cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5gqaj6
title: Occurrence Download

description: A dataset containing 439321 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, scientificname, decimallatitude, decimallongitude, eventdate, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -28.773895969281842
 AND decimallatitude &lt;= -24.552553756517728
 AND decimallongitude &gt;= 26.450229726150916
 AND decimallongitude &lt;= 32.47800532857604
 AND GBIF_Within('POLYGON ((32.478005 -28.773896, 32.478005 -24.552554, 26.450230 -24.552554, 26.450230 -28.773896, 32.478005 -28.773896))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 439321 records were derived from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015944-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7v4xr
title: Occurrence Download

description: A dataset containing 24267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Luzula luzuloides, Luzula albida, Luzula albida)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 24267 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015954-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqzw66
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borassus flabellifer",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 39 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015955-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msek44
title: Occurrence Download

description: A dataset containing 7386 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Rust fungus specimen of Research Group of Plant Parasitic Mycology, Faculty of Life and Environmental Sciences, University of Tsukuba"
 ]
}

 The dataset includes 7386 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015956-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18501471
title: Synchronous Non-contact Ultrasonic-assisted Laser Deposition Manufacturing data

description: This dataset contains the relevant data from the paper "Synchronous Non-contact Ultrasonic-assisted Laser Deposition Manufacturing of High-Performance Inconel718 Superalloy: Numerical Simulation and Process Experimental Investigation."
DOI: 10.5281/zenodo.18502108
title: Results from the MITgcm simulations with altered bottom boundary conditions 02
DOI: 10.5281/zenodo.18502109
title: Results from the MITgcm simulations with altered bottom boundary conditions 02
DOI: 10.15468/dl.5jm5nd
title: Occurrence Download

description: A dataset containing 12348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Luzula sylvatica, Luzula sylvatica, Luzula maxima, Luzula maxima, Juncus sylvaticus, Juncus sylvaticus, Juncus sylvaticus, Juncus sylvaticus, Juncus sylvaticus, Juncus sylvaticus, Juncus sylvaticus, Juncus sylvaticus, Juncus sylvaticus, Juncus sylvaticus, Juncus sylvaticus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 12348 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015957-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18501880
title: Reproducibility package for "A Dual-Database Bibliometric Analysis on Dry Needling for Pain: Global Trends and Hotspots from Web of Science Core Collection and Scopus (2006–2025)"

description: Complete materials for reproducing the parallel bibliometric analysis of Web of Science Core Collection and Scopus. Includes raw exports, Bibliometrix intermediate files, VOSviewer map files, and CiteSpace burst detection projects.
DOI: 10.5281/zenodo.18501879
title: Reproducibility package for "A Dual-Database Bibliometric Analysis on Dry Needling for Pain: Global Trends and Hotspots from Web of Science Core Collection and Scopus (2006–2025)"

description: Complete materials for reproducing the parallel bibliometric analysis of Web of Science Core Collection and Scopus. Includes raw exports, Bibliometrix intermediate files, VOSviewer map files, and CiteSpace burst detection projects.
DOI: 10.15468/dl.jn83z3
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brahea edulis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 53 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015959-260129131611470/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.31077385
title: <b>SUPPLEMENTARY DATA FOR </b><b>“Let’s Interact”: Exploring Undergraduate Health Professions Students’ Learning of Interprofessional Ethics and Communication Through Visual Hermeneutics and Storytelling</b>

description: This dataset accompanies a mixed-methods educational study that evaluated a novel interprofessional (IP) ethics and communication module designed for undergraduate students in medicine, nursing, dentistry, and physiotherapy. The module, titled <i>“Harmonizing Health: Navigating Ethics and Communication in IP Practice,”</i> integrated visual hermeneutics (reflective interpretation of paintings) and storytelling to promote collaborative, patient-centered competencies that are often underemphasized in discipline-based curricula. Faculty from multiple health professions underwent a structured faculty development program (FDP) to prepare them as facilitators, and the usefulness of the FDP was assessed using a semistructured questionnaire. The learning intervention was implemented among 62 second-year undergraduates using a two-step format comprising participatory group discussions and facilitated debriefing. Student outcomes were evaluated through questionnaires and reflective writing mapped to the first two levels of the Kirkpatrick evaluation model, while facilitator perceptions of student engagement and session conduct were also documented. Overall, both facilitators and students reported high satisfaction, improved confidence, active participation, and enhanced understanding of ethics, communication, and teamwork in IP practice, supporting the feasibility and educational value of introducing IP ethics and communication early in undergraduate health professions education.
DOI: 10.6084/m9.figshare.31077385.v2
title: <b>SUPPLEMENTARY DATA FOR </b><b>“Let’s Interact”: Exploring Undergraduate Health Professions Students’ Learning of Interprofessional Ethics and Communication Through Visual Hermeneutics and Storytelling</b>

description: This dataset accompanies a mixed-methods educational study that evaluated a novel interprofessional (IP) ethics and communication module designed for undergraduate students in medicine, nursing, dentistry, and physiotherapy. The module, titled <i>“Harmonizing Health: Navigating Ethics and Communication in IP Practice,”</i> integrated visual hermeneutics (reflective interpretation of paintings) and storytelling to promote collaborative, patient-centered competencies that are often underemphasized in discipline-based curricula. Faculty from multiple health professions underwent a structured faculty development program (FDP) to prepare them as facilitators, and the usefulness of the FDP was assessed using a semistructured questionnaire. The learning intervention was implemented among 62 second-year undergraduates using a two-step format comprising participatory group discussions and facilitated debriefing. Student outcomes were evaluated through questionnaires and reflective writing mapped to the first two levels of the Kirkpatrick evaluation model, while facilitator perceptions of student engagement and session conduct were also documented. Overall, both facilitators and students reported high satisfaction, improved confidence, active participation, and enhanced understanding of ethics, communication, and teamwork in IP practice, supporting the feasibility and educational value of introducing IP ethics and communication early in undergraduate health professions education.
DOI: 10.6084/m9.figshare.31077385.v1
title: <b>“Let’s INTERACT”: Integrating Interprofessional Ethics and Communication Training for Health Science Undergraduates through Visual Hermeneutics and </b><b>storytelling</b>_Datasets

description: This dataset accompanies a mixed-methods educational study that evaluated a novel interprofessional (IP) ethics and communication module designed for undergraduate students in medicine, nursing, dentistry, and physiotherapy. The module, titled <i>“Harmonizing Health: Navigating Ethics and Communication in IP Practice,”</i> integrated visual hermeneutics (reflective interpretation of paintings) and storytelling to promote collaborative, patient-centered competencies that are often underemphasized in discipline-based curricula. Faculty from multiple health professions underwent a structured faculty development program (FDP) to prepare them as facilitators, and the usefulness of the FDP was assessed using a semistructured questionnaire. The learning intervention was implemented among 62 second-year undergraduates using a two-step format comprising participatory group discussions and facilitated debriefing. Student outcomes were evaluated through questionnaires and reflective writing mapped to the first two levels of the Kirkpatrick evaluation model, while facilitator perceptions of student engagement and session conduct were also documented. Overall, both facilitators and students reported high satisfaction, improved confidence, active participation, and enhanced understanding of ethics, communication, and teamwork in IP practice, supporting the feasibility and educational value of introducing IP ethics and communication early in undergraduate health professions education.
DOI: 10.6084/m9.figshare.31274740
title: Increased traffic volume threatens plant-pollinator interactions and plant reproductive success

description: This study examines the impact of traffic volume (high vs. low) on plant-pollinator communities, interaction networks, and plant reproductive success in alpine meadows on the northeastern margin of the Tibetan Plateau. A total of 30 study sites were selected, with an equal distribution between road verges with high and low traffic volumes. For each site, three plots were established at varying distances from the road (0–10 m, 30–40 m, and 60–70 m). Within each plot, plant-pollinator interactions were surveyed across three transects, yielding a total of 135 hours of sampling. Ninety quantitative plant-pollinator networks were constructed, and key network metrics such as connectance, nestedness, and specialization (H2′)were assessed. Flower richness and abundance were evaluated using three randomly placed 1 m × 10 m quadrats per plot, while pollinator abundance and richness were determined by counting insect visitors and species per plot. Community-level plant reproductive success was measured for pollinator-dependent species. Seed numbers for each species were standardised using z-scores, and the mean reproductive success per plot was calculated. These data provide empirical insights into how traffic-induced disturbances shape plant-pollinator interactions, influencing the stability and functionality of pollination networks in roadside ecosystems.
DOI: 10.6084/m9.figshare.31274740.v1
title: Increased traffic volume threatens plant-pollinator interactions and plant reproductive success

description: This study examines the impact of traffic volume (high vs. low) on plant-pollinator communities, interaction networks, and plant reproductive success in alpine meadows on the northeastern margin of the Tibetan Plateau. A total of 30 study sites were selected, with an equal distribution between road verges with high and low traffic volumes. For each site, three plots were established at varying distances from the road (0–10 m, 30–40 m, and 60–70 m). Within each plot, plant-pollinator interactions were surveyed across three transects, yielding a total of 135 hours of sampling. Ninety quantitative plant-pollinator networks were constructed, and key network metrics such as connectance, nestedness, and specialization (H2′)were assessed. Flower richness and abundance were evaluated using three randomly placed 1 m × 10 m quadrats per plot, while pollinator abundance and richness were determined by counting insect visitors and species per plot. Community-level plant reproductive success was measured for pollinator-dependent species. Seed numbers for each species were standardised using z-scores, and the mean reproductive success per plot was calculated. These data provide empirical insights into how traffic-induced disturbances shape plant-pollinator interactions, influencing the stability and functionality of pollination networks in roadside ecosystems.
DOI: 10.15468/dl.5xjjaz
title: Occurrence Download

description: A dataset containing 22749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lysimachia nemorum, Lysimachia nemorum, Lysimachia nemorum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 22749 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015960-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dz3rvp
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassiophoenix schumannii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 19 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015961-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.necghf
title: Occurrence Download

description: A dataset containing 33070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lysimachia nummularia)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 33070 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015962-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18502518
title: From Policy to Practice: Teachers' Feedback Practices under Tanzania's Competency-Based Curriculum

description: DATA ARE FOR MANUCRIPT SUBMISSION FOR COGENT EDUCATION JOURNAL
DOI: 10.5281/zenodo.18502519
title: From Policy to Practice: Teachers' Feedback Practices under Tanzania's Competency-Based Curriculum

description: DATA ARE FOR MANUCRIPT SUBMISSION FOR COGENT EDUCATION JOURNAL
DOI: 10.15468/dl.mxq8st
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Burretiokentia vieillardii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 169 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015963-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49v37p
title: Occurrence Download

description: A dataset containing 809221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripos",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 809221 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015940-260129131611470/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.31274812
title: exam questions analysis

description: dataset for my research. analysis of exam questions
DOI: 10.6084/m9.figshare.31274812.v1
title: exam questions analysis

description: dataset for my research. analysis of exam questions
DOI: 10.15468/dl.znp62r
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Butia capitata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 197 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015964-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y638qa
title: Occurrence Download

description: A dataset containing 15599 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, scientificname, decimallatitude, decimallongitude, eventdate, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -28.773895969281842
 AND decimallatitude &lt;= -24.552553756517728
 AND decimallongitude &gt;= 111.09096484983384
 AND decimallongitude &lt;= 119.08601953811215
 AND GBIF_Within('POLYGON ((119.086020 -28.773896, 119.086020 -24.552554, 111.090965 -24.552554, 111.090965 -28.773896, 119.086020 -28.773896))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 15599 records were derived from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015958-260129131611470/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.31242061.v1
title: Breast Cancer data

description: The role of PET imaging in lymph node staging for breast cancer patients proceeding to upfront surgery remains incompletely characterized. We evaluated the diagnostic accuracy of PET imaging in immediate surgical patients.
DOI: 10.5281/zenodo.18502670
title: GCB__6958501

description: Globally sea-level rise is expected to intensify saltwater intrusion into tidal freshwater marshes, ye the time-dependent effects of salinity on phosphorus (P) biogeochemistry remains inadequately understood. Herein, we conducted a field transplant experiment simulating saltwater intrusion to examine how salinity influences soil P availability, organic P mineralization, and phoD‐harbouring bacterial community in subtropical tidal marshes. Our results showed that simulated saltwater intrusion significantly elevated soil pH, electrical conductivity, porewater salinity, and concentrations of major ions (SO42- and Cl-), effectively altering the abiotic conditions governing P dynamics. Soil P availability increased significantly, with resin-P and NaHCO3-Pi concentrations rising, while less available P fractions (NaOH-Pi and NaOH-Po) declined. Saltwater intrusion inhibited soil organic P mineralization, especially during the later stage of transplant incubation. Notably, the abundance and diversity of phoD-harboring bacterial communities increased in transplanted soils during the early incubation period, indicating a functional compensatory response to salt stress. Over time, these communities shifted toward brackish-like compositions, driven by salinity acting as a deterministic environmental filter. Correlation analysis indicated that saltwater intrusion–induced ionic strength, the abundance and diversity of phoD-harboring bacteria, redistribution and key microbial taxa jointly regulated P fraction and availability in tidal marshes. Overall, this study reveals a strong “two-phase” conceptual framework: an initial shock of enhanced P availability driven by abiotic mobilization and microbial functional shifts, followed by a longer-term transition toward a brackish-like state in both microbial communities and P fractions. These findings deepen our understanding of P cycling in coastal marshes under future seawater intrusion scenarios, highlighting the critical roles of P fraction redistribution and time-dependent responses in regulating P availability.