cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30938995.v1
title: Machine learning-assisted screening for canine Cushing’s syndrome

description: Cushing’s syndrome (CS) is a common endocrine disorder in dogs that can significantly impair their quality of life. Diagnosis is often challenging because of its variable clinical presentation, making it difficult to identify suitable candidates for further diagnostic tests. This study employed machine learning algorithms to assist in CS diagnosis using routinely available screening diagnostics, including complete blood count, serum chemistry panel, and urinalysis parameters such as urine specific gravity and urine protein-to-creatinine ratio. Data were collected from 153 control dogs initially suspected of CS but later excluded and 152 dogs with confirmed CS. A boosted tree algorithm (gradient boosting) was trained on 80% of the collected data, with the remaining 20% reserved for testing. The developed model demonstrated an accuracy of 88.5% [95% confidence interval (CI): 80.5–96.5%], a sensitivity of 83.3% (95% CI: 70.7–96.7%), a specificity of 93.5% (95% CI: 84.9–100%), and an area under the receiver operating characteristic curve of 0.912 (95% CI: 0.835–0.988), indicating excellent discriminatory ability. A user-friendly graphical interface was also developed to facilitate clinical implementation, potentially improving diagnostic efficiency and owner satisfaction.
DOI: 10.6084/m9.figshare.30977914
title: Consensus and knowledge gaps on Temporomandibular disorders among Lebanese dentists

description: This study aimed to assess consensus on various Temporomandibular Disorders (TMD) knowledge statements and examined differences in TMD knowledge among Lebanese licensed dentists based on demographic and professional characteristics. A cross-sectional study was conducted using an electronic self-administered questionnaire comprising 36 TMD knowledge statements derived from existing literature and refined by TMD experts. Consensus was defined as ≥ 70% agreement or disagreement. Associations between knowledge statements and demographic or professional characteristics were analyzed using Chi-square or Fisher’s exact tests for categorical variables and Kruskal–Wallis tests with Dunn’s post-hoc comparisons for continuous variables, with Bonferroni correction for multiple comparisons. A total of 368 dentists participated. Consensus was achieved for 20 statements, of which 15 statements reflected correct, evidence-based knowledge. Significant associations (p &lt; 0.007) were found between several demographic and professional characteristics and response patterns. The findings revealed shared misconceptions and gaps in evidence-based TMD knowledge among Lebanese dentists, highlighting the need for targeted educational interventions.
DOI: 10.6084/m9.figshare.30977914.v1
title: Consensus and knowledge gaps on Temporomandibular disorders among Lebanese dentists

description: This study aimed to assess consensus on various Temporomandibular Disorders (TMD) knowledge statements and examined differences in TMD knowledge among Lebanese licensed dentists based on demographic and professional characteristics. A cross-sectional study was conducted using an electronic self-administered questionnaire comprising 36 TMD knowledge statements derived from existing literature and refined by TMD experts. Consensus was defined as ≥ 70% agreement or disagreement. Associations between knowledge statements and demographic or professional characteristics were analyzed using Chi-square or Fisher’s exact tests for categorical variables and Kruskal–Wallis tests with Dunn’s post-hoc comparisons for continuous variables, with Bonferroni correction for multiple comparisons. A total of 368 dentists participated. Consensus was achieved for 20 statements, of which 15 statements reflected correct, evidence-based knowledge. Significant associations (p &lt; 0.007) were found between several demographic and professional characteristics and response patterns. The findings revealed shared misconceptions and gaps in evidence-based TMD knowledge among Lebanese dentists, highlighting the need for targeted educational interventions.
DOI: 10.15468/dl.7q5kte
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix psammophila"
 ]
}

 The dataset includes 104 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069652-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guz69s
title: Occurrence Download

description: A dataset containing 126462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-156.28635 75,-162.81732 73.74939,-163.24133 73.64576,-163.51589 73.56908,-163.86462 73.46053,-164.28475 73.31267,-164.81324 73.09892,-165.2581 72.89368,-165.78707 72.61734,-166.2475 72.34596,-166.58393 72.128,-166.86172 71.93455,-167.16874 71.70551,-167.62407 71.33363,-167.9685 71.02391,-168.29342 70.70639,-168.49052 70.50045,-168.75858 70.2024,-168.92987 70,-169.23467 69.61376,-169.36114 69.01627,-169.4804 68.4173,-169.59245 67.81694,-169.69726 67.21527,-169.79483 66.61238,-169.88513 66.00837,-169.96816 65.40331,-170.0194 65,-131.9404 65,-132.27661 65.41819,-132.50452 65.69803,-132.96461 66.25422,-133.43034 66.8057,-133.90166 67.3524,-134.37852 67.89428,-134.86088 68.43128,-135.34868 68.96333,-135.84186 69.4904,-136.32842 70,-136.74934 70.43279,-137.00273 70.6898,-137.51341 71.19993,-138.02926 71.70484,-138.55022 72.20447,-138.85465 72.41465,-139.52333 72.8403,-140.00852 73.12027,-140.60738 73.43477,-141.13254 73.68402,-141.75486 73.9491,-142.38812 74.18685,-143.03112 74.39684,-143.68264 74.57865,-144.34146 74.73196,-145.00633 74.85646,-145.70746 74.95568,-146.13167 75,-146.56003 75.03286,-155.68693 75.17547,-156.11475 75.03286,-156.28635 75))",
 "TaxonKey is Passeriformes",
 "Year 2015-2024"
 ]
}

 The dataset includes 126462 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069650-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyez88
title: Occurrence Download

description: A dataset containing 180335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((137.67802 -32.59638,138.27227 -32.59638,138.27227 -31.90843,137.67802 -31.90843,137.67802 -32.59638))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 180335 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069646-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18067254
title: Datasets for "Elucidating the hierarchical architecture of polymer spherulites via 4D scanning transmission electron microscopy"

description: This a 4D-STEM dataset of Poly(ε-caprolactone) (PCL) thin film acquired by EMPAD in ThermoFisher Scientific Spectra 300 microscope. The electron dose is ~1.7 e/Å2 for each scanning position, and the scan step is ~22.5 nm. The calibration in reciprocal space is ~0.067123 1/nm. Additional datasets are currently being uploaded. This description will be updated upon completion of new upload.
DOI: 10.5281/zenodo.18067253
title: Datasets for "Elucidating the hierarchical architecture of polymer spherulites via 4D scanning transmission electron microscopy"

description: This a 4D-STEM dataset of Poly(ε-caprolactone) (PCL) thin film acquired by EMPAD in ThermoFisher Scientific Spectra 300 microscope. The electron dose is ~1.7 e/Å2 for each scanning position, and the scan step is ~22.5 nm. The calibration in reciprocal space is ~0.067123 1/nm. Additional datasets are currently being uploaded. This description will be updated upon completion of new upload.
DOI: 10.15468/dl.89smkn
title: Occurrence Download

description: A dataset containing 1072561 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Empidonax difficilis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 1072561 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069648-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14351467
title: World Weather Repository ( Daily Updating )
DOI: 10.6084/m9.figshare.30977890.v1
title: Replication Package -&gt; "Who Changes Whom and How Often?"

description: This anonymized replication package supports an empirical study of follow-up change dynamics in human–AI collaborative software development. The study examines how AI agent-authored commits are revised over time, who performs these revisions, and how revision behavior varies across agents, languages, and file characteristics.The package is released anonymously for double-blind peer review, with all identifying information removed.
DOI: 10.6084/m9.figshare.30977890
title: Replication Package -&gt; "Who Changes Whom and How Often?"

description: This anonymized replication package supports an empirical study of follow-up change dynamics in human–AI collaborative software development. The study examines how AI agent-authored commits are revised over time, who performs these revisions, and how revision behavior varies across agents, languages, and file characteristics.The package is released anonymously for double-blind peer review, with all identifying information removed.
DOI: 10.5281/zenodo.16417533
title: The Pedieos Linear Park's Entrances and Amenities (Masterplan), Nicosia, Cyprus

description: A dataset containing spatial and attribute data for entrances and amenities (existing + proposed by the Masterplan) in the Pedieos Linear Park, Nicosia, Cyprus. 

-          Zone extent: 

The extents of the dataset refer to the Nicosia urban area.

Coordinate System: CGRS93

-        Proposed Amenities and entrances

That data for the existing and proposed entrances of the linear park was created manually in QGIS, based on the documentation of the masterplan proposed ot the area by the design and manging consortium. 

Schema:






Description



Text





Amenity



Text
DOI: 10.5281/zenodo.16417534
title: The Pedieos Linear Park's Entrances and Amenities (Masterplan), Nicosia, Cyprus

description: A dataset containing spatial and attribute data for entrances and amenities (existing + proposed by the Masterplan) in the Pedieos Linear Park, Nicosia, Cyprus. 

-          Zone extent: 

The extents of the dataset refer to the Nicosia urban area.

Coordinate System: CGRS93

-        Proposed Amenities and entrances

That data for the existing and proposed entrances of the linear park was created manually in QGIS, based on the documentation of the masterplan proposed ot the area by the design and manging consortium. 

Schema:






Description



Text





Amenity



Text
DOI: 10.5281/zenodo.16417503
title: Cyprus Monument Sites, Museums, and Galleries.

description: A dataset containing spatial and attribure data for cultural facilities in Cyprus.

 Zone extent: 

The extents of the dataset refer to the Government-controlled territories of the Republic of Cyprus. 

Cultural Facilities:

That data for all these culture-related facilities was retrieved from the official Visit  Cyprus website[1] where lists containing different cultural facilities are available.

Coordinate System: CGRS93

Data Preparation:

We processed these lists to obtain coordinates based on their names. Then, using Python in Jupiter notes, we obtained the coordinates for each address (Longitude and Latitude) using an API key from OpenStreetMap. However, a manual review of all the points was needed as some addresses provided initially on the list were not accurate or were not written appropriately. So, some points were edited manually and directly in QGIS to their accurate addresses.

Schema






Name



Text





Category



Text





Latitude



Decimal





Longitude



Decimal





Community



Text





District



Text









[1] https://www.visitcyprus.com/
DOI: 10.5281/zenodo.16417504
title: Cyprus Monument Sites, Museums, and Galleries.

description: A dataset containing spatial and attribure data for cultural facilities in Cyprus.

 Zone extent: 

The extents of the dataset refer to the Government-controlled territories of the Republic of Cyprus. 

Cultural Facilities:

That data for all these culture-related facilities was retrieved from the official Visit  Cyprus website[1] where lists containing different cultural facilities are available.

Coordinate System: CGRS93

Data Preparation:

We processed these lists to obtain coordinates based on their names. Then, using Python in Jupiter notes, we obtained the coordinates for each address (Longitude and Latitude) using an API key from OpenStreetMap. However, a manual review of all the points was needed as some addresses provided initially on the list were not accurate or were not written appropriately. So, some points were edited manually and directly in QGIS to their accurate addresses.

Schema






Name



Text





Category



Text





Latitude



Decimal





Longitude



Decimal





Community



Text





District



Text









[1] https://www.visitcyprus.com/
DOI: 10.5281/zenodo.16410011
title: Existing Entrances and Amenities of the Pedieos Linear Park, Nicosia, Cyprus

description: A dataset containing spatial and attribute data for entrances and amenities of the Pedieos Linear Park, Nicosia, Cyprus.

  Zone extent: 

The extents of the dataset refer to the Nicosia urban area, Cyprus.          

 Coordinate System: CGRS93

 Data Processing 

The data for the entrances and existing amenities of the linear park was manually collected, beginning with GPS tracking conducted in the field. This data was then processed and transformed within a QGIS platform. The classification of amenities was performed through on-site visual assessment. 

Schema

Description:  Text

Amenity: Text
DOI: 10.5281/zenodo.16410012
title: Existing Entrances and Amenities of the Pedieos Linear Park, Nicosia, Cyprus

description: A dataset containing spatial and attribute data for entrances and amenities of the Pedieos Linear Park, Nicosia, Cyprus.

  Zone extent: 

The extents of the dataset refer to the Nicosia urban area, Cyprus.          

 Coordinate System: CGRS93

 Data Processing 

The data for the entrances and existing amenities of the linear park was manually collected, beginning with GPS tracking conducted in the field. This data was then processed and transformed within a QGIS platform. The classification of amenities was performed through on-site visual assessment. 

Schema

Description:  Text

Amenity: Text
DOI: 10.15468/dl.wdrex7
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Grus grus, Leucogeranus leucogeranus, Grus monacha, Antigone vipio, Grus japonensis, Grus virgo)",
 "Year 2020-2025"
 ]
}

 The dataset includes 52 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069655-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/f2927a4a-79e9-4759-bfa8-25e6afaffeb7
title: Data and code underlying the publication: Color Strategies in AI Service Interfaces : Standardized Trust, Calculated Differentiation, and Design Isomorphism

description: This dataset and source code provide a comprehensive analysis of the color strategies employed by generative AI service interfaces. The study explores the visual trends of "Standardized Trust" and "Calculated Differentiation" within the AI industry through a quantitative lens.<strong>The repository includes:</strong><strong>Source Code-</strong>Python-based scripts for automated data collection (web crawling), color metadata extraction, and statistical analysis including Color Entropy and Principal Component Analysis (PCA).<strong>Dataset-</strong>Color data and metadata extracted from 82 representative generative AI services (selected from an initial pool of 100 global services).<strong>Analytical Outputs-</strong>Scripts to reproduce hue distribution graphs and PCA scatter plots as presented in the associated paper.This project offers empirical evidence of how AI services utilize specific color palettes to establish reliability and brand identity. It serves as a technical foundation for researchers in HCI (Human-Computer Interaction), UI/UX design, and AI-driven visual communication.
DOI: 10.4121/f2927a4a-79e9-4759-bfa8-25e6afaffeb7.v1
title: Data and code underlying the publication: Color Strategies in AI Service Interfaces : Standardized Trust, Calculated Differentiation, and Design Isomorphism

description: This dataset and source code provide a comprehensive analysis of the color strategies employed by generative AI service interfaces. The study explores the visual trends of "Standardized Trust" and "Calculated Differentiation" within the AI industry through a quantitative lens.<strong>The repository includes:</strong><strong>Source Code-</strong>Python-based scripts for automated data collection (web crawling), color metadata extraction, and statistical analysis including Color Entropy and Principal Component Analysis (PCA).<strong>Dataset-</strong>Color data and metadata extracted from 82 representative generative AI services (selected from an initial pool of 100 global services).<strong>Analytical Outputs-</strong>Scripts to reproduce hue distribution graphs and PCA scatter plots as presented in the associated paper.This project offers empirical evidence of how AI services utilize specific color palettes to establish reliability and brand identity. It serves as a technical foundation for researchers in HCI (Human-Computer Interaction), UI/UX design, and AI-driven visual communication.
DOI: 10.6084/m9.figshare.30945050
title: Data for figures of the article with title: "Fatigue failure in glasses under cyclic shear deformation"

description: Data for the figures of the article with title: "Fatigue failure in glasses under cyclic shear deformation"
DOI: 10.6084/m9.figshare.30945050.v1
title: Data for figures of the article with title: "Fatigue failure in glasses under cyclic shear deformation"

description: Data for the figures of the article with title: "Fatigue failure in glasses under cyclic shear deformation"
DOI: 10.15468/dl.fd8ktj
title: Occurrence Download

description: A dataset containing 14650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Myotis grisescens, Myotis handleyi, Myotis hasseltii, Myotis hermani, Myotis horsfieldii, Myotis hoveli, Myotis hyrcanicus, Myotis ikonnikovi, Myotis indochinensis, Myotis insularum, Myotis izecksohni, Myotis keaysi, Myotis keenii, Myotis laniger, Myotis larensis, Myotis lavali, Myotis leibii, Myotis levis, Myotis longicaudatus, Myotis longipes, Myotis lucifugus, Myotis macrodactylus, Myotis macropus, Myotis macrotarsus, Myotis martiniquensis, Myotis midastactus, Myotis moluccarum, Myotis montivagus, Myotis morrisi, Myotis muricola)",
 "CoordinateUncertaintyInMeters is less than or equal to 10000",
 "BasisOfRecord is one of (Specimen, Material sample, Human Observation)"
 ]
}

 The dataset includes 14650 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069658-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17617/3.ry6jmx
title: d2Smell - Cooked Rice

description: Data collected as part of the D2Smell project. The data includes the following fields&lt;br&gt;Collection method: Sample in glass vial&lt;br&gt;Collection volume: 20 ml&lt;br&gt;Mass of object sample: 5 g&lt;br&gt;Sampling method: static_headspace&lt;br&gt;Notes: Taken immediately after cooking, while still hot, from the pot into a vial and incubated for approximately 20 minutes before sampling.
Trap heating rate: Max
DOI: 10.15468/dl.qbj33j
title: Occurrence Download

description: A dataset containing 560123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 560123 records from 622 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069651-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14351562
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.pftf29
title: Occurrence Download

description: A dataset containing 8449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "IsInCluster is true",
 "Year 1984-2025"
 ]
}

 The dataset includes 8449 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069660-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqrdep
title: Occurrence Download

description: A dataset containing 66685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Myotis adversus, Myotis albescens, Myotis alcathoe, Myotis altarium, Myotis alticraniatus, Myotis ancricola, Myotis anjouanensis, Myotis annamiticus, Myotis annatessae, Myotis annectans, Myotis arescens, Myotis armiensis, Myotis atacamensis, Myotis ater, Myotis attenboroughi, Myotis auriculus, Myotis australis, Myotis austroriparius, Myotis bakeri, Myotis barquezi, Myotis badius, Myotis bartelsii, Myotis bechsteinii, Myotis blythii, Myotis bocagii, Myotis bombinus, Myotis borneoensis, Myotis brandtii, Myotis browni, Myotis bucharensis)",
 "CoordinateUncertaintyInMeters is less than or equal to 10000",
 "BasisOfRecord is one of (Specimen, Material sample, Human Observation)"
 ]
}

 The dataset includes 66685 records from 1297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069656-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bdu9z
title: Occurrence Download

description: A dataset containing 2687384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carnivora",
 "Continent is Europe"
 ]
}

 The dataset includes 2687384 records from 5483 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041604-240506114902167/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.27950703
title: Lepidoptera New Genes - Hoile et al

description: This study assesses the tempo and mode of new gene evolution at the emergence of the insect order Lepidoptera. We determined the relative contribution of different mechanisms of new gene genesis including duplication and sequence divergence, de novo gene genesis, and horizontal gene transfer. We describe the evolution of two specific gene families which were retained and duplicated across Lepidoptera after emerging on the ancestral branch.<br><br>All major data and code used in this study are available on this figshare repository. If there are any queries about any of the files please do not hesitate to contact any of the authors.