cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.37vzd6
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petrocodon"
 ]
}

 The dataset includes 348 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017302-251025141854904/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/13620778
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.26165/juelich-data/lgborq
title: Simulation data on the long-term evolution of the Solar System following a stellar flyby

description: Simulation data are provided on the long-term evolution of the Solar System following a stellar flyby. The simulation begins at 12,000 years after the periastron passage of a perturber star and models the Sun and the four giant planets, tracking the orbital paths of several thousand massless test particles over 1 Gyr. The data can be used for visualising particle properties. The data are openly available via the DESTINY project.
DOI: 10.15468/dl.ud4fpf
title: Occurrence Download

description: A dataset containing 2188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dactylurina"
 ]
}

 The dataset includes 2188 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017304-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vp8dn
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017303-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkgxpf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Natonemertes acutocaudata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017306-251025141854904/datasets/export for details.
DOI: 10.15468/dl.u2hgpj
title: Occurrence Download

description: A dataset containing 510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leopardus wiedii",
 "Country is Mexico",
 "Year is greater than or equal to 1700",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Unknown evidence)"
 ]
 }
 }
 ]
}

 The dataset includes 510 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017309-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e77v5m
title: Occurrence Download

description: A dataset containing 491 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biological Characterization of Natural Forests, Darién Nucleus, Valle del Cauca."
 ]
}

 The dataset includes 491 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017305-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2uyc9
title: Occurrence Download

description: A dataset containing 866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Gazella subgutturosa"
 ]
}

 The dataset includes 866 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017307-251025141854904/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.30155974.v1
title: BRAR-anchored multimodal dataset

description: Accurate assessment of alveolar bone resorption from panoramic radiographs is crucial for diagnosing and managing periodontal disease. However, the development of robust, automated diagnostic tools is significantly hampered by a scarcity of large-scale, expertly annotated multimodal datasets. To bridge this gap, we present a comprehensive periodontal dataset collected from 1,104 patients. This dataset uniquely integrates demographic information, full-mouth panoramic radiographs, and detailed clinician-annotated clinical indicators at both patient and tooth levels, with a critical focus on the assessment of alveolar bone resorption. Key clinical variables include the number of missing teeth, implants, retained roots, andopposing pairs of functionalteeth. The dataset introduces a novel Bone Resorption Age Ratio (BRAR), which provides a standardized method for assessing the severity of bone resorption. Data annotations were rigorously performed and validated by experienced periodontists, ensuring high data quality. The dataset’s large scale, combined with its rich multimodal structure and rigorously expert-validated annotations, provides a high-quality, foundational resource. It is poised to significantly accelerate the development and benchmarking of AI-driven diagnostic models and facilitate novel, large-scale clinical research in periodontics, contributing to advances in periodontal disease diagnosis, prognosis, and epidemiology.
DOI: 10.15468/dl.axwmyt
title: Occurrence Download

description: A dataset containing 31115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrolimus pini"
 ]
}

 The dataset includes 31115 records from 352 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017310-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5akpk
title: Occurrence Download

description: A dataset containing 2010 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dactylurina staudingeri"
 ]
}

 The dataset includes 2010 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017311-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k79y9n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parabalaenanemertes fusca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017312-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17104153
title: Gaze3P Dataset

description: Paper:

'Gaze3P: Gaze-Based Prediction of User-Perceived Privacy'

Description:

The Gaze3P artifact includes the full proposed dataset (stimuli, gaze data, and participants' demographics), the data collection software (for future data augmentation and reproducibility), the data processing code (to convert the eye tracking data into readable formats for further processing).

Security/Privacy Issues and Ethical Concerns:

Compliance with the privacy and ethics guidelines: The data was collected and processed according to the standards, guidelines, and approval of the ethical committee of the authors’ institution, with participants’ consent, remuneration, and pseudoanonymisation procedures. In particular, the privacy and ethical guidelines of the Menlo Report were satisfied.

Environment:

We provide a full description of how to use the data collection software and the raw gaze conversion code in a README file. We recommend using Windows 7 or later for compatibility with the EyeLink software.

Accessibility:

Artifacts uploaded to Zenodo and  Dropbox:

DOI: https://doi.org/10.5281/zenodo.17104154

 

Notes on Reusability:

The dataset can be used to infer further insights from the data. The data collection software can be used for future data augmentation and reproducibility.

To facilitate an effective starting point for working with the Gaze3P dataset, researchers are encouraged to first explore the dataset’s structure and properties, and then train baseline models following the procedures outlined here. (Note: This is particularly useful for researchers with expertise in differential privacy (DP), as it provides a practical introduction to standard ML workflows.)
DOI: 10.5281/zenodo.17104154
title: Gaze3P Dataset

description: Paper:

'Gaze3P: Gaze-Based Prediction of User-Perceived Privacy'

Description:

The Gaze3P artifact includes the full proposed dataset (stimuli, gaze data, and participants' demographics), the data collection software (for future data augmentation and reproducibility), the data processing code (to convert the eye tracking data into readable formats for further processing).

Security/Privacy Issues and Ethical Concerns:

Compliance with the privacy and ethics guidelines: The data was collected and processed according to the standards, guidelines, and approval of the ethical committee of the authors’ institution, with participants’ consent, remuneration, and pseudoanonymisation procedures. In particular, the privacy and ethical guidelines of the Menlo Report were satisfied.

Environment:

We provide a full description of how to use the data collection software and the raw gaze conversion code in a README file. We recommend using Windows 7 or later for compatibility with the EyeLink software.

Accessibility:

Artifacts uploaded to Zenodo and  Dropbox:

DOI: https://doi.org/10.5281/zenodo.17104154

 

Notes on Reusability:

The dataset can be used to infer further insights from the data. The data collection software can be used for future data augmentation and reproducibility.

To facilitate an effective starting point for working with the Gaze3P dataset, researchers are encouraged to first explore the dataset’s structure and properties, and then train baseline models following the procedures outlined here. (Note: This is particularly useful for researchers with expertise in differential privacy (DP), as it provides a practical introduction to standard ML workflows.)
DOI: 10.15468/dl.73h5a2
title: Occurrence Download

description: A dataset containing 885535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Corvus frugilegus",
 "Year 2020-2025"
 ]
}

 The dataset includes 885535 records from 862 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017273-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/apgrfn
title: NIRS Calibration for sensory attributes on raw fresh intact sweetpotato at CIP, Uganda.

description: The document highlights the NIR prediction models developed using spectra of raw intact sweetpotato roots collected across different genotypes and CIP trials in Uganda, in 2023. The process of sample and spectra collection has been documented earlier (https://doi.org/10.18167/agritrop/00708). Sensory reference data was collected according to documented protocols (Nakitto et al. 2022). Reference values (n=306 samples, 102 genotypes) and spectra were collected in first season of 2023 (2023A). Orange color intensity has consistently been modelled with higher accuracy (R2=0.88).
DOI: 10.15468/dl.8m2wz6
title: Occurrence Download

description: A dataset containing 1538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is RBINS Mollusc collection",
 "Country is Croatia"
 ]
}

 The dataset includes 1538 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001556-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fksw4w
title: Occurrence Download

description: A dataset containing 9289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Stenocercus A.M.C.Duméril & Bibron, 1837"
 ]
}

 The dataset includes 9289 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001554-250525065834625/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.29149250
title: sequence data metadata files for demultiplexing

description: metadata files needed to demultiplex the sequencing data with corresponding names in this project
DOI: 10.6084/m9.figshare.29149250.v1
title: sequence data metadata files for demultiplexing

description: metadata files needed to demultiplex the sequencing data with corresponding names in this project
DOI: 10.5281/zenodo.14913531
title: Weather data for Nine Major Cities of Japan's Warm Climate Regions and Sample IDF files

description: This dataset contains the climate data and IDF files used in the paper "Changes in Residential Heating and Cooling Energy Consumption in Nine Major Cities of Japan’s Warm Climate Regions Under Future Climate Conditions."
DOI: 10.5281/zenodo.14913532
title: Weather data  for Nine Major Cities of Japan's Warm Climate Regions

description: This dataset contains the climate data used in the paper "Changes in Residential Heating and Cooling Energy Consumption in Nine Major Cities of Japan’s Warm Climate Regions Under Future Climate Conditions."
DOI: 10.5281/zenodo.15518163
title: Weather data for Nine Major Cities of Japan's Warm Climate Regions and Sample IDF files

description: This dataset contains the climate data and IDF files used in the paper "Changes in Residential Heating and Cooling Energy Consumption in Nine Major Cities of Japan’s Warm Climate Regions Under Future Climate Conditions."
DOI: 10.15468/dl.hggznj
title: Occurrence Download

description: A dataset containing 987 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tachymenis Wiegmann, 1835"
 ]
}

 The dataset includes 987 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001557-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58073/sruc.27960810
title: Dataset on pig social nosing

description: A dataset of positive social interactions between pigs. All pen attributes file describes the physical environment experienced for each pig. All pen behaviours describes the social interactions and initiator and recipient identity. Codes for the various column headings are included as notes or in the heading text.
DOI: 10.58073/sruc.27960810.v2
title: Dataset on pig social nosing

description: A dataset of positive social interactions between pigs. All pen attributes file describes the physical environment experienced for each pig. All pen behaviours describes the social interactions and initiator and recipient identity. Codes for the various column headings are included as notes or in the heading text.
DOI: 10.58073/sruc.27960810.v1
title: Dataset on pig affiliative social interactions

description: A dataset of positive social interactions between pigs. All pen attributes file describes the physical environment experienced for each pig. All pen behaviours describes the social interactions and initiator and recipient identity. Codes for the various column headings are included as notes or in the heading text.
DOI: 10.21943/auas.28804112
title: Dataset and R-code

description: In the dataset you find all anonymized and aggregated student presence and engagement data.In the r-document you find the R-code for analyses
DOI: 10.21943/auas.28804112.v1
title: Dataset and R-code

description: In the dataset you find all anonymized and aggregated student presence and engagement data.In the r-document you find the R-code for analyses
DOI: 10.15468/dl.ez7rpu
title: Occurrence Download

description: A dataset containing 27577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Millettia laurentii De Wild., Erythrophleum ivorense A.Chev., Erythrophleum suaveolens (Guill. & Perr.) Brenan, Bobgunnia fistuloides (Harms) J.H.Kirkbr. & Wiersema, Pterocarpus soyauxii Taub., Cylicodiscus gabunensis Harms, Terminalia superba Engl. & Diels, Entandrophragma utile (Dawe & Sprague) Sprague, Entandrophragma cylindricum (Sprague) Sprague, Entandrophragma candollei Harms, Testulea gabonensis Pellegr., Milicia excelsa (Welw.) C.C.Berg, Dacryodes igaganga Aubrév. & Pellegr., Tieghemella africana Pierre, Lophira alata Banks ex C.F.Gaertn., Triplochiton scleroxylon K.Schum., Prioria balsamifera (Vermoesen) Breteler, Aucoumea klaineana Pierre, Afzelia bipindensis Harms)"
 ]
}

 The dataset includes 27577 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001559-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/3301249
title: Maaten T, Kiviste A, Vysotska N, Drenkhan R, Metslaid M, Drenkhan-Maaten T, Metslaid S. Growth performance and quality traits of Norway spruce Baltic provenances in Estonia
DOI: 10.18167/dvn1/necdgn
title: Instrumental textural and colour data, for boiled potato, at CIP, Uganda

description: The study used potato tubers of 73 genotypes harvested from trials in Kenya. Colour (lightness, L, redness, a, yellowness, b, chroma, C and hue, h) was measured from images of peeled raw and cooked cross-sections of potato tubers captured by the DigiEye. Texture was analysed following penetration procedure conducted on cooked potato pieces of standard size.
DOI: 10.15468/dl.yk6ufa
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Wilsonosaura Lehr, Moravec & von May, 2020"
 ]
}

 The dataset includes 261 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001562-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ewxxh
title: Occurrence Download

description: A dataset containing 454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Coleoptera of Georg Polentz Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 454 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001561-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15518241
title: Survey to assess circular fertiliser market uptake - local administrations
DOI: 10.5281/zenodo.15518242
title: Survey to assess circular fertiliser market uptake - local administrations
DOI: 10.15468/dl.yxe7ew
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Vascular plant herbarium, The Arctic University Museum of Norway (TROM)",
 "Country is Croatia"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001565-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49v95v
title: Occurrence Download

description: A dataset containing 810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus deuteronymus Schulz, 1906",
 "Country is Japan",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 810 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001566-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15518039
title: Supplementary Data for: Debugging with Flexible Snapshot Creation for Code Cities
DOI: 10.5281/zenodo.15518040
title: Supplementary Data for: Debugging with Flexible Snapshot Creation for Code Cities
DOI: 10.15468/dl.6zcyyt
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Coilia mystus (Linnaeus, 1758)",
 "Year 2000-2025"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001568-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s65a6v
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Kathryn Kalmbach Herbarium",
 "Country is Croatia"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001567-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7k6rg
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Tanzania, United Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017285-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ump5je
title: Occurrence Download

description: A dataset containing 460 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malesherbia linearifolia"
 ]
}

 The dataset includes 460 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017289-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umzmhf
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Thailand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017286-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ds6d59
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACP5075"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017287-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.