cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/fhwwzv
title: Response to varying phosphorus application in perennial forages at an Ontario silt-loam site: Supplementary data

description: These data formed the basis of the MSc thesis "Response to varying phosphorus application in perennial forages at an Ontario silt-loam site". A phosphorus (P) fertility trial on common perennial forages was established in 2021 at Elora research station, at a site selected for its low initial soil test P (STP of 8.5 ppm Olsen P). Four P rates and 14 assortments of forage species were examined. Plots were cut with a plot scale forage harvester three times per year for a total of three years. Yield and tissue P were measured at each cut. Composition was determined once per year from sorted subsamples at first cut, and soil samples were taken for STP once per year after 3rd cut. In the third year, samples of roots were taken from monoculture plots and assessed for arbuscular mycorrhizal fungi. In the fall of 2024 (after the final harvest of the trial) samples of the plots were subjected to a simulated freeze-thaw experiment to assess potential for P loss from the plots over winter. Soil and tissue testing was conducted by SGS Canada's facility in Guelph Ontario. Water Extractable P (WEP) analysis was conducted at Agriculture and Food Laboratory at the University of Guelph. For a further explanation of methods, please see the MSc thesis "Response to varying phosphorus application in perennial forages at an Ontario silt-loam site", Chapters 2.3 (P fertility trial methods) and 3.3 (freeze-thaw experiment methods).
DOI: 10.5683/sp3/ccavwl
title: Geometry optimized molecular catalyst structural files

description: The dataset consists of 96 optimized geometry files of molecular catalysts for hydrogen production.
description: Orca, 5.0
DOI: 10.5683/sp3/hbjocw
title: Canadian Teens & Technology-Facilitated Sexual Violence: Findings from a 2024 General Population Survey Among Canadian Teenagers

description: This report presents findings from a 2024 general population survey of 1,023 Canadian teens (ages 13–18) on their experiences with technology-facilitated sexual violence (TFSV), support-seeking behaviours, and legal knowledge surrounding these harms. TFSV includes harmful practices like sexual name-calling and rumour spreading, non-consensual distribution of intimate images, online sexual extortion (also called “sextortion”), and online sexual harassment.
DOI: 10.5683/sp3/fwfbvk
title: Emotion Anticipation

description: This spreadsheet contains data collected from 145 university students (75 female), including basic demographic information (age, sex) and summary scores on self-report measures tapping into alexithymia [Toronto Alexithymia Scale (TAS-20)], sensory processing sensitivity [the Highly Sensitive Person Scale (HSPS) and the Orienting Sensitivity subscale of the Adult Temperament Questionnaire (OS)], imagery vividness [Vividness of Visual Imagery Questionnaire (VVIQ)], depression [Patient Health Questionnaire-9 (PHQ-9)], anxiety [General Anxiety Disorder-7 (GAD-7)]. It also includes data from a behavioural task in which participant rated the valence of neutral faces appearing at the end of either fading joy or fading anger image sequences. The person displayed in the final frame (the neutral face) was either the same person featured in the perceptual history (i.e., the preceding frames in the sequence) or a different individual.
DOI: 10.5683/sp3/14ixfj
title: Yeh - 2025 - Data

description: Data for Yeh et al. paper on Indoor Air Quality Study for BBCan
DOI: 10.5683/sp3/vckgvv
title: Non-target impacts of methanogenic inhibiting feed additives on dung beetles

description: This is where I am storing data for a publication about methane-inhibiting seaweeds and their impact on dung beetles.
DOI: 10.5683/sp3/xtjsmx
title: Image Analysis of Wildfire Smoke Particles in Kamloops, British Columbia, Summer 2021

description: This dataset contains transmission electron microscopy (TEM) images and associated MATLAB files used for image processing of smoke particles collected during forest fires in Kamloops, British Columbia, Canada, in July 2021. Samples were obtained at 1259 Dalhousie Dr, Kamloops, BC V2C 5Z5 (BC Ministry of Environment) using thermophoretic sampling during both daytime (22 Jul. 2021, starting 10:41 am, ~ 1.5 hours duration) and nighttime (21 Jul. 2021, starting 18:48 pm, ~ 9 hours duration) conditions.

The TEM images reveal a range of particle types, including soot (both fresh and coated), tarballs, ash-like structures, organics, and newly observed “softball” particles. Processed MATLAB data are included to reproduce the automated image analysis presented at the American Association for Aerosol Research (AAAR) 2022 Conference. Image segmentation was performed using k-means clustering, followed by morphological characterization of particle circularity, optical depth, and boundary sharpness. These metrics support differentiation of particle types and highlight differences in morphology between day and night samples. The particles were also manually classified based on visual assessment of their types.

This dataset may be useful for researchers working on biomass burning emissions, aerosol particle morphology, atmospheric aging processes, and automated image analysis methods.
DOI: 10.5683/sp3/kicdtq
title: Replication Data and Code for: The effects of disability benefits on the employment of low-skilled youth: Evidence from France

description: The data and programs replicate tables and figures from "The effects of disability benefits on the employment of low-skilled youth: Evidence from France", by Chareyron, S. & Mahmoudi, N. Please see the README file for additional details.
DOI: 10.5683/sp3/gcg7zu
title: Understanding Physical Activity Facilitated by a Single Session of Robotic Walking for Children and Small Adults Living With Severe Mobility Impairments

description: This database contains data supporting the publication "Understanding Physical Activity Facilitated by a Single Session of Robotic Walking for Children and Small Adults Living With Severe Mobility Impairments"
DOI: 10.5683/sp3/vgattl
title: BBCan Aethalometer Data 2023

description: Aethalometer data from BBCan for 2023
DOI: 10.5683/sp3/sughmn
title: BBCan Aethalometer Data 2024

description: Aethalometer data for BBCan in 2024
description: These are the 2024 data from the 2024 aethalometer measurements.
DOI: 10.5683/sp3/6lzkux
title: Data for: Monitoring the effects of ovariectomy on seasonal movement behavior in suburban female white-tailed deer using Internet of Things-enabled devices

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Abundant deer populations often cause conflicts in suburban communities, but traditional population reduction methods, such as controlled hunting, can be challenging to implement in these contexts. Fertility control, specifically through ovariectomy, can limit reproduction and reduce populations in certain settings, yet its effects on movement behavior remain poorly understood. Concerns persist that hormonal changes affecting movement could lead to increased physiological demands and influence deer-vehicle collision (DVC) risks. We evaluated the effects of ovariectomy-induced anestrus on the seasonal movement behavior in female white-tailed deer (&lt;em&gt;Odocoileus virginianus&lt;/em&gt;) using Internet of Things (IoT) biologging devices connected via a low-power wide-area network (LPWAN). From 17 January 2023 to 1 June 2024, we collected telemetry data from ovariectomized (treated) and untreated (control) female deer in South Euclid, Ohio, USA, and quantified seasonal movement patterns using 7-day home-range size, daily diffusion, and daily excursivity. Both groups had overall similar home-range size, diffusion, and excursivity. Untreated females exhibited seasonal increases in home-range size, diffusion, and excursivity leading up to and during the breeding season (late July–November). During and after parturition (late May), untreated females reduced home-range size and overall mobility. Treated females did not exhibit strong seasonal behaviors; however, diffusion differed significantly between groups. These findings suggest that ovariectomy removes hormonal triggers that typically drive seasonal movement changes. We found no clear evidence that ovariectomy increased excursive behavior, nor that it led to higher DVC risk, although our sample size was limited.  LPWAN-enabled IoT tracking proved to be a low-cost, low-power, lightweight method for wildlife monitoring, compared to Global Positioning System biologgers, but data frequency was irregular at times. Our findings suggest ovariectomy is a safe management tool for abundant deer populations. However, we recommend further research to build on our findings and highlight both the potential and limitations of IoT-based biologging for wildlife research.&lt;/p&gt;
description: <b>Dryad version number:</b> 6
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> http://datadryad.org/dataset/doi:10.5061/dryad.h70rxwdxb
<b>Storage size:</b> 6922603
<b>Visibility:</b> public
DOI: 10.5683/sp3/vd8pfp
title: Data from: Litter nutrient release and allelopathy jointly contribute to the diversity–invasibility relationship

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;This dataset accompanies a study testing Elton’s biotic resistance hypothesis by examining how native plant litter diversity influences the growth of the invasive plant &lt;em&gt;Phytolacca americana&lt;/em&gt; through nutrient release and allelopathic effects in temperate forests of China. The dataset includes: (1) Aboveground biomass data of &lt;em&gt;P. americana&lt;/em&gt; grown in pots with litter mixtures composed of 15 native plant species at five species-richness levels (1, 3, 6, 9, 15); (2) Initial chemical properties (C and N concentrations, C:N ratios, and total phenolics) of the 15 native plant litter types; (3) Mass, C concentration, and N concentration of 61 litter mixtures measured before and after 10 weeks of decomposition to calculate litter C and N release; (4) soil fungal community data derived from high-throughput sequencing, including taxonomic profiles (from phylum to genus) and functional classifications assigned using FUNGuild (e.g., saprotrophs, pathogens, symbionts); (5) Aboveground biomass data of &lt;em&gt;P. americana&lt;/em&gt; from a litter-leachate experiment testing how leachates derived from litter mixtures of varying species richness affected the invader’s growth. These datasets support analyses of how litter species richness regulates nutrient dynamics, allelopathic effects, and invader performance, and are valuable for researchers studying invasion ecology, plant–soil interactions, and the role of biodiversity in ecosystem functioning.&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> http://datadryad.org/dataset/doi:10.5061/dryad.2rbnzs82h
<b>Storage size:</b> 1175178
<b>Visibility:</b> public
DOI: 10.5683/sp3/m4brzs
title: Supplemental materials for: Describing the decision-making process of Ontario dairy farmers when managing down dairy cattle: A qualitative focus group study

description: This study aimed to explore Ontario dairy farmers' attitudes and perceptions regarding down dairy cows and the factors influencing their use of best management practices. In 2024, four focus groups were held in southwestern Ontario with 21 dairy producers. Discussions focused on current care practices, views on best management practices, challenges implementing them, and the availability of facilities and equipment for managing down cows. This dataset contains the codebook and semi-structured guide for the producer focus groups used in this study.
DOI: 10.5683/sp3/7xhe5a
title: Raw electrical resistivity tomography data for "Electrical Resistivity Tomography Investigation of Buried Valley Aquifer Systems in the Edmonton Area, Alberta"

description: Raw .dat files output by the terrameter LS2 instrument in an electrical resistivity tomography geophysical study within the Edmonton area. dat files may be used to produce 2D pseudosections using special inversion modelling software or opensource code. May also be opened by text readers, such as notepad. Files include data produced by both wenner and dipole-dipole electrode arrays at 7 sites in the Greater Edmonton Area, Alberta, Canada. Locations were chosen to
investigate buried valley aquifers with pre-Laurentide Empress Fm gravels and sands (Saskatchewan gravels and sands). File descriptions have coordinates for the center of each profile.
description: Programs such as RES2DINV may be used to process raw .dat files. Or open source code such as pyGIMLi.
DOI: 10.5683/sp3/2rrb4q
title: Replication Data for: Summer 2023 Canadian Boreal Forest Wildfires: An Analysis of CO, HCHO, and NO2 Downwind Enhancement Rates

description: This dataset contains TXT files (comma-delimited) for the background-corrected enhancement rates and ΔVCDs calculated from TROPOMI satellite measurements using the Gaussian-flux method for the 2023 Western Canadian boreal forest wildfires and the 2019 FIREX-AQ wildfires analyzed in the paper "Summer 2023 Canadian Boreal Forest Wildfires: An Analysis of CO, HCHO, and NO2 Downwind Enhancement Rates" by Hearne et al. (submitted, 2025). 
&lt;br&gt;&lt;br&gt;
The CSV files have been named as follows "NameOfFire_Species_Date_oOrbit.0.csv":
&lt;br&gt;(1) NameOfFire is the naming convention found in Hearne et al. (2025), 
&lt;br&gt;(2) Species is either CO, HCHO, or NO2, 
&lt;br&gt;(3) Date is the date of the fire in YYYYMMDD format, and 
&lt;br&gt;(4) oOrbit.0 is the orbit number for TROPOMI overpass led by an "o" and followed by a ".0".
&lt;br&gt;&lt;br&gt;
&lt;br&gt;Inside each CSV file is the following information by column:
&lt;br&gt;(A) "loc" is the location, in 4 km increments, of the start of each integration box, in the downwind direction, 
&lt;br&gt;(B) "windspeed" is the average wind speed, in km/hr, of the average wind speed within each 4 km box for 150 km downwind. 
&lt;br&gt;(C) "windspeedy" is the wind speed at averaged within each 4 km box, 
&lt;br&gt;(D-G) Numbered columns (0,1,...,etc.) are described in detail, below.
&lt;br&gt;(H) "VCD" is the vertical column density enhancement (ΔVCD) in molec/cm^2 (background-corrected, i.e. with the background VCD between 20 to 50 km upwind subtracted),
&lt;br&gt;(I) "Line" is the line density (molec/cm),
&lt;br&gt;(J) "STD" is the standard deviation from the centre of the Gaussian fit profile across the ΔVCDs (molec/cm^2), 
&lt;br&gt;(K-N) The last four columns include META DATA for the fire and include the fire name "name", trace gas "species", the data of the fire in YYYYMMDD "date", and TROPOMI overpass "orbit".

&lt;br&gt;&lt;br&gt;&lt;br&gt;
Numbered columns (0, 1, ..., etc.) in the CSV file are background-corrected enhancement rates in tonnes/hour for each species. Each number corresponds to a lifetime (τ) used to calculate the enhancement rates, following the following key:
&lt;br&gt;&lt;br&gt;
&lt;b&gt;&lt;u&gt;CO:&lt;/u&gt;&lt;/b&gt; 
&lt;br&gt;'0' ---&gt; &lt;b&gt;τ&lt;/b&gt; = 336 hours&lt;br&gt;&lt;br&gt;

&lt;b&gt;&lt;u&gt;HCHO:&lt;/b&gt;&lt;/u&gt; 
&lt;br&gt;'0' ---&gt; &lt;b&gt;τ&lt;/b&gt; = 1.5 hours 
&lt;br&gt;'1' ---&gt; &lt;b&gt;τ&lt;/b&gt; = 3.0 hours 
&lt;br&gt;'2' ---&gt; &lt;b&gt;τ&lt;/b&gt; = 6.0 hours
&lt;br&gt;&lt;br&gt;
&lt;b&gt;&lt;u&gt;NO2:&lt;/u&gt;&lt;/b&gt; 
&lt;br&gt;'0' ---&gt; &lt;b&gt;τ&lt;/b&gt; = 1.0 hours 
&lt;br&gt;'1' ---&gt; &lt;b&gt;τ&lt;/b&gt; = 2.0 hours 
&lt;br&gt;'2' ---&gt; &lt;b&gt;τ&lt;/b&gt; = 4.0 hours
&lt;br&gt;'3' ---&gt; &lt;b&gt;τ&lt;/b&gt; = 6.0 hours
DOI: 10.15468/dl.e74zdd
title: Occurrence Download

description: A dataset containing 5026 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 7.08709172057352",
 "DecimalLongitude is less than 7.09015127375792",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 5026 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046923-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/4rnzen
title: Postal Code Federal Riding File [Canada], September 2025, Census of Canada 2021
title: Postal Code Federal Riding File, September 2025
title: PCFRF September 2025

description: &lt;p&gt;The Postal Codes by Federal Ridings File (PCFRF) is a digital file which provides a link between the six- character postal code and Canada’s federal electoral districts (which are also known as federal ridings).&lt;/p&gt;

&lt;p&gt;Elections Canada defines a federal electoral district (FED) as any place or territorial area entitled to return a Member of Parliament (MP) to serve in the House of Commons. Federal electoral district legal limits and descriptions are the responsibility of the Chief Electoral Officer, and are usually revised every ten years after the results of the decennial census. There are 338 FEDs in the 2013 Representation Order, the most recent revision of the federal electoral districts limits.&lt;/p&gt;

&lt;p&gt;Some postal codes straddle one or more FED boundaries. The ‘unique link’ variable indicates if the postal code is linked to one or more FEDs. Users often link the postal code in their data set to the FED in the PCFRF. When performing this link, users should be aware that the postal code in their data set may represent a mailing address used by a person, not necessarily where the person actually resides. Similarly, a postal code in a business-based mailing address may not necessarily indicate where the business activity took place.&lt;/p&gt;

&lt;p&gt;The reference date for postal codes contained in the PCFRF is the same date as the postal codes contained in the Postal Code Conversion File (PCCF) product released concurrently with this version of the PCFRF&lt;/p&gt;
description: Postal Codes by Federal Ridings File
DOI: 10.5683/sp3/xe8ugw
title: Replication Data for Defining, Measuring, and Addressing Energy Poverty: A Canadian Framework

description: This dataset was created as part of the Defining, Measuring, and Addressing
Energy Poverty: A Canadian Framework project. A review and analysis of energy-related initiatives that address energy poverty in British Columbia (BC) was conducted. The dataset contains 114 energy-related initiatives from 1989 to 2023. Public listings,
databases, and websites maintained by various actors—including government bodies,
utilities, non-profits, charities, financial institutions, and others—were examined to
identify these initiatives. The initiatives are categorized by focus area, typology,
beneficiary, delivery agent, and scale.
description: Publication forthcoming.
DOI: 10.5683/sp3/aon2z5
title: Novel Calcium- and Aluminum-Rich Pyroxene in the NWA 15554 CO3 Carbonaceous Chondrite - Supplementary Data

description: Supplementary data files for "Novel Calcium- and Aluminum-Rich Pyroxene in the NWA 15554 CO3 Carbonaceous Chondrite". The datasets include EPMA composition tables, X-ray maps, BSE images, and a Raman spectrum text file
DOI: 10.5683/sp3/iaplqy
title: Sondage sur les pratiques et les besoins en matière de gestion des données de recherche à l'UQAR (2025)
title: Survey on research data management practices and needs at Université du Québec à Rimouski (2025)

description: Conçu par le groupe de travail sur la gestion des données de recherche (GT-GDR) de l'Université du Québec à Rimouski (UQAR), ce sondage anonyme s'adressait à l'ensemble du corps professoral de l'UQAR (campus de Rimouski et de Lévis). Ses résultats contribuent à orienter le développement des services de GDR à l'UQAR. On trouvera plus d'information dans le fichier LISEZ-MOI joint à l'ensemble de données.
DOI: 10.5683/sp3/ocvssd
title: Search Strategies: Impact of diaphragm structure and activity assessed by ultrasound on extubation outcomes in neonates

description: The notes field contains the full MEDLINE search strategy for 'Impact of diaphragm structure and activity assessed by ultrasound on extubation outcomes in neonates'. The files in this dataset contains the full MEDLINE (Ovid), EMBASE (Ovid), CINAHL (EBSCO), Cochrane Library (Wiley), Scopus, and ClinicalTrials.gov. (2025-04-15), the PRISMA-S Checklist, and the RIS files for each database.
description: 1 Diaphragm/
2 (Diaphragm* adj3 (atroph* or contracili* contract* or dysfunction* or eventrat* or excursion* or function* assess* or imag* or measur* or muscle fiber* or muscle fibre* or strain* or thickening* or thickness* or ultrasound* or ultra sound* or ultrason*)).tw,kf.
3 or/1-2 [Diaphragm Concept]
4 exp Ultrasonography/
5 dg.fs.
6 (acoustic or echograph* or echotomograph* or echo tomograph* or sonogram* or sonograph* or sonicat* or sonificat* or ultrason* or ultrasound* or ultra sound*).tw,kf.
7 or/4-6 [Ultrasound Concept]
8 exp infant, newborn/ or Intensive Care, Neonatal/ or Intensive Care Units, Neonatal/ or Gestational Age/
9 (babe or babes or baby* or babies or gestational age? or infant? or infantile or infancy or low birth weight or low birthweight or neonat* or neo-nat* or newborn* or new born? or newly born or premature or pre-mature or pre-matures or prematures or prematurity or pre-maturity or preterm or preterms or pre term? or preemie or preemies or premies or premie or VLBW or VLBWI or VLBW-I or VLBWs or LBW or LBWI or LBWs or ELBW or ELBWI or ELBWs or NICU or NICUs).ti,ab,kw,kf.
10 or/8-9 [Filter: Neonatal Population 04-2022-OVID MEDLINE]
11 3 and 7 and 10
12 remove duplicates from 11
DOI: 10.5683/sp3/lal0uo
title: Additional and Replication Data for: Subramanyam and Meyer's (2025) "Conveying intermittent water supply schedules digitally: production burdens and consumption possibilities in Coimbatore, India"

description: Additional and Replication data for Subramanyam and Meyer's (2025) paper entitled "Conveying intermittent water supply schedules digitally: production burdens and consumption possibilities in Coimbatore, India".
Dataset contains three PDFs that serve as Additional Examples, and four files that serve as replication data.
description: Data schedules published by the City of Coimbatore were reused and analyzed under the terms of the Government Open Data License – India, which permits use, adaptation, and redistribution of government data with attribution (Government of India, 2017). All analyses and interpretations are the authors’ own and do not imply endorsement by the City of Coimbatore or the Government of India.
description: Dataset contains:
1) Additional Example 1 - Selection of Hyderabad's Web-Based Interactive Supply Schedule
2) Additional Example 2 - Selection of Delhi's PDF-Based Supply Schedule 
3) Additional Example 3 - Selection of Bengaluru's Excel-Based Supply Schedule
4) Cleaned and Augmented Water Supply Schedules for Coimbatore; All analyzed supply schedules tabulated for analysis
5) Personnel Efforts - Processed schedules, determining every scheduling-related person and their connections
6) Daily Personnel Efforts - Total people and effort by day involved in schedule production
7) Schedule Tweet Replies - Coimbatore's twitter posts and engagement with them
DOI: 10.5683/sp3/5gtlvn
title: Replication Data for: Integrated Modeling and Numerical Analysis of Pre-Mainshock Stress Evolution Leading to the 2016 Mw 5.8 Pawnee Earthquake

description: This dataset contains the files required to replicate the study