cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.veh73n
title: Occurrence Download

description: A dataset containing 1048 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Karpatiosorbus ×hybrida (Bechst.) Sennikov & Kurtto"
 ]
}

 The dataset includes 1048 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036192-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxrxn8
title: Occurrence Download

description: A dataset listing the 1239 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Aves"
 ]
}

 The dataset's 1239 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007805-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcbp5s
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((104.04661 0.73943,104.33988 0.73943,104.33988 0.96473,104.04661 0.96473,104.04661 0.73943))"
 ]
}

 The dataset includes 170 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007806-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ybdr-5e58
title: "ADHD_Detection_Dataset"

description: "This dataset comprising posts related to ADHD sourced from Reddit has been utilized. However, certain sentences in the dataset were not relevant to ADHD. Therefore, the author fine-tunes the dataset by extracting sentences containing symptoms associated with ADHD. A predefined list of ADHD-related keywords, representing common symptoms and behaviours such as \"inattentive,\" \"impulsive,\" and \"hyperactive\u201d, was curated to serve as the initial lexicon. To incorporate variations in language and terminology, the lexicon was expanded using WordNet, a lexical database from the \u2018nltk\u2019 library. For each keyword, synonyms were generated and added to the list, ensuring comprehensive coverage of symptom-related expressions. A filtering function is developed to identify the posts containing any of the ADHD keywords or their synonyms. Algorithm 1 defines the step-by-step construction of the fine-tuned ADHD dataset. To complement this dataset, a non-ADHD dataset such as Sentiment 140 has also been incorporated. By integrating ADHD-specific posts with general sentiment data, the proposed model is better equipped to generalize across different types of text, consequenty improving its robustness and performance to identify relevant behavioral and linguistic patterns. "
DOI: 10.5281/zenodo.17199042
title: Data for "Giant topological Hall effect in epitaxial Ni80Fe20/La0.65Sr0.35MnO3 thin film heterostructures" Phys. Rev. Materials - Accepted 12 September, 2025  DOI: https://doi.org/10.1103/5qr7-s1h8

description: Here we upload the data for the manuscript "Giant topological Hall effect in epitaxial Ni80Fe20/La0.65Sr0.35MnO3 thin film heterostructures". The data underlying the figures of the main text and appendices are provided as txt and tiff files.
DOI: 10.5281/zenodo.17199043
title: Data for "Giant topological Hall effect in epitaxial Ni80Fe20/La0.65Sr0.35MnO3 thin film heterostructures" Phys. Rev. Materials - Accepted 12 September, 2025  DOI: https://doi.org/10.1103/5qr7-s1h8

description: Here we upload the data for the manuscript "Giant topological Hall effect in epitaxial Ni80Fe20/La0.65Sr0.35MnO3 thin film heterostructures". The data underlying the figures of the main text and appendices are provided as txt and tiff files.
DOI: 10.15468/dl.nfd7v5
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eptesicus isabellinus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015370-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32frrd
title: Occurrence Download

description: A dataset containing 56 records in GBIF matching the query:
SELECT "year", COUNT(*) as RecordsCount 
 FROM occurrence
 WHERE "year" &gt;= 1970 
 AND level0gid = 'ZAF'
 AND countrycode = 'ZA'
 AND (kingdom = 'Plantae' OR kingdom = 'Animalia') 
 AND (basisOfRecord = 'OBSERVATION' OR basisOfRecord = 'LIVING_SPECIMEN' OR basisOfRecord = 'MATERIAL_SAMPLE' OR basisOfRecord = 'HUMAN_OBSERVATION' OR basisOfRecord = 'MACHINE_OBSERVATION' OR basisOfRecord = 'OCCURRENCE')
 AND occurrenceStatus = 'PRESENT' 
 AND decimalLongitude IS NOT NULL 
 AND decimalLatitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') 
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') 
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') 
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') 
 GROUP BY "year"
 ORDER BY "year"

 The dataset's 56 records were derived from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015326-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6hbra
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stranvaesia davidiana",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 56 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015371-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3pvr3
title: Occurrence Download

description: A dataset containing 60465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.25032 37.26947,-6.75977 36.17443,-5.57544 35.92496,-4.75613 36.33199,-4.79552 37.29048,-6.25032 37.26947))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 60465 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015339-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17200073
title: Domain consistent industrial decarbonization of global coal power plants
DOI: 10.5281/zenodo.17200074
title: Domain consistent industrial decarbonization of global coal power plants
DOI: 10.15468/dl.acsdxf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "StateProvince is Cádiz Province"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015374-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayp8g6
title: Occurrence Download

description: A dataset containing 18688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.09808 36.83898,-6.09808 36.83898,-6.46187 36.78205,-6.29742 36.42949,-5.92691 36.10072,-5.348 36.00817,-5.23541 36.47236,-5.48679 36.75574,-6.09808 36.83898))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 18688 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015375-250920141307145/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/13168392
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.16088203
title: Dataset from "Procedure for Solid Modelling and Morpho-geometric Analysis of a Crystalline Lens Using 3D Scanning and Digitization Techniques"

description: Dataset from "Procedure for Solid Modelling and Morpho-geometric Analysis of a Crystalline Lens Using 3D Scanning and Digitization Techniques"
DOI: 10.5281/zenodo.16088204
title: Dataset from "Procedure for Solid Modelling and Morpho-geometric Analysis of a Crystalline Lens Using 3D Scanning and Digitization Techniques"

description: Dataset from "Procedure for Solid Modelling and Morpho-geometric Analysis of a Crystalline Lens Using 3D Scanning and Digitization Techniques"
DOI: 10.5281/zenodo.17199862
title: CFD–EXP–ML Dataset for Sloshing-Induced Center of Gravity Shifts

description: This repository contains the experimental, computational fluid dynamics (CFD), and machine learning (ML) datasets used in the study “An Integrated Experimental–CFD–ML Framework for Predicting Sloshing-Induced Center of Gravity Shifts”.

Contents:





Experimental data: Raw and processed measurements from load cells and pressure sensors in a 600×60×300 mm sloshing tank subjected to horizontal excitation.




Simulation data: OpenFOAM case files and CG results at multiple filling levels (2 cm, 4 cm, 6 cm).




ML models: Trained LSTM models, configuration files, normalization parameters, and prediction outputs.




Comparison data: Overlays of experimental, CFD, and ML results for validation.



Structure: All data are organized in subfolders with README files describing their content and usage.

License: CC-BY 4.0 — data can be freely reused with proper attribution.

This dataset supports reproducibility and reusability of the results reported in the associated manuscript
DOI: 10.5281/zenodo.17199863
title: CFD–EXP–ML Dataset for Sloshing-Induced Center of Gravity Shifts

description: This repository contains the experimental, computational fluid dynamics (CFD), and machine learning (ML) datasets used in the study “An Integrated Experimental–CFD–ML Framework for Predicting Sloshing-Induced Center of Gravity Shifts”.

Contents:





Experimental data: Raw and processed measurements from load cells and pressure sensors in a 600×60×300 mm sloshing tank subjected to horizontal excitation.




Simulation data: OpenFOAM case files and CG results at multiple filling levels (2 cm, 4 cm, 6 cm).




ML models: Trained LSTM models, configuration files, normalization parameters, and prediction outputs.




Comparison data: Overlays of experimental, CFD, and ML results for validation.



Structure: All data are organized in subfolders with README files describing their content and usage.

License: CC-BY 4.0 — data can be freely reused with proper attribution.

This dataset supports reproducibility and reusability of the results reported in the associated manuscript
DOI: 10.15468/dl.ygmhzn
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laportea aestuans",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015379-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rvsuz
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laportea aestuans",
 "Country is Guatemala",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015380-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjf7aq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laportea aestuans",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015378-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4fn4s
title: Occurrence Download

description: A dataset containing 357318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((114 29,120 29,120 35,114 35,114 29))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2020-2025"
 ]
}

 The dataset includes 357318 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015303-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18712/nsd-nsd3326-v1
title: School Election 2025, National Study

description: "School Election 2025, National Study" is a national survey conducted by Sentio Research on behalf of Sikt - Norwegian Agency for Shared Services in Education and Research. The questions included in the survey are some of the same questions that were posed to pupils in Norwegian high schools in the School Election Study in 2025. The survey was conducted as telephone interviews in the period 29th ofAugust - 10th of September 2025.
DOI: 10.5281/zenodo.17188949
title: AST-Face

description: AST-Face : A Topology-Standardized 3D Facial Dataset with Emotion and AU Diversity for East Asians

Dataset DescriptionThis dataset, AST-Face, contains high-quality 3D human face scans and synchronized multi-view RGB images from 98 adult East Asian participants. Each participant performed a neutral baseline, six basic expressions, and nine Action Units, resulting in a total of 16 facial conditions per subject. Data are provided in both raw and processed forms, including topology-unified meshes, verified AU annotations, and 3D landmarks.

Ethics and ConsentAll participants were 18 years or older, provided written informed consent for participation and controlled data sharing, and the study was approved by the Institutional Review Board of Biological and Medical Ethics Committee of Beihang University, Approval No. BM20250316. All data have been anonymized by removing direct identifiers, with only randomized subject IDs retained.
DOI: 10.5281/zenodo.17188950
title: AST-Face

description: AST-Face : A Topology-Standardized 3D Facial Dataset with Emotion and AU Diversity for East Asians

Dataset DescriptionThis dataset, AST-Face, contains high-quality 3D human face scans and synchronized multi-view RGB images from 98 adult East Asian participants. Each participant performed a neutral baseline, six basic expressions, and nine Action Units, resulting in a total of 16 facial conditions per subject. Data are provided in both raw and processed forms, including topology-unified meshes, verified AU annotations, and 3D landmarks.

Ethics and ConsentAll participants were 18 years or older, provided written informed consent for participation and controlled data sharing, and the study was approved by the Institutional Review Board of Biological and Medical Ethics Committee of Beihang University, Approval No. BM20250316. All data have been anonymized by removing direct identifiers, with only randomized subject IDs retained.
DOI: 10.15468/dl.uuqk8a
title: Occurrence Download

description: A dataset containing 3311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eriogaster catax)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3311 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015382-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyh7wa
title: Occurrence Download

description: A dataset containing 103939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Porzana porzana)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 103939 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015312-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dw6c8w
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laportea aestuans",
 "Country is Honduras",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015384-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d77m6c
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laportea aestuans",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015385-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etuhxv
title: Occurrence Download

description: A dataset containing 60656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Prunella collaris)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 60656 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015319-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17148286
title: Data and code for "Magnetic-Field and Temperature Limits of a Kinetic-Inductance Traveling-Wave Parametric Amplifier"

description: This record contains the code and data for "Magnetic-field and temperature limits of a kinetic-inductance travelling-wave parametric amplifier" written by Lucas M. Janssen, Farzad Faramarzi, Henry G. LeDuc, Sahil Patel,

Gianluigi Catelani, Peter K. Day, Yoichi Ando, and Christian Dickel. The readme.md explains how to set up the python environment based on the provided requirements.txt file.
DOI: 10.5281/zenodo.17148287
title: Data and code for "Magnetic-Field and Temperature Limits of a Kinetic-Inductance Traveling-Wave Parametric Amplifier"

description: This record contains the code and data for "Magnetic-field and temperature limits of a kinetic-inductance travelling-wave parametric amplifier" written by Lucas M. Janssen, Farzad Faramarzi, Henry G. LeDuc, Sahil Patel,

Gianluigi Catelani, Peter K. Day, Yoichi Ando, and Christian Dickel. The readme.md explains how to set up the python environment based on the provided requirements.txt file.
DOI: 10.15468/dl.fmchgc
title: Occurrence Download

description: A dataset containing 286843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "Country is Spain",
 "Geometry POLYGON((-5.61275 35.95829,-4.66045 36.35,-3.94174 36.49458,-2.71993 36.71095,-2.71993 37.21343,-3.20506 37.89715,-4.06752 38.37764,-5.3612 38.23665,-6.27755 37.72681,-6.79862 37.02718,-6.4213 36.26312,-5.61275 35.95829))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 286843 records from 518 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015363-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypbpb6
title: Occurrence Download

description: A dataset containing 819 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thamnophis scalaris Cope, 1861"
 ]
}

 The dataset includes 819 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0339211-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v68b2v
title: Occurrence Download

description: A dataset containing 5660511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Accipiter Brisson, 1760"
 ]
}

 The dataset includes 5660511 records from 1114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077942-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rsuey
title: Occurrence Download

description: A dataset containing 4654 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrophis platurus (Linnaeus, 1766)"
 ]
}

 The dataset includes 4654 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057791-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tscwvr
title: Occurrence Download

description: A dataset containing 5328849 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Peru"
 ]
}

 The dataset includes 5328849 records from 1693 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038688-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.