cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/chuejm
title: Offres d'emploi et compétences du milieu de l'assurance
title: FIJO : a French Insurance Job Offers

description: Ce jeu de données a été recueilli dans le cadre du projet multidisciplinaire &lt;i&gt;Femmes face aux défis de la transformation numérique : une étude de cas dans le secteur des assurances&lt;/i&gt; de l’Université Laval, financé par le Centre des compétences futures. Il regroupe des offres d’emploi, en français, de compagnies d’assurance canadiennes entre 2009 et 2020.
DOI: 10.5683/sp3/meboj9
title: CERME12-TWG14 - Hitier - Figure 1

description: Tableaux article CERME12
DOI: 10.5683/sp3/iy78vb
title: CERME12-TWG14 - Hitier - Figure 2

description: Paper CERME12-TWG14 - Figure 2
DOI: 10.5683/sp3/pdkdw3
title: A Comparison of Brain-State Dynamics across Common Anesthetic Agents in Male Sprague-Dawley Rats

description: Anesthesia is a powerful tool in neuroscientific research, especially in sleep research where it has the experimental advantage of allowing surgical interventions that are ethically problematic in natural sleep. Yet, while it is well documented that different anesthetic agents produce a variety of brain states, and consequently have differential effects on a multitude of neurophysiological factors, these outcomes vary based on dosages, the animal species used, and the pharmacological mechanisms specific to each anesthetic agent. Thus, our aim was to conduct a controlled comparison of spontaneous electrophysiological dynamics at a surgical plane of anesthesia under six common research anesthetics using a ubiquitous animal model, the Sprague-Dawley rat. From this direct comparison, we also evaluated which anesthetic agents may serve as pharmacological proxies for the electrophysiological features and dynamics of unconscious states such as sleep and coma. We found that at a surgical plane, pentobarbital, isoflurane and propofol all produced a continuous pattern of burst-suppression activity, which is a neurophysiological state characteristically observed during coma. In contrast, ketamine-xylazine produced synchronized, slow-oscillatory activity, similar to that observed during slow-wave sleep. Notably, both urethane and chloral hydrate produced the spontaneous, cyclical alternations between forebrain activation (REM-like) and deactivation (non-REM-like) that are similar to those observed during natural sleep. Thus, the choice of anesthesia, in conjunction with continuous brain state monitoring, are critical considerations in order to avoid brain-state confounds when conducting neurophysiological experiments.
DOI: 10.5683/sp3/et2x9d
title: Replication Data for: Social media usage and the differences between different demographics

description: Survey data collected in Canada, 2019. n = 1539. Using, Age, Facebook use and meme understanding to determine differences between demographics in relation to Instagram use
DOI: 10.5683/sp3/iudggi
title: Replication Data for: Education, political ideology, and city size as predictors of feminist self-identification

description: Survey data was collected in 2019 in Canada (n=1,539). The impact of education level, political ideology, and city size on feminist self-identification.
DOI: 10.5683/sp3/k9sb8x
title: Données de réplication pour : Providing Community Services for Persons with Disabilities during the COVID-19 Pandemic: A Scoping Review

description: Research strategy applied for this scoping review
DOI: 10.5683/sp3/mhnhbv
title: Replication Data for: Seeing Misinformation and Trust, Political Ideology and Facebook Use

description: Survey data collected in 2019 in Canada (n=1539). Seeing misinformation online, trust in federal government, political ideology and Facebook use.
DOI: 10.5683/sp3/whxjy9
title: Replication Data for: Environmental concern within Canada

description: Canadian survey data (n+1,539) collected in 2019 by Shelly Boulianne. Political ideology, knowledge of corporate environmental practices, education. All in relation to environmental concern.
DOI: 10.5683/sp3/8z7eny
title: Replication Data for: Environmental boycotting in Canada

description: Survey data collected in 2019 in Canada (n=1,539). Boycotting for environmental reasons, trust in corporations, efficacy of consumption patterns, and knowledge of environmental practices.
DOI: 10.5683/sp3/pdlufz
title: Replication Data for Social Media Activity and Political Efficacy as Predictors of Voting

description: 2019 survey data collected in Canada (n=1539). Reading and sharing/posting political information on social media, political efficacy, voting history.
DOI: 10.5683/sp3/m329hx
title: Molecular and Physiological Mechanisms Underpinning the Changes in Plant Growth and Development in Arabidopsis thaliana Exposed to Low Red:Far-Red Light as a Competition Cue

description: &lt;p&gt;The main objective of this research was to further understand the molecular and physiological mechanisms underpinning the response to resource-independent weed competition from light detection to altered plant growth. This research provides important insights into the biological function of singlet oxygen in Arabidopsis under resource-independent weed competition.&lt;/p&gt;&lt;p&gt;This dataset contains the thesis abstract, materials and methods, and data from the PhD research conducted by Nicole Berardi.&lt;/p&gt;
description: SAS, 9.4
description: The original Microsoft Excel workbook (BerardiN_PhDData) is presented in full and as individual Comma Values Separated spreadsheets for long-term access and preservation purposes.
DOI: 10.5683/sp3/kgt8ne
title: Skin ionocyte density of amphibious killifishes is shaped by phenotypic plasticity and constitutive interspecific differences

description: The purpose of this study was to test two hypotheses. The first, that the skin ionocyte density of amphibious fishes is constitutively different from that of exclusively water-breathing species in order to promote ionoregulation via the skin in terrestrial environments. The second, that in amphibious species air-exposure will plastically alter skin ionocyte density to promote ionoregulation via the skin in terrestrial environments. To test these hypotheses we examined the skin of fishes spanning a range of amphibiousness.
DOI: 10.5683/sp3/x1bcwx
title: Data for Oil Sands Monitoring - Terrestrial Mammals - 2021 - Landscape Unit 2

description: Data on boreal mammal communities from Alberta, Canada, conducted for the joint Federal-Provincial Oil Sands Monitoring program (Terrestrial Biological Monitoring group). The data describes the sampling locations of remote infrared camera arrays, the locations of those arrays, the mammal data collected from the cameras, and the landscapes surrounding those arrays.
description: An updated version of this data with landscape unit 3 (the other area sampled during the same time period) is available at Data for Oil Sands Monitoring - Terrestrial Mammals - 2021–2022 https://doi.org/10.5683/SP3/AIIA9G
DOI: 10.5683/sp3/pt0sf3
title: Multi-modal Sensor Data Resource of Canadian Critical Electrical Infrastructure

description: We collect a unique data resource from multiple sensor modalities for the purpose of training and evaluating algorithms for monitoring electrical critical infrastructure within the Canadian environment. Two different sensor modes were considered for inclusion in the data resource: colour images and 3D Light Detection And Ranging (LiDAR) sensors. This research examined these different sensors for their potential use in monitoring electrical critical infrastructure, such as poles, high-tension wires, and transformers. A multimodal data acquisition system was assembled using commercially available sensors. The acquisition system was deployed on a ground vehicle in the National Capital Region to collect multimodal data of power critical infrastructure along Canadian road corridors. Data was collected and registered in both time and space in order to enable multi-sensor fusion.
Data Description:
A total of 1.77 GB of data captured from total of 440 scenes, for each scenes we included images, Segmentation label and LiDAR data.The image data was annotated for semantic segmentation with five different classes.
We have 440 scenes and for each of scene we have following data:
|___Image
|___Labels
| |__NPY
| |__PNG
|____LiDAR
DOI: 10.15468/dl.rncmne
title: Occurrence Download

description: A dataset containing 13101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-254200.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus arctos",
 "Year 2020-2025"
 ]
}

 The dataset includes 13101 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046593-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/mfqh1w
title: Data for Oil Sands Monitoring - Terrestrial Mammals - 2021 - Landscape Unit 3

description: Data on boreal mammal communities from Alberta, Canada, conducted for the joint Federal-Provincial Oil Sands Monitoring program (Terrestrial Biological Monitoring group). These data are from Landscape Unit 3. The data describes the sampling locations of remote infrared camera arrays, the locations of those arrays, the mammal data collected from the cameras, and the landscapes surrounding those arrays.
description: Oil Sands Monitoring - Terrestrial Biological Monitoring - Mammals
description: An updated version of this data with landscape unit 2 (the other area sampled during the same time period) is available at Data for Oil Sands Monitoring - Terrestrial Mammals - 2021–2022 https://doi.org/10.5683/SP3/AIIA9G
DOI: 10.5683/sp3/7eqn2s
title: River export in the Eastern James Bay [2018-2019]
title: Exportation fluviale dans l’Est de la Baie-James [2018-2019]

description: This dataset contains physico-chemical water parameters as well as watershed-scale properties of several rivers flowing into the coast along the Eastern James Bay region of northern Québec. We performed water sampling in the river’s subsurface in different sections, river mouth, half-way, upstream, once during five consecutive seasons, from July 2018 to August 2019.
Data presented here is in the scope of the multidisciplinary project "The Coastal Habitat Comprehensive Research Project - Eeyou Istchee". Field operations were carried out with full consent from local land users, in collaboration with local communities and with the engagement of the Niskamoon Corporation of the Cree Grand Council.
description: Abbreviations: Campaign (field work); River (where the data was collected); Sampling_Date; Season (climatic season); Latitude_N (north) and Longitude_W (west - both in Decimal degrees); Sampling_method (describes how sites were accessed); Location (along the river length); mean_watershed_Slope_degrees; Watershed_area_Km Soil_Ocstock_depth 0-30cm_t_ha-1 and Clay _content_0-5 cm_g_kg-1 (from www.soilgrids.org); Percentage of watershed area cover by different land uses (LandUse 10 Canada): %Unclass_vegetation (unclassified), %Settlement; %Road; %Water (surface water); %Forest; %Forested_wetland %Trees %Treed_wetland %Cropland %Grassland %Wetland %Wetland_Shrub %Wetland_Herb %Other; Atm_Pressure (mmHg); Temp_water_degreesCelsius (temperature water in situ); DO_mg_L (dissolved oxygen); pH; Cond_uS_cm-1 (water electrical conductivity); TN_mg_L-1 (total nitrogen); TP_ug_L-1 (total phosphorus); DOC_mg_L-1 (dissolved organic carbon); POM_PIM_mh_L-1 (the sum of particulate organic carbon and particulate inorganic carbon); Color_Abs_440_nm_m-1 (coloured dissolved organic matter (m-1) as absorbance at 440nm).
DOI: 10.5683/sp3/q8rjcl
title: CardioCogNIRS - Prefrontal hyperactivation during dual-task walking related to apathy symptoms in older individuals

description: Dataset from the CardioCogNIRS project to replicate the study entitled "Prefrontal hyperactivation during dual-task walking related to apathy symptoms in older individuals"
DOI: 10.5683/sp3/eswwf6
title: ITU World Telecommunication/ICT Indicators database

description: &lt;p&gt;The World Telecommunication/ICT Indicators Database contains time series data for the years 1960, 1965, 1970 and annually from 1975 to 2020 for more than 180 telecommunication/ICT statistics covering fixed-telephone networks, mobile-cellular telephone subscriptions, quality of service, Internet (including fixed- and mobile-broadband subscription data), traffic, staff, prices, revenue, investment and statistics on ICT access and use by households and individuals. Selected demographic, macroeconomic and broadcasting statistics are also included.&lt;/p&gt;
 
&lt;p&gt;Data are available for over 200 economies. However, it should be noted that since ITU relies primarily on official economy data, availability of data for the different indicators and years varies. Notes explaining data exceptions are also included. The data are collected from an annual questionnaire sent to official economy contacts, usually the regulatory authority or the ministry in charge of telecommunication and ICT. Additional data are obtained from reports provided by telecommunication ministries, regulators and operators and from ITU staff reports. In some cases, estimates are made by ITU staff; these are noted in the database.&lt;/p&gt;
description: This data requires a specific program to access, which is available at MDL via designated computers. Please contact MDL for access information. (mdl@library.utoronto.ca)
DOI: 10.5683/sp3/hncdbw
title: Elections in western Europe since 1815: electoral results by constituencies.

description: &lt;p&gt;The collection of electoral results at the level of single constituencies for 18 Western European countries developed jointly with the comparative research on the formation processes of national electorates and party systems in Europe carried out in the framework of a Ph.D. dissertation written at the European University Institute of Florence (see Chapter 3 of the handbook in Part I 'Elections in Comparison').&lt;/p&gt;
description: The Societies of Europe ; historical data handbook series, edited by P. Flora, F. Kraus, F. Rothenbacher
description: Data have been collected mainly from official sources. In many cases, especially for the earlier periods, only secondary sources were available. The list of sources contains both types of sources for each country. (https://mdl.library.utoronto.ca/sites/default/public/mdldata/restricted/international/ewes1815/cdrom/fra_sta.htm)

 104 data files (number of logical records varies) & accompanying documentation
DOI: 10.5683/sp3/dpqywc
title: Smart Discharges Uganda Caregiver Counselling Video Series - English Version

description: &lt;strong&gt;Objective(s):&lt;/strong&gt; Smart Discharges is a digital health program that uses individual-level risk prediction and intervention to increase effective health seeking behavior, improve health outcomes, and reduce mortality during the post-discharge period. Health workers aim to mitigate risk by educating caregivers on post-discharge care practices and by scheduling follow-up visits for at-risk children in their communities. &lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Data Description:&lt;/strong&gt; This dataset features a 7-part caregiver counselling video series tailored to the Ugandan context. It includes an introductory video and seven videos focusing on essential post-discharge care practices: &lt;br /&gt;
&lt;br /&gt;1) Hygiene&lt;br /&gt;
2) Nutrition&lt;br /&gt;
3) Breastfeeding&lt;br /&gt;
4) Care Seeking&lt;br /&gt;
5) Mosquito Net Use&lt;br /&gt;
6) Medications&lt;br /&gt;
7) Immunizations&lt;br /&gt;

&lt;br /&gt;Videos are available in English and local Ugandan languages of Acholi, Luganda, Lusoga, and Runyankole. This dataset contains the &lt;strong&gt; English&lt;/strong&gt; version. &lt;br /&gt;
 
&lt;br /&gt;&lt;strong&gt;Limitations:&lt;/strong&gt; Videos were designed for the Ugandan context and may not be generalizable to other settings. &lt;br /&gt;
&lt;br /&gt;&lt;strong&gt;Abbreviations:&lt;/strong&gt; Village Health Teams (VHT) (i.e. local term for Community Health Worker (CHW))&lt;br /&gt;
&lt;br /&gt;&lt;strong&gt;Ethics Declaration:&lt;/strong&gt; NA&lt;br /&gt;
&lt;br /&gt;&lt;strong&gt;Funding Source(s):&lt;/strong&gt; BC Children's Hospital Foundation; Grand Challenges Canada; Mining4Life; Thrasher Research Fund;&lt;br /&gt;
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/ulewn6
title: Predicting Forage Availability from Open Source LiDAR Data

description: Livestock forage availability is an important factor when allocating land for grazing animals. Due to the variation in British Columbia’s topography and plant communities, rangeland management faces unique challenges with natural resource operations and rural development. The goal of this study was to create a predictive model of forage availability using light detection and ranging (LiDAR) data from the Open LiDAR Data Portal and biometric ground truthing data from the Vegetation Resource Index. LiDAR point cloud was filtered to &lt; 2m returns to capture understory vegetation prior to modeling. The predicative model created from single linear regression using the lidar metric pzabovezmean produced an insignificant result (R2 0.11, p-value 0.08). Random forest model with the inclusion of topographic variables derived from digital elevation model could not produce a better result than the single linear regression (R2 0.01, p-value 0.76). Possible sources of errors in the model and data acquisition are explored to justify the insignificant results. Recommendations are made for increasing understory point density using alternative LiDAR acquisition methods and employing vertical stratum sampling for understory ground truthing data. Height entropy of returns (Zentropy) metric shows potential in estimation of forage biomass but further research is recommended to validate this hypothesis.
DOI: 10.5683/sp3/kxyksf
title: 2016 Bois-des-Bel Hydrophysical Properties

description: 2 fields at the restored Bois-des-Bel peatland in Québec were compressed in January 2016 using a John Deere 6430 series tractor to increase water retention. This study compared the compressed moss hydrophysical properties to uncompressed and natural mosses to determine the effects.
DOI: 10.5683/sp3/yocdkb
title: Replication Data and Code for: Foreign market conditions and export performance: does ‘crowdedness’ reduce exports?

description: The data and programs replicate tables and figures from "Foreign market conditions and export performance: does ‘crowdedness’ reduce exports?", by Breinlich and Tucci. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/beit12
title: Replication Data and Code for: Dynamic gravity: endogenous country size and asset accumulation

description: The data and programs replicate tables and figures from "Dynamic gravity: endogenous country size and asset accumulation", by Olivero and Yotov. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/nqdtu7
title: Replication Data and Code for: Does foreign aid really raise per capita income? A time series perspective

description: The data and programs replicate tables and figures from "Does foreign aid really raise per capita income? A time series perspective", by Nowak-Lehmann, Dreher, Herzer, Klasen and Martinez-Zarzoso. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/irnm7l
title: Development, validation and adoption of a clinical ethics framework.

description: Les données quantitatives et qualitatives déposées dans Dataverse proviennent d’une enquête menée auprès du personnel d’un centre de réadaptation en déficience intellectuelle. La recherche visait à a) valider le contenu d’un nouveau cadre de référence en éthique clinique auprès des futurs utilisateurs et b) étudier son processus d'adoption en termes d'avantages, de comptabilité et de complexité.
DOI: 10.5683/sp3/rfsfcq
title: Replication Data and Code for: Intra-firm trade, exporting, importing, and firm performance

description: The data and programs replicate tables and figures from "Intra-firm trade, exporting, importing, and firm performance", by Haller. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/nvhon9
title: Alberta municipal survey of renewable energy intentions

description: This dataset involves a province-wide survey of municipal decision-makers to understand and conceptualize motivations, opportunities, and barriers to developing municipal renewable energy projects. The survey collected 101 complete responses from 74 municipalities, out of 338 municipalities in the province. The survey was conducted in the Fall of 2019 and received research ethics approval through the University of Alberta - “Identifying the Opportunities and Barriers to Municipal Renewable Energy Generation”, ID: Pro00086482.
DOI: 10.5683/sp3/ucxfxu
title: Replication Data and Code for: The extent of the market and stages of agricultural specialization

description: The data and programs replicate tables and figures from "The extent of the market and stages of agricultural specialization", by Emran and Shilpi. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/bt9uo3
title: Predicting Frost-Prone and Cold Air Accumulation Sites from DEMs

description: Increased deforestation in British Columbia from logging practices and wildfires has led to interests from the BC Ministry of Forests, Lands, Natural Resource Operations, and Rural Development to improve reforestation efforts province-wide. Modelling cold air and frost in BC has limited research prior to this project, and unexpected frost events in Spring and Autumn can have fatal effects to young, newly-planted trees in areas where frost develops on the landscape. The frost project is part of the greater Predictive Ecosystem Mapping project for BC on behalf of the ministry, and will contribute to improved land management practices. A site near Smithers, BC was selected for the study due to its complex landscape and high number of annual frost events. Through the use of various topographical, ecological, vegetation, and climate datasets, a reproduceable code has been developed to predict the site’s frost potential. Important spatial information including slope, curvature, and surface roughness were derived from a digital elevation model, and combined with data for the biogeoclimatic ecosystem classification zones, old growth forests, and annual precipitation for the study area. Each dataset in the model was reclassified into a binary raster, based factors contributing to frost potential, and then combined into a single frost-prone dataset. The final results provided excellent insight into how frost may develop on the landscape, and achieved an overall accuracy of 73% when tested against ground-truthing data. The results and easily-reproducible code written for this analysis can help better-inform reforestation efforts in British Columbia, and with further data acquisition of additional variables, as well as more ground-truthing data, the study can be expanded to predict frost potential for all of British Columbia.
DOI: 10.5683/sp3/syae1v
title: Replication Data and Code for: Post-secondary attendance by parental income in the U.S. and Canada: Do financial aid policies explain the differences?

description: The data and programs replicate tables and figures from "Post-secondary attendance by parental income in the U.S. and Canada: Do financial aid policies explain the differences?", by Belley, Frenette, and Lochner. Please see the ReadMe file for additional details.