cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/drqbuy
title: Performance evaluation of portable dual-spot micro-aethalometers for source identification of Black Carbon aerosols: Application to wildfire smoke and traffic emissions in the Pacific Northwest

description: &lt;p&gt;This data has been collected and studied to understand the performance of the micro-aethalometer model MA300. Mirco-aethalometers are portable instruments for measuring Black Carbon (BC) mass concentrations. These instruments are facilitated to measure light absorption in multiple wavelengths, which can be utilized to perform source identification of BC. Through a long-term field deployment of three units of MA300s, we aimed to collect BC data at a traffic junction, covering sources from Traffic emissions. The data collection period overlapped with the Wildfire smoke-affected days in the Summer of 2020. All three MA300 units were operated inside Metro Vancouver&apos;s monitoring station at Clark Drive, Vancouver.&lt;/p&gt;
DOI: 10.5683/sp3/30uthh
title: Strutt House (2022)

description: This is a dataset of information compiled fin 2022 of the Strutt House's roof.
DOI: 10.5683/sp3/xwurlu
title: Search strategies for "Structural Interventions to Reduce Harms & Promote the Capabilities of Girls Experiencing Multiple Complexities: A Scoping Review"

description: Search strategies for all database searches to accompany the review titled "Structural Interventions to Reduce Harms & Promote the Capabilities of Girls Experiencing Multiple Complexities: A Scoping Review". Child and Youth Services Review, 157, 107436. https://doi.org/10.1016/j.childyouth.2024.107436
DOI: 10.5683/sp3/fkurvq
title: Replication Data and Code for: Who wins and who loses from state subsidies?

description: The data and programs replicate tables and figures from "Who wins and who loses from state subsidies?", by Du, Girma, Görg, and Stepanok. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/phwsvm
title: "Put the fucking salary in the job ad!" Twitter Post Data

description: @lis_grievances 5 year tweet archives. Covers the period of February 26, 2016 to February 27, 2021. Project homepage: https://lisgrievances.com

Featured in:

“Put the Fucking Salary in the Job Ad”: An Analysis of an Anonymous Corpus of Tweets
by Tim Ribaric (ORCID ID: 0000-0001-9229-8569)

Preprint:

http://hdl.handle.net/10464/16867

Found in:

Libraries as Dysfunctional Organizations and Workplaces. (ISBN: 9781003159155)


DOI:
10.4324/9781003159155-8

This is an enriched export of the Twitter archive (https://help.twitter.com/en/managing-your-account/how-to-download-your-twitter-archive) of @lis_grievances with derived columns of extra data.
Data is anonymized.
description: Columns in the data:

id
favorite_count
retweet_count
created_at
full_text
entities.hashtags
entities.symbols
entities.user_mentions
entities.urls
possibly_sensitive
entities.media
full_text_norm
vscore_pos
vscore_neg
vscore_neu
vscore_compound
swears
engaged
total_engagement
hashtags
questions
media
fav_quant
g_index
DOI: 10.5683/sp3/jfxxeu
title: Replication Data and Code for: Carbon tax pass-through in Canadian retail gasoline markets

description: The data and programs replicate tables and figures from "Carbon tax pass-through in Canadian retail gasoline markets", by Erutku and Hildebrand. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/uponus
title: Replication data for "A roadmap to robust Discriminant Analysis of Principal Components (DAPC)"

description: Data and R code to generate Fig. 1.
description: The Web of Science reverse citation search for the original publications of programs that perform clustering analyses was done on the 9th of Sept. 2022.
DOI: 10.5683/sp3/ckh7wh
title: Data on carbon, nitrogen, and phosphorus forms in a north temperate river, Rivière du Nord [Québec, Canada, 2017-2019]
title: Données sur les formes de carbone, d'azote et de phosphore dans une rivière tempérée nordique, Rivière-du-Nord [Québec, Canada, 2017-2019]

description: The Rivière du Nord was sampled at 13 sites along its mainstem once per season from summer 2017 to winter 2020. Sites are numbered by river kilometer (RKm) with the outlet being RKm 0. The dataset includes concentrations (ug/L or mg/L as noted) of total organic carbon, dissolved organic carbon, particulate organic carbon, total nitrogen, total dissolved nitrogen, nitrate, ammonium, dissolved organic nitrogen, total phosphorus, total dissolved phosphorus and particulate phosphorus. It also includes fluorescence metrics derived from PARAFAC EEMs: fluorescence intensities (in Raman units) of 5 dissolved organic matter components (C1-C5), and 5 indices (SUVA-254, CDOM, FI, b:a, HIX). We sampled an additional 12 sites to act as endmembers (5 mainly forested sites, 5 mainly agricultural sites, and 2 wastewater treatment plant measures). 

Data were used to calculate C:N:P stoichiometry in the paper "Different forms of carbon, nitrogen, and phosphorus influence ecosystem stoichiometry in a north temperate river across seasons and land uses" (https://doi.org/10.1002/lno.11960).

Data were used to quantify changes in organic matter composition in the paper "Contrasting seasons and land uses alter riverine dissolved organic matter composition" (https://doi.org/10.1007/s10533-022-00979-9).
description: The file contains the following variables and units of measurement: 
Site as River Kilometer, Latitude, Longitude, Year, Month, Day, Season, TN (ug/L), TDN (ug/L), NO3- (ug/L), NH4+ (ug/L), DON (ug/L), TP (ug/L), TDP (ug/L), TPP (ug/L), TOC (mg/L), DOC (mg/L), POC (mg/L), C1-C5 (Raman units), Total fluorescence (RU), SUVA254 (m^-1), CDOM (L mg C^-1 m^-1), Fluorescence index, Freshness index, Humification index.
DOI: 10.5683/sp3/dcol7i
title: Ogilvie Grain Elevator -- Wrentham -- Laser Scanning -- Metadata -- 2022

description: This data set is the metadata for the 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: Published under the Creatives Common License CC BY-NC 4.0.
DOI: 10.5683/sp3/qqdno4
title: Ogilvie Grain Elevator -- Wrentham -- UAV Photogrammetry -- 3D Point Cloud -- 2022

description: This dataset contains one (1) point cloud file created from 302 images collected by the Capture2Preserv team with the Mavic Mini 3 Pro. The images were processed in Pix4D and exported in E57 format and converted into a las format with Cloud Compare.
description: Pix4D, 4.7.5
description: Published under the Creatives Common License CC BY-NC 4.0.
DOI: 10.5683/sp3/0fnndc
title: Ogilvie Grain Elevator -- Wrentham -- UAV Photogrammetry -- Orthomosaic -- 2022

description: This dataset contains the three (3) files (.prj, .wtif, .tif) that create the orthomosaic captured by the Capture2Preserv team with the Mavic Mini 3 Pro. Three hundred and two (302) images were collected from 22nd-23rd August 2022 and processed in Pix4D Mapper V.4.7.5.
description: [ENTER: ], [ENTER: ]
description: Published under the Creatives Common License CC BY-NC 4.0.
DOI: 10.5683/sp3/uvlm1x
title: Ogilvie Grain Elevator -- Wrentham -- UAV Photogrammetry -- Metadata -- 2022

description: This data set contains the metadata for the files created from the UAV photogrammetry collected by the Capture2Preserv team, August 2022, with the Mavic Mini 3 Pro.
description: Published under the Creatives Common License CC BY-NC 4.0.
DOI: 10.5683/sp3/ikgb6e
title: Long-term monitoring of macroalgal biodiversity in Stanley Park, Vancouver, British Columbia

description: &lt;p&gt;The sampling was started by Varoon P. Supratya and Siobhan Schenk.&lt;/p&gt;
&lt;p&gt;Starting in September 2025, Evan Kohn, who has been very involved with the transects since 2023, is now co-leading the project.&lt;/p&gt;
Macroalgae are marine foundation species in intertidal ecosystems, but
data regarding their historical abundance, diversity, and phenology
remains lacking in many regions, including British Columbia.&lt;/p&gt;
&lt;p&gt;This absence of historical baselines may hinder assessments of how
macroalgae are affected by anthropogenic stressors, such as extreme
weather events (e.g., 2021 heat dome) or invasive species. Obtaining
baseline data may be especially important for urban intertidal zones,
where the impact of increasing anthropogenic stressors is
underappreciated.&lt;/p&gt;
&lt;p&gt;To fill this data gap, they started a collaborative long-term survey
in 2021 to document year-round macroalgal biodiversity in a highly
biodiverse urban intertidal zone around the Girl in a Wetsuit Statue in
Stanley Park, Vancouver, British Columbia, Canada (49.30275394688415, -123.12643462372476).&lt;/p&gt;

For easy data visualization, the &lt;a href = "https://siobhanschenk.shinyapps.io/seaweed_transects_gw/", target="_blank"&gt;Shiny app linked here &lt;/a&gt; may be useful, but we strongly recommend doing your own data analysis. Please cite the Borealis dataset and/or the associated publication, not the Shiny app.
description: Dr. B. Clarkston for her invaluable help to identify macroalgae and suggestions on how to improve the study and data usability. 

Volunteers who donated their time to help us collect these data. In particular: A. Choinski, A. Jackman, A. Palacios, A. Simon, B. Clarkston, C. Wardrop, E. Evans,
E. Jourdain, E. Menchions, E. Kohn, E. Porcher, G. Ainsworth-Cruickshank, N. Salland, MJ. Herrin, P. Lund, P. Schenk, R. Burns, R. Perovich, R. Ogushi, V. Billy
DOI: 10.5683/sp3/imyncl
title: PTEXL - Geothermobarometry of Mantle Rocks

description: An Excel spreadsheet for geothermobarometry of mantle rocks (peridotites, eclogites, pyroxenites) and inclusions in diamond
description: The May 2025 update fixes errors in the geotherm projection part of the previous version of the spreadsheet
DOI: 10.5683/sp3/lfj5nz
title: Data for the paper entitled "Metabolic rate and critical thermal maximum CTmax estimates for Westslope Cutthroat Trout, Oncorhynchus clarkii lewisi"

description: This dataset includes measured metabolic rates and aerobic scopes of adult native Westslope Cutthroat Trout and non-native Rainbow Trout and the critical thermal maximum of adult Westslope Cutthroat Trout. The results will inform and parametrize models used in the recovery planning of Westslope Cutthroat Trout.
DOI: 10.5683/sp3/zetwny
title: Replication Data for: Applying multi-omics data to study the genetic background of bovine respiratory disease infection in feedlot crossbred cattle

description: Abstract:
Bovine respiratory disease (BRD) is the most common and costly infectious disease affecting the well-being and productivity of beef cattle in North America. BRD is a complex disease whose development is dependent on environmental factors and host genetics. Due to the polymicrobial nature of BRD, our understanding of the genetic and molecular mechanisms underlying the disease is still limited. This knowledge would augment the development of better genetic/genomic selection strategies and more accurate diagnostic tools to reduce BRD prevalence. Therefore, this study aimed to utilize multi-omics data (genomics, transcriptomics, and metabolomics) analyses to study differences in BRD infection in feedlots.
A total of 143 cattle (80 BRD; 63 non-BRD animals) were used in this study. Firstly, a genome-wide association study (GWAS) was performed for BRD susceptibility using 207,038 SNPs. Two SNPs (Chr5:25858264 and BovineHD1800016801) were significantly (P-value &lt; 1×10-5) associated with BRD susceptibility. Secondly, differential gene expression between BRD and non-BRD animals was studied. At the significance threshold used (log2FC &gt; 2, logCPM &gt; 2, and FDR &lt; 0.01), 101 differentially expressed (DE) genes were associated with BRD infection. These DE genes significantly (P-value &lt; 0.05) enriched several immune responses related functions such as inflammatory response. Additionally, we performed expression quantitative trait loci (eQTL) analysis and identified 420 cis-eQTLs and 144 trans-eQTLs significantly (FDR &lt; 0.05) associated with the expression of the DE genes. Interestingly, the eQTL results indicated the most significant SNP (Chr5:25858264) identified via GWAS was a cis-eQTL for the DE gene GPR84. This analysis also demonstrated that an important SNP (rs209419196) located in the promoter region of the DE gene BPI significantly influenced the expression of this gene. Finally, the abundance of 35 metabolites was significantly (FDR &lt; 0.05) different between BRD and non-BRD animals, and 10 metabolites were positively or negatively correlated with DE genes, which shed light on the interactions between immune response and metabolism.
This study identified associations between genome, transcriptome, metabolome, and BRD phenotype of feedlot crossbred cattle. The findings may be useful for the development of genomic selection strategies for BRD susceptibility, and for the development of new diagnostic and therapeutic tools.
DOI: 10.5683/sp3/ey9paj
title: Outdoor Walking Dataset

description: This dataset contains biomechanical data from subjects walking outdoors in Kingston, Ontario during the summer and winter while wearing an Xsens Link IMU suit and Moticon OpenGo insoles.
DOI: 10.5683/sp3/utvilu
title: Pompe à chaleur géothermique pour les communautés du Nunavik - Modèles TRNSYS

description: Modèles numériques réalisés sous TRNSYS 17 et données d'entrées, utilisés pour l'écriture du mémoire "Conception, dimensionnement et fonctionnement d’une pompe à chaleur géothermique à assistance solaire pour les communautés nordiques du Nunavik". Mémoire de maîtrise réalisé à l'Université Laval sous la direction des professeurs Louis Gosselin et Jasmin Raymond. ATTENTION : les modèles proposés ne peuvent être ouverts qu'avec TRNSYS 18.
DOI: 10.5683/sp3/mncmil
title: Giving-up Densities of Meadow Voles Published in Ecosphere

description: Contains giving-up densities of meadow voles in "Morris, D. W. 2022. Sex-dependent habitat selection modulates risk management by meadow voles."
description: Data include quadrant used for the experiment = "QUAD", the "Treatment" (Food without straw cover = "Food No Cover"; No food with straw cover = "No Food Cover"; Food with straw cover = "Food & Cover"; No food or straw cover = "Control"), and paired giving-up densities under safe (plywood covered = "GUC" [GUD Under Cover]) and risky (clear polycarbonate covered = "GIO" [GUD In Open]) for 8 time periods.
DOI: 10.5683/sp3/30i4cz
title: Experimental data: Zooplankton community responses to multiple stressors and the influence of stressor timing

description: These data were collected for a mesocosm experiment aimed to study the interactive effects of elevated salinity and heatwave on freshwater zooplankton communities and the influence of timing on stressors' interaction. Please read the 'Related Publication' for details of the experiment. Results presented in the manuscript were obtained by analyzing the data using R.
DOI: 10.5683/sp3/1bbfce
title: Transcriptomic responses in human intestinal cells (Caco-2, HIEC-6) exposed to dietary nanoparticles

description: Use of nanoparticles (NPs) in the food industry raises health concerns particularly in the gastrointestinal system. Assessing dietary NPs remains challenged due the vast number of products and the resource-intensive nature of traditional toxicity testing. Recent advancements in high-throughput transcriptomics, coupled with benchmark dose (BMD) analysis are poised to modernize chemical safety assessments. The objective of this study was to derive transcriptomic point of departure (tPOD) values for common dietary NPs through dose-response analysis of 3’ RNA-sequencing data. Two intestinal cell lines (Caco-2, HIEC-6) were exposed to 9 forms of Ag, SiO2, and TiO2 (including Food Grade and Non-Food Grade particles, as well as Nanoparticles and Microparticles), and expression of L1000 landmark genes was characterized using the QIAseq UPX 3’ targeted RNA panel kit catalog number 333041 / CSHS-10608Z-990. Each transcript in each well of the RT plate was labeled with a unique molecular index (UMI) for each cDNA molecule, and samples in a given microplate well were labeled with a cell ID. Library quality control assays were performed with the seven prepared libraries and subsequently sequenced on an Illumina NextSeq500. This dataset provides the gene expression values for this study after they were demultiplexed according to the various indexes used (i.e., cell ID and UMI) by the GeneGlobe analysis hub (https://geneglobe.qiagen.com/) to yield UMI count matrices. These RNAseq data are in one spreadsheet. The data were next analyzed for transcriptomics points of departure using www.FastBMD.ca, and these data are provided in a separate zip file (1 file per chemical tested)
description: There are two files uploaded.
#1 - All RNAseq data are in one spreadsheet with 4 tabs (Xu et al. RNASeq Data))
#2 - The data were next analyzed for transcriptomics points of departure using www.FastBMD.ca, and these data are provided as 8 spreadsheet files.
DOI: 10.5683/sp3/lvnlxb
title: Community-level impacts of the coronavirus pandemic on malaria prevention and health-seeking behaviours in rural Benin

description: This dataset was used to assess the impact of COVID-19 on community-level malaria prevention and health-seeking practices by evaluating factors influencing COVID-19 knowledge, the impact of COVID-19 on LLIN usage and access, and avoidance of healthcare centres because of the pandemic through a community-based cross-sectional survey.
DOI: 10.5683/sp3/z8rbon
title: Replication Code for: Site-specific cancer incidence by race and immigration status in Canada 2006-2015: a population-based data linkage study

description: The files included here are SAS code provided as documentation for reproducibility of results in the study titled: "Site-specific cancer incidence by race and immigration status in Canada 2006-2015: a population-based data linkage study" by Talía Malagón, Samantha Morais, Parker Tope, Mariam El-Zein, Eduardo Franco, for the Ludwig-McGill Cohort Study. 

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 from 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 a 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).
description: SAS, 9.4
description: Statistics Canada
description: https://www.statcan.gc.ca/en/microdata/data-centres/access
DOI: 10.5683/sp3/yqpmzt
title: Exploring herd-level perinatal mortality risk factors in Canadian dairy farms

description: These supplementary materials are a questionnaire that was used to identify factors associated with perinatal mortality in Canadian dairy farms and a causal diagram figure for the paper titled "Exploring herd-level perinatal calf mortality risk factors in eastern Canadian dairy farms". In total 19 factors were selected.
DOI: 10.5683/sp3/lwhepp
title: Scraped Tweets June 2022

description: Provides the full set of tweets (~32000) scraped from the RN politicians
DOI: 10.5683/sp3/v6fmoo
title: Verified Incident: Burning of Ndanifor Ecovillage, Bafut (January 2021)

description: Verified Incident: Burning of Ndanifor Ecovillage, Bafut (January 2021)
DOI: 10.5683/sp3/krzwar
title: Verified Incident: Burning at LAP Healthcare Centre, Kumbo (March 2021)

description: Verified Incident: Burning at LAP Healthcare Centre, Kumbo (March 2021)
DOI: 10.5683/sp3/ntkx4r
title: Verified Incident: Shooting of Five Civilians in Mile 90, Nsongwa (April 2021)

description: Verified Incident: Shooting of Five Civilians in Mile 90, Nsongwa (April 2021)
DOI: 10.5683/sp3/6aq2iw
title: Verified Incident: Burnings in Nwa Subdivision (February-March 2021)

description: Verified Incident: Burnings in Nwa Subdivision (February-March 2021)
DOI: 10.5683/sp3/jfwmpt
title: Verified Incident: Attack on Pia Market, Fondonera (July 2022)

description: Verified Incident: Attack on Pia Market, Fondonera (July 2022)
DOI: 10.5683/sp3/z3anki
title: The Synergistic Effects of Nano-sized α-Al(Mn,Cr,Fe)Si and Al-Si-Zr Dispersoids on the Creep Behavior Al-Si-Mg-Cu (Mn, Cr, Zr) Diesel Engine Alloy

description: The dataset generated for this study includes Scheil cooling and equilibrium calculations, tensile creep tests, Arrhenius plot and backscattered SEM images in the as-cast and T7 condition of the MG1 and MG2-1 alloys. In addition, HRTEM images showing dislocation-dispersoid interaction, Q' phase and coherency and partially coherency of the precipitates are presented.
DOI: 10.5683/sp3/yo7le9
title: Forest Edge Research Network

description: Many studies have focused on vegetation across forest edges to study impacts of edges created by human activities on forest structure and composition, or patterns of vegetation at inherent natural edges. Our objective was to create a database of plant-related variables across different types of edges from various studies (mainly from across Canada, but also in Brazil and Belize) to facilitate edge research. We compiled data on vegetation along more than 300 transects perpendicular to forest edges adjacent to clear-cuts, burned areas, bogs, lakes, barrens, insect disturbances and riparian areas from 24 studies conducted over the past three decades. Data were compiled for more than 400 plant species and forest structure variables (e.g., trees, logs, canopy cover). All data were collected with a similar sampling design of quadrats along transects perpendicular to forest edges, but with varying numbers of transects and quadrats, and distances from the edge. The purpose for most of the studies was either to determine the distance of edge influence (edge width) or to explore the pattern of vegetation along the edge to interior gradient. We provide data tables for the cover of plant species and functional groups, the species and size of live and dead trees, the density of saplings, maximum height of functional groups and shrub species, and the cover of functional groups at different heights (vertical distribution of vegetation). The Forest Edge Research Network (FERN) database provides extensive data on many variables that can be used for further study including meta-analyses and can assist in answering questions important to conservation efforts (e.g., how is distance of edge influence from created edges affected by different factors?). We plan to expand this database with subsequent studies from the authors and we invite others to contribute to make this a more global database. When using these data, we ask that you cite this data paper and any relevant publications listed in our metadata file. We also encourage you to contact the first author if you are planning to use or contribute to this database.
DOI: 10.5683/sp3/l9k5xw
title: Beliefs Information, and Institutions: Public Perception of Climate Change Information Provided by Government Versus the Market

description: This study examines individuals' opinions about climate change and whether different types of information are more or less trustworthy or likely to influence individuals' beliefs about climate change.