cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/h97yrl
title: Replication Data for: Crystal Growth of α-AgSbS₂ and its Preliminary Characterization for Radiation Detector Applications

description: α-AgSbS₂ materials have shown excellent photosensitivty in early studies, but the crystal growth and electrical properties were not reported. We report the single crystal growth of α-AgSbS₂, its photoresponse characterizations, and alpha particle radiation detection capability. UV-Vis, XRD, I-V, photoresonse, and alpha particle response data are shared here.
DOI: 10.5683/sp3/vfjip9
title: Replication Data and Code for: Employment Protection, Temporary and Permanent Employment Share, and Procyclicality of Labor Productivity

description: The data and programs replicate tables and figures from "Employment Protection, Temporary and Permanent Employment Share, and Procyclicality of Labor Productivity", by Chen, Lai, and Lai. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/gud8dv
title: Replication Data and Code for: Evaluating the relationship between income, survival and loss of autonomy among older Canadians

description: The data and programs replicate tables and figures from "Evaluating the relationship between income, survival and loss of autonomy among older Canadians", by Connolly, Leroux and Konou. Please see the ReadMe file for additional details.
description: STATA
DOI: 10.5683/sp3/l2bvir
title: Replication Data and Code for: Economic integration and diffusion of regulatory standards: Evidence from trade networks

description: The data and programs replicate tables and figures from "Economic integration and diffusion of regulatory standards: Evidence from trade networks," by H. Rocha and Thakur. Please see the ReadMe file for additional details.
DOI: 10.15468/dl.s3j6kx
title: Occurrence Download

description: A dataset containing 3428 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fejervarya kawamurai"
 ]
}

 The dataset includes 3428 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046910-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/n1quh9
title: Deciphering Petrogenetic Histories of Polymict Regolith Breccias from the Moon, Mars, and 4 Vesta - Sariçiçek Data Archive

description: Collection of research observations and data discussed in thesis "Deciphering Petrogenetic Histories of Polymict Regolith Breccias from the Moon, Mars, and 4 Vesta". Datasets include SEM images, thin section microscopic images, EDS maps, EPMA maps and composition tables, and Raman spectra images acquired from the Vestan meteorite Sariçiçek.
DOI: 10.5683/sp3/jagxqx
title: Law Journal Open Access Policies

description: The data collected represents an environmental survey of academic law journal open access publishing policies. Journal selection is based on publishing practices among law faculty members from six research universities across Canada. Publication data is based on records from Web of Science (WoS) and OpenAlex, open access policy data was primarily collected manually from publisher websites.
DOI: 10.5683/sp3/wfnvz6
title: Ottawa Police Service’s Traffic Stop Race Data Collection Project

description: &lt;p&gt;The Traffic Stop Race Data Collection Project (TSRDCP) required Ottawa police officers to record their perception of the driver’s race, by observation only, for traffic (motor vehicle) stops over a two-year period from June 27, 2013 to June 26, 2015. A total of 81,902 records of traffic stops were examined.&lt;/p&gt;

&lt;p&gt;The TSRDCP is the result of a settlement agreement between the Ottawa Police Services Board and the Ontario Human Rights Commission (OHRC). This data was originally released in this form on the Ottawa Police web site, which is now only accessible through the Internet Archive.&lt;/p&gt;
description: This dataset was downloaded from Ottawa Police Services Traffic Stop Race Data Collection Project TSRDCP (via Internet Archive) and is provided as is.
DOI: 10.5683/sp3/gfvihl
title: Census of Population, 2021 [Canada]: Special Interest Profiles
title: Recensement de la population de 2021 [Canada], Profils d'intérêts spéciaux

description: The Special Interest Profiles present data for specific census topics and population groups according to selected demographic, cultural, and socio-economic characteristics. These detailed 'profile-type' tables expand the analytical depth of basic census information. This product presents 2021 Census of Population characteristic data for nine separate profiles of interest, including:
&lt;ul&gt;
&lt;li&gt;age&lt;/li&gt;
&lt;li&gt;ethnic origin&lt;/li&gt;
&lt;li&gt;first official language&lt;/li&gt;
&lt;li&gt;immigration&lt;/li&gt;
&lt;li&gt;income distribution by income source&lt;/li&gt;
&lt;li&gt;mother tongue&lt;/li&gt;
&lt;li&gt;poverty, COVID-19 benefits, high income&lt;/li&gt;
&lt;li&gt;religion&lt;/li&gt;
&lt;li&gt;visible minority&lt;/li&gt;
&lt;/ul&gt;
description: Census of Population
description: The datasets are large and may require special consideration during processing in order to successfully make use of them.
DOI: 10.21227/3ev5-gr68
title: "RGB + Depth + Point Cloud + Labels Cracks"

description: "This study constructs a multimodal dataset for crack perception, where an Intel RealSense L515 LiDAR sensor is used to synchronously acquire RGB images, depth information, and three-dimensional point cloud data in three representative scenarios, namely concrete cracks on building fa\u00e7ades, surrounding-rock cracks in underground coal mine roadways, and pavement cracks. After extrinsic and intrinsic calibration, the point clouds are accurately projected onto two-dimensional planes with the same resolution as the RGB images to generate geometrically aligned auxiliary channels, thereby enabling the joint representation of texture and geometric cues. Each sample in the dataset contains registered RGB images, depth maps, and point cloud data together with pixel-level crack annotations and JSON metadata, covering diverse material types, illumination conditions, surface contamination, and occlusion patterns. In total, the dataset comprises 2,858 samples across the three scenarios and provides a unified and realistic benchmark for the training, validation, and cross-scene generalization evaluation of multimodal crack segmentation networks."
DOI: 10.5683/sp3/bcqwor
title: Exemples et exercices pratiques

description: Exemples et exercices
description: Les exemples et exercices sont présentées dans le chapitre 8 de l'ouvrage La science des données administratives canadiennes, cité ici.
DOI: 10.5683/sp3/bmaj3l
title: Search strategy for neuropsychological and behavioral profile associated with myotonic dystrophy

description: Ce jeu de données contient des stratégies de recherche pour Medline with Full Text (EBSCOhost), Academic Search Complete (EBSCOHost), CINAHL Plus with Full Text (EBSCOHost), Scopus et PsycInfo (APA PsycNet). Les concepts recherchés sont neuropsychologie (ou comportement) et dystrophie myotonique. Le nombre de résultats et les stratégies de recherche pour chaque base de données sont indiqués dans le fichier rtf. La date indiquée dans cette description est la date à laquelle la recherche a été effectuée. (2024-07-10)
DOI: 10.5683/sp3/kbkva4
title: Open data for evaluating the 2023 Wiley-CRKN read and publish agreement

description: This dataset includes bibliometric and article processing charge data for Wiley-published articles and reviews from 2019 through 2023. The dataset was created by merging OpenAlex data (filtered by institution) with an open APC dataset from Butler et al. (2024). It was developed as a means of evaluating the value of the 2023 Wiley-CRKN read and publish agreement at an institutional level and can support decision making related to collections development and scholarly communications in this area.
DOI: 10.5683/sp3/otwn94
title: Norway’s Network Media Economy: Growth, Concentration and Upheaval, 2018-2022

description: This report presents the preliminary findings for Norway as part of the Global Media and Internet Concentration Project (GMICP). Covering the years 2018 to 2022, the report examines media and internet market trends with a focus on concentration and revenue developments across various communication and media sectors. Its scope extends beyond traditional media to include newer, converging domains of IT, telecommunications, and digital media. While not all service segments are represented due to data limitations, selected areas were included for cross-national comparison. Although not among the largest economic sectors, the communications and media industry is vital to public discourse and democratic infrastructure. The report underscores the importance of understanding market structures, ownership patterns, and revenue flows to assess the shifting dynamics and power within the networked media landscape.
DOI: 10.5683/sp3/sd4ssj
title: It’s not black and white: Perspectives of Western Canadian beef farmers on dairy-beef production.

description: This dataset contains the supplementary materials of the study: "It’s not black and white: Perspectives of Western Canadian beef farmers on dairy-beef production."

Abstract: Non-replacement dairy calves (i.e., male calves and females not needed for milking herd replacement) can face multiple welfare challenges due to their lower economic value in the dairy and beef industries. Incorporating beef genetics into dairy herd breeding programs has become common on dairy farms to produce ‘beef-on-dairy’ calves that are better suited for beef production than pure dairy breed animals. This practice results in increased revenue from non-replacement dairy calves for dairy farmers, but little is known about the impact of dairy-beef production on beef farmers. This study aimed to investigate the attitudes of Canadian beef farmers toward dairy-beef production, with a focus on how beef-on-dairy breeding strategies by dairy may affect the beef industry. We conducted semi-structured interviews with 20 beef farmers in Western Canada, exploring their awareness, attitudes, and recommendations for the management of dairy-beef calves. Participants (11 male, 9 female) were recruited using snowball sampling and interviewed following a semi-structured interview guide. The audio-recorded interviews (averaging 44±15 min in duration) were transcribed verbatim and analyzed using inductive thematic analysis, resulting in three main themes: 1) the dairy and beef relationship, 2) attitudes to beef-on-dairy animals, and 3) a shared future. In the first theme, participants discussed the relationship between the dairy and beef industries, highlighting differences in Canadian market structures (dairy as supply-managed vs. beef as an open market), farming practices (beef farming as more extensive vs. dairy as more intensive) and public perceptions of the two systems. In the second theme, participants showed mixed attitudes toward dairy-beef production and discussed their views about beef-on-dairy calves compared to purebred dairy calves, the management practices used to raise them, and the potential impacts of dairy-beef production on the beef industry. In the third theme, participants reflected on the future of dairy-beef production, discussing who should be involved in shaping the future of this practice. Participants showed mixed feelings towards the use of beef genetics in dairy herds, with some perceiving this as an opportunity for the beef industry to meet consumer demand and others expressing concern about the over-saturation of the beef market and possible threats to traditional ways of rearing beef. Our study enhances the understanding of the relationship between the dairy and beef industries in Western Canada and suggests the need for communication and collaboration among producers and others in the supply chain.
DOI: 10.5683/sp3/nxxjp5
title: Supplemental data for: Transcriptomic and physiological responses to abiotic stressors in rainbow trout (Oncorhynchus mykiss)

description: This dataset corresponds to the PhD thesis of Leah Turner. The overall goal of this thesis is to better understand the physiological processes underlying the responses and tolerance of rainbow trout to abiotic stressors such as temperature and hypoxia, since these stressors can have negative outcomes for fish on individual, population, and species levels. The transcriptomic responses to thermal stress after two hours (abrupt), 17 hours (acute) and nine weeks (chronic) of exposure, and similarly the response to hypoxia on an abrupt time scale were assessed. This dataset contains information on differently expressed genes (DEG) and associated Ingenuity Pathway Analysis (IPA), gene ontology (GO), and Reactome pathway information obtained from the results of the above experiments.
DOI: 10.5683/sp3/rwz3sk
title: Dataset for Proof-of-concept evaluation at Cox’s Bazar of the Safe Water Optimization Tool: Water quality modelling for safe water supply in humanitarian emergencies

description: This dataset contains water quality data from tapstands and households, as well as household water handling practices data, from Camp 1 of the Kutupalong-Balukhali refugee settlement in Cox’s Bazar, Bangladesh, collected between July to December 2019.
DOI: 10.5683/sp3/068g7p
title: Replication Data for: Boucher et al. 2025. Silviculture shapes the spatial distribution of wildlife in managed landscapes. Landscape Ecology

description: Supporting data collected from Prince George and Kamloops, British Columbia, Canada in 2022-2023. 

Camera traps (Reconyx™ HyperFire 2 Covert IR remote cameras; Holmen, WI, USA) were deployed in a stratified random design. We initially selected 50 sites per array. While 50 cameras were deployed in Prince George South (PGS), only 39 were deployed in Bonaparte. Stratification was conducted by dividing the landscape into 1-km grid cells, and stratifying using quantiles of proportions of cutblock age classes in each cell - new (0 – 8 years since harvest), regenerating (9 – 24 years), and older (25 – 40 years). Cameras were deployed at least 2-km apart from each other, typically facing north at a height of ~1.5 meters on a tree facing a game trail. We applied commercial scent lure at each camera site. Cameras were programmed with the following: 1 photo per trigger, high sensitivity, no delay in quiet period, and timelapse photo at 12:00pm daily. 

2. Methods for processing the data: 
The methods for processing data are fully detailed in R code scripts.

3. Instrument- or software-specific information needed to interpret the data: 

R statistical software https://www.r-project.org/.
DOI: 10.5683/sp3/vpbcy6
title: Data for A Scoping Review Protocol on Childhood Immunization Reminder Strategies Available to Parents in Canada and the United States of America.

description: The scoping review protocol was developed to determine the reminder strategies available to parents in Canada and the United States of America. The protocol provides the search strategy used in the scoping review. The search strategy has been added to enhance accessibility to the public.
DOI: 10.5683/sp3/alxcyb
title: Hoi1 targets the yeast BLTP2 protein to ER-PM contact sites to regulate lipid homeostasis

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Membrane contact sites between organelles are important for maintaining cellular lipid homeostasis. Members of the recently identified family of bridge-like lipid transfer proteins (BLTPs) span opposing membranes at these contact sites to enable the rapid transfer of bulk lipids between organelles. While the VPS13 and ATG2 family members use organelle-specific adaptors for membrane targeting, the mechanisms that regulate other bridge-like transporters remain unknown. Here, we identify the conserved protein Ybl086c, which we name Hoi1 (Hob interactor 1), as an adaptor that targets the yeast BLTP2-like proteins Fmp27/Hob1 and Hob2 to ER-PM contact sites. Two separate Hoi1 domains interface with alpha-helical projections that decorate the central hydrophobic channel on Fmp27, and loss of these interactions disrupts cellular sterol homeostasis. The mutant phenotypes of BLTP2 and HOI1 orthologs indicate these proteins act in a shared pathway in worms and flies. Together, this suggests that Hoi1-mediated recruitment of BLTP2-like proteins represents an evolutionarily conserved mechanism for regulating lipid transport at membrane contact sites.&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.wdbrv160w
<b>Storage size:</b> 4416
<b>Visibility:</b> public
DOI: 10.5683/sp3/h3mrfe
title: :unav

description: :unav
DOI: 10.5683/sp3/soe0nm
title: Replication Data and Code for: Traditional Indigenous foodways and retail subsidies: Evidence from the Northwest Territories Community Survey and Nutrition North Canada

description: The data and programs replicate tables and figures from "Traditional Indigenous foodways and retail subsidies: Evidence from the Northwest Territories Community Survey and Nutrition North Canada", by Georgiev and Li. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/qnedhu
title: Decolonizing Educational Environments: An Analysis of Experiences Shared by Educators in The National Capital Region

description: Five volunteer teacher participants from Ottawa, Ontario, met over zoom individually and answered five guiding questions about decolonizing their personal educational environment. The participants self identified as white/Caucasian, Canadian born, between the ages of 22 and 65, and teaching in an intermediate-senior educational environment. Three participants were men and three were women. Four participants worked at either the Catholic school board (OCSB) or the Public School Board (OCDSB) and one worked for a private school that was OSSD accredited. Participants were recruited through bilingual digital outreach through Meta Business with specific parameters set. Using a qualitative, narrative-based methodology the interview transcripts were collected for analysis through Zoom live translation. Thematic coding was applied by hand to the transcripts to identify recurring patterns in the decolonization process.
description: Qualtrics, 2024
description: Meta Business, 2024
description: Zoom, 2024
DOI: 10.5683/sp3/lbhcai
title: Cabinet Committee Data for "Gender and the collegial face of executive politics: Priorities, presence, and power"

description: This dataset provides the data, data dictionary, and R code for the article "Gender and the collegial face of cabinet government: explaining collective priorities, presence and power in formal structures", published in Governance by Nicholas Allen, Kenny William Ie and Nora Siklodi. See data dictionary and readme.txt file for additional information about reading and using these data. 

Our article examines gendered patterns in the organization and composition of collegial executive institutions below the level of the cabinet, drawing on an original dataset of ministerial cabinet committees since the 1990s.
DOI: 10.5683/sp3/ixnjy8
title: Data for the manuscript "Tracking road salt contamination through community monitoring: annual surface water chloride trends in streams of a major urban area, the Vancouver Lower Mainland, BC, Canada"

description: This dataset includes all raw data and code for the manuscript Tracking road salt contamination through community monitoring: annual surface water chloride trends in streams of a major urban area, the Vancouver Lower Mainland, BC, Canada
DOI: 10.5683/sp3/jqqw04
title: Replication Data for: Evaluating Hysteresis Patterns in Sap Flow of a Red Pine Forest Subjected to Different Variable Retention Harvesting Treatments

description: This dataset contains the replication data for the paper "Evaluating Hysteresis Patterns in Sap Flow of a Red Pine Forest Subjected to Different Variable Retention Harvesting Treatments" in Journal of Geophysical Research - Biogeosciences. It includes data files for all the figures and tables in this paper, along with programming scripts and a README file.
description: The manuscript currently does not have a journal identifier, which will be provided upon its acceptance for publication.
DOI: 10.15468/dl.pp8xh7
title: Occurrence Download

description: A dataset containing 4046 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 7.06261529509837",
 "DecimalLongitude is less than 7.06567484828276",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 4046 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046911-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/un0fhr
title: Replication Data for: Timing and Nature of Mafic Magmatism and Iron-Alkali-Calcic Metasomatism at Clarke Head, Nova Scotia

description: Dataset containing mineral and whole rock analyses from rocks at Clarke Head, Nova Scotia obtained from the Scanning Electron Microscope (SEM), micro-X-Ray Fluorescence (µ-XRF) spectrometer, and Laser Ablation Inductively Coupled Plasma Mass Spectrometer (LA-ICP-MS).
DOI: 10.15482/usda.adc/25371154
title: Data from: Predicted range expansion of the larger grain borer, <i>Prostephanus truncatus </i>(Coleoptera: Bostrichidae), under projected climate change scenarios

description: The larger grain borer (<i>Prostephanus truncatus</i> [Horn] [Coleoptera: Bostrichidae]) is a wood-boring insect native to Central America but has adapted to stored maize and cassava. It was accidentally introduced to Tanzania and became a pest across central Africa. Unlike many grain pests, <i>P. truncatus </i>populations can establish and move within forested habitats. Consequently, novel infestations can occur without human influence. The objectives of our study were to (1) develop an updated current suitability projection for <i>P. truncatus</i> (2) assess its potential future distribution under different climate change scenarios, and (3) identify climate variables that best inform the model. We used WALLACE and MaxEnt to predict potential global distribution by incorporating bioclimatic variables and occurrence records. Future models were projected to 2050 and 2070 with Representative Concentration Pathways (RCP) 2.6 (low warming) and 8.5 (high warming). Distribution was most limited by high precipitation and cold temperatures. Globally, highly suitable areas (&gt;75%) primarily occurred along coastal and equatorial regions with novel areas in northern South America, India, southeastern Asia, Indonesia, and the Philippines, totaling 7% under current conditions. Highly suitable areas at RCP 2.6 and 8.5 are estimated to increase to 12 and 15%, respectively, by 2050 and increase to 19% in 2070 under RCP 8.5. Centroids of highly suitable areas show the distribution centers move more inshore and away from the equator. Notably, the result is a range expansion, not shift. These results can be used to decrease biosecurity risks through more spatially explicit and timely surveillance programs for targeting the exclusion of this pest.