cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zyy6ga
title: Occurrence Download

description: A dataset containing 8129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viburnum lentago L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8129 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010307-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wn7ssh
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.95062 42.37698,-6.59180 42.37698,-6.59180 42.52064,-6.95062 42.52064,-6.95062 42.37698))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchis provincialis Balb. ex Lam. & DC."
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010308-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3c5uh3
title: Occurrence Download

description: A dataset containing 1935113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.7164 43.40428,5.64129 43.16129,5.82596 42.99695,6.19883 43.02257,6.40558 43.38749,6.23417 43.45729,5.7429 43.48822,5.7164 43.40428))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1935113 records from 1125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010291-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15043766
title: Experimental Data Utilized in Research Titled Unveiling Universal Dynamical Patterns in Complex Networks via an Intelligent Search-Based Algorithm

description: Dataset Overview

This dataset documents all network dynamical models and network structures employed in the research titled Unveiling Universal Dynamical Patterns in Complex Networks via an Intelligent Search-Based Algorithm. It is organized into two main components, network topologies and network dynamics.

1. Network Topologies

The dataset features three fundamental network structures generated using NetworkX, Erdős-Rényi (ER) network, Watts-Strogatz (WS) networks, and Barabási-Albert (BA) networks. Each network is represented by its adjacency matrix, formatted as .csv files. These topologies collectively capture essential network properties including small-worldness, clustering, and scale-free characteristics.

2. Network Dynamics

This section provides dynamical data from five canonical network models including the heterogeneous Kuramoto oscillator, the heterogeneous Rössler oscillator, the susceptible-infected-susceptible (SIS) epidemic model, the Michaelis-Menten kinetics, and the FitzHugh-Nagumo (FHN) model. The dataset includes both nodal state data and numerical time derivatives for each model. State data was generated using Scipy, while numerical derivatives were computed using the five-point approach. All data files are formatted as .csv. Additionally, noise data, topologies with missing and spurious links are provided under the FHN directory, enabling robustness testing.
DOI: 10.5281/zenodo.15043767
title: Experimental Data Utilized in Research Titled Unveiling Universal Dynamical Patterns in Complex Networks via an Intelligent Search-Based Algorithm

description: Dataset Overview

This dataset documents all network dynamical models and network structures employed in the research titled Unveiling Universal Dynamical Patterns in Complex Networks via an Intelligent Search-Based Algorithm. It is organized into two main components, network topologies and network dynamics.

1. Network Topologies

The dataset features three fundamental network structures generated using NetworkX, Erdős-Rényi (ER) network, Watts-Strogatz (WS) networks, and Barabási-Albert (BA) networks. Each network is represented by its adjacency matrix, formatted as .csv files. These topologies collectively capture essential network properties including small-worldness, clustering, and scale-free characteristics.

2. Network Dynamics

This section provides dynamical data from five canonical network models including the heterogeneous Kuramoto oscillator, the heterogeneous Rössler oscillator, the susceptible-infected-susceptible (SIS) epidemic model, the Michaelis-Menten kinetics, and the FitzHugh-Nagumo (FHN) model. The dataset includes both nodal state data and numerical time derivatives for each model. State data was generated using Scipy, while numerical derivatives were computed using the five-point approach. All data files are formatted as .csv. Additionally, noise data, topologies with missing and spurious links are provided under the FHN directory, enabling robustness testing.
DOI: 10.15468/dl.2a8dya
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chile, Argentina)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Berberis montana Gay"
 ]
}

 The dataset includes 112 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015384-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t79ex9
title: Occurrence Download

description: A dataset containing 582171 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insect Species Occurrence Data from Multiple Projects Worldwide with Focus on Bees and Wasps in North America"
 ]
}

 The dataset includes 582171 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015377-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4p4wdu
title: Occurrence Download

description: A dataset containing 995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 995 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015385-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd9rgw
title: Occurrence Download

description: A dataset containing 1102100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus (Linnaeus, 1766), Myocastor coypus (Molina, 1782))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1102100 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015371-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9wtjc
title: Occurrence Download

description: A dataset containing 3778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphaerosepalaceae"
 ]
}

 The dataset includes 3778 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015388-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uycjym
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Crotalus durissus Linnaeus, 1758"
 ]
}

 The dataset includes 270 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015390-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73sap5
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Panthera onca (Linnaeus, 1758), Panthera onca veraecrucis (Nelson & Goldman, 1933), Panthera onca arizonensis (Goldman, 1932), Panthera onca centralis (Mearns, 1901), Panthera onca goldmani (Mearns, 1901), Panthera onca hernandesii (J.E.Gray, 1857), Panthera onca onca, Panthera onca palustris (Ameghino, 1888), Panthera onca peruviana (de Blainville, 1843))",
 "StateProvince is one of (casanare)"
 ]
 }
 ]
}

 The dataset includes 33 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015392-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28928192
title: H3K27ac signal in MDA-MB-231_2

description: H3K27ac signal in MDA-MB-231, repeat 2
DOI: 10.15468/dl.4cnba8
title: Occurrence Download

description: A dataset containing 133765 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loricariidae"
 ]
}

 The dataset includes 133765 records from 460 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015383-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.242kq8
title: Occurrence Download

description: A dataset containing 3981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphenocleaceae"
 ]
}

 The dataset includes 3981 records from 256 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015393-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hua959
title: Occurrence Download

description: A dataset containing 15679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Stachyuraceae"
 ]
}

 The dataset includes 15679 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015395-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uz2u7k
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphenophyllaceae"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015394-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg8yzt
title: Occurrence Download

description: A dataset containing 141593 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The fishes collection (IC) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 141593 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015389-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8ks62
title: Occurrence Download

description: A dataset containing 54345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Simaroubaceae"
 ]
}

 The dataset includes 54345 records from 808 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015376-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110597497
title: Persepolis Fortification Aramaic Text 382, PFAT 382

description: [Text Description:] Administrative text with seal PFATS 0369; illeg. ❧ [Text or Publication Number Note:] PFAT 382, Bowman 382 ❧ [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 impression PFATS 0369 on reverse; illeg. on obverse. ❧ [Physical Object Note:] Damage on reverse
DOI: 10.25549/inscriptifact-ouc110601028
title: Persepolis Fortification Aramaic Text 425, PFAT 425

description: [Text Description:] Administrative text with seals PFATS 0403s ❧ [Text or Publication Number Note:] PFAT 425, Bowman 425 ❧ [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 impression PFATS 0403s on obverse, reverse. ❧ [Physical Object Note:] Damage on upper edge, flat edge.
DOI: 10.25549/inscriptifact-ouc110597487
title: Persepolis Fortification Aramaic Text 382, PFAT 382

description: [Text Description:] Administrative text with seal PFATS 0369; illeg. ❧ [Text or Publication Number Note:] PFAT 382, Bowman 382 ❧ [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 impression PFATS 0369 on reverse; illeg. on obverse. ❧ [Physical Object Note:] Damage on reverse
DOI: 10.25549/inscriptifact-ouc110601023
title: Persepolis Fortification Aramaic Text 425, PFAT 425

description: [Text Description:] Administrative text with seals PFATS 0403s ❧ [Text or Publication Number Note:] PFAT 425, Bowman 425 ❧ [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 impression PFATS 0403s on obverse, reverse. ❧ [Physical Object Note:] Damage on upper edge, flat edge.
DOI: 10.25549/inscriptifact-ouc110597484
title: Persepolis Fortification Aramaic Text 382, PFAT 382

description: [Text Description:] Administrative text with seal PFATS 0369; illeg. ❧ [Text or Publication Number Note:] PFAT 382, Bowman 382 ❧ [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 impression PFATS 0369 on reverse; illeg. on obverse. ❧ [Physical Object Note:] Damage on reverse
DOI: 10.25549/inscriptifact-ouc110601019
title: Persepolis Fortification Aramaic Text 424, PFAT 424

description: [Text Description:] Administrative text with seals PFATS 0402s ❧ [Text or Publication Number Note:] PFAT 424, Bowman 424 ❧ [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 impression PFATS 0402s on reverse. ❧ [Physical Object Note:] Damage on bottom edge, flat edge, round edge.
DOI: 10.25549/inscriptifact-ouc1sto1608001
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-ouc110601017
title: Persepolis Fortification Aramaic Text 424, PFAT 424

description: [Text Description:] Administrative text with seals PFATS 0402s ❧ [Text or Publication Number Note:] PFAT 424, Bowman 424 ❧ [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 impression PFATS 0402s on reverse. ❧ [Physical Object Note:] Damage on bottom edge, flat edge, round edge.
DOI: 10.25549/inscriptifact-ouc110600993
title: Persepolis Fortification Aramaic Text 425, PFAT 425

description: [Text Description:] Administrative text with seals PFATS 0403s ❧ [Text or Publication Number Note:] PFAT 425, Bowman 425 ❧ [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 impression PFATS 0403s on obverse, reverse. ❧ [Physical Object Note:] Damage on upper edge, flat edge.
DOI: 10.25549/inscriptifact-ouc110601014
title: Persepolis Fortification Aramaic Text 424, PFAT 424

description: [Text Description:] Administrative text with seals PFATS 0402s ❧ [Text or Publication Number Note:] PFAT 424, Bowman 424 ❧ [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 impression PFATS 0402s on reverse. ❧ [Physical Object Note:] Damage on bottom edge, flat edge, round edge.
DOI: 10.15468/dl.tq6cd8
title: Occurrence Download

description: A dataset containing 5226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Adelges tsugae",
 "Year 1953-2025"
 ]
}

 The dataset includes 5226 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027347-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110600989
title: Persepolis Fortification Aramaic Text 424, PFAT 424

description: [Text Description:] Administrative text with seals PFATS 0402s ❧ [Text or Publication Number Note:] PFAT 424, Bowman 424 ❧ [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 impression PFATS 0402s on reverse. ❧ [Physical Object Note:] Damage on bottom edge, flat edge, round edge.
DOI: 10.25549/inscriptifact-ouc110601009
title: Persepolis Fortification Aramaic Text 425, PFAT 425

description: [Text Description:] Administrative text with seals PFATS 0403s ❧ [Text or Publication Number Note:] PFAT 425, Bowman 425 ❧ [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 impression PFATS 0403s on obverse, reverse. ❧ [Physical Object Note:] Damage on upper edge, flat edge.
DOI: 10.25549/inscriptifact-ouc110600969
title: Persepolis Fortification Aramaic Text 423, PFAT 423

description: [Text Description:] Administrative text with seals PFATS 0009s, PFATS 0401s, PFUTS 0110s ❧ [Text or Publication Number Note:] PFAT 423, Bowman 423 ❧ [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 0009s on upper edge; PFATS 0401s on reverse; PFUTS 0110s on bottom edge.
DOI: 10.25549/inscriptifact-ouc110601008
title: Persepolis Fortification Aramaic Text 424, PFAT 424

description: [Text Description:] Administrative text with seals PFATS 0402s ❧ [Text or Publication Number Note:] PFAT 424, Bowman 424 ❧ [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 impression PFATS 0402s on reverse. ❧ [Physical Object Note:] Damage on bottom edge, flat edge, round edge.