cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.q8fa6n
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum lanceolatum"
 ]
}

 The dataset includes 100 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008895-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dywbv9
title: Occurrence Download

description: A dataset containing 12557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix humilis"
 ]
}

 The dataset includes 12557 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008892-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnatw8
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cupressus arizonica",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008897-250717081556266/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/7230095
title: Spanish Political Fake News
DOI: 10.5281/zenodo.16115946
title: Single Molecule Capture, Release and Dynamical Manipulation via Reversible Electrokinetic Confinement (RECON)

description: Dataset Overview and Structure

This folder contains all the data and analysis resources associated with our study, including raw and processed datasets, computational notebooks, and summary files. A Python notebook is also provided to highlight key components of the analysis pipeline and to demonstrate how the data was processed.

1. Fluorescence Center of Mass Tracking

As described in the Supplementary Information of the manuscript, the data analysis pipeline for extracting fluorescence center of mass from raw microscopy data consists of the following steps:





Microscopy Acquisition: Time-lapse imaging of a region approximately 100 μm×100 μm100μm×100μm using wide-field fluorescence microscopy.




Region of Interest Selection: Manual or automated identification of regions where DNA molecules are trapped in nanocavities or nanochannels.




Noise Subtraction: Application of a background subtraction protocol based on the approach from Capaldi et al.[Ref. \cite{capaldi2018probing}], implemented via an ImageJ Macro tailored for high-throughput processing.




Center of Mass Calculation: Frame-by-frame extraction of the fluorescence centroid for each tracked molecule, yielding time-resolved position trajectories.



The results of this pipeline are provided in the folder fluorescence_center_of_mass/, and match the tracking data presented in the main manuscript.

2. Frequency-Dependent Confinement

This section contains .csv files derived from the center of mass analysis across a range of driving frequencies and for multiple cavity diameters. These datasets were used to quantify the extent of confinement as a function of frequency, as shown in the main text. Data are organized within the folder frequency_dependence/.

3. Voltage-Dependent Confinement

Similar to the frequency analysis, this section includes .csv files containing center of mass data for experiments performed at different applied voltages. These measurements were used to investigate how confinement strength varies with voltage, and are stored in the folder voltage_dependence/.

4. Tension Measurements

We measure mechanical tension in DNA molecules confined across two adjacent nanocavities by tracking fluctuations in their relative positions. The fluctuations are fitted with a parabolic profile, and the resulting curvature is translated into force via the Marko–Siggia worm-like chain model. The corresponding datasets and plots are provided in the folder tension_measurements/.

5. Current Measurements and Polymer Partitioning

This section includes:





Raw and processed current measurements, used to characterize electrokinetic behavior across trap geometries and signal configurations.




Analysis of polymer partitioning, which quantifies the distribution of DNA molecules between cavity and channel regions.



These data are located in the folders current_measurements/ and partitioning/, respectively. Additional scripts used for analysis are provided where applicable.
DOI: 10.5281/zenodo.16115947
title: Single Molecule Capture, Release and Dynamical Manipulation via Reversible Electrokinetic Confinement (RECON)

description: Dataset Overview and Structure

This folder contains all the data and analysis resources associated with our study, including raw and processed datasets, computational notebooks, and summary files. A Python notebook is also provided to highlight key components of the analysis pipeline and to demonstrate how the data was processed.

1. Fluorescence Center of Mass Tracking

As described in the Supplementary Information of the manuscript, the data analysis pipeline for extracting fluorescence center of mass from raw microscopy data consists of the following steps:





Microscopy Acquisition: Time-lapse imaging of a region approximately 100 μm×100 μm100μm×100μm using wide-field fluorescence microscopy.




Region of Interest Selection: Manual or automated identification of regions where DNA molecules are trapped in nanocavities or nanochannels.




Noise Subtraction: Application of a background subtraction protocol based on the approach from Capaldi et al.[Ref. \cite{capaldi2018probing}], implemented via an ImageJ Macro tailored for high-throughput processing.




Center of Mass Calculation: Frame-by-frame extraction of the fluorescence centroid for each tracked molecule, yielding time-resolved position trajectories.



The results of this pipeline are provided in the folder fluorescence_center_of_mass/, and match the tracking data presented in the main manuscript.

2. Frequency-Dependent Confinement

This section contains .csv files derived from the center of mass analysis across a range of driving frequencies and for multiple cavity diameters. These datasets were used to quantify the extent of confinement as a function of frequency, as shown in the main text. Data are organized within the folder frequency_dependence/.

3. Voltage-Dependent Confinement

Similar to the frequency analysis, this section includes .csv files containing center of mass data for experiments performed at different applied voltages. These measurements were used to investigate how confinement strength varies with voltage, and are stored in the folder voltage_dependence/.

4. Tension Measurements

We measure mechanical tension in DNA molecules confined across two adjacent nanocavities by tracking fluctuations in their relative positions. The fluctuations are fitted with a parabolic profile, and the resulting curvature is translated into force via the Marko–Siggia worm-like chain model. The corresponding datasets and plots are provided in the folder tension_measurements/.

5. Current Measurements and Polymer Partitioning

This section includes:





Raw and processed current measurements, used to characterize electrokinetic behavior across trap geometries and signal configurations.




Analysis of polymer partitioning, which quantifies the distribution of DNA molecules between cavity and channel regions.



These data are located in the folders current_measurements/ and partitioning/, respectively. Additional scripts used for analysis are provided where applicable.
DOI: 10.15468/dl.eznnue
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Lebanon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008898-250717081556266/datasets/export for details.
DOI: 10.15468/dl.wxvuqs
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba sobolifera"
 ]
}

 The dataset includes 88 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008902-250717081556266/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/12511367
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.v7fyuv
title: Occurrence Download

description: A dataset containing 3927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Eurycea quadridigitata)"
 ]
}

 The dataset includes 3927 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008899-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsmdu5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADR5945"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008900-250717081556266/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.29598485
title: Supplementary Material

description: Supplementary Material from <i>Assessing Impulsivity in Adolescents: Psychometric Properties of the Spanish</i><i>Short S-UPPS-P</i>
DOI: 10.6084/m9.figshare.29598485.v1
title: Supplementary Material

description: Supplementary Material from <i>Assessing Impulsivity in Adolescents: Psychometric Properties of the Spanish</i><i>Short S-UPPS-P</i>
DOI: 10.5281/zenodo.15644610
title: Functional characterization of WJ-MSC extracellular vesicles: Advancing skin therapy and wound healing applications

description: This repository contains supplementary data for the publication ‘Functional Characterization of WJ-MSC Extracellular Vesicles: Advancing Skin Therapy and Wound Healing Applications.’ It includes both raw and processed mass spectrometry proteomics data from three lots of small extracellular vesicle (sEV)/exosome samples, as well as high-resolution transmission electron microscopy (TEM) images.
DOI: 10.5281/zenodo.15644611
title: Functional characterization of WJ-MSC extracellular vesicles: Advancing skin therapy and wound healing applications

description: This repository contains supplementary data for the publication ‘Functional Characterization of WJ-MSC Extracellular Vesicles: Advancing Skin Therapy and Wound Healing Applications.’ It includes both raw and processed mass spectrometry proteomics data from three lots of small extracellular vesicle (sEV)/exosome samples, as well as high-resolution transmission electron microscopy (TEM) images.
DOI: 10.15468/dl.rvk23p
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-135.13646 12.43238,-47.49694 12.43238,-47.49694 62.51211,-135.13646 62.51211,-135.13646 12.43238))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eryngium planum"
 ]
}

 The dataset includes 188 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008904-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7m2uxm
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aechmea vanhoutteana"
 ]
}

 The dataset includes 80 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008903-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nvkc5
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Procyon lotor",
 "Country is Belize",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008907-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxfrw3
title: Occurrence Download

description: A dataset containing 4766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Rana luteiventris)"
 ]
}

 The dataset includes 4766 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008905-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tj274
title: Occurrence Download

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

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008908-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/50vh2c
title: HVTN703/HPTN081 + HVTN704/HPTN085 Neutralization Titer Biomarker (PT80)
title: Neutralization titer biomarker for antibody-mediated prevention of HIV-1 acquisition

description: The Antibody Mediated Prevention trials showed that the broadly neutralizing antibody (bnAb) VRC01 prevented acquisition of human immunodeficiency virus-1 (HIV-1) sensitive to VRC01. Using AMP trial data, here we show that the predicted serum neutralization 80% inhibitory dilution titer (PT80) biomarker-which quantifies the neutralization potency of antibodies in an individual's serum against an HIV-1 isolate-can be used to predict HIV-1 prevention efficacy. Similar to the results of nonhuman primate studies, an average PT80 of 200 (meaning a bnAb concentration 200-fold higher than that required to reduce infection by 80% in vitro) against a population of probable exposing viruses was estimated to be required for 90% prevention efficacy against acquisition of these viruses. Based on this result, we suggest that the goal of sustained PT80 &lt;200 against 90% of circulating viruses can be achieved by promising bnAb regimens engineered for long half-lives. We propose the PT80 biomarker as a surrogate endpoint for evaluation of bnAb regimens, and as a tool for benchmarking candidate bnAb-inducing vaccines.
DOI: 10.15468/dl.4x6rms
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Procyon lotor",
 "Country is Hungary",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008911-250717081556266/datasets/export for details.
DOI: 10.15468/dl.gnn7ta
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Procyon lotor",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 93 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008909-250717081556266/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.29367305.v30
title: Syllogistic reasoning pdf v1-2-3-4-5 NEW

description: Logic and being
DOI: 10.15468/dl.7nkdze
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplotaxis kohlaanensis"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008912-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7prxt
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008914-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgneeb
title: Occurrence Download

description: A dataset containing 18295 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix lanata"
 ]
}

 The dataset includes 18295 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008913-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bduuc8
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trochalopteron squamatum"
 ]
}

 The dataset includes 43 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005662-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgwyw9
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxytropis turczaninovii"
 ]
}

 The dataset includes 664 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005663-260221153910048/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.31397390.v1
title: ‘Beyond the surface’: a qualitative study exploring the experiences of stroke survivors and their families in sharing their values, preferences, and circumstances in inpatient rehabilitation

description: Patient values, preferences, and circumstances are key components of patient-centred care and evidence-based practice; however, little is known about how health professionals engage patients and families to elicit this information. This study aimed to explore stroke survivors’ and their families’ experiences of the elicitation and integration of their values, preferences, and circumstances during inpatient rehabilitation. This qualitative descriptive study used interviews with stroke survivors (<i>n</i> = 10) and family members (<i>n</i> = 2), who recently participated in inpatient rehabilitation. Graphic elicitation was used to facilitate discussion, and data were analysed using a general inductive approach. Participants felt that health professionals’ understanding of them as a person beneath the patient shaped their stroke rehabilitation experience. Processes used to get to know patients and what is important to them were influenced by relationships, communication, and organisational and clinician priorities. Participants desired to be seen and valued as individuals, as they navigated the unknown post-stroke journey. Understanding and integrating values, preferences, and circumstances in stroke rehabilitation is a dynamic and multifaceted process. Findings offer insight into rehabilitation practices from the perspectives of service users, which can inform clinical education and organisational processes to improve rehabilitation experience, patient-centred care, and ultimately patient outcomes. Clinician elicitation and integration of patient values, preferences, and circumstances are integral to individualised and patient-centred stroke rehabilitation, yet literature on how these are elicited is scarce.Effective communication, establishing connections, and building relationships are fundamental to getting to know patients and what matters to them.Prioritising quality engagement between clinicians and patients as a key stroke rehabilitation metric promotes the value of patient experience.Rehabilitation models should integrate family members as active participants, recognising their role as key supporters and advocates. Clinician elicitation and integration of patient values, preferences, and circumstances are integral to individualised and patient-centred stroke rehabilitation, yet literature on how these are elicited is scarce. Effective communication, establishing connections, and building relationships are fundamental to getting to know patients and what matters to them. Prioritising quality engagement between clinicians and patients as a key stroke rehabilitation metric promotes the value of patient experience. Rehabilitation models should integrate family members as active participants, recognising their role as key supporters and advocates.