cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.erufx8
title: Occurrence Download

description: A dataset containing 45016 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cichorium intybus",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 45016 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034829-250802193616735/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.29877008
title: IMPACT OF INSECURITY ON ECONOMIC GROWTH AMONGST NORTH-EASTERN STATES OF NIGERIA

description: This article examines the impact of insecurity on economic growth in the North-Eastern states of Nigeria, a region plagued by persistent violent conflicts, particularly due to Boko Haram insurgency, banditry, and communal clashes. The study investigates how these security challenges have hindered economic development by disrupting agricultural activities, trade, and investment flows, which are the primary economic drivers in the region. Using data from official reports, surveys, and relevant literature, the article highlights key factors such as displacement of people, destruction of infrastructure, and loss of livelihoods. It further explores the resulting decline in GDP, employment rates, and government revenue. The findings reveal that insecurity has not only stifled local economies but also led to severe poverty and increased dependency on humanitarian aid. The article concludes by proposing policy recommendations, including improving security infrastructure, promoting peacebuilding efforts, and fostering regional economic diversification to mitigate the long-term impacts of insecurity on economic growth in North-Eastern Nigeria.
DOI: 10.6084/m9.figshare.29877008.v1
title: IMPACT OF INSECURITY ON ECONOMIC GROWTH AMONGST NORTH-EASTERN STATES OF NIGERIA

description: This article examines the impact of insecurity on economic growth in the North-Eastern states of Nigeria, a region plagued by persistent violent conflicts, particularly due to Boko Haram insurgency, banditry, and communal clashes. The study investigates how these security challenges have hindered economic development by disrupting agricultural activities, trade, and investment flows, which are the primary economic drivers in the region. Using data from official reports, surveys, and relevant literature, the article highlights key factors such as displacement of people, destruction of infrastructure, and loss of livelihoods. It further explores the resulting decline in GDP, employment rates, and government revenue. The findings reveal that insecurity has not only stifled local economies but also led to severe poverty and increased dependency on humanitarian aid. The article concludes by proposing policy recommendations, including improving security infrastructure, promoting peacebuilding efforts, and fostering regional economic diversification to mitigate the long-term impacts of insecurity on economic growth in North-Eastern Nigeria.
DOI: 10.5281/zenodo.16788889
title: Daten der Notaufnahmesurveillance

description: Der Datensatz 'Notaufnahmesurveillance' enthält aggregierte Daten der Routinedokumentation aus einer Auswahl deutscher Notaufnahmen aus dem AKTIN-Notaufnahmeregister und bildet die Grundlage für die Notaufnahmesurveillance am RKI.
DOI: 10.15468/dl.cesd38
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAD2841"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034832-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16780855
title: CRL Assessment of Test Articles from PharmACT AG in a Mouse  Model of Atherosclerosis, clinical cases

description: CRL Assessment of Test Articles (dualactive Hyaluronidase D016) from PharmACT AG in a Mouse  Model of Atherosclerosis, clinical cases
DOI: 10.5281/zenodo.16785010
title: CRL Assessment of Test Articles from PharmACT AG in a Mouse  Model of Atherosclerosis, clinical cases

description: CRL Assessment of Test Articles (dualactive Hyaluronidase D016) from PharmACT AG in a Mouse  Model of Atherosclerosis, clinical cases
DOI: 10.15468/dl.akdb5s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAD2842"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034834-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkrwt4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteraclis petersii"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034835-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16788808
title: Processual General Relativity: Mathematical Framework - Resolution of 15 Fundamental Problems
title: RGP-Math: Unified Solutions to Millennium Problems, Number Theory, and Computational Complexity

description: We present rigorous mathematical solutions to fifteen fundamental problems using the Processual General Relativity (PGR) framework. Through processual density ρ_proc as a fundamental quantity emerging from quantum entanglement entropy, we solve six of the seven Millennium Problems, classical conjectures in number theory, problems in algebraic geometry, and fundamental questions in theoretical computer science. Each solution includes rigorous analytical proofs, computational implementations, and quantitative falsification criteria. This framework establishes a new foundation for mathematics based on universal processual principles, demonstrating that mathematical structures emerge from informational dynamics rather than abstract logical constructions.The framework successfully resolves: (1) Riemann Hypothesis - all non-trivial zeros satisfy Re(s) = 1/2 via hermitian processual operators; (2) P vs NP - polynomial-time solutions through processual adiabatic quantum computation; (3) Navier-Stokes - global smooth solutions with processual dissipative terms; (4) Birch-Swinnerton-Dyer - rank equality via processual L-functions; (5) Hodge Conjecture - rational classes as algebraic cycles in processual limit; (6) Yang-Mills Mass Gap - dynamical mass generation yielding 78 MeV gap; (7) Goldbach Conjecture - every even number as sum of two primes; (8) Twin Prime Conjecture - infinite twin primes via processual correlation; (9) Collatz Hypothesis - universal convergence through processual Lyapunov functions.All results include computational verification, rigorous proofs, and quantitative falsification criteria. The processual density ρ_proc emerges as the most fundamental mathematical quantity, unifying diverse mathematical domains through common informational principles. This work represents a paradigm shift toward understanding mathematics as emergent from physical processes rather than abstract logical constructions.Keywords: Millennium Problems, Riemann Hypothesis, P vs NP, Processual Mathematics, Quantum Computation, Number Theory, Mathematical Physics, Computational MathematicsMSC Classification: 11M26, 68Q15, 35Q30, 11G40, 14C30, 81T13, 11A41, 11N05, 11B37
DOI: 10.5281/zenodo.16788807
title: Processual General Relativity: Mathematical Framework - Resolution of 15 Fundamental Problems
title: RGP-Math: Unified Solutions to Millennium Problems, Number Theory, and Computational Complexity

description: We present rigorous mathematical solutions to fifteen fundamental problems using the Processual General Relativity (PGR) framework. Through processual density ρ_proc as a fundamental quantity emerging from quantum entanglement entropy, we solve six of the seven Millennium Problems, classical conjectures in number theory, problems in algebraic geometry, and fundamental questions in theoretical computer science. Each solution includes rigorous analytical proofs, computational implementations, and quantitative falsification criteria. This framework establishes a new foundation for mathematics based on universal processual principles, demonstrating that mathematical structures emerge from informational dynamics rather than abstract logical constructions.The framework successfully resolves: (1) Riemann Hypothesis - all non-trivial zeros satisfy Re(s) = 1/2 via hermitian processual operators; (2) P vs NP - polynomial-time solutions through processual adiabatic quantum computation; (3) Navier-Stokes - global smooth solutions with processual dissipative terms; (4) Birch-Swinnerton-Dyer - rank equality via processual L-functions; (5) Hodge Conjecture - rational classes as algebraic cycles in processual limit; (6) Yang-Mills Mass Gap - dynamical mass generation yielding 78 MeV gap; (7) Goldbach Conjecture - every even number as sum of two primes; (8) Twin Prime Conjecture - infinite twin primes via processual correlation; (9) Collatz Hypothesis - universal convergence through processual Lyapunov functions.All results include computational verification, rigorous proofs, and quantitative falsification criteria. The processual density ρ_proc emerges as the most fundamental mathematical quantity, unifying diverse mathematical domains through common informational principles. This work represents a paradigm shift toward understanding mathematics as emergent from physical processes rather than abstract logical constructions.Keywords: Millennium Problems, Riemann Hypothesis, P vs NP, Processual Mathematics, Quantum Computation, Number Theory, Mathematical Physics, Computational MathematicsMSC Classification: 11M26, 68Q15, 35Q30, 11G40, 14C30, 81T13, 11A41, 11N05, 11B37
DOI: 10.15468/dl.sted5v
title: Occurrence Download

description: A dataset containing 71365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Finland",
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "Elevation is greater than or equal to -1000m",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 71365 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034830-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpc8cv
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Clematis thalictroides"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034836-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jmsha
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterycombus falcatus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034837-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12725243
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.7atzfe
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Clematis guadeloupae"
 ]
}

 The dataset includes 168 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034838-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9zqjr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Clematis fulvofurfuracea"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034839-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kggdvg
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Falkland Islands (Malvinas)",
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "Elevation is greater than or equal to -1000m",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 346 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034840-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrmzyt
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterygotrigla hemisticta"
 ]
}

 The dataset includes 315 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034841-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbm57q
title: Occurrence Download

description: A dataset containing 77945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Daucus carota",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 77945 records from 271 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034833-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6xgda
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAE0093"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034843-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14934293
title: The chat records of diagnoses for China's first batch of rare disease catalog by ChatGPT-4o and the four LLMs

description: This study aimed to evaluate the diagnostic accuracy of ChatGPT-4o and 4 open-source LLMs (qwen2.5:7b, Llama3.1:8b, qwen2.5:72b, and Llama3.1:70b) for rare diseases, assesses the language effect on diagnostic performance, and explore retrieval augmented generation (RAG) and chain-of-thought (CoT) reasoning.

This supplementary material includes the first rare disease catalog of ChatGPT-4o in China and all diagnostic chat records for four LLMs in this study. This file contains a collection of 11 chat content. The LLM diagnostic order of cases can be found in Appendix 2 of Multimedia.
DOI: 10.5281/zenodo.14934294
title: The chat records of diagnoses for China's first batch of rare disease catalog by ChatGPT-4o and the four LLMs

description: This study aimed to evaluate the diagnostic accuracy of ChatGPT-4o and 4 open-source LLMs (qwen2.5:7b, Llama3.1:8b, qwen2.5:72b, and Llama3.1:70b) for rare diseases, assesses the language effect on diagnostic performance, and explore retrieval augmented generation (RAG) and chain-of-thought (CoT) reasoning.

This supplementary material includes the first rare disease catalog of ChatGPT-4o in China and all diagnostic chat records for four LLMs in this study. This file contains a collection of 11 chat content. The LLM diagnostic order of cases can be found in Appendix 2 of Multimedia.
DOI: 10.15468/dl.b5etpj
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron bonariensis",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 136 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034844-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86gu58
title: Occurrence Download

description: A dataset containing 531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "Issue is Presumed negated longitude",
 "PublishingCountry is South Africa",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 531 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017755-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60656/f31c6dfe992846d8
title: Custom collection of lidar data from Bucharest, Cabauw, Chilbolton, Galați, Granada, and 13 other sites on 6 May 2025
DOI: 10.15468/dl.zqzvaf
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gliophorus sciophanus (Fr.) Herink"
 ]
}

 The dataset includes 33 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017756-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9edua3
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gliophorus sciophanus (Fr.) Herink"
 ]
}

 The dataset includes 33 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017757-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17617/3.cxelbr
title: GARFIELD, a toolkit for interpreting ultrafast electron diffraction data of imperfect quasi-single crystals

description: Software distribution for installation of the GARFIELD toolkit useful for interpreting ultrafast electron diffraction data of imperfect quasi-single crystals.&lt;br&gt;
This repository will stay on GARFIELD version 0.2.0 &lt;br&gt;
For the most recent version please visit:&lt;br&gt;
&lt;a href="https://gitlab.gwdg.de/gf/garfield/updates/-/releases/permalink/latest"&gt;https://gitlab.gwdg.de/gf/garfield/updates/-/releases/permalink/latest&lt;/a&gt;
DOI: 10.6084/m9.figshare.28929611
title: Factors driving the home-field advantage in litter decomposition: Decomposer ability and starvation disturbance

description: Litter decomposition is a key ecological process influencing carbon and nutrient cycling. Decomposer communities often perform better on locally familiar litter, a phenomenon known as home-field advantage (HFA). By synthesizing 1,213 observations using two analytical models, we quantified global HFA effects and identified environmental drivers. Our findings show that HFA can significantly enhance decomposition, particularly under nutrient-rich and climatically distinct conditions. Variability in microbial traits and litter quality plays a major role in shaping HFA strength. These insights deepen our understanding of microbial adaptation and decomposition dynamics, improving predictions of ecosystem functioning under changing environmental conditions.
DOI: 10.15468/dl.kyrqax
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-20.64723 45.24421,15.64723 45.24421,15.64723 59.75579,-20.64723 59.75579,-20.64723 45.24421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Culicoides tbilisicus Dzhafarov, 1964"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017758-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vnjzz
title: Occurrence Download

description: A dataset containing 783751 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Thalasseus maximus (Boddaert, 1783)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 783751 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017744-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnta4s
title: Occurrence Download

description: A dataset containing 1151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eucalyptus deglupta Blume)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1151 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017760-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3710028401-eng
title: Characteristics and median employment income of postsecondary graduates two years after graduation, by educational qualification and field of study (STEM and BHASE groupings)

description: Characteristics and median employment income of postsecondary graduates two years after graduation, by educational qualification (Classification of programs and credentials - professional degree variant) and field of study (Classification of Instructional Programs (CIP) Canada 2021 - STEM (science, technology, engineering and mathematics) and BHASE (business, humanities, health, arts, social science and education) groupings).
DOI: 10.15468/dl.cgqtqb
title: Occurrence Download

description: A dataset containing 7287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eucalyptus robusta Sm.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7287 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017761-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.