cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/syyifq
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Federal Electoral District (FED) - 2013 - geojson format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/4fewfh
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Federal Electoral District (FED) - 2013 - File Geodatabase format (NAD83 CSRS / EPSG:3348)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/nptfj6
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Federal Electoral District (FED) - 2013 - Esri Shapefile format (NAD83 CSRS / EPSG:3348)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/ykna9t
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Federal Electoral District (FED) - 2013 - File Geodatabase format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/bxkzai
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Federal Electoral District (FED) - 2013 - Esri Shapefile format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/7cvj7d
title: Critical Electrical Infrastructure Annotations from Google Street View Images

description: Annotations of critical electrical infrastructure from 2,221 Google Street View (GSV) images are provided here. Wires and poles observed in the scene were annotated by drawing lines over the wires and polygons encapsulating the poles, and creating a binary mask. The collected GSV images and corresponding binary masks are provided here and are suitable for semantic segmentation research. For ease of use for different research applications, binary masks are divided into images containing power wires only, power poles only, or both.
DOI: 10.5683/sp3/xadoqc
title: DH2020 controlled vocabulary

description: Controlled vocabulary created for the DH2020 Conference in Ottawa, Ontario.
DOI: 10.5683/sp3/luxhyy
title: White matter microstructure in transmasculine and cisgender adolescents: A multiparametric and multivariate study

description: data and code
DOI: 10.5683/sp3/5gosg3
title: Aid when there is “nothing left to offer”: A study of ethics & palliative care during international humanitarian action

description: In humanitarian crises such as disaster, epidemic, conflict or extreme deprivation, triage approaches tend to direct limited resources to those most likely to improve and survive (eHospice 2015). Standards of clinical care for crisis settings emphasize that patients who are dying should be treated with respect, accompanied (Institute of Medicine 2009), and provided with pain relief (WMA 2006). Where demands for care dramatically outweigh resources, however, dying patients may be left unattended, or attended by health care providers (HCPs) who do not know what to do for them, or worse, who treat patients as if they were already dead (Orbinsky 2008). The premise of this study is that following sudden onset disaster, epidemic, or during protracted armed conflict, humanitarian teams often operate in high mortality settings, raising crucial questions about care for the incurable and the dying, their families, and communities. We aim to better understand ethical and practical experiences, challenges, and possibilities related to the integration of palliative care in the response of  humanitarian organizations in different crisis situations. https://humanitarianhealthethics.net/hhe-research-studies/ 
https://www.elrha.org/project/ethics-palliative-care-international-humanitarian-action/
DOI: 10.5683/sp3/zfjctk
title: Smart Discharges Uganda Under 5: Phase I clinical data of children 0-6 months

description: This data is a subset of the Smart Discharges Uganda Under 5 years parent study and is specific to the Phase I observational cohort of children aged 0-6 months. &lt;br&gt;

&lt;br/&gt;&lt;strong&gt;Objective(s):&lt;/strong&gt; Used as part of the Smart Discharge prediction modelling for adverse outcomes such as post-discharge death and readmission. &lt;br&gt;

&lt;br /&gt;&lt;strong&gt;Data Description:&lt;/strong&gt; All data were collected at the point of care using encrypted study tablets and these data were then uploaded to a Research Electronic Data Capture (REDCap) database hosted at the BC Children’s Hospital Research Institute (Vancouver, Canada). At admission, trained study nurses systematically collected data on clinical, social and demographic variables. Following discharge, field officers contacted caregivers at 2 and 4 months by phone, and in-person at 6 months, to determine vital status, post-discharge health-seeking, and readmission details. Verbal autopsies were conducted for children who had died following discharge. . &lt;br&gt;

&lt;br /&gt;&lt;strong&gt;Data Processing:&lt;/strong&gt; Created z-scores for anthropometry variables using height and weight according to WHO cutoff. Distance to hospital was calculated using latitude and longitude. Extra symptom and diagnosis categories were created based on text field in these two variables. BCS score was created by summing all individual components.&lt;br&gt;

&lt;br /&gt;&lt;strong&gt;Limitations:&lt;/strong&gt; There are missing dates and the admission, discharge, and readmission dates are not in order. &lt;br&gt;

&lt;br /&gt;&lt;strong&gt;Ethics Declaration:&lt;/strong&gt; This study was approved by the Mbarara University of Science and Technology Research Ethics Committee (No. 15/10-16), the Uganda National Institute of Science and Technology (HS 2207), and the University of British Columbia / Children & Women’s Health Centre of British Columbia Research Ethics Board (H16-02679). This manuscript adheres to the guidelines for STrengthening the Reporting of OBservational studies in Epidemiology (STROBE).
description: &lt;br /&gt;&lt;strong&gt;NOTE for restricted files:&lt;/strong&gt; If you are not yet a CoLab member, please complete our &lt;a href = "https://rc.bcchr.ca/redcap/surveys/?s=EDCYL7AC79"&gt;membership application survey&lt;/a&gt; to gain access to restricted files within 2 business days.
&lt;br /&gt;Some files may remain restricted to CoLab members. These files are deemed more sensitive by the file owner and are meant to be shared on a case-by-case basis. Please contact the CoLab coordinator on &lt;a href = "https://www.bcchr.ca/pediatric-sepsis-data-colab"&gt;this page&lt;/a&gt; under "collaborate with the pediatric sepsis colab."
DOI: 10.5683/sp3/epyeat
title: Smart Discharges Uganda Under 5: Phase I clinical data of children 0-6 months - pulse oximetry

description: This data is a subset of the Smart Discharges Uganda Under 5 years parent study and is specific to the Phase I observational cohort of children aged 0-6 months containing &lt;strong&gt;pulse oximetry&lt;/strong&gt; data. &lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Background:&lt;/strong&gt; Substantial mortality occurs after hospital discharge in children under 5 years old with suspected sepsis. This study aimed to refine and externally validate a previously developed post-discharge mortality prediction model.&lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Methods:&lt;/strong&gt; In this prospective observational cohort study, we recruited 0-6-month-old children admitted with suspected sepsis from the community to the paediatric wards of six Ugandan hospitals. The primary outcome was six-month post-discharge mortality among those discharged alive. &lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Data Collection Methods:&lt;/strong&gt; All data were collected at the point of care using encrypted study tablets and these data were then uploaded to a Research Electronic Data Capture (REDCap) database hosted at the BC Children’s Hospital Research Institute (Vancouver, Canada). At admission, trained study nurses systematically collected data on clinical, social and demographic variables. Following discharge, field officers contacted caregivers at 2 and 4 months by phone, and in-person at 6 months, to determine vital status, post-discharge health-seeking, and readmission details. Verbal autopsies were conducted for children who had died following discharge.&lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Ethics Declaration:&lt;/strong&gt; This study was approved by the Mbarara University of Science and Technology Research Ethics Committee (No. 15/10-16), the Uganda National Institute of Science and Technology (HS 2207), and the University of British Columbia / Children & Women’s Health Centre of British Columbia Research Ethics Board (H16-02679). This manuscript adheres to the guidelines for STrengthening the Reporting of OBservational studies in Epidemiology (STROBE).
description: &lt;br /&gt;&lt;strong&gt;NOTE for restricted files:&lt;/strong&gt; If you are not yet a CoLab member, please complete our &lt;a href = "https://rc.bcchr.ca/redcap/surveys/?s=EDCYL7AC79"&gt;membership application survey&lt;/a&gt; to gain access to restricted files within 2 business days.
&lt;br /&gt;Some files may remain restricted to CoLab members. These files are deemed more sensitive by the file owner and are meant to be shared on a case-by-case basis. Please contact the CoLab coordinator on &lt;a href = "https://www.bcchr.ca/pediatric-sepsis-data-colab"&gt;this page&lt;/a&gt; under "collaborate with the pediatric sepsis colab."
DOI: 10.5683/sp3/j01juh
title: Raw data summary for: Intergenerational plasticity to cycling high temperature and hypoxia affects offspring stress responsiveness and tolerance in zebrafish

description: This dataset includes the raw summary data found in the tables and figures in Lim and Bernier (2023a) including temperature, dissolved oxygen levels, larval reduced movement temperature, egg size, yolk size, larval body length, survival, hatch timing, cortisol levels, gene expression, protein expression, critical thermal maxima, and time to loss of equilibrium.
DOI: 10.5683/sp3/chusib
title: e-Celsius P022P Capsule Validity Reliability Study

description: The purpose of this data set was to determine the validity and reliability of the P022-P e-Celsius core temperature capsules which has not been validated previously or assessed for bias and accuracy relative to manufacturer specifications. We used a ciculating water bath and reference thermometer to test 24 capsules at 7 temperature plateaus between 35C and 42C for 10 samples at each plateau.
description: The data is a XLS document consisting of the collection of the raw data from capsules tested, the raw data of the reference thermometer, and the sheet of the capsules' data that was then used for statistical analysis.
Reference thermometer was accurate to 0.01C and an equivalent resolution. 
The capsules were the e-Celsius P022-P capsules, recorded by the Equivital/e-Celsius performance monitor. 
Capsules reported temperature of a circulating water bath every 30 seconds while temperature from a reference thermometer in a central location relative to the capsules was manually recorded every 10 seconds.
DOI: 10.5683/sp3/jsfox1
title: Replication Data and Code for: "Export Tax Refund and the Misreporting by Chinese Exporters"

description: The data and programs replicate tables and figures from "Export Tax Refund and the Misreporting by Chinese Exporters", by Xinzheng Shi and Zhufeng Xu. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/voethc
title: Traditional Medicines Knowledge Preservation and Revitalization

description: A Nation charter on the current status and how to preserve and revitalize Traditional Medicines knowledge in health and healing for future generations.
DOI: 10.5683/sp3/vmfjta
title: Publication Repository: Cooperation Between First Nations and Municipalities: Do Water Sharing Arrangements Improve Drinking Water Quality?

description: Many communities engage in Water Sharing Arrangements (WSAs) with nearby communities. Using data characterizing drinking water systems and their host communities in the Canadian province of Ontario, we assess the following question: Do WSAs influence drinking water quality outcomes for recipient water systems? We find that WSAs are associated with improved drinking water quality outcomes for First Nation recipient systems. We do not associate WSAs with improved outcomes for municipal recipient systems. These differing effects may be due to provincial state capacity which is available to all municipalities, irrespective of WSA status, and the subset of First Nation systems in a WSA.
description: Collaborative Relationships Between First Nations and Municipalities in Ontario
description: STATA
description: Microsoft Excel
DOI: 10.5683/sp3/bbzfoy
title: Replication Data and Code for: Reworking Wild Bootstrap Based Inference for Clustered Errors

description: The data and programs replicate tables and figures from "Reworking Wild Bootstrap Based Inference for Clustered Errors", by Webb. Please see the ReadMe file for additional details. Note: There are two master files, one reruns the entire set of Monte Carlos. The other reproduces tables from previously stored Monte Carlo p-values.
DOI: 10.5683/sp3/pugbpp
title: Données et code de réplication pour : Intégration régionale de travailleurs (im)migrants sous interdiction de changer d’employeur au pays : impact salarial sur les autres employés au sein des occupations affectées.

description: Code de reproduction pour le mémoire de maîtrise « Intégration régionale de travailleurs (im)migrants sous interdiction de changer d’employeur au pays : impact salarial sur les autres employés au sein des occupations affectées ». Voir le fichier ReadMe pour plus de détails.
DOI: 10.5683/sp3/oqsf3x
title: X-ray fluorescence microimaging of single leaf and root subsamples from quillay (Quillaja saponaria Molina) and espino (Vachellia caven (Molina) Seigler & Ebinger), grown with (100 μM) and without (0 μM) added Cu

description: X-ray fluorescence microimaging of single leaf and root subsamples from quillay (Quillaja saponaria Molina) and espino (Vachellia caven (Molina) Seigler & Ebinger), grown with (100 μM) and without (0 μM) added Cu, at the Canadian Light Source Synchrotron facility (Saskatoon, SK).
DOI: 10.5683/sp3/ejavvq
title: Hydrothermal impacts of water release on early life stages of white Sturgeon in the Nechako River, (B.C. Canada).

description: Water temperature plays a crucial role in the physiology of aquatic species, particularly in their survival and development. Thus, resource programs are commonly used to manage water quality conditions for endemic species. In a river system like the Nechako River system, central British Columbia, a water management program was established in the 1980s to alter water release in the summer months to prevent water temperatures from exceeding a 20°C threshold downstream during the spawning season of Sockeye salmon (Oncorhynchus nerka). Such a management regime could have consequences for other resident species like the white sturgeon (Acipenser transmontanus). Here, we use a hydrothermal model and white sturgeon life stage-specific experimental thermal tolerance data to evaluate water releases and potential hydrothermal impacts based on the Nechako water management plan (1980 to 2019). Our analysis focused mainly on the warmest five-month period of the year (May to September), which includes the water release management period (July-August). Our results show that the thermal exposure risk, an index that measures temperature impact on species physiology of Nechako white sturgeon across all early life stages (embryo, yolk-sac larvae, larvae, and juvenile) has increased substantially, especially in the 2010s relative to the management program implementations’ first decade (the 1980s). The embryonic life stage was the most impacted, with a continuous increase in potential adverse thermal exposure in all months examined in the study. We also recorded major impacts of increased thermal exposure on the critical habitats necessary for Nechako white sturgeon recovery. Our study highlights the importance of a holistic management program with consideration for all species of the Nechako River system and the merit of possibly reviewing the current management plan, particularly with the current concerns about climate change impacts on the Nechako River.
DOI: 10.5683/sp3/4y15sn
title: Replication Code for: Independent effects of individual- and area-level income on site-specific cancer incidence in Canada from 2006–2015: a data linkage study

description: The files included here are SAS code provided as documentation for reproducibility of results in the study titled: "Independent effects of individual- and area-level income on site-specific cancer incidence in Canada from 2006–2015: a data linkage study" by Parker Tope, Talía Malagón, Samantha Morais, Mariam El-Zein, and Eduardo L. Franco. Data Source: Statistics Canada, Canadian Census Health and Environment Cohorts 2006 & 2011, 2006 long-form census, 2011 National Household Survey, Canadian Vital Statistics Death Database 2006-2015, and Canadian Cancer Registry 2006-2015. The Postal CodeOM Conversion File Plus (7D) is based on data licensed by Canada Post Corporation. Reproduced and distributed on an "as is" basis with the permission of Statistics Canada. This does not constitute an endorsement by Statistics Canada of this product. Statistics Canada is the owner and steward of the data used in this report, and access to the data is regulated by the 1985 Statistics Act. To access the data, researchers must become deemed employees of Statistics Canada and sign a research contract. Members of post-secondary institutions such as faculty, students, or staff may apply for data access to Statistics Canada microdata through the Research Data Centre program using the Microdata Access Portal (https://www.statcan.gc.ca/en/microdata/data-centres/access).
DOI: 10.5683/sp3/egmmle
title: Data and codes from: Species divergence under competition and shared predation

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;&lt;span lang="EN-US"&gt;Species competing for resources also commonly share predators. While competition often drives divergence between species, effects of shared predation are less understood. Theoretically, competing prey species could either diverge or evolve in the same direction under shared predation depending on the strength and symmetry of their interactions. We took an empirical approach to this question, comparing antipredator and trophic phenotypes between sympatric and allopatric populations of threespine stickleback and prickly sculpin fish that all live in the presence of a trout predator. We found divergence in antipredator traits between the species: in sympatry, antipredator adaptations were relatively increased in stickleback but decreased in sculpin. Shifts in feeding morphology, diet and habitat use were also divergent but driven primarily by stickleback evolution. Our results suggest that asymmetric ecological character displacement indirectly made stickleback more and sculpin less vulnerable to shared predation, driving divergence of antipredator traits between sympatric species.&lt;/span&gt;&lt;/p&gt;
description: &lt;b&gt;Usage notes&lt;/b&gt;&lt;br /&gt;&lt;p&gt;This repository contains the data and R-codes used for Roesti et al. ("Species divergence under competition and shared predation", Ecology Letters). Details can be found in the accompanying README file and in the Methods section of the publication. If you are using any of these data or codes, please cite Roesti et al. and this repository.&lt;/p&gt;
description: <b>Dryad version number:</b> 6
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> https://datadryad.org/stash/share/eWrRTs0V_leWwoXdeFXf4Bo5e8FTUF3VuYxJe3tEM0Q
<b>Storage size:</b> 1094238
<b>Visibility:</b> public