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

description: A dataset containing 795538 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Bird sounds from around the world"
 ]
}

 The dataset includes 795538 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069588-251120083545085/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.30976825.v1
title: <b>Postural instability and fall risk in Welders and the use of ICF framework in prediction of fall risk among Welders.</b>

description: <b>Objective.</b> Welding exposure is associated with secondary parkinsonism (Manganism) and a spectrum of long-term neurological disorders, including auditory–vestibular dysfunction. However, postural instability and fall risk in welders remain poorly characterized. This study aimed to determine balance impairment and fall risk in welders and to test whether integrating personal and environmental factors within the International Classification of Functioning, Disability and Health (ICF) framework improves prediction of fall history.<b>Methods.</b> Principal component analysis (PCA) was used to derive latent composite scores for balance performance, occupational exposure, and personal protective equipment (PPE) use, reducing dimensionality and multicollinearity among correlated measures. These PCA-derived components were entered into Firth penalized logistic regression models to assess associations with fall history while accounting for small-sample bias. Factorial analysis of mixed data (FAMD) was then applied as an exploratory multivariate approach to integrate continuous PCA components with categorical demographic and occupational variables and to visualize the joint data structure.<b>Results.</b> Compared with controls, welders demonstrated significantly worse balance and fall-related confidence, with moderate-to-large effect sizes for the Berg Balance Scale and Falls Efficacy Scale; Mini-BESTest differences did not remain significant after correction. In Firth logistic regression, the full multivariable model incorporating age, balance, exposure, and PPE indices showed the best overall fit (lowest AIC). Within this model, age emerged as the only independent predictor of fall history, while composite balance, exposure, and PPE measures were not statistically significant.<b>Conclusion</b>. Welders exhibit clinically meaningful balance impairments within a multifactorial exposure–health context. Although age is the primary determinant of fall risk, multivariate analyses indicate that cumulative occupational exposures and protective behaviors contribute to functional vulnerability, supporting ICF-informed, exposure-aware screening and targeted balance interventions in welding populations.
DOI: 10.17172/nomad/2025.12.31-1
title: NOMAD dataset: AzX2PI4_electronic_structure
DOI: 10.5281/zenodo.18103186
title: Supplemental Data: Quantum Coherence in Neural Microtubules: A Fully Unified, Empirically Grounded, and Testable Framework for Gamma Oscillation Precision Final Publication Version

description: Gamma-band oscillations (30–100 Hz) exhibit timing precision that challenges strictly classical accounts. We present: (1) rigorous, step-by-step decoherence derivations, (2) empirically constrained parameters from microtubule electromagnetic oscillations and tryptophan superradiance, (3) a conservative quantum–classical coupling that modulates PING/ING precision, (4) complete experimental designs integrating NV-center quantum sensing with high-density electrophysiology; and (5) computational validation pipelines. We formalize the Perry Constant, predict measurable coherence–precision correlations (r > 0.3), quantum consistent temperature scaling (Tc ≈ 12 ± 3 K), resonance-selective EM effects (Q > 5 in 40–60 Hz), and pharmacological selectivity for microtubule-targeting drugs. To address scale mismatches, we elaborate on weak EM coupling to ion channels. Alternative classical explanations are discussed and distinguished. Full mathematical derivations, experimental protocols, statistical plans, and equipment specifications are in Supplementary Information.
description: Gamma waves are like the drummer in your brain’s orchestra. They keep time with astonishing precision. Microtubules, tiny scaffolds inside neurons, may use quantum effects as a hidden tuning fork to sharpen this timing. We don’t claim quantum physics creates consciousness; we claim it fine-tunes rhythms the brain already generates. We provide exact experiments—with diamond-based quantum sensors and precise neural recordings—to confirm or refute the idea.
DOI: 10.5281/zenodo.18103187
title: Supplemental Data: Quantum Coherence in Neural Microtubules: A Fully Unified, Empirically Grounded, and Testable Framework for Gamma Oscillation Precision Final Publication Version

description: Gamma-band oscillations (30–100 Hz) exhibit timing precision that challenges strictly classical accounts. We present: (1) rigorous, step-by-step decoherence derivations, (2) empirically constrained parameters from microtubule electromagnetic oscillations and tryptophan superradiance, (3) a conservative quantum–classical coupling that modulates PING/ING precision, (4) complete experimental designs integrating NV-center quantum sensing with high-density electrophysiology; and (5) computational validation pipelines. We formalize the Perry Constant, predict measurable coherence–precision correlations (r > 0.3), quantum consistent temperature scaling (Tc ≈ 12 ± 3 K), resonance-selective EM effects (Q > 5 in 40–60 Hz), and pharmacological selectivity for microtubule-targeting drugs. To address scale mismatches, we elaborate on weak EM coupling to ion channels. Alternative classical explanations are discussed and distinguished. Full mathematical derivations, experimental protocols, statistical plans, and equipment specifications are in Supplementary Information.
description: Gamma waves are like the drummer in your brain’s orchestra. They keep time with astonishing precision. Microtubules, tiny scaffolds inside neurons, may use quantum effects as a hidden tuning fork to sharpen this timing. We don’t claim quantum physics creates consciousness; we claim it fine-tunes rhythms the brain already generates. We provide exact experiments—with diamond-based quantum sensors and precise neural recordings—to confirm or refute the idea.
DOI: 10.6084/m9.figshare.30976825
title: <b>Postural instability and fall risk in Welders and the use of ICF framework in prediction of fallers among Welders.</b>

description: <b>Objective.</b> Welding exposure is associated with secondary parkinsonism (Manganism) and a spectrum of long-term neurological disorders, including auditory–vestibular dysfunction. However, postural instability and fall risk in welders remain poorly characterized. This study aimed to determine balance impairment and fall risk in welders and to test whether integrating personal and environmental factors within the International Classification of Functioning, Disability and Health (ICF) framework improves prediction of fall history.<b>Methods.</b> Principal component analysis (PCA) was used to derive latent composite scores for balance performance, occupational exposure, and personal protective equipment (PPE) use, reducing dimensionality and multicollinearity among correlated measures. These PCA-derived components were entered into Firth penalized logistic regression models to assess associations with fall history while accounting for small-sample bias. Factorial analysis of mixed data (FAMD) was then applied as an exploratory multivariate approach to integrate continuous PCA components with categorical demographic and occupational variables and to visualize the joint data structure.<b>Results.</b> Compared with controls, welders demonstrated significantly worse balance and fall-related confidence, with moderate-to-large effect sizes for the Berg Balance Scale and Falls Efficacy Scale; Mini-BESTest differences did not remain significant after correction. In Firth logistic regression, the full multivariable model incorporating age, balance, exposure, and PPE indices showed the best overall fit (lowest AIC). Within this model, age emerged as the only independent predictor of fall history, while composite balance, exposure, and PPE measures were not statistically significant.<b>Conclusion</b>. Welders exhibit clinically meaningful balance impairments within a multifactorial exposure–health context. Although age is the primary determinant of fall risk, multivariate analyses indicate that cumulative occupational exposures and protective behaviors contribute to functional vulnerability, supporting ICF-informed, exposure-aware screening and targeted balance interventions in welding populations.
DOI: 10.6084/m9.figshare.30976825.v3
title: <b>Postural instability and fall risk in Welders and the use of ICF framework in prediction of fallers among Welders.</b>

description: <b>Objective.</b> Welding exposure is associated with secondary parkinsonism (Manganism) and a spectrum of long-term neurological disorders, including auditory–vestibular dysfunction. However, postural instability and fall risk in welders remain poorly characterized. This study aimed to determine balance impairment and fall risk in welders and to test whether integrating personal and environmental factors within the International Classification of Functioning, Disability and Health (ICF) framework improves prediction of fall history.<b>Methods.</b> Principal component analysis (PCA) was used to derive latent composite scores for balance performance, occupational exposure, and personal protective equipment (PPE) use, reducing dimensionality and multicollinearity among correlated measures. These PCA-derived components were entered into Firth penalized logistic regression models to assess associations with fall history while accounting for small-sample bias. Factorial analysis of mixed data (FAMD) was then applied as an exploratory multivariate approach to integrate continuous PCA components with categorical demographic and occupational variables and to visualize the joint data structure.<b>Results.</b> Compared with controls, welders demonstrated significantly worse balance and fall-related confidence, with moderate-to-large effect sizes for the Berg Balance Scale and Falls Efficacy Scale; Mini-BESTest differences did not remain significant after correction. In Firth logistic regression, the full multivariable model incorporating age, balance, exposure, and PPE indices showed the best overall fit (lowest AIC). Within this model, age emerged as the only independent predictor of fall history, while composite balance, exposure, and PPE measures were not statistically significant.<b>Conclusion</b>. Welders exhibit clinically meaningful balance impairments within a multifactorial exposure–health context. Although age is the primary determinant of fall risk, multivariate analyses indicate that cumulative occupational exposures and protective behaviors contribute to functional vulnerability, supporting ICF-informed, exposure-aware screening and targeted balance interventions in welding populations.
DOI: 10.6084/m9.figshare.30976825.v2
title: <b>Postural instability and fall risk in Welders and the use of ICF framework in prediction of fallers among Welders.</b>

description: <b>Objective.</b> Welding exposure is associated with secondary parkinsonism (Manganism) and a spectrum of long-term neurological disorders, including auditory–vestibular dysfunction. However, postural instability and fall risk in welders remain poorly characterized. This study aimed to determine balance impairment and fall risk in welders and to test whether integrating personal and environmental factors within the International Classification of Functioning, Disability and Health (ICF) framework improves prediction of fall history.<b>Methods.</b> Principal component analysis (PCA) was used to derive latent composite scores for balance performance, occupational exposure, and personal protective equipment (PPE) use, reducing dimensionality and multicollinearity among correlated measures. These PCA-derived components were entered into Firth penalized logistic regression models to assess associations with fall history while accounting for small-sample bias. Factorial analysis of mixed data (FAMD) was then applied as an exploratory multivariate approach to integrate continuous PCA components with categorical demographic and occupational variables and to visualize the joint data structure.<b>Results.</b> Compared with controls, welders demonstrated significantly worse balance and fall-related confidence, with moderate-to-large effect sizes for the Berg Balance Scale and Falls Efficacy Scale; Mini-BESTest differences did not remain significant after correction. In Firth logistic regression, the full multivariable model incorporating age, balance, exposure, and PPE indices showed the best overall fit (lowest AIC). Within this model, age emerged as the only independent predictor of fall history, while composite balance, exposure, and PPE measures were not statistically significant.<b>Conclusion</b>. Welders exhibit clinically meaningful balance impairments within a multifactorial exposure–health context. Although age is the primary determinant of fall risk, multivariate analyses indicate that cumulative occupational exposures and protective behaviors contribute to functional vulnerability, supporting ICF-informed, exposure-aware screening and targeted balance interventions in welding populations.
DOI: 10.15468/dl.49se2r
title: Occurrence Download

description: A dataset containing 1890 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ainsliaea acerifolia subapoda"
 ]
}

 The dataset includes 1890 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069593-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3yr8u8
title: Occurrence Download

description: A dataset containing 3343 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cymbopogon goeringii"
 ]
}

 The dataset includes 3343 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069594-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ruarg
title: Occurrence Download

description: A dataset containing 5447 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elymus dahuricus"
 ]
}

 The dataset includes 5447 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069596-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7yezb
title: Occurrence Download

description: A dataset containing 3046 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peucedanum terebinthaceum"
 ]
}

 The dataset includes 3046 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069597-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18103212
title: Acceptance Letter of Aarav's Manuscript in International Journal Of Mathematics And Computer Research IJMCR
DOI: 10.5281/zenodo.18103213
title: Acceptance Letter of Aarav's Manuscript in International Journal Of Mathematics And Computer Research IJMCR
DOI: 10.23636/wc86-cg56
title: Eccles Bequest Provenance

description: This dataset was created as part of a PhD placement project at the British Library titled, 'Curating the Manuscripts in the Lady Eccles Oscar Wilde Collection: Provenance, Preservation and Access' (2025). The spreadsheet records research undertaken into the provenance of Oscar Wilde's literary manuscripts and autograph letters in the manuscript portion of the Eccles Bequest (Add MS 81619-81884). The associated project report is available here: https://doi.org/10.23636/871t-9z46.
description: UK
DOI: 10.15468/dl.ey3d9z
title: Occurrence Download

description: A dataset containing 104423 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rosa multiflora"
 ]
}

 The dataset includes 104423 records from 608 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069582-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yh4gtf
title: Occurrence Download

description: A dataset containing 9113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Elephas maximus"
 ]
}

 The dataset includes 9113 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069601-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3yz8e6
title: Occurrence Download

description: A dataset containing 795538 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Bird sounds from around the world"
 ]
}

 The dataset includes 795538 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069598-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsmne5
title: Occurrence Download

description: A dataset containing 922804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Icterus bullockii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 922804 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069585-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8gusf
title: Occurrence Download

description: A dataset containing 4330 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocodylus moreletii (Duméril & Bibron, 1851)"
 ]
}

 The dataset includes 4330 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089837-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgbcjy
title: Occurrence Download

description: A dataset containing 9693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grus americana (Linnaeus, 1758)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 9693 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006319-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.waukh3
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Locality is Tlaquiltenango",
 "StateProvince is Morelos"
 ]
}

 The dataset includes 125 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005373-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pgl4z
title: Occurrence Download

description: A dataset containing 954 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera pardus (Linnaeus, 1758)"
 ]
}

 The dataset includes 954 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006319-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35uym4
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parodon bifasciatus Eigenmann, 1912"
 ]
}

 The dataset includes 25 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099079-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8jscm
title: Occurrence Download

description: A dataset containing 2547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 7.65616861287096",
 "DecimalLongitude is less than 7.65922816605535",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 2547 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005398-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5omrdw
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventario de gasterópodos terrestres y dulceacuícolas del área focal de Ixcan, Chiapas"
 ]
}

 The dataset includes 277 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006320-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bm9su
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum danii Pérez-Vera"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074391-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hf6v1v
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sargassum muticum (Yendo) Fensholt",
 "Geometry POLYGON((57.32 -4.36,57.32 55.63,169.85 55.63,169.85 -4.36,57.32 -4.36))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 75 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006320-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3quxtr
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acizzia jamatonica (Kuwayama, 1908))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041651-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.