cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25377/sussex.28033589.v1
title: Electrical Tactile Dataset (Piezoelectric and Accelerometer) for textures

description: <b>Abstract</b>This dataset provides a collection of temporal sensor readings captured by an electrical tactile sensor (PressTip) mounted on a converted CNC machine, aimed at facilitating texture classification research in robotics and manufacturing applications. The dataset comprises low-resolution sensor readings from a piezoelectric sensor and accelerometer, acquired while the sensor was dragged across a diverse range of textures. Each sequence is labelled with corresponding texture categories, encompassing various materials and surface patterns to ensure a broad and representative coverage of textural variations. The dataset is designed to support the development and evaluation of advanced texture classification algorithms, offering insights into the dynamic interactions between tactile sensors and textured surfaces. This dataset aims to enhance the understanding of texture perception and improve the performance of tactile sensing systems in practical applications.<b>About this file</b>This is a dataset made up of a piezoelectric and accelerometer tactile sensors being dragged across a surface at varying pressures. The dataset contains different readings across a number of frames.The labels are as follows and the index corresponds to the number in the y data:**Labels:**+-------+---------------+----------+| Index | Label | Value |+-------+---------------+----------+| 0 | Carpet | - || 1 | LacedMatt | 0.124083 || 2 | wool | 0.198984 || 3 | Cork | 0.344905 || 4 | Felt | 0.116275 || 5 | LongCarpet | 0.128852 || 6 | cotton | 0.129354 || 7 | Plastic | 0.101801 || 8 | Flat | 0.343766 || 9 | Ffoam | 0.396798 || 10 | Gfoam | 0.191812 || 11 | bubble | 0.217116 || 12 | Efoam | 0.073127 || 13 | jeans | - || 14 | Leather | 0.255904 |+-------+---------------+----------+<br>The y data contains numbers corresponding the the index of the above array.Each X item is an image with a set number of frames recording in real time at approximately 10Hz. The y labels is a number corresponding to the index of the labels shown above. For example, 0 would be a carpet.X shape: (Number, frame, sensor index)y shape: (Number,)All files are in compressed numpy format. Python users can load in the dataset using the code provided in the ReadMe.
DOI: 10.15468/dl.aszmqe
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meloidogyne hapla",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038163-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3a2vt8
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeagnus angustifolia",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 92 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038165-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctkrgc
title: Occurrence Download

description: A dataset containing 4010 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pycnanthemum incanum"
 ]
}

 The dataset includes 4010 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038164-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/dwh7-df06
title: "FedGenCDSS: Federated GenAI Dataset for Clinical Decision Support"

description: "FedGenCDSS is a simulated dataset designed for federated Generative AI research in clinical decision support. It contains over 10,000 synthetic Electronic Health Record (EHR) entries split into training and test sets, along with more than 1,000 structured samples in JSON. Each record simulates clinical notes, diagnoses, and metadata across decentralized institutions. The dataset supports benchmarking of privacy-preserving transformer-based models for summarization, classification, and explainable diagnostics. It also includes evaluation scripts, accuracy plots, and benchmarking figures for reproducibility in IEEE healthcare AI research."
DOI: 10.15468/dl.v5rcfd
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Filipendula ulmaria picbaueri",
 "Year 1985-2020"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038167-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dneaed
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola smithii"
 ]
}

 The dataset includes 131 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038168-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nc5v99
title: Occurrence Download

description: A dataset containing 4578 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pycnanthemum muticum"
 ]
}

 The dataset includes 4578 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038166-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17035/cardiff.29491325
title: Electrolyte-Controlled Regiodivergent Continuous Flow Electroselenocyclisations

description: Supporting electrolytes, beyond traditionally serving as ionic conductors in electrochemistry, can influence regioselectivity in electrochemical synthesis by acting as base. In the research we studied a single-pass continuous flow electrolysis method enabling selective activation of diselenides and oximes to access seleno-substituted isoquinoline and isoindole derivatives. Mechanistic studies showed a radical pathway <i>via</i> iminoxyl radicals to isoindole <i>N</i>-oxides and an ionic mechanism leading to isoquinoline <i>N</i>-oxides. This process leverages <i>N</i>-activated neutral isoquinolinium products for diverse downstream modifications. In this project, All compounds (Scheme 2; compounds 3 to 34), (Scheme 4; compounds 36 to 48), (Scheme 7; compounds 50 to 55) were characterised by NMR, (HRMS only for unknown compounds), and (Crystallography data for compounds 28 and 35), reaction kinetics was studied for one compound S1 by cyclic voltammetry. All NMR data were processed by MestReNova software, and HRMS data were provided in .pdf file.
DOI: 10.17035/cardiff.29491325.v1
title: Electrolyte-Controlled Regiodivergent Continuous Flow Electroselenocyclisations

description: Supporting electrolytes, beyond traditionally serving as ionic conductors in electrochemistry, can influence regioselectivity in electrochemical synthesis by acting as base. In the research we studied a single-pass continuous flow electrolysis method enabling selective activation of diselenides and oximes to access seleno-substituted isoquinoline and isoindole derivatives. Mechanistic studies showed a radical pathway <i>via</i> iminoxyl radicals to isoindole <i>N</i>-oxides and an ionic mechanism leading to isoquinoline <i>N</i>-oxides. This process leverages <i>N</i>-activated neutral isoquinolinium products for diverse downstream modifications. In this project, All compounds (Scheme 2; compounds 3 to 34), (Scheme 4; compounds 36 to 48), (Scheme 7; compounds 50 to 55) were characterised by NMR, (HRMS only for unknown compounds), and (Crystallography data for compounds 28 and 35), reaction kinetics was studied for one compound S1 by cyclic voltammetry. All NMR data were processed by MestReNova software, and HRMS data were provided in .pdf file.
DOI: 10.5281/zenodo.16398343
title: Minimal TBIs and Repetitive Occupational Microtraumas Caused by WBV long-term neurodegenerative effects on the brain: Investigating Oxidative Stress and inflammatory biomechanisms

description: July 2025

Note: This unpublished doctoral research proposal is deposited on Zenodo solely for intellectual property registration and timestamping. Reuse or reference without the author's written permission is prohibited.

Abstract

Occupational exposure to repetitive low-level head trauma (microtrauma) is emerging as a critical but under-recognized factor in long-term neurodegenerative processes. While much attention has been given to high-impact injuries, cumulative subclinical trauma — especially in industrial, military, and sports settings — remains insufficiently understood. This study investigates how repeated occupational microtraumas may trigger chronic inflammation and oxidative stress in brain tissue, potentially leading to early neurodegenerative changes. Integrating approaches from occupational medicine, neuroscience, molecular biology, sports medicine, military and industrial ergonomics, this interdisciplinary research will identify biomarkers and propose evidence-based preventive strategies.
DOI: 10.5281/zenodo.16399744
title: Minimal TBIs and Repetitive Occupational Microtraumas Caused by WBV long-term neurodegenerative effects on the brain: Investigating Oxidative Stress and inflammatory biomechanisms

description: July 2025

Note: This unpublished doctoral research proposal is deposited on Zenodo solely for intellectual property registration and timestamping. Reuse or reference without the author's written permission is prohibited.

Abstract

Occupational exposure to repetitive low-level head trauma (microtrauma) is emerging as a critical but under-recognized factor in long-term neurodegenerative processes. While much attention has been given to high-impact injuries, cumulative subclinical trauma — especially in industrial, military, and sports settings — remains insufficiently understood. This study investigates how repeated occupational microtraumas may trigger chronic inflammation and oxidative stress in brain tissue, potentially leading to early neurodegenerative changes. Integrating approaches from occupational medicine, neuroscience, molecular biology, sports medicine, military and industrial ergonomics, this interdisciplinary research will identify biomarkers and propose evidence-based preventive strategies.
DOI: 10.15468/dl.86grgt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera biennis",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038172-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrfw88
title: Occurrence Download

description: A dataset containing 1499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera biennis",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1499 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038169-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpqajx
title: Occurrence Download

description: A dataset containing 501215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Malacostraca"
 ]
}

 The dataset includes 501215 records from 1325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038138-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xsfpf
title: Occurrence Download

description: A dataset containing 516 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schistocerca gregaria (Forskål, 1775)"
 ]
}

 The dataset includes 516 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0304774-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhecbc
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015692-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbqi41
title: Occurrence Download

description: A dataset containing 7183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rumina decollata (Linnaeus, 1758)"
 ]
}

 The dataset includes 7183 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024702-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.en5zjs
title: Occurrence Download

description: A dataset containing 38234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aix galericulata (Linnaeus, 1758), Aix sponsa (Linnaeus, 1758), Akebia quinata (Houtt.) Decne., Amelanchier ×lamarckii F.G.Schroed., Mareca sibilatrix (Poeppig, 1829))",
 "Country is Belgium",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Literature Occurrence, Specimen, Unknown evidence, Machine Observation)",
 "Year is greater than or equal to 1000",
 "Year is less than or equal to 2024",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38234 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073116-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.slngum
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001453-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zan2jx
title: Occurrence Download

description: A dataset containing 1667841298 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1667841298 records from 19239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031521-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3wyby
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleocharis lepta C.B.Clarke"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182791-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6f99mq
title: Occurrence Download

description: A dataset containing 963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sitobion avenae (Fabricius, 1775))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 963 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192025-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pcgzn
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Camponotus etiolatus Wheeler, 1904"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161795-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hp8a2c
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bassaricyon alleni Thomas, 1880",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 53 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182784-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t886z7
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platynus magnus (Bates, 1873)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 221 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190705-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xp45sx
title: Occurrence Download

description: A dataset containing 988826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Carduus acanthoides L., Cardamine impatiens L., Campanula rapunculoides L., Campanula poscharskyana Degen, Calystegia silvatica (Kit.) Griseb., Calophyllum inophyllum L., Calibrachoa parviflora (Juss.) D' Arcy, Calamagrostis epigejos (L.) Roth, Caesalpinia spinosa (Molina) Kuntze, Erythrostemon Klotzsch, Caesalpinia decapetala (Roth) Alston, Bupleurum gerardii Pollini, Bryonia alba L., Brugmansia suaveolens (Humb. & Bonpl. ex Willd.) Bercht. & J.Presl, Broussonetia papyrifera (L.) L'Hér. ex Vent., Bromus tectorum L., Bromus sterilis L., Bromus secalinus L., Bromus scoparius L., Bromus rubens L., Bromus madritensis L.)"
 ]
}

 The dataset includes 988826 records from 2871 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186096-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/a2q-zvk-h5s
title: Bostryx ignobilis (R. A. Philippi, 1867)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p5r-72k-vce
title: Orculella exaggerata (A. Fuchs & Käufel, 1936)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6x1-12f-cdn
title: Steromphala adansonii (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p7d-h3w-mkk
title: Rumina saharica Pallary, 1901

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/017-ny6-kxd
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/acp-peg-da9
title: Glycymeris stellata (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2vf-zr6-0g3
title: Cerithium Bruguière, 1789

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5z1-b1l-rm6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/44t-eb9-g3r
title: Phaedusa moluccensis moluccensis (E. von Martens, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cte-4gp-rpa
title: Discoleus aguirrei (Doering, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rfe-zx2-qnp
title: Vokesimurex rubidus (F. C. Baker, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qvs-ll5-j5z
title: Rhyssoplax kurodai (Is. Taki & Iw. Taki, 1929)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qzc-vdc-ytb
title: Conus lividus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eeq-xm3-24e
title: Granopupa granum (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/scr-gxk-e4p
title: Plekocheilus distortus (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nln-a0y-bfb
title: Rissoidae Gray, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0t8-ga0-0tk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6yb-780-k2d
title: Cerithium rostratum G. B. Sowerby II, 1855

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/18s-zcf-7jm
title: Albinaria senilis flavescens (O. Boettger, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sfy-13s-rbg
title: Albinaria senilis senilis (Rossmässler, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fjh-a8w-smf
title: Sepia officinalis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kwd-544-n59
title: Mactra marplatensis Doello-Jurado, 1949

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pzr-msg-x6w
title: Clanculus corallinus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ngt-5ln-800
title: Mancinella echinulata (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xw2-s0s-gdk
title: Unio tumidus Philipsson, 1788

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.