cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rt2fv6
title: Occurrence Download

description: A dataset containing 135806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ostrya carpinifolia Scop., Phyteuma globulariifolium Sternb. & Hoppe, Polygala vulgaris L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 135806 records from 499 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161242-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11588/data/esnda6
title: Investigating the design of macromolecular-based inks for two-photon 3D laser printing [data]

description: Two-photon 3D laser printing (2PLP) is one of the most versatile methods for additive manufacturing of micro- to nano-scale objects with arbitrary geometries and fine features. With advancing technological capability and accessibility, the demand for new and versatile inks is increasing, with a trend toward printing functional or responsive structures. One approach for ink design is the use of a macromolecular ink consisting of a ‘pre-polymer’ functionalized with photocrosslinkable groups to enable printability. However, so far the synthesis of pre-polymer inks for 2PLP often relies on an arbitrary choice rather than systematic design. Additionally, current structure–property relationship studies are limited to commercial or small molecule–based inks. Herein, three macromolecular inks with varied compositions, molecular weights, and glass transition temperatures are synthesized and formulated into inks for 2PLP. 3D microstructures are fabricated and characterized in-depth with scanning electron microscopy as well as infrared spectroscopy and nanoindentation to enable the determination of structure–processability–property relationships. Overall, it is clearly demonstrated that the macromolecular design plays a role in the printability and mechanical properties of the obtained materials.
DOI: 10.5281/zenodo.13335205
title: Datasets - "Telerehabilitation for visual field defects with a multisensory training: a randomized clinical trial" by Diana et al.

description: Datasets of this research (Main experiment and Study 2).

These data cannot be made publicly available because they include sensitive information, but can be made available to interested researchers upon reasonable request. Please, forward your request to Prof. Nadia Bolognini (n.bolognini@auxologico.it).
DOI: 10.5281/zenodo.13335206
title: Datasets - "Telerehabilitation for visual field defects with a multisensory training: a randomized clinical trial" by Diana et al.

description: Datasets of this research (Main experiment and Study 2).

These data cannot be made publicly available because they include sensitive information, but can be made available to interested researchers upon reasonable request. Please, forward your request to Prof. Nadia Bolognini (n.bolognini@auxologico.it).
DOI: 10.21227/0q64-5f96
title: Autonomous Vehicle dataset for Anomaly detection

description: This dataset was developed using the MOBATSim simulator in MATLAB 2020b, designed to mimic real-world autonomous vehicle (AV) environments. It focuses on providing high-quality data for research in anomaly detection and cybersecurity, particularly addressing False Data Injection Attacks (FDIA). The dataset includes comprehensive sensor information, such as speed, rotational movements, positional coordinates, and labelled attack data, enabling supervised learning. With diverse driving scenarios—urban, highway, and obstacle-laden environments—the dataset is tailored for various AV applications, including navigation algorithms, cybersecurity model validation, and feature engineering. Its modular and scalable structure, formatted in CSV, ensures easy integration into machine learning pipelines and serves as a valuable resource for advancing intelligent transportation systems and AV cybersecurity research.
DOI: 10.48597/v8ke-raf3
title: Measurement of Inorganics in air and particle phase at Anmyeon-do

description: Measurement of Inorganics in air and particle phase at Anmyeon-do
DOI: 10.48597/57q5-tay3
title: Inorganics in air and particle phase at Anmyeon-do

description: Measurement of Inorganics in air and particle phase at Anmyeon-do
DOI: 10.48597/s2gg-4j5a
title: Measurement of Inorganics in air and particle phase at Anmyeon-do

description: Measurement of Inorganics in air and particle phase at Anmyeon-do
DOI: 10.48597/9qmm-fvj3
title: Measurement of Inorganics in air and particle phase at Anmyeon-do

description: Measurement of Inorganics in air and particle phase at Anmyeon-do
DOI: 10.48597/jrmj-aprq
title: Measurement of Inorganics in air and particle phase at Anmyeon-do

description: Measurement of Inorganics in air and particle phase at Anmyeon-do
DOI: 10.48597/y7xe-nx2u
title: Measurement of Inorganics in air and particle phase at Anmyeon-do

description: Measurement of Inorganics in air and particle phase at Anmyeon-do
DOI: 10.15468/dl.cvb5q2
title: Occurrence Download

description: A dataset containing 85320 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Saproxylic fungi of fine woody debris studied by metabarcoding-based MycoPins method in Oulanka, Finland, 2022-2023"
 ]
}

 The dataset includes 85320 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063506-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2908/jvs_oja_r
title: Online job advertisement rate by occupation and NUTS 1 region – experimental statistics
title: Quote der Online-Stellenanzeigen nach Berufsgruppen und NUTS-1-Regionen - experimentelle Statistiken
title: Taux d’offres d’emploi en ligne par profession et région NUTS 1 - statistiques expérimentales
DOI: 10.15468/dl.8qtf4h
title: Occurrence Download

description: A dataset containing 44912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Month is May",
 "TaxonKey is Anseriformes",
 "Year 2005-2025"
 ]
}

 The dataset includes 44912 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063507-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38auzu
title: Occurrence Download

description: A dataset containing 107205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is b8323864-602a-4a7d-9127-bb903054e97d",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 107205 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063495-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14627191
title: Childfree Representation
DOI: 10.5281/zenodo.14627192
title: Childfree Representation
DOI: 10.57841/casdc.0004827
title: FIGURE 11 in Chinese species of Nomia (Gnathonomia) Pauly, 2005 (Hymenoptera: Apoidea Halictidae: Nomiinae)
DOI: 10.5281/zenodo.10041850
title: The effects of occipital and parietal tDCS on visual field defects after brain injury by Diana et al.

description: Datasets of the corresponding pubblication https://doi.org/10.3389/fneur.2024.1340365.

These data cannot be made publicly available because they include sensitive information, but can be made available to interested researchers upon reasonable request. Please, forward your request to Prof. Nadia Bolognini (n.bolognini@auxologico.it).
DOI: 10.5281/zenodo.10041851
title: The effects of occipital and parietal tDCS on visual field defects after brain injury by Diana et al.

description: Datasets of the corresponding pubblication https://doi.org/10.3389/fneur.2024.1340365.

These data cannot be made publicly available because they include sensitive information, but can be made available to interested researchers upon reasonable request. Please, forward your request to Prof. Nadia Bolognini (n.bolognini@auxologico.it).
DOI: 10.15468/dl.djk6be
title: Occurrence Download

description: A dataset containing 2064 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus coulteri D.Don",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2064 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063509-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14626904
title: Implications of the Phytoremediation of Heavy Metal Contamination of Soils and Wild Plants in the Industrial Area of Haina, Dominican Republic

description: Data set associated with the published article entitled:   Implications of the Phytoremediation of Heavy Metal Contamination of Soils and Wild Plants in the Industrial Area of Haina, Dominican Republic
DOI: 10.5281/zenodo.14626905
title: Implications of the Phytoremediation of Heavy Metal Contamination of Soils and Wild Plants in the Industrial Area of Haina, Dominican Republic

description: Data set associated with the published article entitled:   Implications of the Phytoremediation of Heavy Metal Contamination of Soils and Wild Plants in the Industrial Area of Haina, Dominican Republic
DOI: 10.34740/kaggle/dsv/10420325
title: World Weather Repository ( Daily Updating )
DOI: 10.5281/zenodo.14506583
title: Raw data - Miniatura 5
DOI: 10.5281/zenodo.14506584
title: Raw data - Miniatura 5
DOI: 10.15468/dl.umgxut
title: Occurrence Download

description: A dataset containing 775 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anotrichium furcellatum (J.Agardh) Baldock"
 ]
}

 The dataset includes 775 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063511-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wx4mc5
title: Occurrence Download

description: A dataset containing 11763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus densiflora Siebold & Zucc.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11763 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063510-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r93fjw
title: Occurrence Download

description: A dataset listing the 360 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Saproxylic fungi of fine woody debris studied by metabarcoding-based MycoPins method in Oulanka, Finland, 2022-2023"
 ]
}

 The dataset's 360 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063508-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5523/bris.2sbamn2btbd96276um4eb55gd7
title: Mariners
title: Stories from the Mariners project

description: This is a one of a series of original stories created by the Mariners team as part of the Mariners project, a study of religion, race and empire in British ports, 1801-1914, funded by the UK Arts and Humanities Research Council.
DOI: 10.15468/dl.87mfgc
title: Occurrence Download

description: A dataset containing 3586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus echinata Mill.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3586 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063513-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxy5mf
title: Occurrence Download

description: A dataset containing 3294 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callithamnion tetragonum (Withering) S.F.Gray"
 ]
}

 The dataset includes 3294 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063514-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14627234
title: Datasets - Towards unbiased interpretations of interactive effects in ecotoxicological studies

description: Ecotoxicological research has increasingly focused on the interactive effects of chemical mixtures on biological models, emphasising additive, synergistic, or antagonistic interactions. However, these combination studies often test chemicals at unique concentrations (e.g. x:y), limiting our understanding of the effects across the full spectrum of possible combinations. Evidence from human toxicology suggests that interactive effects among chemicals can vary significantly with total concentration (e.g. x:y vs. 2x:2y), their ratio (e.g. x:2y vs. 2x:y), and the magnitude of the tested effect (e.g. LC10 vs. LC50). Our non-exhaustive review of studies on binary mixtures in bee ecotoxicology reveals that such parameters are frequently neglected. Of the 60 studies we examined, only two utilised multiple total concentrations and ratios, thus exploring a broad range of possible combinations. In contrast, 26 studies tested only a single concentration of each chemical, resulting in incomplete interpretations of the potential interactive effects. Other studies utilised various concentrations and/or ratios but failed to capture a broad spectrum of possible combinations. We also discuss potential discrepancies in interactive effects based on different metrics and exposure designs. We advocate for future ecotoxicological studies to investigate a wider spectrum of chemical combinations, including various concentrations and ratios, and to address different levels of effects.
DOI: 10.5281/zenodo.14627235
title: Datasets - Towards unbiased interpretations of interactive effects in ecotoxicological studies

description: Ecotoxicological research has increasingly focused on the interactive effects of chemical mixtures on biological models, emphasising additive, synergistic, or antagonistic interactions. However, these combination studies often test chemicals at unique concentrations (e.g. x:y), limiting our understanding of the effects across the full spectrum of possible combinations. Evidence from human toxicology suggests that interactive effects among chemicals can vary significantly with total concentration (e.g. x:y vs. 2x:2y), their ratio (e.g. x:2y vs. 2x:y), and the magnitude of the tested effect (e.g. LC10 vs. LC50). Our non-exhaustive review of studies on binary mixtures in bee ecotoxicology reveals that such parameters are frequently neglected. Of the 60 studies we examined, only two utilised multiple total concentrations and ratios, thus exploring a broad range of possible combinations. In contrast, 26 studies tested only a single concentration of each chemical, resulting in incomplete interpretations of the potential interactive effects. Other studies utilised various concentrations and/or ratios but failed to capture a broad spectrum of possible combinations. We also discuss potential discrepancies in interactive effects based on different metrics and exposure designs. We advocate for future ecotoxicological studies to investigate a wider spectrum of chemical combinations, including various concentrations and ratios, and to address different levels of effects.
DOI: 10.5258/soton/d3337
title: Data for: Generation of classical non-Gaussian states by squeezing a thermal state into non-linear motion of levitated optomechanics

description: Data for the article to be published 'Generation of classical non-Gaussian states by squeezing a thermal state into
non-linear motion of levitated optomechanics'
(In Press) Physical Review Research
DOI: 10.5281/zenodo.7687924
title: Rehabilitation of post-stroke aphasia by a single protocol targeting phonological, lexical, and semantic deficits with speech output tasks

description: This study assessed the effectiveness of a novel rehabilitation protocol (PHOLEXSEM), focused on PHonological, SEmantic, and LExical deficits, aiming at improving lexical retrieval, and, generally, spoken output. The study is published here: https://doi.org/10.23736/S1973-9087.24.08576-9

These data cannot be made publicly available because they include sensitive information, but can be made available to interested researchers upon reasonable request. Please, forward your request to Prof. Nadia Bolognini (n.bolognini@auxologico.it).
DOI: 10.5281/zenodo.7687923
title: Rehabilitation of post-stroke aphasia by a single protocol targeting phonological, lexical, and semantic deficits with speech output tasks

description: This study assessed the effectiveness of a novel rehabilitation protocol (PHOLEXSEM), focused on PHonological, SEmantic, and LExical deficits, aiming at improving lexical retrieval, and, generally, spoken output. The study is published here: https://doi.org/10.23736/S1973-9087.24.08576-9

These data cannot be made publicly available because they include sensitive information, but can be made available to interested researchers upon reasonable request. Please, forward your request to Prof. Nadia Bolognini (n.bolognini@auxologico.it).
DOI: 10.15468/dl.hyyrb4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is one of (True)",
 "ScientificName is one of (Panthera%20leo, Canis%20lupus)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063515-241126133413365/datasets/export for details.
DOI: 10.34740/kaggle/dsv/10420370
title: World Stock Prices ( Daily Updating )
DOI: 10.15468/dl.5g9vnf
title: Occurrence Download

description: A dataset containing 10826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus edulis Engelm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10826 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063516-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48425/0011571
title: V_rodents_cameratraps_image_classification_lemming_blocks

description: Classification of images taken by small mammal cameras on the Varanger peninsula. The dataset contains data on presence or absence of small mammal species (Birds, Voles, Lemmings, Shrews, Least weasels and Stoats).
The images were classified automatically and in addition to the data files, there is a file describing the machine learning model and files with information about the quality of the automatic classifications for each year.

The dataset includes six different types of files and all data files are saved as ;-separated txt-files:

* One data file per year and locality (locality_YEAR.txt)
* One coordinate file with coordinates of all sites (_coordinates.txt)
* One auxiliary file with information about which sites are included in the study design (_aux.txt)
* One readme file with additional information (_readme.pdf)
* One file with a description of the machine learnomg model used for automatic classfication (_small_mammal_classification_model_v2021_summary.pdf)
* One file per year with information about the quality of the automatic classifications (_quality_check_YEAR.pdf)

Image metadata is available in the dataset 'V_rodents_cameratraps_image_metadata_lemming_blocks'.
Manual classification of all images from 2015 to 2018 is available in the dataset 'V_rodents_cameratraps_manual_image_classification_lemming_blocks'. Information recorded during the annual camera check is available in the dataset 'V_rodents_cameratraps_annual_metadata_lemming_blocks'.

The data is not publicly available yet.
DOI: 10.15480/882.14258
title: Experimental results from multiaxial buckling tests on cylindrical CFRP shells with R/t-ratio of 375

description: The buckling failure of cylindrical CFRP shells in combined load cases is only considered in very few experimental studies, despite combined loading occurring frequently in both aerospace and civil applications. Hence, validation and verification of numerical models for these scenarios is challenging. In order to support the validation of FE models and possibly enable the development of new design approaches, the thoroughly documented results of a large number of buckling tests with CFRP shells in multiaxial loading are provided herein. The extensive experimental campaigns on the buckling of cylindrical CFRP shells in multiaxial load cases were conducted on a set of nominally identical specimens. These shells were manufactured at the Institute of Composite Structures and Adaptive Systems of DLR in Braunschweig and have been tested in a previous campaign in pure axial compression. In this study, various combined load cases comprised of axial compression and bending, axial compression and torsion, as well as combinations of all three buckling inducing load types were investigated. This publication contains a separate sheet for each considered shell, listing for all individual tests the achieved buckling loads and the loading imperfections determined from measurement data as well as the mean values and standard deviation of these data for each test point.
DOI: 10.34740/kaggle/dsv/10420384
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.15468/dl.dk99fv
title: Occurrence Download

description: A dataset containing 5080 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus elliottii Engelm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5080 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063517-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57841/casdc.0004828
title: FIGURE 1 in Notes on Eurypalpae genus group (Orthoptera: Tettigoniidae: Phaneropterinae) with description of two new species