cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/txr-35x-696
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.8xnv64
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC9329"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034977-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nvgza
title: Occurrence Download

description: A dataset containing 16660 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Happywhale - Humpback whale in North Atlantic Ocean"
 ]
}

 The dataset includes 16660 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034978-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tm3rk
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudochromis xanthochir"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034979-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgxua6
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudochromis aureus"
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034982-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16789466
title: Laser profilometry of a crack surface due to high-cycle fatigue

description: This is the supplementary matrial to the publication Error quantification in self-affine analysis of fracture surfaces by Aleksandr Kukharskii and Sergey Abaimov.

DOI: 10.1103/qxyz-h88l

 

The data-set contains the raw data of laser profilometry of a fracture surface due to high-cycle fatigue.

Applied stress was 640 MPa, Number of cycles to failure was  0.89*10e6. 

For more details see the paper Error quantification in self-affine analysis of fracture surfaces
DOI: 10.5281/zenodo.16789467
title: Laser profilometry of a crack surface due to high-cycle fatigue

description: This is the supplementary matrial to the publication Error quantification in self-affine analysis of fracture surfaces by Aleksandr Kukharskii and Sergey Abaimov.

DOI: 10.1103/qxyz-h88l

 

The data-set contains the raw data of laser profilometry of a fracture surface due to high-cycle fatigue.

Applied stress was 640 MPa, Number of cycles to failure was  0.89*10e6. 

For more details see the paper Error quantification in self-affine analysis of fracture surfaces
DOI: 10.15468/dl.vy7kfg
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034983-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcaj6p
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACC5128"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034984-250802193616735/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.29877254
title: Heqing 2Ma GDGT data.xlsx

description: This file includes: (i) Fractional abundances of individual brGDGTs, GDGT proxies, and brGDGT concentration of Core HQ, and (ii) Fractional abundances of individual brGDGTs, GDGT proxies, and brGDGT concentration of soils surrounding core HQ.
DOI: 10.6084/m9.figshare.29877254.v1
title: Heqing 2Ma GDGT data.xlsx

description: This file includes: (i) Fractional abundances of individual brGDGTs, GDGT proxies, and brGDGT concentration of Core HQ, and (ii) Fractional abundances of individual brGDGTs, GDGT proxies, and brGDGT concentration of soils surrounding core HQ.
DOI: 10.15468/dl.phtyer
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAD3334"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034986-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16786137
title: "Entropy-Extended Agam Operator: Supplementary Methods, Data, and Reference Files for Quantum-Biophysical Modeling"

description: Manuscript status: This manuscript is currently submitted and under peer review.

Abstract:This Zenodo repository hosts the full supplementary methods document, raw and processed experimental datasets (including combustion spectroscopy and biophoton emission data), numerical simulation outputs, and the complete bibliography files associated with the Entropy-Extended Agam Operator framework. These comprehensive materials underpin the findings published in Entropy-Extended Agam Operator: A Quantum Thermodynamic Framework for Entropy–Coherence Coupling in Physical and Biological Systems. This repository enables full reproducibility of results and provides a resource for further research into entropy-coupled quantum dynamics and biological coherence phenomena.
DOI: 10.5281/zenodo.16786138
title: "Entropy-Extended Agam Operator: Supplementary Methods, Data, and Reference Files for Quantum-Biophysical Modeling"

description: Manuscript status: This manuscript is currently submitted and under peer review.

Abstract:This Zenodo repository hosts the full supplementary methods document, raw and processed experimental datasets (including combustion spectroscopy and biophoton emission data), numerical simulation outputs, and the complete bibliography files associated with the Entropy-Extended Agam Operator framework. These comprehensive materials underpin the findings published in Entropy-Extended Agam Operator: A Quantum Thermodynamic Framework for Entropy–Coherence Coupling in Physical and Biological Systems. This repository enables full reproducibility of results and provides a resource for further research into entropy-coupled quantum dynamics and biological coherence phenomena.
DOI: 10.15468/dl.x7t5hs
title: Occurrence Download

description: A dataset containing 3144 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphaenogaster subterranea"
 ]
}

 The dataset includes 3144 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034987-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64sknt
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034988-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7qn96
title: Occurrence Download

description: A dataset containing 178929 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anthurium"
 ]
}

 The dataset includes 178929 records from 810 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034981-250802193616735/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.29877257
title: Barriers to English Speaking Proficiency among Non-Native Speakers in Bangladesh: A Multidimensional Analysis of Challenges and Strategic Solutions

description: <i>This study examines barriers to English speaking skills in Bangladesh through research with 300 urban and rural participants. It identifies three main obstacles: educational system problems (grammar-focused teaching and poor teacher training), lack of English exposure outside school, and psychological barriers (fear of making mistakes). Data shows that 67% of students struggle with grammar-focused teaching, and 78% fear errors, with school system issues causing 30% of speaking problems. The research proposes solutions, including curriculum reforms emphasizing communication, supportive learning environments, and technology use. Small-group learning, English clubs, and digital apps offer promising solutions by providing low-anxiety settings for practice. Recommendations include comprehensive teacher training, balanced assessment methods, and culturally responsive policies to transform English education from knowledge-focused to communication-oriented learning. These offer valuable insights for educators, policymakers, and students working to enhance English-speaking proficiency in Bangladesh and similar contexts.</i>
DOI: 10.6084/m9.figshare.29877257.v1
title: Barriers to English Speaking Proficiency among Non-Native Speakers in Bangladesh: A Multidimensional Analysis of Challenges and Strategic Solutions

description: <i>This study examines barriers to English speaking skills in Bangladesh through research with 300 urban and rural participants. It identifies three main obstacles: educational system problems (grammar-focused teaching and poor teacher training), lack of English exposure outside school, and psychological barriers (fear of making mistakes). Data shows that 67% of students struggle with grammar-focused teaching, and 78% fear errors, with school system issues causing 30% of speaking problems. The research proposes solutions, including curriculum reforms emphasizing communication, supportive learning environments, and technology use. Small-group learning, English clubs, and digital apps offer promising solutions by providing low-anxiety settings for practice. Recommendations include comprehensive teacher training, balanced assessment methods, and culturally responsive policies to transform English education from knowledge-focused to communication-oriented learning. These offer valuable insights for educators, policymakers, and students working to enhance English-speaking proficiency in Bangladesh and similar contexts.</i>
DOI: 10.15468/dl.nnb3wg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACC0752"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034989-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48623/aperta.286157
title: Research Design Data Set Of A Co-Creation Workshop With Children

description: This is the dataset provided for the manuscript, entitled "A Co-Creation Workshop as Toy Hacking by Children and Design Students: Collage Toys". It provides a wide scope of supportive appendices, which consist of raw data and processed data.
DOI: 10.6084/m9.figshare.29847194
title: Data Files for "Implications of sanidine K/Ca compositions for <sup>40</sup>Ar/<sup>39</sup>Ar geochronology"

description: Files:rhyolite-MELTSData/Sample output data from rhyolite-MELTS model for 5 samples indicatedTable 1. Age vs K/Ca data for Fish Canyon Tuff sanidineTable 2. Bulk rock compositions for rhyolite-MELTS modellingTable 3. AM-1 (79gr) sanidine compositions
DOI: 10.6084/m9.figshare.29847194.v1
title: Data Files for "Implications of sanidine K/Ca compositions for <sup>40</sup>Ar/<sup>39</sup>Ar geochronology"

description: Files:rhyolite-MELTSData/Sample output data from rhyolite-MELTS model for 5 samples indicatedTable 1. Age vs K/Ca data for Fish Canyon Tuff sanidineTable 2. Bulk rock compositions for rhyolite-MELTS modellingTable 3. AM-1 (79gr) sanidine compositions
DOI: 10.15468/dl.29p6j8
title: Occurrence Download

description: A dataset containing 482444 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NSW Biosecurity Information System - Weeds"
 ]
}

 The dataset includes 482444 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034985-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9eec6
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034990-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnh8w3
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ryukyupercis gushikeni"
 ]
}

 The dataset includes 58 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034991-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zturc
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mammillaria zeilmanniana"
 ]
}

 The dataset includes 24 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034992-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/6t3u2i
title: Results of Assessment of Food Security and Dietary Habits among Residents of People's Housing Project in Klang Valley, Malaysia

description: Contains the questionnaire that was used, the data collected, and certain transformation of data.
DOI: 10.15468/dl.sq9xmp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADF4599"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034993-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2g2e5
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.79991 44.05894,-78.78956 44.05894,-78.78956 44.06575,-78.79991 44.06575,-78.79991 44.05894))",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034994-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvwjj4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAV7423"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034995-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vgjv3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parapercis gushikeni"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034996-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cete7t
title: Occurrence Download

description: A dataset containing 538 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salarias alboguttatus"
 ]
}

 The dataset includes 538 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034997-250802193616735/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.29877269
title: Geolocation Analysis Software- Version 20 with improved interface for model measurements

description: Software package supporting CEAS papersDistribution Notes- gnb_combiner_V20_10aug2025.for, Gerald M. Lerner; gmlerner@verizon.net; 8 Glen Eagles Ct, Silver Spring , MD 20906 <br>The Author has a briefing package to describe the software and papers, and is interested in supporting the application of the model to real-world examples.<br>GEO-model, spherical rotating earth to model performance from high-earth collectorsMore "operational version of earlier Figshare repository code which used a "flat earth" model to validate the considered covariance GNB combiner and test various geolocation concepts:<br>Three papers in CEAS Space Journal were published based on this work and are available: https://link.springer.com.<br> https://link.springer.com/article/10.1007/s12567-024-00578-4 https://link.springer.com/article/10.1007/s12567-024-00552-0 https://www.doi.org/10.1007/s12567-025-00646-3<br>
DOI: 10.6084/m9.figshare.29877269.v1
title: Geolocation Analysis Software- Version 20 with improved interface for model measurements

description: Software package supporting CEAS papersDistribution Notes- gnb_combiner_V20_10aug2025.for, Gerald M. Lerner; gmlerner@verizon.net; 8 Glen Eagles Ct, Silver Spring , MD 20906 <br>The Author has a briefing package to describe the software and papers, and is interested in supporting the application of the model to real-world examples.<br>GEO-model, spherical rotating earth to model performance from high-earth collectorsMore "operational version of earlier Figshare repository code which used a "flat earth" model to validate the considered covariance GNB combiner and test various geolocation concepts:<br>Three papers in CEAS Space Journal were published based on this work and are available: https://link.springer.com.<br> https://link.springer.com/article/10.1007/s12567-024-00578-4 https://link.springer.com/article/10.1007/s12567-024-00552-0 https://www.doi.org/10.1007/s12567-025-00646-3<br>
DOI: 10.34740/kaggle/dsv/12726484
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.4sgna7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAE7773"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034998-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxx5dm
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pachyphytum brevifolium"
 ]
}

 The dataset includes 19 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034999-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.5070275
title: AI-related patents (WIPO, category G06N) and market capitalisation by companies registering at least 2 new ones in 2019, sorted into four global regions (China, USA, EEA, rest of the world)

description: NOTE: for some reason the pptx and previews keep getting munged on this supposedly permanent arxiv, but the data is still there, unchanged, and you can see how the pptx should look in either the jpg, or the the article.

Datasets and presentations concerning the strength of the EU and "the rest of the world" relative to China and the USA, for the purpose of illustrating and counteracting / better informing narratives concerning a "new AI cold war". The materials authored by us may be freely used under the terms of the MIT License, which appears in its entirety in both the dataset and the presentation. The other materials are only curated by us, taken from Twitter as examples of misinformation pertaining to this concern.

As of 28 June, this work now also appears in a formal publication: Joanna J. Bryson, Helena Malikova; Is There an AI Cold War?. Global Perspectives 2021; 2 (1): 24803. doi: https://doi.org/10.1525/gp.2021.24803

Authors: The original analysis was conducted primarily by Malikova in collaboration with Bryson. An associated publication is anticipated where Bryson is the lead author.

Contributors: independently followed Malikova's procedures to check her work. Inconsistencies were triple checked and resolved.
description: A linked project contains embargoed versions of screen shots evidencing some numbers appearing in the dataset which are not publicly available.
DOI: 10.5281/zenodo.4128740
title: AI-related patents (WIPO, category G06N) and market capitalisation by companies registering at least 2 new ones in 2019, sorted into four global regions (China, USA, EEA, rest of the world)

description: NOTE: for some reason the pptx and previews keep getting munged on this supposedly permanent arxiv, but the data is still there, unchanged, and you can see how the pptx should look in either the jpg, or the the article.

Datasets and presentations concerning the strength of the EU and "the rest of the world" relative to China and the USA, for the purpose of illustrating and counteracting / better informing narratives concerning a "new AI cold war". The materials authored by us may be freely used under the terms of the MIT License, which appears in its entirety in both the dataset and the presentation. The other materials are only curated by us, taken from Twitter as examples of misinformation pertaining to this concern.

As of 28 June, this work now also appears in a formal publication: Joanna J. Bryson, Helena Malikova; Is There an AI Cold War?. Global Perspectives 2021; 2 (1): 24803. doi: https://doi.org/10.1525/gp.2021.24803

Authors: The original analysis was conducted primarily by Malikova in collaboration with Bryson. An associated publication is anticipated where Bryson is the lead author.

Contributors: independently followed Malikova's procedures to check her work. Inconsistencies were triple checked and resolved.
description: A linked project contains embargoed versions of screen shots evidencing some numbers appearing in the dataset which are not publicly available.