cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/x52kt9p5sj.3
title: Dataset on Stability Analysis of High Biomass and Yield in Maize Across Multiple Genotypes and Environments under Normal and Intercropping Systems

description: This dataset contains raw data collected from field experiments involving 20 maize genotypes grown in various environments with replicated blocks. The primary aim of the study was to evaluate biomass production and grain yield performance under two cropping systems: sole cropping and intercropping.

The dataset includes genotype codes, environmental identifiers, replication numbers, grain yield (tons per hectare), and total biomass (kilograms per hectare). These data support in-depth stability analyses, including biplot visualizations and the Genotype Stability Index (GSI), facilitating the assessment of adaptability and consistency of maize genotypes across diverse agro-ecological contexts.

Researchers in plant genetics, breeding, and agronomy can leverage this dataset to identify superior genotypes and implement sustainable cultivation strategies. Additionally, the open availability of this dataset promotes scientific transparency, reproducibility, and enables further meta-analytical research on crop stability.
DOI: 10.17632/pzzrv3kb9c
title: Geochronology and Geochemistry of Early–Middle Permian intrusive rocks Data-Haihua Zhang

description: Geochronology and Geochemistry of Early–Middle Permian intrusive rocks in the Southern Greater Xing'an Range, China
DOI: 10.17632/pzzrv3kb9c.1
title: Geochronology and Geochemistry of Early–Middle Permian intrusive rocks Data-Haihua Zhang

description: Geochronology and Geochemistry of Early–Middle Permian intrusive rocks in the Southern Greater Xing'an Range, China
DOI: 10.17632/pcr46x8hph.1
title: Salud mental y satisfacción con la vida de estudiantes universitarios latinoamericanos

description: la salud mental de los universitarios puede alterarse por diversos factores y afectar la satisfacción con la vida de los estudiantes.
DOI: 10.15468/dl.mkkaj9
title: Occurrence Download

description: A dataset containing 36275 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 one of (Arachniodes)"
 ]
}

 The dataset includes 36275 records from 315 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009781-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3mv393w76r
title: Tourism Supply Chain Management and Behavioral Dynamics: A Comparative Bibliometric Study of Global Practices Data

description: Tourism Supply Chain Management and Behavioral Dynamics: A Comparative Bibliometric Study of Global Practices Data
DOI: 10.17632/3mv393w76r.1
title: Tourism Supply Chain Management and Behavioral Dynamics: A Comparative Bibliometric Study of Global Practices Data

description: Tourism Supply Chain Management and Behavioral Dynamics: A Comparative Bibliometric Study of Global Practices Data
DOI: 10.5281/zenodo.15476292
title: Source data: Design principles of the common Gly-X6-Gly membrane protein building block

description: Source data for publication Golden et al 2025, Design principles of the common Gly-X6-Gly membrane protein building block
DOI: 10.5281/zenodo.15476293
title: Source data: Design principles of the common Gly-X6-Gly membrane protein building block

description: Source data for publication Golden et al 2025, Design principles of the common Gly-X6-Gly membrane protein building block
DOI: 10.15468/dl.wqbd4k
title: Occurrence Download

description: A dataset containing 577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.27852 3.58168,-73.03539 3.58168,-73.03539 9.89147,-78.27852 9.89147,-78.27852 3.58168))",
 "HasGeospatialIssue is false",
 "TaxonKey is Leopardus tigrinus"
 ]
}

 The dataset includes 577 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009782-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/v6jc5wwwkv.1
title: Manuela Lefort-Holguin_2025

description: Chronic osteoarthritis (OA) pain is a complex nociplastic condition that affects humans, as well as cats and dogs. This review summarizes the physiology of pain in healthy individuals, the physiopathology of OA pain, and the use of quantitative sensory testing (QST) to objectively assess somatosensory sensitization associated with chronic OA pain. It discusses the translation of human OA pain phenotype profiles to animals, the management of neuro-sensitization with currently prescribed treatments, and complementary methods for evaluating neuro-sensitization, such as electrodiagnostic testing. Additionally, this review serves as a practical guide for standardizing QST in rats, cats, and dogs, with explanatory appendices. It was hypothesised that in translation with the human condition, OA-induced rat models and naturally occurring OA in cats and dogs would exhibit similar somatosensory sensitization profiles. As observed in human OA, imbalance between facilitatory and inhibitory endogenous controls is present in animal OA, is traced with QST and governs different nociceptive phenotypes. Confirming and validating OA pain profiles will promote a patient-tailored approach to effectively alleviate neuro-sensitization in humans and animals.
DOI: 10.15468/dl.yhxdy9
title: Occurrence Download

description: A dataset containing 67916 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 one of (Helianthus annuus)"
 ]
}

 The dataset includes 67916 records from 765 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009761-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7916/wmdm-vm51
title:  Data For: An Improved Bio-Physical Parameterization for Radiant Heating in the Surface Ocean
DOI: 10.15468/dl.qvr934
title: Occurrence Download

description: A dataset containing 1059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Littorinidae, Cerithiidae, Turbinidae)",
 "Year 2000-2025"
 ]
}

 The dataset includes 1059 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009784-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upaue2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania carinata",
 "Country is United Arab Emirates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009785-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17129951
title: samarsoren/santali-spell-suggestion-wordlist: Santali Spell Suggestion Wordlist v1.0

description: Santali Spell Suggestion Wordlist v1.0

Dataset: Santali Spell Suggestion Wordlist
Number of words: 36,694 unique Santali words (Sat-Latn orthography)
Purpose: Designed for spell-checking, spell suggestion, predictive text, NLP research, OCR post-correction, digital dictionaries, and language technology development.

License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
Maintainer: Language Resource Hub (Samar Michael Soren [GitHub: Samar M Soren])

Notes



Dataset is provided as-is, without any warranty.

Non-commercial use only; derivative works must carry the same license.

UTF-8 encoded, plain text (.txt), one word per line.


Citation

Soren, Samar Michael. 2025. Santali Spell Suggestion Wordlist (36,694 Words). Language Resource Hub (LRH). Licensed under CC BY-NC-SA 4.0.

Contact

For questions, collaboration, or licensing inquiries:
Samar M Soren
Founder & Head, Language Resource Hub (LRH)
📧 samarsoren@gmail.com
ds
DOI: 10.5281/zenodo.17129952
title: samarsoren/santali-spell-suggestion-wordlist: Santali Spell Suggestion Wordlist v1.0

description: Santali Spell Suggestion Wordlist v1.0

Dataset: Santali Spell Suggestion Wordlist
Number of words: 36,694 unique Santali words (Sat-Latn orthography)
Purpose: Designed for spell-checking, spell suggestion, predictive text, NLP research, OCR post-correction, digital dictionaries, and language technology development.

License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
Maintainer: Language Resource Hub (Samar Michael Soren [GitHub: Samar M Soren])

Notes



Dataset is provided as-is, without any warranty.

Non-commercial use only; derivative works must carry the same license.

UTF-8 encoded, plain text (.txt), one word per line.


Citation

Soren, Samar Michael. 2025. Santali Spell Suggestion Wordlist (36,694 Words). Language Resource Hub (LRH). Licensed under CC BY-NC-SA 4.0.

Contact

For questions, collaboration, or licensing inquiries:
Samar M Soren
Founder & Head, Language Resource Hub (LRH)
📧 samarsoren@gmail.com
ds
DOI: 10.15468/dl.aa5kea
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania carinata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 125 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009786-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2g3nz8
title: Occurrence Download

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

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009788-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/eq5s8
title: Development of Strategic and Interactive Signing Instruction
DOI: 10.15468/dl.vb6u23
title: Occurrence Download

description: A dataset containing 409 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 one of (Arachniodes kurosawae)"
 ]
}

 The dataset includes 409 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009787-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkgjwx
title: Occurrence Download

description: A dataset containing 7566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Emydoidea blandingii",
 "Geometry POLYGON ((-84.76571 41.22334, -58.93394 41.22334, -58.93394 49.85477, -84.76571 49.85477, -84.76571 41.22334))"
 ]
}

 The dataset includes 7566 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009789-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cs8dej
title: Occurrence Download

description: A dataset containing 37307 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 one of (Lagenophora)"
 ]
}

 The dataset includes 37307 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009790-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8a9x3
title: Occurrence Download

description: A dataset containing 619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Urva auropunctata"
 ]
}

 The dataset includes 619 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009791-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqzt93
title: Occurrence Download

description: A dataset containing 112 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 one of (Neocheiropteris subhastatum)"
 ]
}

 The dataset includes 112 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009792-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe59ub
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania cristata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009793-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17186359
title: Kurukh_wordlist: Kurukh (Oraon) Wordlist v1.0.1 – 9,244 Words for NLP, Spell Checkers & Language Revitalization

description: Kurukh Wordlist v1.0

Dataset: Kurukh (Oraon) WordlistNumber of words: 9,244 unique Kurukh wordsPurpose: Designed for spell-checking, spell suggestion, predictive text, NLP research, OCR post-correction, digital dictionaries, and language technology development.

License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)Maintainer: Language Resource Hub (Samar Michael Soren [GitHub: Samar M Soren])

Notes



Dataset is provided as-is, without any warranty.

Non-commercial use only; derivative works must carry the same license.

UTF-8 encoded, plain text (.txt), one word per line.


Citation (Zenodo-ready)

Soren, Samar Michael. 2025. Kurukh Wordlist (9,244 Words). Language Resource Hub (LRH). DOI: https://doi.org/10.5281/zenodo.17186360. Licensed under CC BY-NC-SA 4.0.

Contact

For questions, collaboration, or licensing inquiries:Samar M SorenFounder & Head, Language Resource Hub (LRH)📧 samarsoren@gmail.com
DOI: 10.5281/zenodo.17186360
title: Kurukh_wordlist: Kurukh (Oraon) Wordlist v1.0.1 – 9,244 Words for NLP, Spell Checkers & Language Revitalization

description: Kurukh Wordlist v1.0

Dataset: Kurukh (Oraon) WordlistNumber of words: 9,244 unique Kurukh wordsPurpose: Designed for spell-checking, spell suggestion, predictive text, NLP research, OCR post-correction, digital dictionaries, and language technology development.

License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)Maintainer: Language Resource Hub (Samar Michael Soren [GitHub: Samar M Soren])

Notes



Dataset is provided as-is, without any warranty.

Non-commercial use only; derivative works must carry the same license.

UTF-8 encoded, plain text (.txt), one word per line.


Citation (Zenodo-ready)

Soren, Samar Michael. 2025. Kurukh Wordlist (9,244 Words). Language Resource Hub (LRH). DOI: https://doi.org/10.5281/zenodo.17186360. Licensed under CC BY-NC-SA 4.0.

Contact

For questions, collaboration, or licensing inquiries:Samar M SorenFounder & Head, Language Resource Hub (LRH)📧 samarsoren@gmail.com
DOI: 10.15468/dl.u68jvz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania cristata",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009794-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7916/d8-yv8j-wh98
title:  Data for: Observations of mean and wave orbital flows in the ocean's upper centimetres (version 1)

description: Observations of near-surface ocean currents, collected in 2008 in the Santa Barbara Channel. Archive contains a brief 'readme' file and two central MATLAB routines. The routines will grab the included raw data and make use of a small library of additional codes to reproduce key figures in "Observations of mean and wave orbital flows in the ocean's upper centimetres", Laxague & Zappa (2019), Journal of Fluid Mechanics. See the note below for more information.
DOI: 10.15468/dl.dpn4j2
title: Occurrence Download

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

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009795-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17186891
title: Datasets for heavy meson spectra fits from the Curci-Ferrari model

description: Datasets for the fit of heavy meson spectra from the Curci-Ferrari model, which allow to generate Figure 2 from arXiv:2509.04365 [hep-ph].
DOI: 10.5281/zenodo.17186892
title: Datasets for heavy meson spectra fits from the Curci-Ferrari model

description: Datasets for the fit of heavy meson spectra from the Curci-Ferrari model, which allow to generate Figure 2 from arXiv:2509.04365 [hep-ph].
DOI: 10.7916/d8-m1a6-7s88
title:  Data for: Observations of mean and wave orbital flows in the ocean's upper centimetres (version 2)

description: Observations of near-surface ocean currents, collected in 2008 in the Santa Barbara Channel. Archive contains a brief 'readme' file and two central MATLAB routines. The routines will grab the included raw data and make use of a small library of additional codes to reproduce key figures in "Observations of mean and wave orbital flows in the ocean's upper centimetres", Laxague & Zappa (2019), Journal of Fluid Mechanics. See the note below for more information.
DOI: 10.17632/fgdwt6nxj9
title: Shariful Alam

description: This dataset has been prepared by Dr. Shariful Alam, Associate Professor in the Department of Mathematics, IIEST, Shibpur. Dr. Alam’s research focuses on multi-criteria decision making in uncertain or imprecise environments, fuzzy mathematics and optimization, ecological modeling, mathematical biology, and supply chain management under uncertainty. The dataset comprises [briefly describe what your data includes: decision-matrices, fuzzy/neutrosophic membership values, simulation outputs, ranking of alternatives, etc.] generated using [models/methods, e.g., extended COPRAS, generalized spherical fuzzy/neutrosophic frameworks, etc.]. These data were collected/computed in order to support experiments, reproduce results, validate methodologies, and enable comparative studies in MCDM, fuzzy logic, and optimization under uncertainty. Formats provided include [Excel / CSV / MATLAB / other], and code (if any) along with usage notes are included to facilitate reuse by researchers in mathematics, computer science, decision sciences, operations research, and related fields
DOI: 10.17632/fgdwt6nxj9.1
title: Shariful Alam

description: This dataset has been prepared by Dr. Shariful Alam, Associate Professor in the Department of Mathematics, IIEST, Shibpur. Dr. Alam’s research focuses on multi-criteria decision making in uncertain or imprecise environments, fuzzy mathematics and optimization, ecological modeling, mathematical biology, and supply chain management under uncertainty. The dataset comprises [briefly describe what your data includes: decision-matrices, fuzzy/neutrosophic membership values, simulation outputs, ranking of alternatives, etc.] generated using [models/methods, e.g., extended COPRAS, generalized spherical fuzzy/neutrosophic frameworks, etc.]. These data were collected/computed in order to support experiments, reproduce results, validate methodologies, and enable comparative studies in MCDM, fuzzy logic, and optimization under uncertainty. Formats provided include [Excel / CSV / MATLAB / other], and code (if any) along with usage notes are included to facilitate reuse by researchers in mathematics, computer science, decision sciences, operations research, and related fields
DOI: 10.5281/zenodo.17187025
title: The Axis Model: A Unified Framework for Emergent Particle Structure, Cosmology, and Gravitational Phenomena

description: This repository contains the computational pipelines and empirical validation notebooks for the Axis Model framework—a geometric unification program in which fundamental particles and interactions emerge from scalar-stabilized configurations of quantized vector displacements (“mortons”).

All notebooks are designed for direct reproducibility in Google Colab and mirror the figures, fits, and statistical tests reported in the companion manuscripts. Exploratory prototypes from early development are retained for archival comparison but superseded by preregistered and corrected pipelines.

Domains covered





Gravitational wave anomalies: frequency-scan pipelines with preregistered specifications and family-wise error control.




Cosmological scaling: CMB large-angle suppression, dark-energy scaling, Hubble-tension diagnostics.




Astrophysical structure: galactic rotation curves, lensing deviations, Einstein Cross modeling, dispersion relations.




Particle benchmarks: electron finite-energy radius, muon decay, neutrino mass fits, chirality structure.




Theoretical extensions:





Statistical reproducibility and error-control formalism.




Recursive dimensional growth into tri-vector geometry.




Updated electron Morton benchmarks consistent with collider bounds and Planck cutoff.




New: first-principles derivation of the fine-structure constant (Appendix AK) — including canonical EFT normalization, projection-geometry factors, one-loop RG flow, and ppm-level two-loop stability bounds.





Revisions in this release





Added fine-structure constant derivation notebooks for appendix (AK) with a forward-only, non-circular pipeline linking Morton stability, the Bridge equation, and renormalization flow.



This dataset supersedes prior releases. For questions, compatibility issues, or support with the Colab notebooks, contact: amortonmd@gmail.com