cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/axqxax
title: Serpentine plant community surveys (3 years) following a dispersal manipulation at McLaughlin Natural Reserve

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;While investigating how historical contingencies manifest in ecological communities is common, research has yet to uncover how species distributions and abundances may be impacted by ecological processes interacting across spatial and temporal scales. We assessed the influence of a historical dispersal event on community assembly by simulating five scales of dispersal for 240 serpentine annual plant communities that experienced a large shift from drought to high rainfall conditions over three years. We collected, aggregated, and redistributed the aboveground seed bank from 30 sites across five nested spatial scales (~1 m, 5 m, 100 m, 5 km, and 10 km), and annually censused communities over a three-year period to identify change in community structure among dispersal scales and over time. We assessed the change in community composition and diversity that occurred over the study period by comparing contrasts of Bray-Curtis disimilarity and net changes in species richness between a baseline control plot and each experimental dispersal treatment plot. We also determined how species turnover through time was affected by dispersal scale, including how the number of established, sink, and intermittent species found in experimental plots were impacted by our past dispersal manipuation. Finally, we examined species’ differences in response to environmental fluctuations (i.e. stress-tolerant vs. stress-intolerant) and whether dispersal enhances these differences to increase turnover in dominant species groups. Our one-time dispersal manipulation diversified local seed banks, thereby providing insurance against temporal variability and supporting community re-assembly toward a new compositional state when drought was lifted. We also found evidence that various forms of temporal lags directed community responses to environmental fluctuations, preventing rare species extirpations and providing subordinate species discrete windows of time to supplement their seed banks. This experiment underscores the importance of dispersal and dormancy for diversity maintenance in the face of future climate where the degree and magnitude of fluctuations are uncertain.&lt;/p&gt;
description: <b>Dryad version number:</b> 5
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> http://datadryad.org/dataset/doi:10.5061/dryad.v9s4mw75t
<b>Storage size:</b> 94641
<b>Visibility:</b> public
DOI: 10.5683/sp3/tawtov
title: Pharmacy Program in a BC First Nation: Perspectives of Patients, Clinicians, and Student Learners in a Rural and Remote Indigenous Context

description: Rural and remote Indigenous communities experience challenges with safe medication use, often exacerbated by limited transportation, shortages of healthcare providers, and gaps in culturally safe, patient-centered care. The BC First Nation community has identified a clear need and priority to action safe medication practices by improving access to clinical pharmacy services integrated with local traditional community knowledge systems. 

This Summer Student Research Project aims to build, implement, and evaluate a new pharmacy program integrated with the home and community care of the local health centre of the BC First Nation. Services include medication management appointments, medication education, and diabetes and hypertension monitoring with a pharmacist and pharmacy student learners. The program is built on a phrase from the local BC First Nation, with a focus on relationships and a holistic understanding of both western and traditional medicines. The purpose of the evaluation was to examine patient and clinician perspectives on the program, and student learning experiences.
DOI: 10.5683/sp3/qmkvfx
title: Données transcriptomiques de la cohorte familiale d'asthme du Saguenay–Lac-Saint-Jean | Transcriptomic data from the Saguenay–Lac-Saint-Jean asthma family cohort

description: Cet ensemble de données inclut les données transcriptomiques de la cohorte familiale d'asthme du Saguenay–Lac-Saint-Jean pour l'étude des facteurs génétiques et environnementaux de risque et de protection de l'asthme. Ces données comprennent les données de RNAseq effectué pour deux types de cellules immunes circulantes : éosinophile (159 individus) et cellule T CD4+ naïve (170 individus).

This dataset includes transcriptomic data from the Saguenay–Lac-Saint-Jean Asthma Family Cohort for the study of genetic and environmental risk and protective factors for asthma. These data include RNAseq data performed for two immune circulating cell types : eosinophils (159 individuals) and CD4+ naïve T cells (170 individuals).
description: R
DOI: 10.5683/sp3/hjdgae
title: Ballet School Study Materials and Data

description: This data and study materials are from a study on former ballet school students' experiences. This data set includes a pre-interview questionnaire, a semi-structured interview guide, and data from a subsection of a participant group (those who consented to the future storage and use of their data). Since the questionnaire and interview guide and documents do not contain any participant data, these are openly available and will not require an ethics protocol approval and justification to be accessed. The interview transcripts and summary description of the demographic information about the participants who consented to the storage of their transcripts will require an ethics protocol approval and justification to be accessed. Please email sophie.wensel@mail.utoronto.ca and/or gretchen.kerr@utoronto.ca with your justification and approved ethics protocol to request access to the participant data.
description: Abstract from original study: Research on professional ballet schools typically focuses on the ballet training context, and little research addresses student experiences beyond the ballet studio. Many students reside at their ballet schools, and recent cases of child maltreatment at international ballet schools raise concerns for student welfare across the entire school context. The purpose of this exploratory study was to understand the nature of former students’ experiences across dance, academics, socializing, and living, and any perceived contributing contextual factors to those experiences. Fifteen former students from six countries completed semi-structured interviews, which were analyzed using reflexive thematic analysis and a social constructionist approach. Interpretations included themes about complex positive and negative experiences and maltreatment; perceived effects of experiences; and perceptions of contributing contextual factors. Developed themes and accompanying participant recommendations for safer, healthier, and more inclusive ballet schools suggest that many environments and student experiences were misaligned with children’s rights, welfare, and development.
DOI: 10.5683/sp3/3xq1qy
title: Search strategies for shared decision making and intensive care units / Stratégies de recherche sur la prise de décision partagée et les unités de soins intensifs.

description: This dataset contains search strategies for MEDLINE All (Ovid), Embase (Ovid), CINAHL (EBSCOhost), PsycInfo (Ovid), Web of Science (SCI, SSCI, ESCI, AHCI). When run in their respective databases, these strategies retrieve articles on the concepts of shared decision making (SDM) and intensive care units (ICU). The number of results and search strategies for each database are listed in the rtf file(s). / Ce jeu de données contient les stratégies de recherche pour MEDLINE All (Ovid), Embase (Ovid), CINAHL (EBSCOhost), PsycInfo (Ovid), Web of Science (SCI, SSCI, ESCI, AHCI). Quand on les exécute dans leurs bases de données respectives, ces stratégies repêchent les articles sur les concepts de la prise de décision partagée et des unités de soins intensifs. Le nombre de résultats et les stratégies de recherche pour chaque base de données sont indiqués dans le.s fichier.s rtf.
DOI: 10.5683/sp3/9rzhka
title: Replication Data for: Canadian Women's Vibrator Use: Prevalence and Characteristics

description: Replication dataset
DOI: 10.5683/sp3/ixfmha
title: Replication Data for "Expanding the Polymerization Potential of Itaconic Acid Through Methacrylate Functionalization"

description: The dataset includes 6 folders with the various experiments done to support the publication. This include the raw data from: 1) differential scanning calorimetry (DSC) describing the thermal transitions of the polymers synthesized; 2) gel permeation chromatography (GPC) containing the raw data of the molecular weight distributions of all polymers synthesized; 3) nuclear magnetic resonance (NMR) spectra of all compounds synthesized; 4) theological raw data files for the various tests for flow properties; 5) small angle x-ray scattering (SAXS) raw data of all polymers that were expected to self-assemble, and 6) thermogravimetric analysis (TGA) data of all polymers to assess thermal stability of all polymers studied.
DOI: 10.5683/sp3/w6zcvo
title: Replication Data for: Urban landscape heterogeneity can modulate the invasive potential of non-native species

description: This dataset contains data files and metadata for replication of the analyses shown in the paper titled "Urban landscape heterogeneity can modulate the invasive potential of non-native specie".
DOI: 10.5683/sp3/twt0m0
title: Données d'autorat et d'affiliation des documents savants sur Érudit, 2015-2024/Authorship and affiliation data for scholarly content on Érudit, 2015-2024

description: Métadonnées des documents savants diffusés sur Érudit, couvrant la période 2015-2024.&lt;br&gt;
&lt;br&gt;&lt;i&gt;
Document metadata for scholarly journals disseminated on Érudit, covering the 2015-2024 period.&lt;/i&gt;
DOI: 10.5683/sp3/lvofl9
title: DATA from: Path to the summit: pattern and process of alien plant colonization in a protected mountainous area
title: Colonization patterns in Parc national de la Gaspésie, a mountainous protected area of eastern North America
title: Patrons de colonisation dans le Parc national de la Gaspésie, une zone protégée montagneuse de l'est de l'Amérique du Nord

description: Data generated and used for the manuscript entitled "Path to the summit: pattern and process of alien plant colonization in a protected mountainous area".
A README file provides more information on variables and measurement units.
DOI: 10.5683/sp3/mzf5jx
title: Open Data Community Survey 2025

description: This study seeks to create a snapshot of the open data community in 2025. It is hoped that the study will be repeated on a regular basis in future years. Funding for this survey has been provided by the DDI (Data Documentation Initiative) Alliance, an international collaboration dedicated to developing metadata standards and semantic products for describing social science data, data covering human activity, and other data based on observational methods.
description: The Open Data Community Survey 2025 has gathered insights from individuals who utilize or provide open data, FAIR data, and those interested in using semantic metadata to enhance data usability.

The raw, de-identified responses are published here as ODCS2025-ARR. A processed version of the dataset will be forthcoming.
DOI: 10.5683/sp3/oworpn
title: Replication data for "Temporal and Regional Effects of Forest Harvesting on Mercury Bioaccumulation and Biomagnification in Boreal Stream Food Webs"

description: These datasets and code accompany a manuscript titled "Temporal and Regional Effects of Forest Harvesting on Mercury Bioaccumulation and Biomagnification in Boreal Stream Food Webs". This study examined the effects of forest harvest spatially and temporally on mercury dynamics in boreal stream food webs. 
Sampling for this study was done in the summer and fall of 2019, 2020, and 2021.These datasets include water chemistry, carbon and nitrogen stable isotopes, total and methyl mercury concentrations of water and aquatic biota, as well as the Rmarkdown files that accompanied analyses.
description: Water [MeHg] and water chemistry data for this study are partially published here https://doi.org/10.5683/SP3/TMQKRG and here https://doi.org/10.5683/SP3/4BA4BL.
DOI: 10.5683/sp3/k7tpfg
title: Raw data files for: A Binary Self-Amplifying Nucleic Acid Platform for the Creation of Lipid Nanoparticle-Free Vaccines and Nanomedicines

description: Raw data for Figures 1-9 and BioRender licenses for Figures 1-10
DOI: 10.5683/sp3/kviq7f
title: Exploring Stress, General Self-Efficacy and Support Systems to Enhance Academic Success in Post-Secondary Education

description: This dataset was collected as part of the Stress and Self-Efficacy Study conducted at Bow Valley College. It contains survey responses from post-secondary students in the School of Health & Wellness, examining the relationship between academic stress and general self-efficacy. Variables include demographic information such as age, gender and type of student- domestic or international
DOI: 10.5683/sp3/orwutz
title: Trexo User Characteristics and Demographics

description: This database contains a summary of the demographic characteristics and usage information of participants who have used a Trexo Plus Robotic Walker in the Pediatric Onset of Neuromotor Impairments Lab between 2022 and 2025.
DOI: 10.5683/sp3/p5cxnk
title: Replication data for variable delay affects conversational turn-taking behavior in the presence of background noise

description: This dataset contains audio recordings of conversations from the experiment described in Masters & MacDonald (2025). Data from 15 pairs of participants which held 12 conversations each are included. The conversations took in place in either the presence or absence of background noise, and with or without a delay present between the talkers. The readme.txt file indicates which files contain audio from which conditions.
DOI: 10.5683/sp3/ptjnil
title: Replication Data for: Active face emissions: An opportunity for reducing methane emissions in global waste management

description: This dataset describes raw mobile methane (CH₄) measurements collected by FluxLab during multi-day surveys at ten Canadian municipal solid-waste landfills in Nova Scotia, Quebec, and Alberta in 2023–2024. Surveys were carried out using repeated on-site, fenceline, and off-site public-road transects and stationary downwind holds, under different wind conditions, to pass through or intercept plumes at varying distances. The measurement vehicle was equipped with a Gill WindSonicM ultrasonic anemometer (wind speed accuracy ~3% and direction ±3°), an RM Young 32500 electronic compass (±2°), a Garmin 18x 5 Hz GPS, and Los Gatos Research analyzers (UGGA or LGR-ICOS Microportable GLA131; CH₄ precision ~1.4 ppb for the Microportable). Prior to each day’s measurements, analyzers were checked against certified reference gases, the compass was verified using the four cardinal directions, and the inlet-to-analyzer transit time was measured and applied to correct timestamps. Calibration gases were referenced to WMO mole-fraction scales (X2004a for CH₄; X2019 for CO₂). Data were logged on a common, synchronized timebase with standardized QC steps (timestamp sync, GPS correction, wind-vector correction for vehicle motion, instrument-lag correction, and basic completeness checks). Each CSV provides timeseries of CH₄ (and CO₂ when available), wind speed/direction corrected for vehicle motion, GPS, and nearby METAR weather matches. All site coordinates are anonymized, longitude_anon and latitude_anon, are intentionally offset and do not represent real locations; they’re only for visualization and relative spatial context, not for mapping or navigation to actual sites. Files are named [YYYY-MM-DD]_LFID_anonymized.csv, where the date comes from the measurement day and LFID is an anonymized landfill ID (LFID1–LFID10). Note that only the downwind portions of the measurements were used in our analyses; the full shared files include records that may not have been analyzed. This project was supported by Natural Resources Canada.
DOI: 10.5683/sp3/sscfzr
title: Children's rhymes and nature in Mehri, a Modern South Arabian language

description: This is a set of 25 children's rhymes and riddles recorded by Saeed al-Qumairi from Hawf in the al-Mahrah province of Yemen. They relate to the paper Children's rhymes and nature in Mehri, a Modern South Arabian language. The paper appeared in Journal of Semitic Studies in 2024 authored by Saeed al-Qumairi, Andrea Boom and Janet C.E. Watson.
description: The audio of the rhymes is not always identical to the rhymes as transcribed in the article. The reason for this is that the rhymes were gathered from different areas of al-Mahrah, Yemen, and the speaker uses his own dialect from Hawf in eastern al-Mahrah.
description: iPhone
DOI: 10.5683/sp3/zimw1t
title: Replication Data for: Social determinants of pain, distress, and quality of life in injured workers: A cross-sectional and longitudinal analysis of patient-reported outcomes

description: De-identified dataset from 203 acutely injured workers in the Canadian province of Ontario. Data include social and demographic variables (sex, gender, age, education, income, discrimination experiences) in dichotomous format using median splits or other meaningful groupings, clinical outcomes (pain intensity, distress, quality of life), and rehabilitation/recovery outcomes collected 8 weeks later after a course of musculoskeletal injury rehabilitation
DOI: 10.5683/sp3/kfmaaz
title: Replication Data for Prefrontal cortex activity during virtual obstacle avoidance and distracted walking: a methodological proof of concept using augmented reality and functional near-infrared spectroscopy

description: This dataset represents a validation study examining cortical activity using functional near-infrared spectroscopy during distracted walking. We compare activity during virtual obstacle navigation using augmented reality to activity during physical obstacle navigation.
DOI: 10.5683/sp3/pldspt
title: Replication Data for: Multiplex PCR with Sex Markers SSM4 and ALLWSex2 in Long-Term Stored Blood Samples to Determine Sex of the North American Shortnose Sturgeon (Acipenser brevirostrum)

description: Sex-specific information is crucial for sturgeon culture, conservation, and fisheries management. However, identifying their sex is difficult outside the spawning season. Two recently identified female-specific loci (AllWSex2 and SSM4) are conserved across many Acipenserid species, but they have not been validated for all species within this family. This study aimed to (1) determine whether SSM4 can be used to sex shortnose sturgeon, (2) develop and test a multiplex PCR technique using both ALLWSex2 and SSM4 for sexing shortnose sturgeon, (3) determine if long-term stored blood samples can be used to sex shortnose sturgeon, and (4) test the effect of storage temperature on DNA degradation. DNA was extracted from frozen RBC samples from 36 previously sexed fish. A multiplex PCR was set up using three pairs of primers: AllWSex2 and SSM4, as female-specific loci, and mtDNA, as an internal control. AllWSex2 and SSM4 allowed for perfect discrimination of sex. While long-term storage and storage temperature did cause DNA degradation, the signal was still strong enough after 8 years of cold storage for reliable sex determination. This suggests that researchers now have the ability to re-examine archived/frozen samples to determine the sex of their sturgeon.

The dataset includes data on the effect of sex on DNA concentration and ratios, the effect of storage time on DNA concentration and ratios, and the effect of storage temperature on DNA concentration and ratios.
DOI: 10.5683/sp3/xv8vfw
title: In situ measurement of the specific surface area of reduced graphene oxide using time-resolved laser induced incandescence

description: The data is recorded from a laser-induced incandescent measurement of reduced graphene oxide reduced at different reduction temperatures using a tube furnace. Intensity data of incandescent traces recorded by four separate PMTs at wavelengths of 447 nm, 545 nm, 645 nm, and 747 nm. The data is processed into five different files, named based on the reduction temperature of the tube furnace. Each column represents a different wavelength range, as follows: 1: 447 nm, 2: 747 nm, 3: 545 nm, 4: 645 nm. The data is relatively calibrated and shortened to reflect the temperature data from the peak of the signal. Additionally, time data is appended, which directly correlates to the time of the incandescent signal.
description: The paper has not been published yet, and the related publication section will be updated when it is. Uploaded Matfiles and the tables converted to xlsx format.
description: MATLAB, R2023b
DOI: 10.5683/sp3/pbonli
title: Rochman et al., XXXX - First whole lake mass balance paper - 13 days

description: This is the supp data submitted with the research paper.
DOI: 10.5683/sp3/bhk3ar
title: Former Joseon Savings Bank Residence

description: This is a dataset of digital assets from the documentation of the Former Joseon Savings Bank Residence during a workshop organized with Korea National University of Heritage and the International Centre for Interpretation and Presentation of World Heritage Sites (WHIPIC) on August 18, 2025. This building is located in Seoul (Korea). According to Asia News - the Joseon Savings Bank residence is a building constructed during the Japanese colonial period. Seonwonjeon was the place where royal portraits, known as Eojin, of successive kings were enshrined. It was considered the most sacred space within the palace, but it was damaged by the Japanese colonial authorities. After Emperor Gojong passed away in 1919, all buildings in the area were demolished, and the Joseon Savings Bank residence and Gyeongseong First Public Girls' High School were constructed in their place.
DOI: 10.5683/sp3/ifqbtu
title: Replication Data for: Methylmercury bioaccumulation and biomagnification in streams within forested catchments defoliated by spruce budworm

description: These datasets and code accompany a paper published in Environmental Research titled "Methylmercury bioaccumulation and biomagnification in streams within forested catchments defoliated by spruce budworm". This study examined the bioaccumulation and biomagnification of methylmercury within stream food webs experiencing a range of watershed defoliation, and evaluated the relationships between mercury transfer and various water chemistry and landscape factors. Sampling was completed in August and September of 2019 and 2020. These datasets include water chemistry, landscape attributes, autochthony results, total and methyl mercury concentrations of food web components (and stable nitrogen isotopes), fish morphometric and mercury concentrations, and size-standardized fish total mercury concentrations.