cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/xku433
title: Response of broiler breeder pullets when fed hydrolyzed whole yeast from placement to 22 wk of age

description: The study examined the effects of feeding broiler breeder pullets hydrolyzed whole yeast (HY) from hatch to 22 wk of age (WOA). A total of 524-day-old Ross 708 pullets were placed in floor pens (∼24 birds/pen) for the starter (0–4 WOA) and grower (5–18 WOA) phases, then transferred to the egg production facility and redistributed to ∼20 birds/pen for the prelay phase (19–22 WOA). Two diets were allocated to pens (0–18 WOA; n = 11) and (19–22 WOA; n-12). The diets were a control corn and soybean meal diet formulated to meet specifications and control plus 0.05% HY (HY). Birds had ad libitum access to feed in the first week and daily feed allocation based on pen BW from 2 WOA. Birds had free access to water throughout the trial. Body weight (BW) and uniformity (BW CV) were monitored. Boosters for infectious bronchitis and New Castle disease vaccines were administered at 18 WOA, and samples of pullets bled for antibody titer 5-day later. One pullet/pen was randomly selected, weighed, bled for plasma biochemistry, and necropsied for organ weights, ceca digesta for short-chain fatty acids (SCFA), and leg bones morphometry. In the starter and grower phases, birds fed HY were lighter and gained less (P &lt; 0.05) than control birds. However, there were no diet effects (P &gt; 0.05) on growth, the BW prelay phase, or BW uniformity throughout the trial. There were no (P &gt; 0.05) diet effects on breast, gastrointestinal, liver and bursa weights, serum antibody titers, plasma biochemistry, SCFA and bone attributes. However, pullets fed HY had heavier (P = 0.047) spleen and tended to have lower (P = 0.080) plasma concentrations of aspartate aminotransferase (AST) relative to control pullets. In conclusion, the parameters assessed showed no negative consequences of feeding HY to broiler breeder pullets. However, effects on the spleen and plasma AST may indicate modest modulation of immunity and metabolism. The impact of the provision of HY during broiler breeder pullet phase on reproductive performance and chick quality should be investigated.
DOI: 10.5683/sp3/mr8s4u
title: Postal Code Conversion File [Canada], March 2024, Census of Canada 2021
title: Postal Code Conversion File, March 2024
title: PCCF [Canada], March 2024
title: Fichier de conversion des codes postaux [Canada], mars 2024

description: &lt;p&gt;The Postal Code Conversion File (PCCF) is a digital file which provides a correspondence between the Canada Post Corporation (CPC) six-character postal code and Statistics Canada's standard geographic areas for which census data and other statistics are produced. Through the link between postal codes and standard geographic areas, the PCCF permits the integration of data from various sources. The Single Link Indicator provides one best link for every postal code, as there are multiple records for many postal codes.&lt;/p&gt; 

&lt;p&gt; To obtain the postal code conversion file or for questions, consult the &lt;a href="https://www.statcan.gc.ca/eng/dli/contact" target="_blank"&gt; DLI contact &lt;/a&gt; at your educational institution.&lt;/p&gt; 

&lt;p&gt;New to the June 2022 version, a separate data file is available for retired postal codes. The retired file uses the same record layout as the PCCF file. The same syntax file can be used for both the PCCF data file and the retired data file.&lt;/p&gt; &lt;p&gt;The geographic coordinates attached to each postal code on the PCCF are commonly used to map the distribution of data for spatial analysis (e.g., clients, activities). The location information is a powerful tool for planning, or research purposes. &lt;/p&gt; &lt;p&gt;In April 1983, the Statistical Registers and Geography Division released the first version of the PCCF, which linked postal codes&lt;sup&gt;OM&lt;/sup&gt; to 1981 Census geographic areas and included geographic coordinates. Since then, the file has been updated on a regular basis to reflect changes. For this release of the PCCF, the postal codes are directly geocoded to 2021 Census geographic areas. A quality indicator for the confidence of this linkage is available in the PCCF. &lt;/p&gt;
description: Postal Code Conversion File
description: Notes: Contains records for national postal codes.
DOI: 10.5683/sp3/8nvesk
title: Postal Code Conversion File [Canada], December 2023, Census of Canada 2021
title: Postal Code Conversion File, December 2023
title: PCCF [Canada], December 2023
title: Fichier de conversion des codes postaux [Canada], decembre 2023

description: &lt;p&gt;The Postal Code Conversion File (PCCF) is a digital file which provides a correspondence between the Canada Post Corporation (CPC) six-character postal code and Statistics Canada's standard geographic areas for which census data and other statistics are produced. Through the link between postal codes and standard geographic areas, the PCCF permits the integration of data from various sources. The Single Link Indicator provides one best link for every postal code, as there are multiple records for many postal codes.&lt;/p&gt; 

&lt;p&gt; To obtain the postal code conversion file or for questions, consult the &lt;a href="https://www.statcan.gc.ca/eng/dli/contact" target="_blank"&gt; DLI contact &lt;/a&gt; at your educational institution.&lt;/p&gt; 

&lt;p&gt;New to the June 2022 version, a separate data file is available for retired postal codes. The retired file uses the same record layout as the PCCF file. The same syntax file can be used for both the PCCF data file and the retired data file.&lt;/p&gt; &lt;p&gt;The geographic coordinates attached to each postal code on the PCCF are commonly used to map the distribution of data for spatial analysis (e.g., clients, activities). The location information is a powerful tool for planning, or research purposes. &lt;/p&gt; &lt;p&gt;The geographic coordinates, which represent the standard geostatistical areas linked to each postal code&lt;sup&gt;OM&lt;/sup&gt; on the PCCF, are commonly used to map the distribution of data for spatial analysis (e.g., clients, activities). The location information is a powerful tool for marketing, planning, or research purposes. In April 1983, the Statistical Registers and Geography Division released the first version of the PCCF, which linked postal codes&lt;sup&gt;OM&lt;/sup&gt; to 1981 Census geographic areas and included geographic coordinates. Since then, the file has been updated on a regular basis to reflect changes. For this release of the PCCF, the vast majority of the postal codes&lt;sup&gt;OM&lt;/sup&gt; are directly geocoded to 2021 Census geography while others are linked via various conversion processes. A quality indicator for the confidence of this linkage is available in the PCCF. &lt;/p&gt;
description: Postal Code Conversion File
description: Notes: Contains records for national postal codes.
DOI: 10.5683/sp3/hf0os9
title: Cardiac Arrest Detection Machine Learning Dataset

description: This dataset contains data, code, and the final trained machine learning models in support of the manuscript: "Detecting Cardiac States with Wearable Photoplethysmograms: Implications for Out-of-Hospital Cardiac Arrest Detection"
DOI: 10.5683/sp3/q6e2ay
title: Guruji et al. American Journal of Physiology: Heart and Circulatory Physiology Supplemental Information

description: Supplemental Information for Guruji et al. American Journal of Physiology: Heart and Circulatory Physiology
DOI: 10.5683/sp3/ster2v
title: Replication Data and Code for: Relative cancer survival by household income and race in Canada in the Canadian Census Health and Environment Cohorts

description: The following files are code and partial data to reproduce results in the study "Relative cancer survival by household income and race in Canada in the Canadian Census Health and Environment Cohorts" by Talía Malagón, Sarah Botting-Provost, Alissa Moore, Mariam El-Zein, and Eduardo L Franco.

The SAS programs format the data from original microdata files and perform the propensity score matching and Poisson regression models. The outputs from the Poisson regression models were saved as Excel files, and were used to calculate relative survival using the R program "relative survival from propensity score models appendix version.R". The partial data of Poisson model outputs can be used to generate custom estimates of survival and mortality rates by race, immigration status, household income, and education level using estimating equations based on fitted Poisson model parameters. Additional SAS programs used for the secondary analyses using life table methods are also included here. 

The microdata files used to fit the models and other results of the study are owned by Statistics Canada; restrictions apply to the availability of these data, which were used under license by Statistics Canada for this study. Eligible researchers can apply for access to this data through the Statistics Canada Research Data Centre program (https://www.statcan.gc.ca/en/microdata/data-centres/access).
DOI: 10.5683/sp3/bh6z76
title: Communications, media and internet concentration in Argentina, 2019-2021

description: This report investigates media developments and market concentration trends across nearly two dozen communication, internet and media industries that make up the Argentine network media economy. We start by studying each of the sectors covered individually before grouping them into three larger mid-range categories of similar types of services: telecoms and internet access sectors, online and traditional media services, and core internet sectors. Ultimately, the report provides a composite view of the network media economy during the period from 2019 to 2021.
DOI: 10.5281/zenodo.17657475
title: Урожайність сої за обробки її насіння мікробіологічними препаратами

description: Отримані результати стосовно пливу досліджуваних препаратів на формування зернової продуктивності сої свідчать, що передпосівна обробка насіння культури препаратами на основі активних штамів бульбочкових бактерій (Rhizobium japonicum) сприяла достовірному підвищенню урожайності зерна порівняно з контролем.
DOI: 10.5281/zenodo.17657476
title: Урожайність сої за обробки її насіння мікробіологічними препаратами

description: Отримані результати стосовно пливу досліджуваних препаратів на формування зернової продуктивності сої свідчать, що передпосівна обробка насіння культури препаратами на основі активних штамів бульбочкових бактерій (Rhizobium japonicum) сприяла достовірному підвищенню урожайності зерна порівняно з контролем.
DOI: 10.5683/sp3/1v87u5
title: Comparative efficacy of hydroxychloride and organic sources of zinc, copper, and manganese on egg production and concentration of trace minerals in eggs, plasma, and excreta in female broiler breeders from 42 to 63 weeks of age

description: Comparative efficacy of hydroxychloride (HC) and organic (OR) sources of Zn, Cu and Mn on performance of broiler breeders (BB) between 42 and 63 weeks of age (WOA) was investigated. A total of 408 ♀ Ross 708 and 48 ♂ Yield Plus cockerels were placed in pens (17 ♀ and 2 ♂) housed in 2 rooms (12 pens/room) and allocated to one of 2 diets in a completely randomized block design (n=12). The diets had similar nutrient specifications but differed in Zn, Cu, and Mn sources: 1) HO, a blend of 80% HC and 20% OR sources, and 2) OR, 100% OR sources. Birds were fed and managed according to breeder guidelines. The egg count was recorded daily and categorized as normal or abnormal. Egg yolk color, albumen height, Haugh unit, eggshell thickness, and eggshell breaking strength were assessed every 4 wk. Individual hen body weight (BW) was recorded at 5-wk intervals to determine BW uniformity. At 52 and 63 WOA, the eggs and excreta samples were collected. At the end of the trial, 4 hens per pen were bled for plasma concentration of trace minerals and organs (liver, gizzard, spleen, kidney, and thymus) weight. There were no interactions between source and age on any parameters (P &gt; 0.05). There were no main effects of source on egg production, eggshell quality, BW, and organs weight (P &gt; 0.05). Hens fed HO diets had darker yolk compared to those fed OR diets (P = 0.014). The concentration of Zn in the eggs of OR BB was higher (P = 0.022) than for HO birds. However, there were no dietary effects on the concentration of trace minerals in the egg, plasma, and excreta (P &gt; 0.05). The results indicated that a mixture of HC and O as sources for Zn, Cu, and Mn was as effective as OR sources in supporting egg production, egg quality, and trace mineral utilization in broiler breeders.
DOI: 10.5683/sp3/fppaut
title: Synthesis of soil-air temperature and vegetation measurements in the pan-Arctic. 1990-2016

description: This record is for the dataset “Synthesis of soil-air temperature and vegetation measurements in the pan-Arctic. 1990-2016” at &lt;a href= "https://doi.org/10.18739/A2736M31X"&gt;https://doi.org/10.18739/A2736M31X&lt;/a&gt;. 
&lt;p&gt;&lt;p&gt; 

This data was compiled for a data synthesis of plot scale studies aimed at understanding the impact of vegetation on soil-air temperature coupling throughout the permafrost region. The aim of this study was to determine whether vegetation impacts on soil temperature were consistent across a broad geographic scope and multiple studies. The data synthesis originated from discussions in the annual Permafrost Carbon Network meeting recognizing the need for a comprehensive assessment of plot scale studies of vegetation and soil temperature. Observations were compiled from 32 collaborators with 235 unique locations, and were initially collected as part of individual field studies lead by each collaborator. All soil and air temperature data were averaged at the daily timescale prior to inclusion in this data set.&lt;p&gt;
This dataset can be downloaded at &lt;a href= "https://doi.org/10.18739/A2736M31X"&gt;https://doi.org/10.18739/A2736M31X&lt;/a&gt;
description: R
DOI: 10.5683/sp3/6xkyvf
title: Detrital Zircon Best Age Files

description: Detrital Zircon Age Files for Chapter 2
DOI: 10.5683/sp3/la6idl
title: Shapefiles for Angel Island Geological Map

description: Contains all the shapefiles for generating Angel Island Geological Map (Chapter 3)
DOI: 10.5683/sp3/yjjqbi
title: Replication Data and Code for: Rule of Law, Economic Structure and Development

description: The data and programs replicate tables and figures from "Rule of Law, Economic Structure and Development", by Samaniego and Sun. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/yxjnct
title: Predictions for "Statistical upscaling of ecosystem CO2 fluxes across the terrestrial tundra and boreal domain: regional patterns and uncertainties"

description: This record is for the dataset “Predictions for "Statistical upscaling of ecosystem CO2 fluxes across the terrestrial tundra and boreal domain: regional patterns and uncertainties” at &lt;a href= "https://zenodo.org/doi/10.5281/zenodo.4521851"&gt;https://zenodo.org/doi/10.5281/zenodo.4521851&lt;/a&gt;. 
&lt;p&gt;&lt;p&gt; 

&lt;b&gt;Description of the predictions&lt;/b&gt;&lt;p&gt;
These data include predictions of annual and growing season carbon dioxide (CO2) fluxes of gross primary productivity (GPP), ecosystem respiration (ER), and net ecosystem exchange (NEE) during 1990–2015 across the terrestrial high-latitude tundra and boreal region. We synthesized flux measurements and used geospatial data to predict (i.e., upscale) CO2 fluxes at relatively high spatial resolution (1 km2) across the high-latitude region using five commonly-used statistical models and their ensemble, i.e., the median of all five models. Predictions were made separately for each year and flux. More details can be found in Virkkala et al. "Statistical upscaling of ecosystem CO2 fluxes across the terrestrial tundra and boreal domain: regional patterns and uncertainties" (in review) &lt;p&gt;

&lt;b&gt;Files in this repository&lt;/b&gt; &lt;p&gt;
This repository includes 27 rasters for each flux variable (i.e., annual GPP, annual ER, annual NEE, growing season GPP, growing season ER, growing season NEE). These raster files represent ensemble predictions for each flux variable and year (from 1990 to 2015, 26 years in total), and an average prediction across the years. Annual and growing season rasters are found in their own zipped folders.&lt;p&gt;
Rasters are in Lambert North Pole Equal-Area Projection and in .tif format and come together with their supporting files which are useful for plotting the maps in e.g. ArcMap. Permanent water bodies and croplands were masked from these predictions. Quality control of the predictors resulted in some pixels lacking values for a given year, resulting in slight inconsistencies in data set extent across the years. Flux predictions need to be multiplied by 0.01 to arrive at the original scale &lt;p&gt;
This dataset can be downloaded at &lt;a href= "https://zenodo.org/doi/10.5281/zenodo.4521851"&gt;https://zenodo.org/doi/10.5281/zenodo.4521851&lt;/a&gt;.
DOI: 10.5683/sp3/rccnvb
title: A Modder’s Guidelines for Moddable Game Development - Video Playthroughs of Mods and ROM Hacks from the 2024 Master's Thesis Project

description: When performing the Autobiographical research for this Graduate thesis, I created 3 game modification projects. The first is a ROM hack of Game Freak's Pokémon FireRed Version, the second a quest mod of Bethesda's The Elder Scrolls V: Skyrim, and the third a challenge mod for Defiant Development's Hand of Fate 2. This dataset contains video playthroughs of each of the mods I developed from start to finish.
description: The "2024VideoPlaythroughPekitCityGymROMHack" has the player (myself) lose the challenge a few times before winning, requiring the repetition of certain content. If time is of the essence, feel free to skip the timespan between 21:50 and 37:23 to avoid repeated content.
DOI: 10.5683/sp3/wyqxq0
title: Mapping Incremental Loss of Biodiversity Through Zoning
title: How does the application of a multi-criteria decision analysis framework reveal the impact of land use zoning on urban ecosystems?

description: As urbanization escalates, reconciling human development with ecological preservation becomes imperative. This study addresses the challenge by assessing the incremental loss of biodiversity within the District of Sechelt, British Columbia, due to land use zoning. Focusing on a region renowned for its diverse ecosystems, the research evaluates current zoning practices, identifies potential threats to ecosystems and biodiversity, and proposes an integrated framework for sustainable urban development. Employing Geographic Information Systems (GIS) and remote sensing technology, a multi-criteria decision analysis (MCDA) framework is constructed, incorporating criteria like the Normalized Difference Vegetation Index (NDVI), land cover type, and proximity to sensitive ecosystems. Through this, land parcels are assigned ecological values, creating a composite map that visualizes high-priority conservation areas. The results reveal that areas zoned for Commercial, Industrial, Residential, and Residential-Multiple uses harbor lower ecological values and face greater risk of degradation. The research identified these zones as particularly vulnerable due to lenient regulations, resulting in habitat fragmentation and potential loss of biodiversity. High-value ecological lands within these zones were recognized as threatened ecosystems requiring conservation prioritization. The study proposes zoning modifications to enhance ecological conservation, suggesting that integrating ecological concerns into urban planning is not only feasible but also critical for the sustainability of urban centers. It underscores the importance of integrating ecological evaluation into urban planning processes, demonstrating a path forward for developing urban areas that prioritize ecological integrity alongside growth.
description: ArcGIS Pro, 3.2
description: R Studio, 4.3.1
DOI: 10.5683/sp3/rg4qmy
title: The effect of camelina, canola, or flax oil on skin fatty acid profile, immunity, and immune-inflammatory response in healthy adult horses

description: Research data from skin fatty acid profile, keyhole limpet hemocyanin (KLH) antibody response, and delayed-type hypersensitivity response of healthy adult horses fed camelina, canola, or flax oil for 16 weeks.
DOI: 10.5683/sp3/syzjaz
title: Raw images for band registration study

description: raw images for 3 dates between June-August 2022. Images were captured with a MicaSense multispectral camera on a urban green roof setting at a height of 1 m and 0.12 cm spatial resolution. 
band numbers are coded as below:
1- blue band
2- green band
3- red band
4- near infrared band
5 - rededge band
DOI: 10.5683/sp3/utzmmc
title: Mapping Species at Risk and of Cultural Value in Campbell River Regional District, British Columbia

description: In the face of rapidly declining biodiversity and the increasing fragmentation of habitats, 
identifying and prioritizing conservation areas have become crucial challenges for environmental 
sustainability. This study seeks to address these challenges by leveraging the power of citizen 
science data from iNaturalist and integrating it with GIS technology to assess conservation 
priorities in Campbell River, British Columbia. By integrating species occurrence data, 
conservation status, and cultural value, we have used GIS tools to assess conservation priority 
land parcels visually. Species occurrence data from iNaturalist Meticulous collection and 
validation of data emphasizes research-grade observations to reduce identification errors and 
ensure reliability. We integrated species conservation status from CDC-iMap and cultural value 
from IMPRESS and applied a tiered scoring system to quantify Species Importance Scores (IV). 
Through GIS analysis, the spatial visualization of species distribution can be realized and the 
corresponding land parcel Importance Score (LPIS) calculation can be obtained by summing up 
each land parcel based on IV. The results demonstrate significant differences in species importance 
across land cover types, identify several higher-value conservation land parcels in the Campbell 
River region, and highlight key conservation values that emphasize certain types of land cover 
habitat. The results showed that the riparian area along the Elk Falls Provincial Park and nearby 
urban and coastal areas of Campbell River tend to contain the highest conservation value. We also 
discussed potential limitations, mainly caused by the species occurrence data selectivity bias, and 
species identification accuracy. This approach would guide species and biodiversity conservation 
and land management planning in the Campbell River region.
DOI: 10.5683/sp3/7jp3nm
title: Fast Charging and Characterization Dataset for Porsche Taycan LG E66 Battery Cell and Module

description: An LG E66 pouch cell and a battery module containing twelve E66 cells (6p2s) were tested. Both the cell and module were taken from a Porsche Taycan EV from a low mileage vehicle. Characterization tests, including numerous drive cycles, constant current discharge rates, and an OCV and HPPC test, were performed at -20, -10, 0, 10, 25, and 40degC. These tests are useful for creating battery terminal voltage models and for creating SOC estimation algorithms using machine learning and filter based techniques. The battery module was opened and instrumented with a battery management system to measure cell voltages and perform cell balancing. The module was also instrumented with numerous temperature sensors, including across the face of the cells so that temperature distribution throughout the module could be measured. The module was placed on a liquid cooling plate, like that in the vehicle, and tested for fast charging rates of 0.5, 1, 1.5, and 2C, as well as with the profile used in the Porsche Taycan vehicle.