cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/9oqjoc
title: Manitoba Longitudinal Study of Young Adults [Canada]

description: &lt;p&gt;The Manitoba Longitudinal Study of Young Adults (MLSYA) was a five-year longitudinal study conducted by Liquor and Gaming Authority of Manitoba (LGA), formerly the Manitoba Gaming Control Commission (MGCC); the Addictions Foundation of Manitoba; and the former Manitoba Lotteries Corporation. The study followed a sample of Manitobans between the ages of 18 and 20 from 2007 and 2011. The aim of the study was to develop a better understanding of protective facts that promote responsible gambling and risk factors for gambling-related harms. In addition to gambling-specific data, the MLSYA study includes:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Psychosocial indicators&lt;/li&gt;
&lt;li&gt;Demographic characteristics&lt;/li&gt;
&lt;li&gt;Measures of alcohol and drug use among participants&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;The final sample for all waves of data included 516 participants. Participants were on average 18.9 years of age at recruitment and 22.2 years of age at study completion. LGA commissioned Prairie Research Associates Inc. to recruit participants and collect data for the MLSYA. While the sample is not truly random, it is reasonably representative of the Manitoba population, other than an overrepresentation of participants living in Winnipeg. Participants were recruited through various methods. This included random-digit dialing, onsite casino recruitment, and advertisements at post-secondary institutions and VLT lounges. At each subsequent wave, past participants were contacted and asked to take part in the next wave of the study. Wave 1 data was collected between November 2007 and October 2002. Wave 2 data was collected between December 2008 and December 2009. Wave 3 data was collected between May and December 2010. Wave 4 data was collected between May and December 2011.&lt;/p&gt;
&lt;p&gt;Additional information on sampling, retention, study variables, and survey questionnaires can be found in the accompanying summary report and codebook.&lt;/p&gt;
DOI: 10.5683/sp3/kn76ui
title: UNI·CEN Documentation Report 5: Federal Electoral District Digitization Project

description: The Unified Infrastructure for Canadian Census Research, or UNI·CEN, is a comprehensive database of historical and contemporary Canadian aggregate Census data, digital boundary files, and ancillary material, all provided in modern data formats. The goal of the project is to liberate Canadian Census data so that it can be easily used by academic researchers, students, and the public. 
&lt;br&gt;&lt;br&gt;
The documentation describes the processes used to digitize historical Federal Electoral District Boundaries.
&lt;br&gt;&lt;br&gt;
Citation: Taylor, Zack and Christopher Macdonald Hewitt. 2022. "UNI·CEN Documentation Report 5: Federal Electoral District Digitization Project.” London, Canada: Network for Economic and Social Trends, Western University.
DOI: 10.5683/sp3/9m0ouc
title: Replication Data and Code for: The Impact of Foreign Direct Investment on Innovation at Domestic Firms: Evidence from the Deregulation of Foreign Investment in China

description: The data and programs replicate tables and figures from "The Impact of Foreign Direct Investment on Innovation at Domestic Firms: Evidence from the Deregulation of Foreign Investment in China", by Liu and Wang. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/znjcbk
title: Données pour la thèse "UTILISATION DE L’ADN MITOCHONDRIAL ENVIRONNEMENTAL POUR IDENTIFIER LES SOURCES DE CONTAMINATIONS FÉCALES DANS LES EAUX DE SURFACE AU QUÉBEC"

description: L’eau douce est vitale, rare et précieuse, puisqu’elle représente seulement 3% des ressources en eau disponibles sur Terre. Pourtant, la qualité de cette ressource est altérée consécutivement à son utilisation inefficace pour répondre à nos besoins. Parmi les pollutions de l’eau, les contaminations fécales constituent une problématique majeure qui affecte les piliers économiques, sociaux, sanitaires et environnementaux de la gouvernance des activités humaines. Ces pollutions fécales ont des origines diverses, diffuses et délicates à contrôler, telles qu’urbaines (eaux usées domestiques), agricoles (effluents, élevages, épandages) ou provenant de la faune sauvage. Si aujourd’hui nous sommes en mesure d’évaluer la qualité de l’eau par l’utilisation de normes reposant sur des indicateurs microbiologiques de contamination fécale (FIB), nous ne disposons pas d’outils pour en identifier les sources. Dans le cadre de cette thèse, nous proposions d’utiliser l’ADN mitochondrial (mtDNA) pour tracer les sources de contaminations fécales dans l’environnement hydrique, en se basant sur sa spécificité rigoureuse à son hôte et son abondance dans les fèces. Ainsi, l’hypothèse générale de recherche était qu’en optimisant les volets caractéristiques d’un bon traceur de contamination fécale, le mtDNA permettrait une gestion efficace de la qualité de l’eau en identifiant précisément le(s) espèce(s) à l’origine de la pollution. Les objectifs visaient à approfondir les notions sur la persistance environnementale du mtDNA, le développement d’une méthode visant à cribler l’ensemble des espèces hôtes pouvant être à l’origine d’une pollution fécale, et la pertinence réglementaire du mtDNA vis-à-vis des FIB. Tout d’abord, ces travaux ont permis d’identifier des variables environnementales covariant avec les dynamiques de dégradation du mtDNA dans l’eau, et de constater que ce dernier persistait moins longtemps que les FIB à température ambiante. Dans un second temps, l’utilisation du mtDNA a été optimisée avec succès dans une démarche de séquençage métagénomique de l’ARNr 16S, visant à cribler et identifier les homéothermes dans l’eau (mammifères et oiseaux), susceptibles d’être à l’origine d’une contamination fécale. Enfin, les FIB et les paramètres généraux de la qualité de l’eau covariaient significativement avec l’abondance relative de certaines espèces e.g. humains, bovins, canard colvert et poules domestiques. A l’issue de ce projet de recherche, nous avons constaté que l’approche métagénomique du mtDNA était pertinente pour le suivi des contaminations fécales. Néanmoins, la gestion des flux de pollutions fécales serait bien plus complexe qu’escomptée en raison de ses propriétés diffuses.
description: Thèse par articles; le titre des chapitres correspond aux articles mentionnés précédemment.
DOI: 10.5683/sp3/mpd2h2
title: ACE-FTS Version 3.6 UTLS Climatologies - water vapour & ozone

description: Zonal-mean ozone and water vapour climatologies generated from the Atmospheric Chemistry Experiment - Fourier Transform Spectrometer (ACE-FTS) version 3.6 data products. These climatologies are presented in tropopause-relative potential temperature and equivalent latitude coordinates, with the former taken in reference to the 2 PVU dynamical tropopause. The technique used in their generation is described in Jeffery et al. (2022).

For each species, one netCDF file is produced for each month, season (3-month), and year, as well as for the multiyear average of each of these. Each file contains the zonal mean, median, standard deviation, median average deviation, maximum, minimum, and number of measurements for each grid cell in the climatology. Additionally, the mean latitude, longitude, local solar time, and tropopause height of each grid cell is included. 

Version 1.0 of the climatologies covers the period June 2004 to May 2018, and are the replication data for Jeffery et al. (2022).
DOI: 10.5683/sp3/umzh4v
title: Fraud Exploitation
title: Exploitation of Securities Fraud Victims in Canada

description: The purpose of this dataset is to build machine learning classifiers to predict exploitation of securities fraud victims in Canada. The dataset consists of numeric, float, and categorical variables. The dataset also consist of features related to victims’ demographics, financial profile, and investments.
This work was done with funding from a SSHRC Insight Development Grant
description: Data is coded from hard copy cases retrieved from the Investment Industry Regulatory Organization of Canada’s website
description: Excel
DOI: 10.5683/sp3/sjjacl
title: Métadonnées bibliographiques des thèses et mémoires du dépôt institutionnel de l'Université de Montréal [Canada]
title: Bibliographic metadata of theses and dissertations in the Université de Montréal Institutional Repository [Canada]

description: [FR] Cet ensemble comprend les métadonnées bibliographiques saisies pour les thèses et mémoires diffusées sur le dépôt institutionnel de l'Université de Montréal (https://papyrus.bib.umontreal.ca) au 1er septembre 2023.
description: [EN] This set includes bibliographic metadata captured for theses and dissertations posted on the Université de Montréal Institutional Repository (https://papyrus.bib.umontreal.ca) as of September 1, 2023.
description: PostgreSQL
DOI: 10.6084/m9.figshare.30655814
title: Data

description: Transcriptomic Profiling Reveals Key Molecular Events and Pathways Driving Acquired Chemotherapy Resistance in Relapsed Acute Myeloid Leukemia
DOI: 10.6084/m9.figshare.30655814.v1
title: Data

description: Transcriptomic Profiling Reveals Key Molecular Events and Pathways Driving Acquired Chemotherapy Resistance in Relapsed Acute Myeloid Leukemia
DOI: 10.5683/sp3/oysfzp
title: Effects of temperature on monarch caterpillar pigment variation in nature

description: &lt;p&gt;&lt;strong&gt;Abstract&lt;/strong&gt;&lt;/p&gt;
&lt;ol type="1"&gt;
&lt;li&gt;&lt;p&gt;Insect colour patterns serve a wide range of ecological functions and the biotic and abiotic factors mediating colour variation in nature have been well characterized.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;However, the majority of studies in this field have focused on adult insects (particularly butterflies). Almost nothing is known about the factors that mediate intraspecific colour variation in juveniles in nature, even though they are often as conspicuously coloured as their adult counterparts.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Here we show that temperature predicts a small but significant amount of monarch (Danaus plexippus) caterpillar pigment variation in nature. Over a 650,000 km2 region in Canada and the USA, caterpillars found in warmer locations or lower latitudes had thinner black stripes than those found in colder locations or higher latitudes. Caterpillars have also become less black over the last five years, a result consistent with observed short-term increases in summer temperature in this region.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Our study demonstrates that the relationship between temperature and monarch caterpillar pigmentation seen in laboratory settings is also apparent in nature, although with considerable variation. Our study also highlights the utility of online biodiversity repositories such as iNaturalist for characterizing colour variation in nature.&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;
DOI: 10.5683/sp3/c8hgru
title: Simultaneously-collected Multimodal Mannequin Lying Pose (SMaL)

description: Simultaneously Collected Multimodal Mannequin Lying Pose (SMaL) dataset is an infant pose dataset based on a posable mannequin. The SMaL dataset contains a set of 300 unique poses under three cover conditions using three sensor modalities: color imaging, depth sensing, and pressure sensing. It represents the first multimodal dataset for infant pose estimation and the first dataset to explore under the cover pose estimation for infants.
description: The dataset, contained in SMaL-224 folder, is split into five folds of 60 poses. Three folds were used for training, one as validation and one for testing. For each training and testing round, there is a folder containing the relevant train, validation and testing images. Each folder contains 5 files: 1) uncovered.npy, cover1.npy,cover2.npy: These are numpy arrays with shape n x 224 x 224 x 2. The first dimension represents the number of pose samples. The last dimension is the channels with depth being the first and pressure being the second. The images are 224 x 224 in size. Each file contains the corresponding cover condition, with cover1 being the thin cover and cover2 being the thick. 2) joints.npy: This is a numpy array with shape n x 14 x 2. The first dimension represents the number of pose samples. The second represents the joint in this order: "R_Ankle", "R_Knee", "R_Hip", "L_Hip", "L_Knee", "L_Ankle", "R_Wrist", "R_Elbow", "R_Shoulder", "L_Shoulder","L_Elbow", "L_Wrist", "Thorax", "Head" The last dimension is for the x,y coordinate. These are normalized locations from 0-1. 3) labels.npy: this is a numpy array with shape n x 1. This is the label for each pose type (supine, left side, right side).


For convenience, the folder SMaL-All contains all the 300 poses saved together. This data also includes the corresponding color imagery aligned to the other modalities. For each modality there is dictionary with the keys as the cover condition and the values as an array containing the 300 images. The ground truth joints and the label for each pose type is also saved.
DOI: 10.5683/sp3/lz8azu
title: Lake Snow depth observations derived from Ground Penetrating Radar for four lakes near Yellowknife, Northwest Territories

description: This dataset contains snow depth data for Finger Lake, Long Lake, Vee Lake and Landing Lake, just north of Yellowknife, NT. Data includes derived snow depths from Ground-Penetrating Radar Two-Way Travel Times collected using a 1000 MHz sensor paired with the IceMap GPR system from sensors & software. Data was collected in December, 2021, and March, 2022, with data collected twice on one lake. The data is in .CSV file format for each lake. Snow depths derived using Kovacs et al. (1995) method. Interpolated snow depth maps in GeoTIFF format are also included for each lake. These were created using inverse distance weighting of the GPR-derived snow depths.
description: MATLAB
description: ReSEC Research Group Data
description: Data collection per lake is as follows:

 Finger Lake - 2021-12-09
 Long Lake - 2021-12-12
 Vee Lake - 2021-12-14
 Landing Lake - 2021-12-07 and 2022-03-27
DOI: 10.5683/sp3/3om7qo
title: So you want to publish your data, now what? BOREALIS (Dataverse)!

description: Slide deck and accompanying worksheet for a session presented at the Compute Ontario Summer School 2022. This session aimed to help attendees understand their data workflow, the importance of documenting it, and the FAIR principles for curating data with a view toward sharing it with others. The worksheet pertains to a case study of a bilingual historian who uses transcription from 19th c general store notebooks into excel sheets, and how she has published these tabular data and textual hybrids in Dataverse.
DOI: 10.5683/sp3/tayp6v
title: Data: fruit size of Indomalayan plants

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Community trait assembly, the formation of distributions of phenotypic characteristics across coexisting species, can occur via two main processes: the filtering of trait distributions in the regional pool and in situ phenotypic evolution in local communities. But the relative importance of these processes remains unclear, largely because of the difficulty in determining the timing of evolutionary trait changes and biogeographic dispersal events in phylogenies. We assessed evolutionary and biogeographic transitions in woody plant species across the Indo-Malay Archipelago, a series of island groups where the same plant lineages interact with different seed disperser and seed predator assemblages. Fruit size in 2650 taxa spanning the angiosperm tree-of-life tended to be smaller in the Sulawesi and Maluku island groups, where frugivores are less diverse and smaller-bodied, than in the regional source pool. While numerous plant lineages (not just small-fruited ones) reached the isolated islands, colonists tended to be the smaller-fruited members of each clade. Nearly all evolutionary transitions to smaller fruit size predated, often substantially, organismal dispersal to the islands. Our results suggest that filtering rather than within-island evolution largely determined the distribution of fruit sizes in these regions.&lt;/p&gt;
description: <b>Dryad version number:</b> 4
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> https://datadryad.org/stash/share/L0WS74oR9DyK8O-Xlokl42T8FhaWbKn4vZLFEvhZIGk
<b>Storage size:</b> 1684758
<b>Visibility:</b> public
DOI: 10.5683/sp3/9ygbag
title: ACE-FTS v4.2 UTLS Climatologies - water vapour & ozone

description: Zonal-mean ozone and water vapour climatologies generated from the Atmospheric Chemistry Experiment - Fourier Transform Spectrometer (ACE-FTS) version 4.1/4.2 data products. These climatologies are presented in tropopause-relative potential temperature and equivalent latitude coordinates, with the former taken in reference to the 2 PVU dynamical tropopause. The technique used in their generation is described in Jeffery et al. (2022).
 
For each species, one netCDF file is produced for each month, season (3-month), and year, as well as for the multiyear average of each of these. Each file contains the zonal mean, median, standard deviation, median average deviation, maximum, minimum, and number of measurements for each grid cell in the climatology. Additionally, the mean latitude, longitude, local solar time, and tropopause height of each grid cell is included. 

Version 1.0 of the climatologies covers the period June 2004 to May 2018, and are the replication data for Jeffery et al. (2022).
DOI: 10.5683/sp3/woebtw
title: Ogilvie Grain Elevator -- Wrentham -- Laser Scanning -- 2022

description: This is a data set that contains forty-one (41) scans of the Ogilvie Grain Elevator, Wrentham. All data was collected by the Capture2Preserv team between the 22nd and 23rd of August 2022. The Z+F 501X and the GeoSLAM ZEB Horizon laser scanners were both used to collected data of the elevator. The Z+F 5010X scanner was sued to collect sixteen (16) interior scans and twenty-three (23) exterior scans, which were registered in Z+F Laser Control and further processed in Autodesk ReCap Pro. Two GeoSLAM ZEB Horizon scans were created, which were registered and processed in GeoSlam Connect.
description: Laser Control, 8.9.0
description: AutoDesk ReCap Pro, 23.0
description: Cloud Compare, 2.9.1
description: GeoSLAM Connect, 2.1.1
description: Published under the Creatives Common License CC BY-NC 4.0.
DOI: 10.5683/sp3/ivpmyl
title: ACE-MAESTRO Version 31 UTLS Climatologies - water vapour

description: Zonal-mean water vapour climatologies generated from the Atmospheric Chemistry Experiment - Measurement of Aerosol Extinction in the Stratosphere and Troposphere Retrieved by Occultation (MAESTRO) version 31 data products. These climatologies are presented in tropopause-relative potential temperature and equivalent latitude coordinates, with the former taken in reference to the 2 PVU dynamical tropopause. The technique used in their generation is described in Jeffery et al. (2022). 

One netCDF file is produced for each month, season (3-month), and year, as well as for the multiyear average of each of these. Each file contains the zonal mean, median, standard deviation, median average deviation, maximum, minimum, and number of measurements for each grid cell in the climatology. Additionally, the mean latitude, longitude, local solar time, and tropopause height of each grid cell is included. 

Version 1.0 of the climatologies covers the period June 2004 to May 2018, and are the replication data for Jeffery et al. (2022).
DOI: 10.5683/sp3/ttcfov
title: ACE-MAESTRO Version 3.13 UTLS Climatologies - ozone

description: Zonal-mean ozone vapour climatologies generated from the Atmospheric Chemistry Experiment - Measurement of Aerosol Extinction in the Stratosphere and Troposphere Retrieved by Occultation (MAESTRO) version 3.13 data products. These climatologies are presented in tropopause-relative potential temperature and equivalent latitude coordinates, with the former taken in reference to the 2 PVU dynamical tropopause. The technique used in their generation is described in Jeffery et al. (2022). 

One netCDF file is produced for each month, season (3-month), and year, as well as for the multiyear average of each of these. Each file contains the zonal mean, median, standard deviation, median average deviation, maximum, minimum, and number of measurements for each grid cell in the climatology. Additionally, the mean latitude, longitude, local solar time, and tropopause height of each grid cell is included. 

Version 1.0 of the climatologies covers the period June 2004 to May 2018, and are the replication data for Jeffery et al. (2022).
DOI: 10.5683/sp3/dwnvge
title: Odin-OSIRIS Version 5.10 UTLS Climatologies - ozone

description: Zonal-mean ozone climatologies generated from the Odin - Optical Spectrograph and InfraRed Imaging System (OSIRIS) version 5.10 data products. These climatologies are presented in tropopause-relative potential temperature and equivalent latitude coordinates, with the former taken in reference to the 2 PVU dynamical tropopause. The technique used in their generation is described in Jeffery et al. (2022). 

One netCDF file is produced for each month, season (3-month), and year, as well as for the multiyear average of each of these. Each file contains the zonal mean, median, standard deviation, median average deviation, maximum, minimum, and number of measurements for each grid cell in the climatology. Additionally, the mean latitude, longitude, local solar time, and tropopause height of each grid cell is included. 

Version 1.0 of the climatologies covers the period June 2004 to May 2018, and are the replication data for Jeffery et al. (2022).
DOI: 10.5683/sp3/uufuhe
title: CMAM39-SD Subsampled-Model UTLS Climatologies

description: Zonal-mean ozone and water vapour climatologies generated from the 39-year specified dynamics run of the Canadian Middle Atmosphere Model (CMAM39-SD) subsampled to the times and locations of measurements in the Atmospheric Chemistry Experiment - Fourier Transform Spectrometer (ACE-FTS) version 3.6 and version 4.1/4.2, Atmospheric Chemistry Experiment - Measurement of Aerosol Extinction in the Stratosphere and Troposphere Retrieved by Occultation (MAESTRO) version 3.13 (ozone only) and version 31 (water vapour only), and Odin - Optical Spectrograph and InfraRed Imaging System (OSIRIS) version 5.10 (ozone only) data products. These climatologies are presented in tropopause-relative potential temperature and equivalent latitude coordinates, with the former taken in reference to the 2 PVU dynamical tropopause. The technique used in their generation is described in Jeffery et al. (2022). 

For each species and instrument combination, one netCDF file is produced for each month, season (3-month), and year, as well as for the multiyear average of each of these. Each file contains the zonal mean, median, standard deviation, median average deviation, maximum, minimum, and number of measurements for each grid cell in the climatology. Additionally, the mean latitude, longitude, local solar time, and tropopause height of each grid cell is included. 

Version 1.0 of the climatologies covers the period June 2004 to May 2018, and are the replication data for Jeffery et al. (2022).
DOI: 10.5683/sp3/m9m6vy
title: Replication Data for "Neutral Buoyancy and the Static Perception of Upright"

description: This file has the Perceptual Upright angles (degrees) over the experimental conditions for each of the 10 participants.