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

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Claopodium prionophyllum (Müll.Hal.) Broth."
 ]
}

 The dataset includes 176 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007148-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kww3yw
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Abutilon eremitopetalum Caum",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 62 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007148-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pg5c9p
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Weinmannia raiateensis J.W.Moore"
 ]
}

 The dataset includes 15 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020349-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5sbm3
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boerhavia scandens L."
 ]
}

 The dataset includes 324 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007149-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxavhj
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clusia odorata Seem."
 ]
}

 The dataset includes 55 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020307-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gb4nlg
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maytenus senegalensis subsp. europaeus (Boiss.) Rivas Mart. ex Güemes & M.B.Crespo",
 "DatasetKey is Cartografía de vegetación a escala de detalle 1:10.000 de la masa forestal de Andalucía"
 ]
}

 The dataset includes 310 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007149-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84ghbt
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Biota presente en el humedal El Caribe, departamento del Tolima"
 ]
}

 The dataset includes 190 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038399-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6z1jnp
title: Occurrence Download

description: A dataset containing 7594131 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Brazil"
 ]
}

 The dataset includes 7594131 records from 1191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007149-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7ekwd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Lampetra auremensis Mateus, Alves, Quintella & Almeida, 2013",
 "Year 1975-2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006656-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psuyv7
title: Occurrence Download

description: A dataset containing 3131 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-75.13499 6.35925,-75.11975 6.35925,-75.1203 6.37182,-75.13499 6.37051,-75.13499 6.35925))",
 "Geometry POLYGON((-75.1501 6.3707,-75.15208 6.36569,-75.14983 6.34536,-75.12851 6.3407,-75.10824 6.3435,-75.10031 6.35223,-75.10113 6.36447,-75.10928 6.37775,-75.12128 6.38602,-75.13503 6.38567,-75.14295 6.38451,-75.14889 6.37612,-75.1501 6.3707))"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 3131 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014740-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14746609
title: Data for Hirose et al (2025, GRL)

description: A package of the data used in Hirose, Abe-Ouchi, Chan, O'ishi, Yoshimori, Obase (2025 GRL)

Results for each figure in the article are archived. Data in ascii and netcdf format.
DOI: 10.5281/zenodo.14679323
title: Data Repository on Natural Products against Respiratory Infections

description: This data collection contains all the data, which we generated in the project "Natural Products against Respiratory Infections funded by the FWF P 34028-B. They are offered also as supplementary information of the respective publications which were release in the frame of this project.
DOI: 10.5281/zenodo.14679324
title: Data Repository on Natural Products against Respiratory Infections

description: This data collection contains all the data, which we generated in the project "Natural Products against Respiratory Infections funded by the FWF P 34028-B. They are offered also as supplementary information of the respective publications which were release in the frame of this project.
DOI: 10.5281/zenodo.14746608
title: Data for Hirose et al (2025, GRL)

description: A package of the data used in Hirose, Abe-Ouchi, Chan, O'ishi, Yoshimori, Obase (2025 GRL)

Results for each figure in the article are archived. Data in ascii and netcdf format.
DOI: 10.15468/dl.mtss35
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scomberomorus niphonius (Cuvier, 1832)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 157 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001611-250127130748423/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.28294460
title: dataset.xlsx

description: It is a panel dataset that includes currency and banking crises dataset for 32 emerging economies along with data for some macroeconomic variables.
DOI: 10.15468/dl.zgqt33
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spermophilus xanthoprymnus (Bennett, 1835)"
 ]
}

 The dataset includes 303 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001613-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckafj5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cybium niphonium Cuvier, 1832",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001614-250127130748423/datasets/export for details.
DOI: 10.15468/dl.3ayj65
title: Occurrence Download

description: A dataset containing 30099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Linum bienne Mill."
 ]
}

 The dataset includes 30099 records from 827 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001610-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efshxc
title: Occurrence Download

description: A dataset containing 603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen)",
 "Geometry POLYGON((-1.45996 46.50105,0.85603 46.50105,0.85603 48.00764,-1.45996 48.00764,-1.45996 46.50105))",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, CR)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Insecta, Tracheophyta)"
 ]
}

 The dataset includes 603 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001615-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dk2efu
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cololabis saira (Brevoort, 1856)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 72 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001616-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.28287923
title: Main data for Study 2 for "Misconceptions of the order of operations and associativity use"

description: Main data for Study 2 in "Misconceptions of the order of operations and associativity use"
DOI: 10.17028/rd.lboro.28287923.v1
title: Main data for Study 2 for "Misconceptions of the order of operations and associativity use"

description: Main data for Study 2 in "Misconceptions of the order of operations and associativity use"
DOI: 10.5281/zenodo.14221138
title: SenseCobotFusion
title: SenseCobotFusion Dataset: Unlocking New Avenues for Stress Detection in Industry 5.0

description: SenseCobotFusion dataset has been created as a natural evolution of SenseCobot dataset.

SenseCobotFusion dataset collects metrics extracted from ElectroCardioGram (ECG), Galvanic Skin Response (GSR), ElectroEncephaloGram (EEG), and emotion signals obtained with professional biosensors, according to modern state-of-the-art signal processing methods, labeled with a subjective evaluation obtained from widely used NASA-TLX questionnaire.

The signals used for this processing have been obtained from 21 participants engaged in collaborative robotics programming tasks, organized in three phases:  an introduction to learning materials, a baseline measurement task to establish reference conditions, and hands-on practice, organized in tasks of increasing complexity: Task 1, Task 2, Task 3, Task 4 and Task 5. 

SenseCobotFusion is organized to facilitate statistical investigations, data mining, and machine learning applications as much as possible, and divided into participants and tasks performed: a practical Readme.txt file contains details of the metrics extracted, the nature of the signals of origin, and information on the use of the dataset itself.

A Python code present in this repository has been implemented and optimized with modern state-of-the-art libraries and algorithms to support the researcher in analyzing SenseCobot data (https://zenodo.org/records/10124005), similar datasets, or new related biological signals.

Classic machine learning models such as Decision Tree, Random Forest, SVM, and XGBoost have been trained on SenseCobotFusion to showcase the dataset potential and uploaded to this repository in pickle file format.

Integration with its predecessor SenseCobot dataset, allows the user to implement various types of analysis, such as time series and deep learning approaches.

The SenseCobotFusion dataset, building on the SenseCobot dataset, supports HRC research by providing high-quality, multimodal metrics on mental effort and stress during cobot programming, offering valuable insights for developing intuitive programming interfaces, predictive machine-learning models for real-time stress monitoring, and enhancing human-robot collaboration, while also enabling integration with other datasets, statistical investigation of physical and mental states in Industry 5.0, user-specific machine learning model customization, and the creation of adaptive platforms or technologies aligned with the SenseCobotFusion protocol.If the SenseCobotFusion_Code code or the SenseCobotFusion dataset is used in whole or in part please credit the authors and this repository.
description: This work is presented in the article titled "SenseCobotFusion Dataset: Unlocking New Avenues for Stress Detection in Industry 5.0," which has been submitted to the PerCom 2025 conference (https://www.percom.org/) and the CoMoRea 2025 Workshop (https://sites.google.com/view/comorea25).

Accepted!!!
DOI: 10.15468/dl.snhb6n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scomberesox scombroides (Richardson, 1843)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001618-250127130748423/datasets/export for details.
DOI: 10.15468/dl.rafdhx
title: Occurrence Download

description: A dataset containing 11535488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera",
 "Year 2014-2017"
 ]
}

 The dataset includes 11535488 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001612-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14753382
title: The Persephone Myth in Young Adult Fiction From Girl to Woman

description: Investigating the widespread but understudied presence of the Persephone myth within 21st-century young adult literature, Cristina Salcedo González analyses six young adult novels which incorporate a reworking of this ancient Greek myth. Through the identification of mythic themes ('mythemes') and patterns within these novels, González shows that these works evoke the female life cycle and develop current perceptions of the female maturational experience. As a result, Salcedo González makes an important contribution in establishing the cultural significance of young adult literature in the world of classical reception. These novels, all written by women, also inflect or interpret the myth in ways influenced by their contemporary contexts, specifically the impact of the novels' target readership on the aspects of the myth that are either emphasised (e.g. Persephone's descent into the underworld; her existence there; and her re-ascent) or de-emphasised (e.g. the mourning and wanderings of Demeter).This book makes original methodological contributions – through its innovative dual perspective of myth criticism and classical reception – to our understanding of the academically neglected genre of young adult literature and the reception of the myth of Persephone. As a result, Salcedo González significantly contributes to establishing the cultural significance of young adult literature within the realm of classical reception.
DOI: 10.5281/zenodo.14753383
title: The Persephone Myth in Young Adult Fiction From Girl to Woman

description: Investigating the widespread but understudied presence of the Persephone myth within 21st-century young adult literature, Cristina Salcedo González analyses six young adult novels which incorporate a reworking of this ancient Greek myth. Through the identification of mythic themes ('mythemes') and patterns within these novels, González shows that these works evoke the female life cycle and develop current perceptions of the female maturational experience. As a result, Salcedo González makes an important contribution in establishing the cultural significance of young adult literature in the world of classical reception. These novels, all written by women, also inflect or interpret the myth in ways influenced by their contemporary contexts, specifically the impact of the novels' target readership on the aspects of the myth that are either emphasised (e.g. Persephone's descent into the underworld; her existence there; and her re-ascent) or de-emphasised (e.g. the mourning and wanderings of Demeter).This book makes original methodological contributions – through its innovative dual perspective of myth criticism and classical reception – to our understanding of the academically neglected genre of young adult literature and the reception of the myth of Persephone. As a result, Salcedo González significantly contributes to establishing the cultural significance of young adult literature within the realm of classical reception.
DOI: 10.15468/dl.hm45d7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catoptrus iejima Fujita & Naruse, 2011",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001620-250127130748423/datasets/export for details.
DOI: 10.5281/zenodo.14753335
title: OpenFE 2024 Industry Benchmarking Project, Results from AstraZeneca, charge_annihilation_set_ptp1b, charge_annihilation_set_ephx2

description: OpenFE 2024 Industry Benchmarking Project, Results from systems charge_annihilation set; ptp1b, ephx2

OpenFE version v1.0.1.

Simulation details can be found in the GitHub repository https://github.com/OpenFreeEnergy/IndustryBenchmarks2024
DOI: 10.5281/zenodo.14753336
title: OpenFE 2024 Industry Benchmarking Project, Results from AstraZeneca, charge_annihilation_set_ptp1b, charge_annihilation_set_ephx2

description: OpenFE 2024 Industry Benchmarking Project, Results from systems charge_annihilation set; ptp1b, ephx2

OpenFE version v1.0.1.

Simulation details can be found in the GitHub repository https://github.com/OpenFreeEnergy/IndustryBenchmarks2024
DOI: 10.15468/dl.uagf36
title: Occurrence Download

description: A dataset containing 32665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Trichechus manatus latirostris (Harlan, 1824)"
 ]
}

 The dataset includes 32665 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001622-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2eme7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scomberesox saira Brevoort, 1856",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001627-250127130748423/datasets/export for details.
DOI: 10.17028/rd.lboro.28287791.v1
title: Data for Study 1 for "Misconceptions of the order of operations and associativity use"

description: Manuscript reports two studies involving the creation of a new tool to assess order of operations knowledge, and the application of that tool in an experimental study to investigate whether order of operations understanding related to associativity use.
DOI: 10.15468/dl.awyt45
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((104.69195 -6.55221,104.90124 -7.17884,106.24603 -7.9699,110.60669 -8.78072,115.21188 -9.47909,114.70758 -7.92666,116.2798 -7.41247,116.21058 -4.68335,113.73855 -4.75257,110.87099 -5.26675,108.83508 -5.98858,105.93785 -5.61283,104.69195 -6.55221))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Macodes petola (Blume) Lindl."
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001629-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.28287791
title: Data for Study 1 for "Misconceptions of the order of operations and associativity use"

description: Manuscript reports two studies involving the creation of a new tool to assess order of operations knowledge, and the application of that tool in an experimental study to investigate whether order of operations understanding related to associativity use.
DOI: 10.15468/dl.qhjr9s
title: Occurrence Download

description: A dataset containing 66212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Matteuccia struthiopteris (L.) Tod."
 ]
}

 The dataset includes 66212 records from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001625-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7ek9y
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coryphaena hippurus Linnaeus, 1758",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 338 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001630-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zyk9w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hysterothylacium sinense Li, An & Zhang, 2007",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001631-250127130748423/datasets/export for details.