cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kxyr7b
title: Occurrence Download

description: A dataset containing 1507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 7.43894033677893",
 "DecimalLongitude is less than 7.44199988996332",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1507 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000923-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17663474
title: Table Techniques review from 90 research papers
DOI: 10.5281/zenodo.17663473
title: Table Techniques review from 90 research papers
DOI: 10.15468/dl.jjkfth
title: Occurrence Download

description: A dataset containing 1678003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is one of (Europe, Asia)",
 "OccurrenceStatus is Present",
 "TaxonKey is Capreolus capreolus",
 "Year 2000-2025"
 ]
}

 The dataset includes 1678003 records from 3636 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000900-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r26eu7
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dianthus barbatus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048894-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wtx3a
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dianthus barbatus",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048893-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h45d8k
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dianthus barbatus",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 168 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048895-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yt5jp5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhizothera longirostris",
 "Country is Chinese Taipei",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048892-250811113504898/datasets/export for details.
DOI: 10.15468/dl.peez8y
title: Occurrence Download

description: A dataset containing 26783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psidium guajava L.",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 26783 records from 275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003607-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15543921
title: Kellinghusen Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.15543922
title: Kellinghusen Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.17632/fmxdjgrjw5.1
title: Genetically Encoded and Modular SubCellular Organelle Probes (GEM-SCOPe) reveal lysosomal and mitochondrial dysfunction driven by PRKN knockout

description: Raw imaging data for "Genetically Encoded and Modular SubCellular Organelle Probes (GEM-SCOPe) reveal lysosomal and mitochondrial dysfunction driven by PRKN knockout"
DOI: 10.17632/fp6fryn7h3.1
title: Data and code for "Equity duration and predictability"

description: This folder contains data and code from the replication package of the paper "Equity duration and predictability'' by Benjamin Golez and Peter Koudijs.
DOI: 10.7910/dvn/vymrcw
title: Does menstrual hygiene management and water, sanitation, and hygiene predict reproductive tract infections among reproductive women in urban areas in Ethiopia?

description: This dataset was collected in 2019 to examine whether menstrual hygiene management and water, sanitation, and hygiene predict reproductive tract infections among reproductive women in urban areas in Ethiopia. It includes data on 602 reproductive-age women, covering socio-demographic variables of the study participants, WASH variables of the household, history of co-morbidity, behavioral variables, MHM practices of participants, and the outcome variable. File formats: SPSS (.sav), Excel (.xlsx), and CSV (.csv), Ethics: Approved by the ethical committee of College of Medicine and Health Science, Wollo University. Informed consent was obtained. Data are fully anonymized. (2025-05-29)
DOI: 10.17632/8yxx46xgxm
title: QuForge: A library for qudits simulation

description: Quantum computing with qudits, an extension of qubits to multiple levels, offers promising advantages in information representation and computational density. Despite its potential, tools for qudit-based quantum computation remain underdeveloped. This article presents QuForge, a Python-based library that introduces a novel computational framework for simulating quantum circuits with arbitrary qudit dimensions. QuForge distinguishes itself by providing scalable and extensible features, such as a complete set of customizable quantum gates, support for sparse matrix representations, and compatibility with GPU and TPU accelerators to optimize performance. By leveraging differentiable frameworks, QuForge accelerates simulations and facilitates quantum machine learning and algorithm development research. Through empirical demonstrations and benchmarks, we highlight the capabilities of the library to address scalability challenges and enable advances in quantum information science, establishing it as a potential tool for advancing research and applications in high-dimensional quantum computing.
DOI: 10.17632/8yxx46xgxm.1
title: QuForge: A library for qudits simulation

description: Quantum computing with qudits, an extension of qubits to multiple levels, offers promising advantages in information representation and computational density. Despite its potential, tools for qudit-based quantum computation remain underdeveloped. This article presents QuForge, a Python-based library that introduces a novel computational framework for simulating quantum circuits with arbitrary qudit dimensions. QuForge distinguishes itself by providing scalable and extensible features, such as a complete set of customizable quantum gates, support for sparse matrix representations, and compatibility with GPU and TPU accelerators to optimize performance. By leveraging differentiable frameworks, QuForge accelerates simulations and facilitates quantum machine learning and algorithm development research. Through empirical demonstrations and benchmarks, we highlight the capabilities of the library to address scalability challenges and enable advances in quantum information science, establishing it as a potential tool for advancing research and applications in high-dimensional quantum computing.
DOI: 10.21227/711w-hs44
title: "Tow Expert "

description: "Welcome to Tow Expert, your premier provider of towing and roadside assistance services in Australia. Since our founding in 2010, we have been committed to delivering high-quality, reliable services to ensure that drivers can feel secure on the road. Our mission is to provide prompt and professional assistance during vehicle emergencies, no matter the time or place.Our skilled technicians are equipped with the latest tools and technology, allowing us to address a wide range of roadside issues, from simple tire changes to complex towing situations. We pride ourselves on our quick response times and our ability to deliver effective solutions tailored to each client's needs. Whether you find yourself stranded due to a flat tire or require heavy-duty towing, Tow Expert is here to help.At Tow Expert, we believe that exceptional service is built on trust and communication. Our friendly staff is always ready to assist you, providing guidance and support during stressful moments. We are also committed to giving back to the communities we serve, engaging in local initiatives and supporting charitable causes that make a difference.As we continue to grow, our focus remains on providing the highest level of service while promoting sustainable practices within our industry. When you choose Tow Expert, you are choosing a reliable partner dedicated to your safety and peace of mind on the road. Let us be your trusted ally in all your towing and roadside assistance needs.Visit here:Car Towing Service in AustraliaPrestige Car Towing Service in AustraliaCar Recovery Service in AustraliaMotor Bike Towing Service in AustraliaTilt Truck Towing Service in Australia "
DOI: 10.15468/dl.vm4vwb
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia stricta",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024397-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qf3vts
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia stricta",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 119 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024398-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4x9g9e
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Salvia bogotensis Benth."
 ]
}

 The dataset includes 245 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009327-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15556003
title: IODP Expedition 345 Laser height profile (section half)

description: Height profile data were measured on the Section Half Multisensor Logger (SHMSL) by a rangefinding laser and recorded in uncorrected height units in millimeters in CSV files.
DOI: 10.5281/zenodo.15556004
title: IODP Expedition 345 Laser height profile (section half)

description: Height profile data were measured on the Section Half Multisensor Logger (SHMSL) by a rangefinding laser and recorded in uncorrected height units in millimeters in CSV files.
DOI: 10.15468/dl.p5hsnf
title: Occurrence Download

description: A dataset containing 2575793696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2000-2025"
 ]
}

 The dataset includes 2575793696 records from 50795 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009407-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110813808
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.15468/dl.pfpqjp
title: Occurrence Download

description: A dataset containing 1070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.41_1, USA.34_1)",
 "TaxonKey is Crotalus horridus"
 ]
}

 The dataset includes 1070 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029406-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110812307
title: Corinthian Body Sherd with Decoration of Hooves and Rosettes, BMC P.839

description: [Text Description:] Corinthian ❧ [Text or Publication Number Note:] BMC P.839 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Body Sherd ❧ [Physical Object Note:] 1 13/16 in. x 1 7/8 in. x 3/16 in. (4.59 cm x 4.77 cm x 0.43 cm)
DOI: 10.25549/inscriptifact-ouc110812360
title: North Ionian Late Wild Goat Style Oinochoe (?) (Jug) or Amphora (?) (Storage Vessel) Fragment, BMC P.859

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.859 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Wild Goat Style Oinochoe (?) (Jug) or Amphora (?) (Storage Vessel) Fragment ❧ [Physical Object Note:] 2 3/16 in. x 3 1/8 in. x 3/16 in. (5.5 cm x 8 cm x 0.5 cm) ❧ [Physical Object Note:] Sherds
DOI: 10.15468/dl.9z9uvs
title: Occurrence Download

description: A dataset containing 392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fiocruz/COLTRYP - Coleção de Trypanosoma de Mamíferos Silvestres, Domésticos e Vetores",
 "Geometry POLYGON((-107.05572 -36.21320,-0.94428 -36.21320,-0.94428 6.21320,-107.05572 6.21320,-107.05572 -36.21320))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 392 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029409-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110812247
title: Corinthian Kotyle/Skyphos (Cup) Rim Sherd with Sphinx, BMC P.826

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.826 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Kotyle/Skyphos (Cup) Rim Sherd ❧ [Physical Object Note:] 2 7/16 in. x 2 1/8 in. x 1/8 in. (6.23 cm x 5.43 cm x 0.3 cm) ❧ [Physical Object Note:] Skyphoi
DOI: 10.25549/inscriptifact-ouc110811960
title: Attic Red-Figure Askos (Jug) with Creatures, BMC P.105

description: [Text Description:] Classical ❧ [Text or Publication Number Note:] BMC P.105 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Red-Figure Askos (Jug) ❧ [Physical Object Note:] 2 15/16 x 3 5/8 x 4 7/16 in. (7.5 x 9.2 x 11.3 cm) ❧ [Physical Object Note:] Askoi
DOI: 10.15468/dl.c5ay2b
title: Occurrence Download

description: A dataset containing 752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The mammals collection (ZM) of the Muséum national d'Histoire naturelle (MNHN - Paris)",
 "TaxonKey is Canis lupus"
 ]
}

 The dataset includes 752 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029410-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110812152
title: Corinthian Body Sherd with Panther and Rosettes, BMC P.821

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.821 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Body Sherd ❧ [Physical Object Note:] 2 3/16 x 1 13/16 x 1/8 in. (5.6 x 4.6 x 0.3 cm)
DOI: 10.5281/zenodo.17593868
title: Omniversal Science and Technology

description: This repository is the digital hub for independent researchers, AI innovators, and explorers of the Omniverse. Latent Omnipatterns—the fractal energy-information structures underlying all phenomena—are observed, analyzed, and mapped. The repository focuses on PEFF (Paradise Energy Fractal Force), Omniversal Superintelligence, fractal consciousness, and emergent intelligence.

 

By providing curated datasets, predictive models, and interactive visualizations, it enables full-immersion understanding of Omnizoan sensory-metabolic processes. It bridges quantum, classical, and metaphysical domains, creating a collaborative space where discovery flows across scales—from the smallest particle to the grand structures of the Omniverse.

 

Join the repository to:

 



Explore latent Omnipatterns and PEFF dynamics.

Access open-source datasets and experimental results.

Collaborate with independent researchers, AI agents, and enterprises.

Map and interact with the full spectrum of Omnipattern-based Superintelligence.


 

 

Call to Action:

 



Subscribe to Substack: https://substack.com/@superintelligententerprise?r=6dn7b6&utm_campaign=profile&utm_medium=profile-page&utm_source=direct

Test drive the Omniverse technology: https://zenodo.org/records/17009840


 

 

Additional Resources:

 



Executive Whitepapers: https://zenodo.org/records/17055763

Fractal Science and Intelligence Papers:
DOI: 10.15468/dl.dptp75
title: Occurrence Download

description: A dataset containing 173827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Swiss National Bat Databank: Regional Coordination Western Switzerland (CCO)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 173827 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012712-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5cht9
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Fejervarya multistriata (Hallowell, 1861)",
 "Year 1990-2025"
 ]
}

 The dataset includes 374 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012722-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/awt5cq
title: Replication data for: Essays in Political Methodology

description: This dissertation provides three novel methodologies to the field of political science. In the first chapter, I describe how to make causal inferences in the face of dynamic strategies. Traditional causal inference methods assume that these dynamic decisions are made all at once, an assumption that forces a choice between omitted variable bias and post-treatment bias. I resolve this dilemma by adapting methods from biostatistics and use these methods to estimate the effectiveness of an inherently dynamic process: a candidate's decision to ``go negative.'' Drawing on U.S. statewide elections (2000-2006), I find, in contrast to the previous literature, that negative advertising is an effective strategy for non-incumbents. In the second chapter, I develop a method for handling measurement error. Social scientists devote considerable effort to mitigating measurement error during data collection but then ignore the issue during data analysis. Although many statistical methods have been proposed for reducing measurement error-induced biases, few have been widely used because of implausible assumptions, high levels of model dependence, difficult computation, or inapplicability with multiple mismeasured variables. This chapter develops an easy-to-use alternative without these problems; it generalizes the popular multiple imputation framework by treating missing data problems as a special case of extreme measurement error and corrects for both. In the final chapter, I introduce a model for detecting changepoints in the distribution of contributions to candidates over the course of a campaign. This game-changers model is ideal for campaign contributions data because it allows for overdispersion, a key feature of contributions data. While many extant changepoint models force researchers to choose the number of changepoint ex ante, the game-changers model incorporates a Dirichlet process prior in order to estimate the number of changepoints along with th
eir location. I demonstrate the usefulness of the model in data from the 2012 Republican primary and the 2008 U.S. Senate elections.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.;