifact-ouc110607308
title: Persepolis Fortification Aramaic Text 602, PFAT 602

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 602 ❧ [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 on obverse, reverse, bottom edge (?) and upper edge (?). Seal impression on obverse, reverse and flat edge. ❧ [Physical Object Note:] Round edge toward bottom edge broken. Flat edge corners chipped off at upper and bottom edge.
DOI: 10.25549/inscriptifact-ouc110607276
title: Persepolis Fortification Aramaic Text 602, PFAT 602

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 602 ❧ [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 on obverse, reverse, bottom edge (?) and upper edge (?). Seal impression on obverse, reverse and flat edge. ❧ [Physical Object Note:] Round edge toward bottom edge broken. Flat edge corners chipped off at upper and bottom edge.
DOI: 10.25549/inscriptifact-ouc110607301
title: Persepolis Fortification Aramaic Text 602, PFAT 602

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 602 ❧ [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 on obverse, reverse, bottom edge (?) and upper edge (?). Seal impression on obverse, reverse and flat edge. ❧ [Physical Object Note:] Round edge toward bottom edge broken. Flat edge corners chipped off at upper and bottom edge.
DOI: 10.25549/inscriptifact-ouc110607258
title: Persepolis Fortification Aramaic Text 601, PFAT 601

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 601 ❧ [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 on obverse, reverse and bottom edge. Incised on obverse, reverse and bottom edge. Seal impression on reverse. ❧ [Physical Object Note:] Minor break at corner of flat edge and bottom edge obverse. Chipped and broken on flat edge toward bottom edge reverse.
DOI: 10.25549/inscriptifact-ouc110607291
title: Persepolis Fortification Aramaic Text 602, PFAT 602

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 602 ❧ [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 on obverse, reverse, bottom edge (?) and upper edge (?). Seal impression on obverse, reverse and flat edge. ❧ [Physical Object Note:] Round edge toward bottom edge broken. Flat edge corners chipped off at upper and bottom edge.
DOI: 10.15468/dl.4rpe9r
title: Occurrence Download

description: A dataset containing 1467 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Septifer bilocularis (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1467 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074104-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qezskr
title: Occurrence Download

description: A dataset containing 1841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lathyrus saxatilis (Vent.) Vis.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1841 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074105-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9afrv5
title: Occurrence Download

description: A dataset containing 11108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mytilus trossulus A.Gould, 1850)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11108 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074106-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32ghx7
title: Occurrence Download

description: A dataset containing 3899 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lathyrus ochrus (L.) DC.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3899 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074107-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h69ks9
title: Occurrence Download

description: A dataset containing 7394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mytilus galloprovincialis Lamarck, 1819)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7394 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074109-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r44u7b
title: Occurrence Download

description: A dataset containing 4981 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loropetalum R.Br."
 ]
}

 The dataset includes 4981 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074110-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbe6nh
title: Occurrence Download

description: A dataset containing 1523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brachidontes exustus (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1523 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074112-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68fc46
title: Occurrence Download

description: A dataset containing 4990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyclodomorphus Fitzinger, 1843",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "OccurrenceStatus is Present",
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 }
 ]
}

 The dataset includes 4990 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074113-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.