cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.g695wu
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koerberiella wimmeriana",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 76 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014696-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18503028
title: CelebA-C: Digital Corruptions

description: This dataset is part of the CelebA-C benchmark, a large-scale image corruption dataset derived from the CelebA face dataset for evaluating model robustness under distribution shift.

This record contains the Digital-based corruption subset, including 



Contrast,

Elastic_transform, 

JPEG_compression, 

Pixelate, 

Saturate and 

Spatter 


each generated at five severity levels on the CelebA test split.

Images are stored in HDF5 format with lossless gzip compression and chunked storage to enable efficient loading and reproducible evaluation.

The complete CelebA-C benchmark is released as four complementary datasets due to repository size constraints:(i) Celeba_blur.h5(ii) Celeba_noise.h5(iii) Celeba_digital.h5, and(iv) Celeba_weather.h5 (refer to the DOIs of the other three datasets in the Related Works section)Together, these four records constitute the complete CelebA-C dataset.
DOI: 10.5281/zenodo.18503029
title: CelebA-C: Digital Corruptions

description: This dataset is part of the CelebA-C benchmark, a large-scale image corruption dataset derived from the CelebA face dataset for evaluating model robustness under distribution shift.

This record contains the Digital-based corruption subset, including 



Contrast,

Elastic_transform, 

JPEG_compression, 

Pixelate, 

Saturate and 

Spatter 


each generated at five severity levels on the CelebA test split.

Images are stored in HDF5 format with lossless gzip compression and chunked storage to enable efficient loading and reproducible evaluation.

The complete CelebA-C benchmark is released as four complementary datasets due to repository size constraints:(i) Celeba_blur.h5(ii) Celeba_noise.h5(iii) Celeba_digital.h5, and(iv) Celeba_weather.h5 (refer to the DOIs of the other three datasets in the Related Works section)Together, these four records constitute the complete CelebA-C dataset.
DOI: 10.15468/dl.jza5sb
title: Occurrence Download

description: A dataset containing 73612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neogobius",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 73612 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014658-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3d6584
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cymbidium ensifolium"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014695-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18629436
title: Decentralisation, Digital Ownership, and the Political Philosophy of Consensus

description: Supplementary Dataset S1 for 'The Digital Bearer Share: Proof of Stake, Infrastructural Power, and the Disembedding of Financial Governance' (Economy and Society, submitted). Contains entity-mapping tables, validator-level stake distributions (Ethereum Beacon Chain and Solana, snapshot 2025-01-15 UTC), longitudinal concentration data (8 snapshots, January 2021–January 2025), and Python replication code reproducing all quantitative claims in the manuscript. Entity attribution follows a three-tier methodology: Tier 1 (self-disclosed operators cross-validated against Rated.network), Tier 2 (deposit-address clustering per Grandjean, Nadler and Schär 2023), Tier 3 (unattributed residual, conservatively treated as independent). SHA-256 integrity checksums included.
DOI: 10.5281/zenodo.18629435
title: Decentralisation, Digital Ownership, and the Political Philosophy of Consensus

description: Supplementary Dataset S1 for 'The Digital Bearer Share: Proof of Stake, Infrastructural Power, and the Disembedding of Financial Governance' (Economy and Society, submitted). Contains entity-mapping tables, validator-level stake distributions (Ethereum Beacon Chain and Solana, snapshot 2025-01-15 UTC), longitudinal concentration data (8 snapshots, January 2021–January 2025), and Python replication code reproducing all quantitative claims in the manuscript. Entity attribution follows a three-tier methodology: Tier 1 (self-disclosed operators cross-validated against Rated.network), Tier 2 (deposit-address clustering per Grandjean, Nadler and Schär 2023), Tier 3 (unattributed residual, conservatively treated as independent). SHA-256 integrity checksums included.
DOI: 10.5281/zenodo.18621767
title: Arabic Short-Answer Similarity and Grading Dataset for Automated Assessment Research

description: This dataset was developed within a sociology course and was used to evaluate similarity algorithms between student answers (SA) and model answers (MA). It extends the dataset previously introduced in [1]. The data were collected from third-year secondary school students and consist of 270 student responses (27 questions per assignment × 10 student responses per question). Each response was evaluated independently by two human graders using predefined model answers. Scores range from 0 (completely incorrect) to 5 (completely correct). The graders worked independently and were unaware of each other’s evaluations. To ensure grading reliability, the final score for each response is the average of the two graders’ scores. The dataset represents Arabic textual answers in a sociology course and can be used for research in automated short-answer grading, similarity measurement, and Arabic NLP applications.Further details on the development, structure, and applications of this dataset are provided in [2]. 

[1] Shehab, A., et al. (2018). An automatic Arabic essay grading system based on text similarity algorithms. International Journal of Advanced Computer Science and Applications, 9(3), 263–268.

[2] Lotfy, N., et al. (2023). An enhanced automatic Arabic essay scoring system based on machine learning algorithms. Computer Modeling in Engineering & Sciences, 77, 1227–1249.

 

Any use of this dataset in published or publicly disseminated work, including journal articles, conference papers, theses, or technical reports, requires proper citation of the two references listed above.
DOI: 10.15468/dl.kyynja
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amygdalaria pelobotryon",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014697-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hv5qcb
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dunbaria punctata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 241 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014700-260208012135463/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.30581240
title: EKHI: an open database of optical and thermal radiative properties of solids - initial dataset

description: This is the initial dataset of EKHI (https://thermomat.ehu.eus/ekhi).
DOI: 10.6084/m9.figshare.30581240.v2
title: EKHI: an open database of optical and thermal radiative properties of solids - initial dataset

description: This is the initial dataset of EKHI (https://thermomat.ehu.eus/ekhi).
DOI: 10.6084/m9.figshare.30581240.v1
title: EKHI: an open database of optical and thermal radiative properties of solids - initial dataset

description: This is the initial dataset of EKHI (https://thermomat.ehu.eus/ekhi).
DOI: 10.15468/dl.q8wv3b
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amygdalaria panaeola",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 115 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014704-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18475131
title: Core fleets analyses for North Atlantic, Tropical Atlantic and South Atlantic ICCAT Ecoregions
DOI: 10.5281/zenodo.18475130
title: Core fleets analyses for North Atlantic, Tropical Atlantic and South Atlantic ICCAT Ecoregions
DOI: 10.15468/dl.5gf3cg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cymbidium tracyanum"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014705-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18629509
title: Data for "The pace of meeting carbon emission targets alters regional climate risks"
DOI: 10.5281/zenodo.18629510
title: Data for "The pace of meeting carbon emission targets alters regional climate risks"
DOI: 10.5281/zenodo.17466113
title: Photoinduced electronic ferroelectric phase in a metal-organic framework
DOI: 10.57760/sciencedb.37508
title: Unified Description of the Casimir Force and Spacetime Curvature via the Emergent Effects of the Quantum Vacuum
title: Unified Description of the Casimir Force and Spacetime Curvature via the Emergent Effects of the Quantum Vacuum

description:  Behind the success of general relativity and the standard cosmological model lie fundamental problems such as the absence of a microscopic mechanism for gravity and the uncertain nature of dark matter and dark energy. This paper proposes a unified theory of gravity based on the emergent effects of quantum vacuum, whose core innovation lies in achieving cross-scale parameter closure from microscopic quantum effects to macroscopic gravitational phenomena. The theory uses a set of microscopic parameters  independently calibrated from the Casimir effect to, for the first time, calculate Newtons constant G from first principles (with a 0.29% deviation from the experimental value) without introducing any dark components or extra degrees of freedom. It also self-consistently describes a series of cross-scale phenomena including surface gravity, the residual perihelion precession of Mercury, galactic rotation curves, dynamic dark energy, and the upper mass limit of neutron stars. The theory predicts the quantized spectral characteristics of gravitational waves in the kilohertz band, providing clear targets for experimental verification. This study offers a complete framework for the quantum vacuum origin of gravity that is quantitatively calculable and testable across scales.
description:  Behind the success of general relativity and the standard cosmological model lie fundamental problems such as the absence of a microscopic mechanism for gravity and the uncertain nature of dark matter and dark energy. This paper proposes a unified theory of gravity based on the emergent effects of quantum vacuum, whose core innovation lies in achieving cross-scale parameter closure from microscopic quantum effects to macroscopic gravitational phenomena. The theory uses a set of microscopic parameters  independently calibrated from the Casimir effect to, for the first time, calculate Newtons constant G from first principles (with a 0.29% deviation from the experimental value) without introducing any dark components or extra degrees of freedom. It also self-consistently describes a series of cross-scale phenomena including surface gravity, the residual perihelion precession of Mercury, galactic rotation curves, dynamic dark energy, and the upper mass limit of neutron stars. The theory predicts the quantized spectral characteristics of gravitational waves in the kilohertz band, providing clear targets for experimental verification. This study offers a complete framework for the quantum vacuum origin of gravity that is quantitatively calculable and testable across scales.
DOI: 10.57760/sciencedb.j00167.00048
title: Table 2 data for Accretion-Mode Transition: The Driver Behind Spectral Changes in Changing-Look AGNs
title: Table 2 data for Accretion-Mode Transition: The Driver Behind Spectral Changes in Changing-Look AGNs

description: Sample properties of Table 2. The columns include name, ra, dec,z, L3000, L5100, BHmass, ledd, FWHM, fllux, and S/N of Hbeta lines.
description: Sample properties of Table 2. The columns include name, ra, dec,z, L3000, L5100, BHmass, ledd, FWHM, fllux, and S/N of Hbeta lines.
DOI: 10.15468/dl.qxk48f
title: Occurrence Download

description: A dataset containing 14860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Duranta erecta",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 14860 records from 328 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014706-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.37201
title: Unified Description of Casimir Force and Spacetime Curvature by Quantum Vacuum Emergent Gravity
title: 用量子真空的涌现引力统一描述Casimir力与时空弯曲

description: Behind the success of general relativity and the standard cosmological model lie fundamental issues such as the lack of microscopic mechanisms of gravity and the unclear nature of dark matter and dark energy. This article proposes a unified theory of gravity based on the quantum vacuum emergence effect, whose core innovation lies in achieving cross scale parameter closure from microscopic quantum effects to macroscopic gravitational phenomena. The theory uses a set of microscopic parameters independently calibrated from the Casimir effect to calculate the Newton's constant G for the first time from first principles without introducing any dark components or additional degrees of freedom (with a deviation of 0.29% from experimental values), and consistently describes a series of cross scale phenomena such as surface gravity, Mercury perihelion precession residuals, Milky Way rotation curves, dynamic dark energy, and neutron star mass limits. The theory predicts the quantized spectral characteristics of gravitational waves in the kilohertz frequency range, providing a clear target for experimental determination. This study provides a complete framework for quantitatively calculating and cross scale testing the quantum vacuum origin of gravity. 
description: Behind the success of general relativity and the standard cosmological model lie fundamental issues such as the lack of microscopic mechanisms of gravity and the unclear nature of dark matter and dark energy. This article proposes a unified theory of gravity based on the quantum vacuum emergence effect, whose core innovation lies in achieving cross scale parameter closure from microscopic quantum effects to macroscopic gravitational phenomena. The theory uses a set of microscopic parameters independently calibrated from the Casimir effect to calculate the Newton's constant G for the first time from first principles without introducing any dark components or additional degrees of freedom (with a deviation of 0.29% from experimental values), and consistently describes a series of cross scale phenomena such as surface gravity, Mercury perihelion precession residuals, Milky Way rotation curves, dynamic dark energy, and neutron star mass limits. The theory predicts the quantized spectral characteristics of gravitational waves in the kilohertz frequency range, providing a clear target for experimental determination. This study provides a complete framework for quantitatively calculating and cross scale testing the quantum vacuum origin of gravity.
DOI: 10.15468/dl.5fv4dg
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amygdalaria consentiens",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014707-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18629544
title: A Survey on Risk-Adaptive Approaches in Autonomous Ecosystems: supplementary materials

description: This package provides detailed study notes in support of the literature review study entitled "A Survey on Risk-Adaptive Approaches in Autonomous Ecosystems"
DOI: 10.5281/zenodo.18629545
title: A Survey on Risk-Adaptive Approaches in Autonomous Ecosystems: supplementary materials

description: This package provides detailed study notes in support of the literature review study entitled "A Survey on Risk-Adaptive Approaches in Autonomous Ecosystems"
DOI: 10.15468/dl.wzk7t8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cymbidium floribundum"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014711-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9g6a4
title: Occurrence Download

description: A dataset containing 2522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fimbristylis quinquangularis quinquangularis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2522 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014712-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pu4825
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lecidoma demissum",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 199 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014710-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zp38fk
title: Occurrence Download

description: A dataset containing 898379 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is AntWeb"
 ]
}

 The dataset includes 898379 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014703-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71636/3ym9-cc47
title: Effects of a memory training program in older people with severememory loss [Dataset]

description: [ES]Objetivos: El objetivo principal de la investigación fue evaluar si un programa integral de entrenamiento de memoria, diseñado originalmente para personas mayores sanas, es igualmente efectivo en individuos con deterioro de memoria grave. Específicamente, se buscó analizar cambios en la memoria cotidiana mediante pruebas objetivas y medidas subjetivas de quejas de memoria.
Conclusiones: Los resultados indican que tanto el grupo con deterioro como el grupo de control mejoraron significativamente su rendimiento en tareas de memoria cotidiana y redujeron sus quejas subjetivas tras el entrenamiento. Se destaca que el grupo con deterioro mostró una mejoría superior en tareas de memoria prospectiva en comparación con el grupo sano. En conclusión, estos programas son herramientas eficaces para personas mayores con pérdidas de memoria severas
DOI: 10.15468/dl.s2z4tz
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Immersaria athroocarpa",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014713-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.