cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26180/29528054
title: PALM: Integrated Ultrasonically-Actuated Platform to Deliver Uniform Aerosol Dropletswith Tuneable Diameters

description: Ultrasonic atomization of liquids into micrometer-diameter droplets is widely used for aerosol drug delivery. However, existing systems lack the required precision to tune the droplet size and throughput on-demand, and the underlying droplet formation mechanism under high-frequency ultrasonic actuation remains poorly understood due to experimental constraints. Here, we present an ultrasonically actuated aerosol delivery platform, which can atomize a wide range of liquids from different inlets and generate aerosol droplets with tuneable diameters on-demand. Central to the technique are microfabricated, high aspect ratio channels bounding the liquid to be atomised into a precisely defined narrow region. High frequency oscillation of the channel sidewalls generates tuneable capillary waves at the liquid interface, leading to exceptional control over droplet formation. Throughout the process, any fluid remaining in the inlet continues to be drawn into the channel via a capillary flow. As a result, the width and depth of the liquid to be aerosolised remain constant and the periodicity and amplitude of the capillary waves can be maintained over a narrow and long rectangular region. We demonstrate that the droplet size distribution and flowrates can be modified on-demand. Since the approach does not need nozzles, meshes or impacting jets, stresses exerted on the liquid samples are reduced, hence the device is gentler on delicate samples. These results signify a significant advancement in medical aerosol delivery technology, promising improved patient comfort, treatment efficacy, and application versatility
DOI: 10.26180/29528054.v1
title: PALM: Integrated Ultrasonically-Actuated Platform to Deliver Uniform Aerosol Dropletswith Tuneable Diameters

description: Ultrasonic atomization of liquids into micrometer-diameter droplets is widely used for aerosol drug delivery. However, existing systems lack the required precision to tune the droplet size and throughput on-demand, and the underlying droplet formation mechanism under high-frequency ultrasonic actuation remains poorly understood due to experimental constraints. Here, we present an ultrasonically actuated aerosol delivery platform, which can atomize a wide range of liquids from different inlets and generate aerosol droplets with tuneable diameters on-demand. Central to the technique are microfabricated, high aspect ratio channels bounding the liquid to be atomised into a precisely defined narrow region. High frequency oscillation of the channel sidewalls generates tuneable capillary waves at the liquid interface, leading to exceptional control over droplet formation. Throughout the process, any fluid remaining in the inlet continues to be drawn into the channel via a capillary flow. As a result, the width and depth of the liquid to be aerosolised remain constant and the periodicity and amplitude of the capillary waves can be maintained over a narrow and long rectangular region. We demonstrate that the droplet size distribution and flowrates can be modified on-demand. Since the approach does not need nozzles, meshes or impacting jets, stresses exerted on the liquid samples are reduced, hence the device is gentler on delicate samples. These results signify a significant advancement in medical aerosol delivery technology, promising improved patient comfort, treatment efficacy, and application versatility
DOI: 10.15468/dl.rctc5w
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Taxus contorta"
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007695-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.es4wz4
title: Occurrence Download

description: A dataset containing 532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Leucaena leucocephala"
 ]
}

 The dataset includes 532 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007696-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18605624
title: Data and R Code for: Modeling Late-Winter Forest Snow Depth Using Stand Structure, Terrain, and a Thermal Forcing in a Hemiboreal Mountain Catchment

description: This repository contains the dataset and R scripts used to develop and validate the Snow Retention Index (SRI) model presented in the associated manuscript. The dataset includes plot-level forest snow depth (FSD), meteorological station maximum snow depth (MSD), stand structural variables (e.g., basal area, composition index), terrain variables (elevation, eastness), and positive degree days (PDD).

The R scripts reproduce all statistical analyses reported in the manuscript, including descriptive statistics, mixed-effects modeling, fixed-effects regression, validation metrics, and generation of predicted forest snow depth (FSD). The code is fully executable using the provided dataset.
DOI: 10.5281/zenodo.18605625
title: Data and R Code for: Modeling Late-Winter Forest Snow Depth Using Stand Structure, Terrain, and a Thermal Forcing in a Hemiboreal Mountain Catchment

description: This repository contains the dataset and R scripts used to develop and validate the Snow Retention Index (SRI) model presented in the associated manuscript. The dataset includes plot-level forest snow depth (FSD), meteorological station maximum snow depth (MSD), stand structural variables (e.g., basal area, composition index), terrain variables (elevation, eastness), and positive degree days (PDD).

The R scripts reproduce all statistical analyses reported in the manuscript, including descriptive statistics, mixed-effects modeling, fixed-effects regression, validation metrics, and generation of predicted forest snow depth (FSD). The code is fully executable using the provided dataset.
DOI: 10.4121/05289b59-d6c0-4d58-b048-199f8071ade8
title: Beyond Home vs Office: Post-Pandemic Telework Location Patterns and Subjective Well-Being in the Netherlands. Analysis Files.

description: This repository includes analysis files used to identify the diverse telework location arrangement and their relationship with subjective well-being. The underlying data are drawn from the 2023 Netherlands Mobility Panel (MPN), an annual household survey established by the Netherlands Institute for Transport Policy Analysis to study both short-term and long-term travel behaviours. The complete dataset is publicly available at https://www.mpndata.nl/.<br>The analysis files document the procedures for data filtering and processing, the classification of employees into six distinct clusters, and the examination of the independent effects of different telework location arrangements on subjective well-being. The method employed is a latent class cluster model with a three-step approach, implemented in Latent Gold 5.1. For detailed information about the analysis workflow and file structure, please refer to the README file.
DOI: 10.4121/05289b59-d6c0-4d58-b048-199f8071ade8.v1
title: Beyond Home vs Office: Post-Pandemic Telework Location Patterns and Subjective Well-Being in the Netherlands. Analysis Files.

description: This repository includes analysis files used to identify the diverse telework location arrangement and their relationship with subjective well-being. The underlying data are drawn from the 2023 Netherlands Mobility Panel (MPN), an annual household survey established by the Netherlands Institute for Transport Policy Analysis to study both short-term and long-term travel behaviours. The complete dataset is publicly available at https://www.mpndata.nl/.<br>The analysis files document the procedures for data filtering and processing, the classification of employees into six distinct clusters, and the examination of the independent effects of different telework location arrangements on subjective well-being. The method employed is a latent class cluster model with a three-step approach, implemented in Latent Gold 5.1. For detailed information about the analysis workflow and file structure, please refer to the README file.
DOI: 10.48425/dmxo6so9
title: V_insect_defoliators_density_varanger

description: Data from moth larval abundance surveys at four locations in eastern Finnmark. Data organized in one file per year, plus a coordinate file.
DOI: 10.15468/dl.pyyw7c
title: Occurrence Download

description: A dataset containing 4069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudognaphalium affine",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 4069 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007697-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eafvd3
title: Occurrence Download

description: A dataset containing 105941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aricidea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 105941 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007680-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fttvgv
title: Occurrence Download

description: A dataset containing 776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Saperda candida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 776 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007698-260208012135463/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/14805066
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.f2wdcx
title: Occurrence Download

description: A dataset containing 2868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycorma delicatula",
 "Country is one of (China, Korea, Republic of, Japan, Viet Nam, India)",
 "Year is greater than or equal to 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2868 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003841-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzkcvt
title: Occurrence Download

description: A dataset containing 16303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, 28eb1a3f-1c15-4a95-931a-4af90ecb574d)",
 "TaxonKey is Cornu aspersum",
 "Year 1000-2025"
 ]
}

 The dataset includes 16303 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004998-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.34177
title: Multidimensional Dataset of Origin-Composition-Activity of Mongolian Medicine Hariburi
title: 蒙药哈日布日基源-成分-活性多维数据集

description: As an important part of traditional medicine, Mongolian medicine has a unique theoretical system and rich experience in drug use, and Hariburi plays a crucial role in it. However, due to the complex historical records of its original sources, there are disputes over the "black and white" classification and the corresponding plants, which hinders its modern research and application. This study aims to systematically sort out its traditional drug - use knowledge and modern research results, clarify the corresponding relationship between the "black and white" original sources, identify the core efficacy, material basis and pharmacological activities, and provide a reference for subsequent research and development. By retrieving ancient and modern Mongolian medicine classics, modern medicinal material quality standards and relevant research literatures, and using the methods of review and integrated analysis, traditional cognitions and modern scientific evidence were summarized. This data set contains four modules: source identification, chemical composition, pharmacological activity, processing and application. It is a standardized data resource with multi - dimensional systematic integration, which can provide a comprehensive data basis for subsequent work such as source identification, establishment of quality standards, network pharmacology analysis, innovative drug research and development, and comparative research in ethnic pharmacy. 
description: As an important part of traditional medicine, Mongolian medicine has a unique theoretical system and rich experience in drug use, and Hariburi plays a crucial role in it. However, due to the complex historical records of its original sources, there are disputes over the "black and white" classification and the corresponding plants, which hinders its modern research and application. This study aims to systematically sort out its traditional drug - use knowledge and modern research results, clarify the corresponding relationship between the "black and white" original sources, identify the core efficacy, material basis and pharmacological activities, and provide a reference for subsequent research and development. By retrieving ancient and modern Mongolian medicine classics, modern medicinal material quality standards and relevant research literatures, and using the methods of review and integrated analysis, traditional cognitions and modern scientific evidence were summarized. This data set contains four modules: source identification, chemical composition, pharmacological activity, processing and application. It is a standardized data resource with multi - dimensional systematic integration, which can provide a comprehensive data basis for subsequent work such as source identification, establishment of quality standards, network pharmacology analysis, innovative drug research and development, and comparative research in ethnic pharmacy.
DOI: 10.6084/m9.figshare.31305526
title: STATA dataset for a study titled "<b>PREVALENCE AND FACTORS ASSOCIATED WITH FALSE NEGATIVE RAPID DIAGNOSTIC HIV TESTS AMONG PATIENTS ON ANTIRETROVIRAL THERAPY WITH A NON-DETECTABLE VIRAL LOAD IN KAMPALA, UGANDA: A CROSS-SECTIONAL STUDY</b>"

description: <b>Background: </b>Evidence emerging from Sub-Saharan Africa indicates that people living with HIV (PLHIV) on long-term antiretroviral therapy (ART) especially when the viral load is undetectable, may falsely test negative for HIV on rapid diagnostic tests. This study assessed the prevalence and factors associated with false negative HIV results among PLHIV on antiretroviral therapy, with undetectable viral load levels at Kisenyi Health Center IV, Kampala, Uganda.<b>Methods</b>: Between October 2023 and February 2024, a cross-sectional study was conducted among 1,248 PLHIV on ART with undetectable viral loads at Kisenyi Health Center IV. Participants were recruited consecutively, and HIV re-testing was conducted in accordance with the national serial rapid testing algorithm. The algorithm includes a screening test (Determine™ HIV-1/2), a confirmatory test (Stat-Pak®), and a tie-breaker test (SD Bioline®). Enzyme-linked immunosorbent assay (ELISA) was used as the final confirmatory method. Data on socio-demographics and clinical characteristics was collected using an electronic data abstraction tool. Logistic regression analysis was done to assess for factors associated with false negative results, using STATA version 14.0.<b>Results</b>: The median age of the participants was 34.0 (interquartile range 29.0-42.5 years). The prevalence of false-negative rapid test results was 3.2% (40/1248; CI:2.20-4.2). CD4 (aOR 1.001, CI:1.001-1.003) and duration on ART (aOR 0.884, CI:0.801-0.978) were significantly associated with false-negative HIV results.<b>Conclusion</b>: False-negative results were observed in approximately 3 in every 100 PLHIV on ART with an undetectable viral load. Serial rapid testing alone may be suboptimal for detecting HIV infection in this population. Further confirmatory testing in individuals who test negative on rapid testing is recommended.
DOI: 10.6084/m9.figshare.31305526.v2
title: STATA dataset for a study titled "<b>PREVALENCE AND FACTORS ASSOCIATED WITH FALSE NEGATIVE RAPID DIAGNOSTIC HIV TESTS AMONG PATIENTS ON ANTIRETROVIRAL THERAPY WITH A NON-DETECTABLE VIRAL LOAD IN KAMPALA, UGANDA: A CROSS-SECTIONAL STUDY</b>"

description: <b>Background: </b>Evidence emerging from Sub-Saharan Africa indicates that people living with HIV (PLHIV) on long-term antiretroviral therapy (ART) especially when the viral load is undetectable, may falsely test negative for HIV on rapid diagnostic tests. This study assessed the prevalence and factors associated with false negative HIV results among PLHIV on antiretroviral therapy, with undetectable viral load levels at Kisenyi Health Center IV, Kampala, Uganda.<b>Methods</b>: Between October 2023 and February 2024, a cross-sectional study was conducted among 1,248 PLHIV on ART with undetectable viral loads at Kisenyi Health Center IV. Participants were recruited consecutively, and HIV re-testing was conducted in accordance with the national serial rapid testing algorithm. The algorithm includes a screening test (Determine™ HIV-1/2), a confirmatory test (Stat-Pak®), and a tie-breaker test (SD Bioline®). Enzyme-linked immunosorbent assay (ELISA) was used as the final confirmatory method. Data on socio-demographics and clinical characteristics was collected using an electronic data abstraction tool. Logistic regression analysis was done to assess for factors associated with false negative results, using STATA version 14.0.<b>Results</b>: The median age of the participants was 34.0 (interquartile range 29.0-42.5 years). The prevalence of false-negative rapid test results was 3.2% (40/1248; CI:2.20-4.2). CD4 (aOR 1.001, CI:1.001-1.003) and duration on ART (aOR 0.884, CI:0.801-0.978) were significantly associated with false-negative HIV results.<b>Conclusion</b>: False-negative results were observed in approximately 3 in every 100 PLHIV on ART with an undetectable viral load. Serial rapid testing alone may be suboptimal for detecting HIV infection in this population. Further confirmatory testing in individuals who test negative on rapid testing is recommended.
DOI: 10.6084/m9.figshare.31305526.v3
title: STATA dataset for a study titled "<b>PREVALENCE AND FACTORS ASSOCIATED WITH FALSE NEGATIVE RAPID DIAGNOSTIC HIV TESTS AMONG PATIENTS ON ANTIRETROVIRAL THERAPY WITH A NON-DETECTABLE VIRAL LOAD IN KAMPALA, UGANDA: A CROSS-SECTIONAL STUDY</b>"

description: <b>Background: </b>Evidence emerging from Sub-Saharan Africa indicates that people living with HIV (PLHIV) on long-term antiretroviral therapy (ART) especially when the viral load is undetectable, may falsely test negative for HIV on rapid diagnostic tests. This study assessed the prevalence and factors associated with false negative HIV results among PLHIV on antiretroviral therapy, with undetectable viral load levels at Kisenyi Health Center IV, Kampala, Uganda.<b>Methods</b>: Between October 2023 and February 2024, a cross-sectional study was conducted among 1,248 PLHIV on ART with undetectable viral loads at Kisenyi Health Center IV. Participants were recruited consecutively, and HIV re-testing was conducted in accordance with the national serial rapid testing algorithm. The algorithm includes a screening test (Determine™ HIV-1/2), a confirmatory test (Stat-Pak®), and a tie-breaker test (SD Bioline®). Enzyme-linked immunosorbent assay (ELISA) was used as the final confirmatory method. Data on socio-demographics and clinical characteristics was collected using an electronic data abstraction tool. Logistic regression analysis was done to assess for factors associated with false negative results, using STATA version 14.0.<b>Results</b>: The median age of the participants was 34.0 (interquartile range 29.0-42.5 years). The prevalence of false-negative rapid test results was 3.2% (40/1248; CI:2.20-4.2). CD4 (aOR 1.001, CI:1.001-1.003) and duration on ART (aOR 0.884, CI:0.801-0.978) were significantly associated with false-negative HIV results.<b>Conclusion</b>: False-negative results were observed in approximately 3 in every 100 PLHIV on ART with an undetectable viral load. Serial rapid testing alone may be suboptimal for detecting HIV infection in this population. Further confirmatory testing in individuals who test negative on rapid testing is recommended.
DOI: 10.26180/29192639.v1
title: <b>Exploring Vietnamese EFL Learners’ Generative AI Usage Patterns, Self-Efficacy and Self-Directed Learning: Preliminary Findings</b>

description: While AI tools are increasingly integrated into language education to support learning autonomy and proficiency, limited research has explored how Vietnamese EFL learners perceive and engage with AI in relation to their self-efficacy and self-directed learning. This study surveyed 100 Vietnamese undergraduate English majors to examine patterns of AI engagement and their associations with self-efficacy and self-directed learning behaviors. Data were collected via an online questionnaire that measured students’ AI knowledge, usage frequency, and perceived understanding of AI-generated content. Descriptive and inferential analyses showed that 89.89% of participants reported at least basic AI knowledge, though only 8.08% identified as having advanced proficiency. ChatGPT (39.81%) and Grammarly (22.69%) emerged as the most frequently used tools, mainly for translation (21.84%) and writing assistance (18.35%). Despite frequent use, students’ understanding of AI remained surface-level, with only 1% having studied AI models and nearly 70% lacking deeper comprehension of how AI systems function. A statistically significant association was found between GPA and AI use frequency (F = 2.65, p = .038), while no significant differences were observed based on gender or year of study. Notably, a strong correlation was observed between self-efficacy in using AI and self-directed learning with AI (r = 0.71, p &lt; .001), suggesting that students who feel more confident in their ability to use AI tools are also more likely to engage in autonomous, AI-supported learning. These findings underscore the value of incorporating AI literacy and critical engagement strategies in EFL instruction to better support learners' autonomous practices.