cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/4b18xz
title: ERA5-FWI-SN dataset

description: This dataset provides fine-scale gridded data of the daily components of the Forest Fire Weather Index (FWI) System, that best reflect physical processes, and also includes additional fire season-related indices. Designed for retrospective monitoring (6-days lag), the dataset enables daily tracking of fire danger across Canada. 

The dataset includes the six daily FWI components, namely the Fine Fuel Moisture Code (FFMC), the Duff Moisture Code (DMC), the Drought Code (DC), the Initial Spread Index (ISI), the Buildup Index (BUI) and the Fire Weather Index (FWI), as well as the Daily Severity Rating (DSR), the cumulated DSR (DSRc), the fire season onset (Onset), the end of fire season (WinterOnset) and the fire season length (FSL) indices. 

Data, spanning from 1950 to the present year and covering the land surfaces of Canada, are provided in NetCDF and GeoTIFF file formats for each year, at a spatial resolution of 0.25° (approximatively 31 km). These data were calculated using ERA5 reanalysis hourly data. FWI components were computed using the solar noon (SN) method, which accounts for local insolation conditions. ​This method reduces discontinuities in indices value across longitudes-an issue that arises when the standard local noon method is used- particularly at higher spatial resolutions.

Overall, this dataset aims to improve our collective capacity to anticipate and respond to the spatiotemporal variability in fire danger conditions that may trigger severe and widespread forest fires across Canada.
DOI: 10.5683/sp3/tdobtr
title: Replication data: Infection dynamics of non-Staphylococcus pathogens in subclinical mastitis and their association with quarter -level somatic cell score, milk yield, and milk components

description: This Dataverse contains the datasets and analyses scripts for the associated article.
DOI: 10.5683/sp3/waagf0
title: Search strategies on patient partners in interprofessional education in health sciences / Stratégies de recherche sur l'implication des patients partenaires dans la formation des futurs professionnels de santé

description: This dataset contains search strategies for MEDLINE All (Ovid), Embase (Ovid), CINAHL (EBSCOhost), ERIC (ProQuest), Web of Science (SCIe, SSCI, A&HCI, ESCI), Érudit and LiSSa. When run in their respective databases, these strategies retrieve articles on the concepts of patient partners in interprofessional education in health sciences. The number of results and search strategies for each database are indicated in the rtf file(s). / Ce jeu de données contient les stratégies de recherche pour MEDLINE All (Ovid), Embase (Ovid), CINAHL (EBSCOhost), ERIC (ProQuest), Web of Science (SCIe, SSCI, A&HCI, ESCI), Érudit and LiSSa. Quand on les exécute dans leurs bases de données respectives, ces stratégies repêchent les articles sur les concepts du patient partenaire en éducation interprofessionnelle en sciences de la santé. 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/psuqwo
title: Map of Early Modern London

description: Shakespeare and his contemporaries traversed London on foot. Early modern plays, pamphlets, histories, and poems assume intimate knowledge of the streets, alleys, and topography of the city. At Map of Early Modern London (MoEML), our ongoing project is to map the spatial imaginary of Shakespeare’s city; we ask how London’s spaces and places were named, traversed, used, repurposed, and contested by various practitioners (Michel de Certeau’s term), writers, and civic officials. MoEML’s maps allow us to plot people, historical documents, literary works, and recent critical research onto topography and the built environment. At the same time, we experiment with new digital modes of answering GeoHumanities questions. An early contributor to the spatial turn and literary geographic information systems (GIS), MoEML provides a virtual space for exploring the meaning and representation of cultural space in the London of Shakespeare and his contemporaries. We also experiment with new ways of working collaboratively as teams and across institutions and disciplines.
DOI: 10.5683/sp3/h3hgwf
title: Understanding Animals jupyter notebook data

description: This dataset supports the jupyter notebooks at https://github.com/umanitoba-meagher-projects/Understanding-animals. It is referenced in the pressbook 'Teaching with Images: A computational design resource for understanding urban animals'.
DOI: 10.5683/sp3/xaiw2s
title: Original NMR data files, and .pdf outputs for ITC and SPR assays for: A high-throughput screening approach to discover potential colorectal cancer chemotherapeutics: Repurposing drugs to identify novel disruptors of 14-3-3 proteins

description: This dataset contains the original 1H NMRs collected for our synthesis of BV01 as reported in the title article.
DOI: 10.5683/sp3/7yvvkh
title: Intimate and Non-intimate Partner Victims of Violence and Crime [Canada] [Custom Tabulation] [Excel]
title: Victimes de violence et de criminalité, qu'elles soient liées à un partenaire intime ou non [Canada] [Tableau personnalisé] [Excel]

description: &lt;p&gt;This is a custom tabulation from Statistics Canada. Intimate partner and non-intimate partner victims of police-reported violent crime and traffic offences causing bodily harm or death, by age and gender of victim, provinces, territories and census metropolitan areas, 2010 to 2021. Data are from the Uniform Crime Reporting (UCR2) Trend Database, which contains historical data that permit the analysis of trends since 2009 in the characteristics of incidents, and accused and victim characteristics, such as age, gender and accused-victim relationship. This database includes respondents accounting for 99% of the population of Canada.&lt;/p&gt;

&lt;p&gt;Source: Statistics Canada, Canadian Centre for Justice and Community Safety Statistics, Uniform Crime Reporting (UCR2) Survey, Trend Database.&lt;/p&gt;
description: Statistics Canada Custom Tabulations
description: Uniform Crime Reporting Survey
description: Statistics Canada performs random rounding on custom tabulations to ensure confidentiality. This means all counts are rounded to a base of 5 (ending in 0 or 5) and may not match the sum of the rounded components.
DOI: 10.5683/sp3/ojyp9a
title: Data from: The effect of drought stress on the limits and costs of plasticity in floral longevity in response to pollinator decline

description: Measurements of floral longevity, number of seeds per fruit, and final aboveground dry biomass of Lobelia siphilitica plants grown in droughted or well-watered treatments in the University of Guelph Phytotron.
description: R, 4.4.2
DOI: 10.5683/sp3/jdw2z6
title: Search strategies on asthma remission in children and adolescents / Stratégies de recherche sur la rémission de l'asthme chez l'enfant et l'adolescent

description: The dataset contains search strategies for the MEDLINE ALL, Embase, and CENTRAL databases, all via Ovid. The search terms are moderate to severe asthma, remission, and children-adolescents. The number of results and search strategies for each database are indicated in the rtf file. The searches were conducted in June 2025. / Le jeu de données contient une stratégie de recherche pour les bases de données MEDLINE ALL, Embase et CENTRAL, toutes via Ovid. Les concepts recherchés sont l'asthme modéré à sévère, rémission et enfants-adolescents. Le nombre de résultats et les stratégies de recherche pour chaque base de données sont indiqués dans le fichier rtf. Les recherches ont été effectuées en juin 2025.
DOI: 10.5683/sp3/41ezih
title: Replication Data for: Effects of microplastics on survival, reproduction, and the microbiome of the freshwater oligochaete Tubifex tubifex

description: These datasets accompany a paper published in Environmental Toxicology and Chemistry titled "Effects of microplastics on survival, reproduction, and the microbiome of the freshwater oligochaete Tubifex tubifex". These data include measurements of microplastic accumulation in Tubifex tubifex tissues and biological responses (survival and reproduction) following chronic exposure to microplastics of different sizes, shapes, polymer types, and conditions.
DOI: 10.5683/sp3/iebnoe
title: Replication Data for: NLRP3 inflammasome-dependent and -independent interleukin-1β release by macrophages exposed to wear and corrosion products from CoCrMo implants

description: Wear particles and metal ions released from cobalt–chromium–molybdenum (CoCrMo) alloy implants present a significant clinical concern. Particles such as Cr2O3 and CoCrMo and metal ions, including Co2+ and Cr3+, have the potential to induce adverse local tissue reactions (ALTR) that can lead to implant failure. The pro-inflammatory response of macrophages to CoCrMo particles, Co2+, or Cr3+ has been shown to involve interleukin-1β (IL 1β) and its putative processing by the NLRP3 inflammasome. The objectives of the present study were to determine: whether IL 1β release by macrophages exposed to Cr2O3 particles (60 nm), CoCrMo particles (3.4 µm), Co2+, or Cr3+ is dependent on NLRP3 and/or caspase 1; whether NLRP3-dependent release is mediated by ROS and/or cathepsin B; and whether caspase-8 is involved when the release is independent of NLRP3. Bone marrow-derived macrophages (BMDM) from wild-type (wt), NLRP3-deficient (Nlrp3-/-), and caspase-1-deficient (Casp1-/-) mice were exposed to the particles or metal ions following priming with lipopolysaccharide. Results showed that IL 1β release by BMDM exposed to the Cr2O3 particles or Cr3+ was NLRP3 dependent. In contrast, IL 1β release induced by the CoCrMo particles or Co2+ was NLRP3 independent being either caspase 1 independent in the case of CoCrMo particles or partly caspase 1 dependent for Co2+. Furthermore, results suggested that NLRP3 inflammasome activation by the Cr2O3 particles was cathepsin B dependent and lysosomal destabilization-mediated, whereas activation by Cr3+ was ROS-mediated. Finally, results suggested that IL 1β release induced by CoCrMo particles or Co2+ was caspase 8 dependent. Overall, these results underscore the specificity and diversity of the mechanisms by which different CoCrMo implant wear particles and metal ions can induce IL-1β release in macrophages. These findings further suggest that targeting NLRP3, caspase 1, and caspase 8 may help reduce the IL 1β–mediated contribution to the inflammatory response induced by periprosthetic wear particles and metal ions from CoCrMo implants.

The data set contains all the processed numerical data used to generate the figures presented in the associated article, as well as the full set of raw micrographs.
DOI: 10.5683/sp3/aemz8v
title: Replication Data and Code for: Spillovers from export credit guarantees

description: The data and programs replicate tables and figures from "Spillovers from export credit guarantees", by Jäkel. Please see the README file for additional details.
DOI: 10.5683/sp3/n94tjm
title: Replication Data for: Beaver Reservoirs have Variable Effects on Downstream Mercury in Boreal Stream Food Webs Across Harvested Watersheds

description: These datasets and code accompany a manuscript titled "Beaver Reservoirs have Variable Effects on Downstream Mercury in Boreal Stream Food Webs Across Harvested Watersheds". This study examined the combined effects of forest harvest and beaver reservoirs on mercury dynamics in boreal stream food webs. Sampling for this study was done in the summer and fall of 2021. These datasets include water chemistry, carbon and nitrogen stable isotopes, total and methyl mercury concentrations of water and aquatic biota, sediment deposition and leaf litter decomposition rates, 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/GAG2HJ and here https://doi.org/10.5683/SP3/DOGA3N
DOI: 10.5683/sp3/poxhd6
title: Student perceptions of waste sorting interventions, and participation rates in interventions, in high-density student housing

description: This dataset shows results of participation rates and student recycling knoweldge and perceptions from a pilot program testing different recycling and waste management interventions in six high-density residential buildings on university campus.
DOI: 10.5683/sp3/bdy69m
title: Soil inoculation improves tree seedling growth in substrates containing bitumen, but the effect varies by species and inoculum source

description: In Canada, companies mining bitumen must restore landscapes to self-sustaining boreal ecosystems. Residual hydrocarbons can be present in some reclaimed landforms, and their potential effect on vegetation is unclear. In this region, forests occur on natural surficial bitumen deposits, and vegetation persists on bitumen ore piles that have since been abandoned by industry. We investigated whether practitioners can leverage plant-soil interactions that enable vegetation to grow in bituminous soils to facilitate the establishment of tree seedlings on reclaimed sites containing residual hydrocarbons. 
We characterized soil fungal communities using Illumina Mi-Seq sequencing across field sites with varying hydrocarbon levels, focusing on fungi due to their potential effects on seedling performance. We then used soil from these sites as inoculum in a growth chamber experiment, adding it to five substrates, in which we grew jack pine (Pinus banksiana Lamb.) and trembling aspen (Populus tremuloides Michx.). Three of those substrates were sympatric to the inoculum, and the other two were reclamation materials differing in hydrocarbon concentrations. 
The field sites differed in fungal community composition, and the abandoned ore pile had the most distinct fungal community. We found that substrate type affected aspen seedling growth independent of inoculum source. In contrast, the effect of substrate type on pine seedling growth depended on the source of inoculum. Specifically, inoculum from the abandoned ore pile increased pine growth by up to 128% in one of the reclamation substrates tested. However, this same inoculum decreased or had no effect on aspen seedling growth across the substrates. The low colonization of roots by Soil inoculation improved tree seedling growth in some substrates containing bitumen, but the effect varied by species and inoculum source. Inoculum from extreme environments, such as the abandoned ore pile, may harbour microbes effective in supporting pine seedling growth in soils with residual hydrocarbons. Testing this inoculum source in field trials would be the next step in evaluating its use in promoting pine seedling establishment on reclaimed sites.
DOI: 10.5683/sp3/o0a60j
title: Data from: FST and genetic diversity in an island model with background selection

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Background selection, by which selection on deleterious alleles reduces diversity at linked neutral sites, influences patterns of total neutral diversity, &lt;em&gt;π&lt;sub&gt;T&lt;/sub&gt;&lt;/em&gt;, and genetic differentiation, &lt;em&gt;F&lt;sub&gt;ST&lt;/sub&gt;&lt;/em&gt;, in structured populations. The theory of background selection may be split into two regimes: the &lt;em&gt;background selection regime&lt;/em&gt;, where selection pressures are strong and mutation rates are sufficiently low such that deleterious alleles are at a deterministic mutation-selection balance,&lt;em&gt; &lt;/em&gt;and the &lt;em&gt;interference selection regime,&lt;/em&gt; where selection pressures are weak and mutation rates are sufficiently high that deleterious alleles accumulate and interfere with another, leading to selective interference. Previous work has quantified the effects of background selection on &lt;em&gt;π&lt;sub&gt;T&lt;/sub&gt;&lt;/em&gt; and &lt;em&gt;F&lt;sub&gt;ST&lt;/sub&gt;&lt;/em&gt; only for deleterious alleles in the &lt;em&gt;background selection regime&lt;/em&gt;. Furthermore, there is evidence to suggest that migration reduces the effects of background selection on &lt;em&gt;F&lt;sub&gt;ST&lt;/sub&gt;&lt;/em&gt;, but this has not been fully explained. Here, we derive novel theory to predict the effects of migration on background selection experienced by a subpopulation and extend previous theory from the &lt;em&gt;interference selection regime &lt;/em&gt;to make predictions in an island model. Using simulations, we show that this theory best predicts &lt;em&gt;F&lt;sub&gt;ST&lt;/sub&gt;&lt;/em&gt; and &lt;em&gt;π&lt;sub&gt;T&lt;/sub&gt;&lt;/em&gt;. Moreover, we demonstrate that background selection may generate minimal increases in &lt;em&gt;F&lt;sub&gt;ST&lt;/sub&gt;&lt;/em&gt; under sufficiently high migration rates, because migration reduces correlated effects on fitness over generations within subpopulations. However, we show that background selection may still cause substantial reductions in &lt;em&gt;π&lt;sub&gt;T&lt;/sub&gt;&lt;/em&gt;, particularly for metapopulations with a larger effective population size. Our work further extends the theory of background selection into structured populations, and suggests that background selection will minimally confound locus-to-locus &lt;em&gt;F&lt;sub&gt;ST&lt;/sub&gt;&lt;/em&gt; scans.&lt;/p&gt;
description: <b>Dryad version number:</b> 3
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> http://datadryad.org/dataset/doi:10.5061/dryad.p2ngf1w0n
<b>Storage size:</b> 3392697
<b>Visibility:</b> public
DOI: 10.15468/dl.4fh2p3
title: Occurrence Download

description: A dataset containing 3497 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 7.08097261420473",
 "DecimalLongitude is less than 7.08403216738913",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 3497 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046919-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/16h1of
title: Données de réplication pour : Community forests in Gabon: how do local communities take ownership?

description: Ces données sur le niveau d'appropriation de la gestion des forêts communautaires (FCs) au Gabon. Nous avons donc des données sur leurs géolocalisation (carte et données GPS) ; des données synthèses sur les ménages enregistrés; un fichier des données contenant les caractéristiques des FCs avec lesquelles nous avons travaillées ainsi que l'analyse SWOT qui détermine les forces-faiblesses-opportunités et défis liés aux FCs et à l'administration forestière au Gabon; des données de la carte thermique soutenue par l'AFC afin de distinguer les FCs les mieux fonctionnelles
DOI: 10.5683/sp3/r4lbwv
title: Judges by Race and Gender [Canada] [Custom Tabulation] [Excel]
title: Juges par race et sexe [Canada] [Tableau personnalisé] [Excel]

description: This is a custom tabulation from Statistics Canada. It presents data on the demographics of Judges in Canada by race, gender, and province, derived from the 2016 and 2021 Census of Population
description: Statistics Canada Custom Tabulations
description: Census of Population
description: Statistics Canada performs random rounding on custom tabulations to ensure confidentiality. This means all counts are rounded to a base of 5 (ending in 0 or 5) and may not match the sum of the rounded components.
DOI: 10.5683/sp3/iewggd
title: Self-Insert Fanvid Comments

description: Self-insert fanvid comments for dissertation
DOI: 10.5683/sp3/noznb4
title: Labour Force Survey, July 2025 [Canada]
title: Enquête sur la population active, juillet 2025 [Canada]
title: LFS July 2025

description: LFS data are used to produce the well-known unemployment rate as well as other standard labour market indicators such as the employment rate and the participation rate. The LFS also provides employment estimates by industry, occupation, public and private sector, hours worked and much more, all cross-classifiable by a variety of demographic characteristics. Estimates are produced for Canada, the provinces, the territories and a large number of sub-provincial regions. For employees, data on wage rates, union status, job permanency and establishment size are also produced.
&lt;br&gt;
&lt;br&gt;
These data are used by different levels of government for evaluation and planning of employment programs in Canada. Regional unemployment rates are used by Employment and Social Development Canada to determine eligibility, level and duration of insurance benefits for persons living within a particular employment insurance region. The data are also used by labour market analysts, economists, consultants, planners, forecasters and academics in both the private and public sector.
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;Statistical activity&lt;/b&gt;
&lt;br&gt;
Together, four statistical programs tell a more complete story of current labour market events. These programs are: the Labour Force Survey (LFS), the Survey of Employment, Payrolls and Hours (SEPH), Employment Insurance Statistics (EIS), and the Job Vacancy and Wage Survey (JVWS). Every month, the LFS provides timely data on the labour market, including the unemployment rate and demographic analysis. Later on, the SEPH report shows greater detail on non-farm industry employment and earnings and the JVWS supplies preliminary indicators on job vacancies. EIS provides substantial detail on Employment Insurance benefits by geography, socio-demographics and former occupation. Every quarter, the JVWS provides detailed information on job vacancies by occupation and economic region.
description: Labour Force Survey
description: <br><b>LFS revisions</b>: Labour force surveys are revised on a periodic basis. The most recent revisions took place in 2025. As of January 2025, LFS microdata and estimates have been adjusted to reflect population counts from the 2021 Census, with revisions going back to 2011. Additionally, several changes were made to key variables on the PUMFs:<br>

Survey weights (FINALWT) have been updated to use 2021 Census population control totals.
Sub-provincial geography (CMA) has been updated to the 2021 Standard Geographical Classification (SGC) boundaries.
All industry data (NAICS_21) was revised to use the latest standard, North American Industry Classification System (NAICS) 2022.
Coding enhancements were applied to improve longitudinal consistency of detailed National Occupational Classification data (NOC_10 and NOC_43).
Data were revised to use the gender of person instead of sex (GENDER).
DOI: 10.5683/sp3/wpqe5w
title: Structural characterization of rare-earth chain-based metal—organic frameworks with a pyrene linker and their performance in the detoxification of a mustard gas simulant

description: Raw data used in the research article: Structural characterization of rare-earth chain-based metal—organic frameworks with a pyrene linker and their performance in the detoxification of a mustard gas simulant

Authors: Victor Quezada-Novoa, Maxwell W. Terban, Laure-Anne Dubuc-Kanary, Artem Schevchenko, Lavinia A. Trifoi, Christopher Copeman, Pierre Le Magueres, Robert E. Dinnebier, and Ashlee J. Howarth