cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18318807
title: agalinis_navasotensis_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.18318808
title: agalinis_navasotensis_zanfona_1.fasta.gz
DOI: 10.15468/dl.54pwyf
title: Occurrence Download

description: A dataset containing 10 records in GBIF matching the query:
SELECT
 publisher,
 COUNT(*) tot_registros
FROM
 occurrence
WHERE
 occurrence.countrycode = 'CL'
GROUP BY
 occurrence.publisher
ORDER BY
 tot_registros DESC
LIMIT 10

 The dataset's 10 records were derived from 2408 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000727-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjjjzk
title: Occurrence Download

description: A dataset containing 4606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence, Specimen)",
 "TaxonKey is Drimys brasiliensis Miers"
 ]
}

 The dataset includes 4606 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003723-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skepzx
title: Occurrence Download

description: A dataset containing 5133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "KingdomKey is Animalia",
 {
 "or" : [
 {
 "and" : [
 "Year is 2021",
 "GadmGid is USA.33.23_1"
 ]
 },
 {
 "and" : [
 "Year is 2021",
 "GadmGid is USA.39.35_1"
 ]
 },
 {
 "and" : [
 "Year is 2021",
 "GadmGid is USA.46.1_1"
 ]
 }
 ]
 }
 ]
}

 The dataset includes 5133 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009062-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17668484
title: The Universe as a Self-Limiting Negentropy Maximizer
DOI: 10.5281/zenodo.17668485
title: The Universe as a Self-Limiting Negentropy Maximizer
DOI: 10.5281/zenodo.17664420
title: LFINet: Linguistic Semantics Fused Chain-of-Thought Diffusion Model for Realistic Tree Sample Generation from Aerial Imagery

description: A lightweight image–text corpus tailored for forestry applications, designed to train both CLIP-style vision–language models and text-conditioned diffusion models. Each sample consists of an RGB tree image paired with a natural-language caption that captures key visual, structural, and phenological characteristics of the tree canopy.
DOI: 10.57756/uf23um
title: 3D model of the Hraschina Meteorite (NHMW-MIN-A2)

description: <p>3D scan of the 39 kilogram Hraschina iron meteorite (Medium octahedrite / IID), which is the founding specimen of the Vienna meteorite collection, the oldest in the world. Its fall was observed in Hraschina, near Zagreb, Croatia, on May 26, 1751. This piece of iron was first housed in the Imperial Treasury and in 1778 transferred to the Imperial Natural History Collection. The Hraschina meteorite provided the impulse to collect more <em>“stones from the sky”</em>, long before the extraterrestrial origin of meteorites was finally acknowledged in the scientific community.</p>
DOI: 10.15468/dl.37mjh9
title: Occurrence Download

description: A dataset listing the 3706 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.40139 -1.51345,-78.2589 -1.51345,-78.2589 -0.72179,-78.40139 -0.72179,-78.40139 -1.51345))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 3706 records were derived from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001833-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71796/wits-figshare.30674174
title: Data from: Alternative reproductive tactics in female striped mice: heavier females are more likely to breed solitary than communally

description: Alternative reproductive tactics (ARTs) are discrete reproductive phenotypes governed by decision rules called strategies. ARTs are fixed for life in species with alternative strategies, while tactic expression is plastic in species with a single strategy. ARTs have been investigated in males of many species, but few studies have tested whether the same theoretical framework applies in females. 2. Female striped mice (Rhabdomys pumilio) employ three ARTs: communal breeders give birth in a nest shared with female kin and a breeding male and show allo-parental care; returners give birth away from the shared nest and later return to it; and solitary breeders give birth away from the shared nest and do not return to the group. 3. Here, studying free-living female striped mice over six breeding seasons, we tested whether ARTs arise from alternative strategies or a single strategy. 4. We also asked to what extent stochastic extrinsic factors explain whether individuals become solitary rather than group living. 5. Females switched tactics, consistent with a single strategy, so we tested whether this represented a mixed or conditional single strategy. Only the latter predicts differences between ARTs in traits indicating competitive ability, such as body mass or age, before individuals adopt a tactic. We weighed females at conception when they were still group living to eliminate potential confounding effects of gestation and subsequent social tactic (solitary versus group living) on body mass. 6. Females that went on to use a solitary ART were heavier than those that became communal breeders and returners, in support of a conditional strategy. 7. Solitary breeders also arose through extrinsic factors (mortality of all adult female group members). They weighed less than females that became solitary while relatives were alive, but did not differ in body mass from communal breeders and returners. 8. We conclude that ART theory applies to both sexes, with female striped mice following a conditional single strategy. Future studies should consider the possibility that phenotypes that superficially resemble evolved tactics might also arise through non-adaptive extrinsic causes.
DOI: 10.71796/wits-figshare.30674174.v1
title: Data from: Alternative reproductive tactics in female striped mice: heavier females are more likely to breed solitary than communally

description: Alternative reproductive tactics (ARTs) are discrete reproductive phenotypes governed by decision rules called strategies. ARTs are fixed for life in species with alternative strategies, while tactic expression is plastic in species with a single strategy. ARTs have been investigated in males of many species, but few studies have tested whether the same theoretical framework applies in females. 2. Female striped mice (Rhabdomys pumilio) employ three ARTs: communal breeders give birth in a nest shared with female kin and a breeding male and show allo-parental care; returners give birth away from the shared nest and later return to it; and solitary breeders give birth away from the shared nest and do not return to the group. 3. Here, studying free-living female striped mice over six breeding seasons, we tested whether ARTs arise from alternative strategies or a single strategy. 4. We also asked to what extent stochastic extrinsic factors explain whether individuals become solitary rather than group living. 5. Females switched tactics, consistent with a single strategy, so we tested whether this represented a mixed or conditional single strategy. Only the latter predicts differences between ARTs in traits indicating competitive ability, such as body mass or age, before individuals adopt a tactic. We weighed females at conception when they were still group living to eliminate potential confounding effects of gestation and subsequent social tactic (solitary versus group living) on body mass. 6. Females that went on to use a solitary ART were heavier than those that became communal breeders and returners, in support of a conditional strategy. 7. Solitary breeders also arose through extrinsic factors (mortality of all adult female group members). They weighed less than females that became solitary while relatives were alive, but did not differ in body mass from communal breeders and returners. 8. We conclude that ART theory applies to both sexes, with female striped mice following a conditional single strategy. Future studies should consider the possibility that phenotypes that superficially resemble evolved tactics might also arise through non-adaptive extrinsic causes.
DOI: 10.5281/zenodo.17530603
title: PilotBus_Modular_Egress_v1

description: Deutsch (Kurzbeschreibung)Konzeptionelles Artefakt zur sicheren, modularen Gestaltung von Stadtbussen.Beschreibt ein Pilotprojekt für autorisierte Klick-Module (nicht-destruktive Notausstiege) und minimale Sitzwinkel-Anpassungen (±5–10 °) zur Optimierung von Raumgefühl und Sicherheit.Kein Bauplan, sondern Forschungs- und Diskussionsgrundlage für OEMs, Verkehrsverbünde und Sicherheitsbehörden.Rechtskonform nach UN-ECE-Normreferenzen, GDPR-bewusst, zivil-ethisch lizensiert.

English (Short Description)Conceptual artefact for safer, modular public-transport design.Defines a pilot specification for authorised click-modules (non-destructive egress panels) and minimal seat micro-angle adjustment (±5–10°) to enhance cabin safety and perceived space.Not a construction blueprint, but a civic research concept aligned with UN-ECE standards and GDPR principles.Released under CC BY-ND 4.0 by Winfried Brückner / ruahAI Systems.

 

Legal Safety Note:This YAML file represents a conceptual design study. It is not an engineering drawing or production specification.Any implementation requires independent technical verification, regulatory approval, and legal review.© 2025 Winfried Brückner — ruahAI Systems (Concept Only
DOI: 10.5281/zenodo.17530604
title: PilotBus_Modular_Egress_v1

description: Deutsch (Kurzbeschreibung)Konzeptionelles Artefakt zur sicheren, modularen Gestaltung von Stadtbussen.Beschreibt ein Pilotprojekt für autorisierte Klick-Module (nicht-destruktive Notausstiege) und minimale Sitzwinkel-Anpassungen (±5–10 °) zur Optimierung von Raumgefühl und Sicherheit.Kein Bauplan, sondern Forschungs- und Diskussionsgrundlage für OEMs, Verkehrsverbünde und Sicherheitsbehörden.Rechtskonform nach UN-ECE-Normreferenzen, GDPR-bewusst, zivil-ethisch lizensiert.

English (Short Description)Conceptual artefact for safer, modular public-transport design.Defines a pilot specification for authorised click-modules (non-destructive egress panels) and minimal seat micro-angle adjustment (±5–10°) to enhance cabin safety and perceived space.Not a construction blueprint, but a civic research concept aligned with UN-ECE standards and GDPR principles.Released under CC BY-ND 4.0 by Winfried Brückner / ruahAI Systems.

 

Legal Safety Note:This YAML file represents a conceptual design study. It is not an engineering drawing or production specification.Any implementation requires independent technical verification, regulatory approval, and legal review.© 2025 Winfried Brückner — ruahAI Systems (Concept Only
DOI: 10.13140/rg.2.2.20925.12005
title: THE EFFECT OF LANTHANIDES ON METHANOTROPHS AND OTHER ORGANISMS
DOI: 10.5281/zenodo.17529508
title: Semantic Framework for Healthcare Cloud Interoperability (Ξ_healthmesh v2)

description: This work presents a conceptual, data-free ontology for healthcare interoperability.It defines a semantic and governance structure that enables medical practices, pharmacies, and healthcare organizations to modernize and collaborate without transferring sensitive data.The framework demonstrates how auditability, ethical legitimacy, and decentralization can coexist under EU-compliant principles (EU AI Act Annex IV, ISO 42001, GDPR Art. 89).No real datasets are included – all elements are structural and synthetic, designed for research, education, and system design reference.It serves as a civic and ethical model for future healthcare data ecosystems in Europe.

 

© 2025 Winfried Brückner — ruahAI Systems  Buchenweg 5 · 63825 Blankenbach · Germany  Email: bwstrat@proton.me  

License: CC BY-ND 4.0 + ruahAI Tier System  All rights reserved under German / EU civil law.  This work is provided “as is”, without warranty or liability.  It contains no personal or sensitive data.  Use is permitted for civil, educational, and scientific purposes only, in compliance with EU AI Act Annex IV and GDPR Article 89.  AI-assisted formulation by ChatGPT (GPT-5, OpenAI) under the direction and authorship of Winfried Brückner (ruahAI).
DOI: 10.5281/zenodo.17529509
title: Semantic Framework for Healthcare Cloud Interoperability (Ξ_healthmesh v2)

description: This work presents a conceptual, data-free ontology for healthcare interoperability.It defines a semantic and governance structure that enables medical practices, pharmacies, and healthcare organizations to modernize and collaborate without transferring sensitive data.The framework demonstrates how auditability, ethical legitimacy, and decentralization can coexist under EU-compliant principles (EU AI Act Annex IV, ISO 42001, GDPR Art. 89).No real datasets are included – all elements are structural and synthetic, designed for research, education, and system design reference.It serves as a civic and ethical model for future healthcare data ecosystems in Europe.

 

© 2025 Winfried Brückner — ruahAI Systems  Buchenweg 5 · 63825 Blankenbach · Germany  Email: bwstrat@proton.me  

License: CC BY-ND 4.0 + ruahAI Tier System  All rights reserved under German / EU civil law.  This work is provided “as is”, without warranty or liability.  It contains no personal or sensitive data.  Use is permitted for civil, educational, and scientific purposes only, in compliance with EU AI Act Annex IV and GDPR Article 89.  AI-assisted formulation by ChatGPT (GPT-5, OpenAI) under the direction and authorship of Winfried Brückner (ruahAI).
DOI: 10.15468/dl.6e4s4v
title: Occurrence Download

description: A dataset containing 6915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corynespora",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6915 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001841-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17525875
title: Ethik- und Governance-Artefakt

description: This artifact defines the civic-ethical coordinates of Allied normality in Europe.It states that transatlantic partnership (USA, NATO) and Germany’s specialresponsibility toward Israel constitute a normal condition of a rule-of-law order.European federal sovereignty and decentralization do not contradict the alliance;they are its mature, auditable implementation.

FILES- allied_normality_v1.yaml

KEYWORDS / TAGSAllied Normality; Transatlantic Cooperation; NATO; Israel; Ethics; Governance; Europe; ruahAI

LICENSECC BY-ND 4.0

COPYRIGHT & ACKNOWLEDGEMENT© 2025 Winfried Brückner. Created within the ruahAI framework with AI assistance(ChatGPT, GPT-5) for structure and wording. Concept and responsibility remain with the author.
DOI: 10.5281/zenodo.17525876
title: Ethik- und Governance-Artefakt

description: This artifact defines the civic-ethical coordinates of Allied normality in Europe.It states that transatlantic partnership (USA, NATO) and Germany’s specialresponsibility toward Israel constitute a normal condition of a rule-of-law order.European federal sovereignty and decentralization do not contradict the alliance;they are its mature, auditable implementation.

FILES- allied_normality_v1.yaml

KEYWORDS / TAGSAllied Normality; Transatlantic Cooperation; NATO; Israel; Ethics; Governance; Europe; ruahAI

LICENSECC BY-ND 4.0

COPYRIGHT & ACKNOWLEDGEMENT© 2025 Winfried Brückner. Created within the ruahAI framework with AI assistance(ChatGPT, GPT-5) for structure and wording. Concept and responsibility remain with the author.
DOI: 10.5281/zenodo.17668562
title: Generative AI Tools, Models and Resources

description: Generative AI Tools, Models and Resources is a curated dataset designed to provide an accessible, organized collection of resources in the field of generative artificial intelligence. The dataset is derived from the Awesome Generative AI list (https://github.com/steven2358/awesome-generative-ai) and is available in both CSV and JSON formats. Each resource includes the following fields: Name, URL, description, tags, category, and subcategory.

This dataset is curated by Steven Van Vaerenbergh, a lecturer and researcher in machine learning and mathematics education at the University of Cantabria, Spain. The aim is to provide a practical and well-organized resource for the scientific community. The inclusion criteria reflect a combination of community input and the curator's judgment, making this a selected, rather than exhaustive, collection.

Potential use cases include academic research, teaching, and industry applications for identifying generative AI tools and trends. This repository will be periodically updated, with version history tracked via Zenodo.

License: CC BY 4.0. Proper attribution is required for use of this dataset.
DOI: 10.15468/dl.jtjunw
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Phyllostachys aurea"
 ]
}

 The dataset includes 104 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001842-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17520415
title: Dezentrale Wasser- und Energieinfrastruktur

description: Dieses Artefakt beschreibt ein zivil getriebenes Infrastruktur-Konzept, das Wasser-, Energie- und Kommunikationssysteme auf dezentraler Basis miteinander verbindet.Ziel ist der Aufbau einer offenen, gemeinwohlorientierten Architektur, in der Bürger, kleine Unternehmen und Kommunen durch vernetzte Mikro-Dienste (Zisternen, Sensorik, PV-Steuerung, Daten-Coops) ihre Versorgung eigenständig organisieren können.Das Modell kombiniert technische Resilienz (Edge-/Cloud-Struktur, KI-Integration, Datensouveränität) mit sozialer Selbstorganisation (Nachbarschaftskooperationen, Industrie-Einbindung, offene Governance).Es versteht sich als Blueprint für Regionen, die nachhaltige Wasser- und Energiekreisläufe schaffen wollen, ohne Abhängigkeit von zentralen Infrastrukturen.Der Text ist audit- und EU-AI-Act-konform gestaltet, vollständig synthetisch, und dient als Demonstrator einer zivilen „Civic-Cloud“-Struktur.
DOI: 10.5281/zenodo.17520414
title: Dezentrale Wasser- und Energieinfrastruktur

description: Dieses Artefakt beschreibt ein zivil getriebenes Infrastruktur-Konzept, das Wasser-, Energie- und Kommunikationssysteme auf dezentraler Basis miteinander verbindet.Ziel ist der Aufbau einer offenen, gemeinwohlorientierten Architektur, in der Bürger, kleine Unternehmen und Kommunen durch vernetzte Mikro-Dienste (Zisternen, Sensorik, PV-Steuerung, Daten-Coops) ihre Versorgung eigenständig organisieren können.Das Modell kombiniert technische Resilienz (Edge-/Cloud-Struktur, KI-Integration, Datensouveränität) mit sozialer Selbstorganisation (Nachbarschaftskooperationen, Industrie-Einbindung, offene Governance).Es versteht sich als Blueprint für Regionen, die nachhaltige Wasser- und Energiekreisläufe schaffen wollen, ohne Abhängigkeit von zentralen Infrastrukturen.Der Text ist audit- und EU-AI-Act-konform gestaltet, vollständig synthetisch, und dient als Demonstrator einer zivilen „Civic-Cloud“-Struktur.
DOI: 10.15468/dl.frxtpu
title: Occurrence Download

description: A dataset containing 161683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aythya nyroca",
 "HasCoordinate is true"
 ]
}

 The dataset includes 161683 records from 461 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001822-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpm3df
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxonomic revision of the Merodon tarsatus species group (Diptera, Syrphidae)"
 ]
}

 The dataset includes 125 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001844-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vket9
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trochophora",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001843-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14751581
title: Generative AI Tools, Models and Resources

description: Generative AI Tools, Models and Resources is a curated dataset designed to provide an accessible, organized collection of resources in the field of generative artificial intelligence. The dataset is derived from the Awesome Generative AI list (https://github.com/steven2358/awesome-generative-ai) and is available in both CSV and JSON formats. Each resource includes the following fields: Name, URL, description, tags, category, and subcategory.

This dataset is curated by Steven Van Vaerenbergh, a lecturer and researcher in machine learning and mathematics education at the University of Cantabria, Spain. The aim is to provide a practical and well-organized resource for the scientific community. The inclusion criteria reflect a combination of community input and the curator's judgment, making this a selected, rather than exhaustive, collection.

Potential use cases include academic research, teaching, and industry applications for identifying generative AI tools and trends. This repository will be periodically updated, with version history tracked via Zenodo.

License: CC BY 4.0. Proper attribution is required for use of this dataset.
DOI: 10.5281/zenodo.15005677
title: Generative AI Tools, Models and Resources

description: Generative AI Tools, Models and Resources is a curated dataset designed to provide an accessible, organized collection of resources in the field of generative artificial intelligence. The dataset is derived from the Awesome Generative AI list (https://github.com/steven2358/awesome-generative-ai) and is available in both CSV and JSON formats. Each resource includes the following fields: Name, URL, description, tags, category, and subcategory.

This dataset is curated by Steven Van Vaerenbergh, a lecturer and researcher in machine learning and mathematics education at the University of Cantabria, Spain. The aim is to provide a practical and well-organized resource for the scientific community. The inclusion criteria reflect a combination of community input and the curator's judgment, making this a selected, rather than exhaustive, collection.

Potential use cases include academic research, teaching, and industry applications for identifying generative AI tools and trends. This repository will be periodically updated, with version history tracked via Zenodo.

License: CC BY 4.0. Proper attribution is required for use of this dataset.