cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/ovn2ja
title: International Merchandise Trade Data by Commodity Classification, 1993
title: Données du commerce international de marchandise par classification de produit, 1993 [Text and Excel]

description: The International Merchandise Trade Data by Commodity Classification provides a Canadian perspective of imports and exports in a globally accepted format, the Harmonized Commodity Description and Coding System (HS).
description: International Merchandise Trade Data by Commodity Classification
DOI: 10.5683/sp3/mj06ep
title: Employment Dynamics, 1983-1999 [Canada] [Excel]
title: Variations de l'emploi, 1983-1999 [Canada][Excel]

description: &lt;p&gt;The Employment Dynamics is a compilation of statistical tables on employment, payroll and the number of businesses with employees for Canada, the provinces and territories. They are published annually by Statistics Canada’s Small Business and Special Surveys Division, which derives the Dynamics figures from information supplied by the Business and Labour Market Analysis Division.&lt;/p&gt; &lt;p&gt;Primarily, the tables are used to analyze how businesses of different sizes contribute to employment change
in the economy. Net year-over-year changes in total employment are broken down according to the following gross components, which are calculated for individual employment-size groupings of firms:
&lt;/p&gt; &lt;ol&gt; &lt;li&gt;Job gains attributed to newly identified employers;&lt;/li&gt; &lt;li&gt;Job losses attributed to firms that ceased to be identified as employers;&lt;/li&gt; &lt;li&gt;Job gains attributed to continuing employers that increased their respective employment levels;&lt;/li&gt; &lt;li&gt;Job losses attributed to continuing employers that decreased their respective employment levels;&lt;/li&gt; &lt;/ol&gt; &lt;p&gt;The Dynamics are also useful in that they provide estimated counts of entries and exits of businesses from the employer population in Canada.&lt;/p&gt; &lt;p&gt;The data cover all private and public sector businesses or organizations (including public administration) that issue T4 slips to employees for taxation purposes. Both incorporated and unincorporated entities are included, but only if they issue T4 slips to employees. In other words, non-employers are not included in the figures.&lt;/p&gt;
description: Employment Dynamics
DOI: 10.5683/sp3/blsyzo
title: Données du commerce international de marchandise par classification de produit, 1999
title: International Merchandise Trade Data by Commodity Classification, 1999

description: Les données du commerce international de marchandise par classification de produit soutiennent une perspective canadienne des importations et des exportations sous un format reconnu internationalement, le système harmonisé de désignation et de codification des marchandises (SH).
description: Données du commerce international de marchandise par classification de produit
DOI: 10.5683/sp3/4cswqj
title: Données du commerce international de marchandise par classification de produit, 2011
title: International Merchandise Trade Data by Commodity Classification, 2011

description: Les données du commerce international de marchandise par classification de produit soutiennent une perspective canadienne des importations et des exportations sous un format reconnu internationalement, le système harmonisé de désignation et de codification des marchandises (SH).
description: Données du commerce international de marchandise par classification de produit
DOI: 10.5683/sp3/gm65t8
title: Survey of Household Spending, 1999 [Canada] [Excel]
title: SHS, 1999 [Excel]
title: Enquête sur les Dépenses des Ménages, 1999 [Canada] [Excel]

description: &lt;p&gt;The Survey of Household Spending provides detailed information on household expenditures, dwelling characteristics, and ownership of household equipment such as appliances, audio and video equipment, and vehicles.&lt;/p&gt; &lt;p&gt;Expenditure categories include: shelter expenses, furnishings and equipment, cost of running the home, communications, child care, food, alcohol and tobacco products, clothing, gifts, medical and health care, transportation and travel, recreation, reading materials, education
, taxes, insurance payments and pension contributions. Dwelling characteristics include: type of dwelling, repairs needed (major, minor, none), tenure, year of move, period of constr
uction, number of rooms, number of bathrooms, principal heating equipment and fuel, age of principal heating equipment, principal heating fuel for hot water, and principal cooking fuel. Household equipment includes: washing machines, dryers, dishwashers, refrigerators, freezers, air conditioners, telephones, cellular phones, compact disc players, cablevision, video cassette recorders, computers, modems, internet use from home, televisions, and vehicles. Characteristics of the household, reference person, and spouse of reference person are also provided.
&lt;/p&gt; &lt;p&gt;The annual Survey of Household Spending replaces the Family Expenditure (FAMEX) Survey which was conducted approximately every four years. The last FAMEX survey was for the reference year 1996. Content from the former annual Household Facilities and Equipment (HFE) Survey is also included in the Survey of Household Spending. The last HFE survey was for the reference year 1998. Please note that when comparing data to the HIFE files, HIFE Reference Year refers to the year in which the data
was collected - based on previous year's income and spending. Therefore HIFE Reference Year 1998 collected data based on the 1997 income year. Conversly, the SHS (Survey of Household Spending) uses the term Reference Year to indicate the year of the income and spending rather than the year the data was collected. Therefore, in SHS, the 1999 Reference Year refers to 1999 income and spending, not the year (2000) in which the data was collected.
&lt;/p&gt;
description: Survey of Household Spending
description: Notes: Data refers to previous year, known as the Reference Year;
DOI: 10.5281/zenodo.17655258
title: Результати опитування експертів щодо визначення важливості компонентів у структурі готовності викладачів закладів вищої освіти до вдосконалення психолого-педагогічних дисциплін

description: НАУКОВА УСТАНОВА : Інститут педагогічної освіти і освіти дорослих імені Івана Зязюна НАПН УкраїниСТРУКТУРНИЙ ПІДРОЗДІЛ : Відділ теорії і практики педагогічної освіти

ЗАГАЛЬНА ТЕМА НАУКОВОГО ДОСЛІДЖЕННЯ (НД): Система вдосконалення викладання психолого-педагогічних дисциплін у закладах вищої освіти (фундаментальне дослідження), РК № 0125U000494 (2025-2026 рр.)

НАЗВА ДОСЛІДНИЦЬКИХ ДАНИХ: Результати опитування експертів щодо визначення важливості компонентів у структурі готовності викладачів закладів вищої освіти до вдосконалення психолого-педагогічних дисциплін

АВТОР: Петренко Лариса, доктор педагогічних наук, професор, завідувач відділу теорії і практики педагогічної освіти https://orcid.org/0000-0002-7604-7273   ОПИС ДОСЛІДНИЦЬКИХ ДАНИХ: Дані містять обчислення результатів опитування експертів щодо визначення важливості компонентів у структурі готовності викладачів закладів вищої освіти до вдосконалення психолого-педагогічних дисциплін для визначення найважливіших компонентів цього наукового концепту із переліку запропонованих.

КЛЮЧОВІ СЛОВА: заклад вищої освіти, викладач, готовність, вдосконалення викладання, психолого-педагогічні дисципліни.
DOI: 10.5281/zenodo.17655259
title: Результати опитування експертів щодо визначення важливості компонентів у структурі готовності викладачів закладів вищої освіти до вдосконалення психолого-педагогічних дисциплін

description: НАУКОВА УСТАНОВА : Інститут педагогічної освіти і освіти дорослих імені Івана Зязюна НАПН УкраїниСТРУКТУРНИЙ ПІДРОЗДІЛ : Відділ теорії і практики педагогічної освіти

ЗАГАЛЬНА ТЕМА НАУКОВОГО ДОСЛІДЖЕННЯ (НД): Система вдосконалення викладання психолого-педагогічних дисциплін у закладах вищої освіти (фундаментальне дослідження), РК № 0125U000494 (2025-2026 рр.)

НАЗВА ДОСЛІДНИЦЬКИХ ДАНИХ: Результати опитування експертів щодо визначення важливості компонентів у структурі готовності викладачів закладів вищої освіти до вдосконалення психолого-педагогічних дисциплін

АВТОР: Петренко Лариса, доктор педагогічних наук, професор, завідувач відділу теорії і практики педагогічної освіти https://orcid.org/0000-0002-7604-7273   ОПИС ДОСЛІДНИЦЬКИХ ДАНИХ: Дані містять обчислення результатів опитування експертів щодо визначення важливості компонентів у структурі готовності викладачів закладів вищої освіти до вдосконалення психолого-педагогічних дисциплін для визначення найважливіших компонентів цього наукового концепту із переліку запропонованих.

КЛЮЧОВІ СЛОВА: заклад вищої освіти, викладач, готовність, вдосконалення викладання, психолого-педагогічні дисципліни.
DOI: 10.5683/sp3/r65k4g
title: Annual Demographic Statistics, 2002 [Canada] [Excel]
title: ADS 2002
title: Statistiques démographiques annuelles, 2002 [Canada]

description: Annual Demographic Statistics contains the following data: population estimates by age and sex for Canada, the provinces, territories, census divisions and census metropolitan areas; estimates by age, sex and marital status for the provinces and territories; and estimates of the number of census families for Canada, the provinces and territories, by type of family (husband-wife, lone-parent), size of family, age of children and age and sex of parents. It also includes statistics for the demographic components that were used to produce the population estimates (births, deaths, marriages, divorces, immigration, total emigration, internal migrations and non permanent residents) by age and sex. In addition, there are highlights of current demographic trends and a description of the methodology; population data from 1971 for provinces and territories, and from 1986 for census divisions and census metropolitan areas; and animated age pyramids, which illustrate the aging of the population.
description: Annual Demographic Statistics
DOI: 10.5281/zenodo.17655182
title: Soil carbon dataset for Europe in 2009 and 2018, integrated from the LUCAS database.
DOI: 10.15468/dl.w4w32n
title: Occurrence Download

description: A dataset containing 1870 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 6.9249354018006",
 "DecimalLongitude is less than 6.92799495498499",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1870 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046468-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyr8m3
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-114.4188 31.19913, -114.2688 31.19913, -114.2688 31.34913, -114.4188 31.34913, -114.4188 31.19913))"
 ]
}

 The dataset includes 290 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046469-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/0u6wv3
title: Supplemental table 1, Adrenal cortex development and maintenance; knowledge acquired from mouse models

description: Supplemental table 1 for the paper entitled: "Adrenal cortex development and maintenance; knowledge acquired from mouse models"
DOI: 10.5683/sp3/r8fdjb
title: Image dataset of various soil types in an urban city

description: &lt;b&gt;LAR.i Laboratory - Université du Québec à Chicoutimi (UQAC)&lt;/b&gt;&lt;br&gt;
2021-08-24&lt;br&gt;

Name: Image dataset of various soil types in an urban city&lt;br&gt;&lt;br&gt;

Published journal paper:
Gensytskyy, O., Nandi, P., Otis, M.JD. et al. Soil friction coefficient estimation using CNN included in an assistive system for walking in urban areas. J Ambient Intell Human Comput 14, 14291–14307 (2023). https://doi.org/10.1007/s12652-023-04667-w

This dataset contains images of various types of soils and was used for the
project "An assistive system for walking in urban areas".
The images were taken using a smartphone camera in a vertical orientation and are high-quality.&lt;br&gt;

The files are named with two characters, being the first letter and last letter of its class name, following by their number.&lt;br&gt;&lt;br&gt;

Capture location : City of Saguenay, Quebec Canada.&lt;br&gt;

Class count : 8&lt;br&gt;
Total number of images : 493&lt;br&gt;&lt;br&gt;

Classes and number of images per class:
&lt;ul&gt;
&lt;li&gt;Asphalt (89) &lt;/li&gt;
&lt;li&gt;Concrete (80)&lt;/li&gt;
&lt;li&gt;Epoxy_coated_interior (34)&lt;/li&gt;
&lt;li&gt;Grass (90)&lt;/li&gt;
&lt;li&gt;Gravel (58)&lt;/li&gt;
&lt;li&gt;Scrattered_snow (40)&lt;/li&gt;
&lt;li&gt;Snow (68)&lt;/li&gt;
&lt;li&gt;Wood (34)&lt;/li&gt;
&lt;/ul&gt;
DOI: 10.5683/sp3/s7j0tx
title: Predicting how climate change threatens the prey base of Arctic marine predators

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Arctic sea ice loss has direct consequences for predators. Climate-driven distribution shifts of native and invasive prey species may exacerbate these consequences. We assessed potential changes by modelling the prey base of a widely distributed Arctic predator (ringed seal; Pusa hispida) in a sentinel area for change (Hudson Bay) under high- and low-greenhouse gas emissions scenarios from 1950 to 2100. All changes were relatively negligible under the low-emission scenario, but under the high-emission scenario, we projected a 50% decline in the abundance of the well-distributed, ice-adapted, and energy-rich Arctic cod (Boreogadus saida) and an increase in the abundance of smaller temperate-associated fish in southern and coastal areas. Further, our model predicted that all fish species declined in mean body size, but a 29% increase in total prey biomass. Declines in energy-rich prey and restrictions in their spatial range are likely to have cascading effects on Arctic predators.&lt;/p&gt;
description: <b>Dryad version number:</b> 3
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> https://datadryad.org/stash/share/GaxKMF0XchMtAXFEx4gtSgZ0FEgIm2kjZrhk94iz93o
<b>Storage size:</b> 13701530
<b>Visibility:</b> public
DOI: 10.5683/sp3/jsbj2p
title: Brexit Opinion Survey

description: This submission contains the dataset (Stata and SPSS versions) and survey questionnaire for the 2016 study of public opinion on Brexit.
DOI: 10.5683/sp3/dlzp3l
title: Health Care Opinions Canada and United States

description: This submission contains the dataset (Stata and SPSS versions), methodology report, and codebook for the 2011 study of health care opinions in Canada and the United States.
DOI: 10.5683/sp3/bwjmlz
title: Bonehouse -- Herschel Island -- Laser Scanning -- 20818/19

description: This dataset contains the thirty-one (31) scans of Pacific Steam Whaling Co. Bonehouse. All data was collected by the Capture2Preserv team. On 10th July, 2018, fourteen (14) exterior and four (4) interior scans were collected with the Z+F 5010X scanner and registered in Laser Control V.8.9 and further processed in AutoDesk ReCap V.6.1. Thirteen (13) scans of the interior east and west wings of the Bonehouse were collected with the Lecia BLK 360 on 8th July, 2019. Each wing was registered in AutoDesk ReCap V.6.1, but was not registered to the rest of the Bonehouse due to no overlapping scans.
description: Laser Control, 8.9.0
description: AutoDesk ReCap, 6.1
description: Published under the Creatives Common License CC BY-NC 4.0.
DOI: 10.5683/sp3/6d4vmw
title: House A3H5, Kuukpak -- Mackenzie Delta -- Laser Scanning -- Metadata -- 2016

description: This data set contains the metadata for the ten (10) scans of House A3H5, Kuukpak. All data was captured by the Capture2Presev team with the Z+F 5010X 29th June, 2016, and registered with Laser Control V.8.9 .
description: Published under the Creatives Common License CC BY-NC 4.0.
DOI: 10.5683/sp3/tqauas
title: Are musical activities associated with enhanced speech perception in noise in adults? A systematic review and meta-analysis

description: This dataset contains the data used in the meta-analysis of the study as well as the analytical scripts (R).
description: Abstract: The ability to process speech in noise (SPiN) declines with age, with a detrimental impact on life quality. Music-making activities such as singing and playing a musical instrument have raised interest as potential prevention strategies for SPiN perception decline because of their positive impact on several brain system, especially the auditory system, which is critical for SPiN. However, the literature on the effect of musicianship on SPiN performance has yielded mixed results. By critically assessing the existing literature with a systematic review and a meta-analysis, we aim to provide a comprehensive portrait of the relationship between music-making activities and SPiN in different experimental conditions. 38/49 articles, most focusing on young adults, were included in the quantitative analysis. The results show a positive relationship between music-making activities and SPiN, with the strongest effects found in the most challenging listening conditions, and little to no effect in less challenging situations. This pattern of results supports the notion of a relative advantage for musicians on SPiN performance and clarify the scope of this effect. However, further studies, especially with older adults, using adequate randomization methods, are needed to extend the present conclusions and assess the potential for musical activities to be used to mitigate SPiN decline in seniors.
DOI: 10.5683/sp3/xnn0m2
title: University of Toronto Daniels Faculty Lidar
title: Lidar dataset of the University of Toronto's Daniels Building, 1 Spadina Crescent, Toronto, ON M5S 2J5

description: &lt;p&gt;This dataset was deposited by Sky Analytics Inc. A live drone demo in collaboration with the Daniels Faculty was conducted in May 2021. The objective of the demo was to provide insight as to how drones with various payload configurations can be valuable spatial data collection tools for localized sites. An accompanying video is available on YouTube, here: &lt;a href="https://www.youtube.com/watch?v=rmBjgnOvxOA&t=124s"&gt;https://www.youtube.com/watch?v=rmBjgnOvxOA&t=124s&lt;/a&gt; The dataset is comprised of two data files. One is a mobile scan captured by a vehicle mounted with a LIDAR system and a UAV Calibrated file that is a classified point cloud dataset capture with a drone-mounted system. 
&lt;/p&gt;
&lt;p&gt;
See also &lt;a href="http://geo1.scholarsportal.info/#r/details/_uri@=2062614339"&gt;http://geo1.scholarsportal.info/#r/details/_uri@=2062614339&lt;/a&gt;
&lt;/p&gt;
DOI: 10.5683/sp3/4inxgq
title: RCMP Dog Kennels and Runs -- Herschel Island -- Laser Scanning -- Metadata -- 2019

description: This dataset contains the metadata for the nine (9) point cloud files of the RCMP Dog Kennels and Runs. Only the interior was captured by the Capture2Presev team on 31st July, 2019. The nine (9) scans were collected with the Leica BLK 360 and registered with AutoDesk ReCap Mobile and Pro V.6.1.
description: Published under the Creatives Common License CC BY-NC 4.0.
DOI: 10.5683/sp3/r8pgp8
title: Replication Data for: Modelling and Reasoning about Uncertainty in Goal Models: A Decision-Theoretic Approach

description: This reproducibility and data package accompanies the SoSym 2021 paper submission titled Modelling and Reasoning about Uncertainly in Goal Models: A Decision-Theoretic Approach.
DOI: 10.5683/sp3/5hmban
title: Data for non-target interactions and humaneness evaluation on a captive-bolt trap for commensal rodents

description: The Goodnature® A24 automatic rat trap is a self-resetting captive-bolt trap powered by pressurized CO2. Little research has examined the humaneness of the trap or its potential to harm non-target mammals and birds. This study aimed to identify potential risks to non-target animals. 17 traps, each paired with a motion-activated video camera, were deployed at two sites where rodents were present. In a nine-week study, traps were baited but not activated, and a blocking device (“blocker”) was used in a cross-over design to evaluate its potential at reducing non-target strikes. Once the researchers were confident in avoiding non-target strikes, the traps were activated and recorded for 19 weeks across two different locations to evaluate humaneness. Surprisingly, only 11 trap triggers and eight kills were observed across the two locations. The eight observed kills included 3 house mice, 4 deer mice, and 1 grey squirrel. The Goodnature® A24 traps presented low risks to non-target animals, and the use of blockers effectively removed the risks to the common non-target species with the exception of one shrew in Study 1 and one squirrel in Study 2.
description: Study 1 - Non-target interactions
Study 2 - Humaneness evaluation

Data were collected by reviewing video retrieved from cameras twice weekly. For each 30-sec segment of video, a record was made of the date and time, the trap site number, whether or not it included a blocker, the type of bait (Study 2), the species of animal, and the animal’s behaviour coded according to the following definitions: 

- No interaction (NI): An animal passes in and out of the video frame without appearing to sniff, handle or direct attention to the trap.
- Investigates trap (IT): An animal approaches the trap and appears to smell or visually inspect the trap.
- Touches trap (TT): An animal physically touches the external surfaces of the trap with paws, limbs, or other body parts. This includes apparent direct manipulation or apparently inadvertent touching. 
- Limb in trap (LT): An animal’s limb (other than head, nose) enters the trap body. 
- Enters trap (ET): An animal inserts the nose, head, or whole body (small animals) inside the body of the trap. 

Animals were given a unique identifier for each 30-sec segment of video, to distinguish where they performed more than one behaviour in each 30-sec segment.
DOI: 10.5683/sp3/rwcqxv
title: Supplementary material: Effect of a milk by-product based calf starter feed on dairy calf nutrient consumption, rumen development, and performance when fed different milk levels

description: The objective of this study was to determine the effect of a milk by-product based feed treatment compared to a conventional grain-based ration on feed intakes, rumen development, and growth of heifer calves fed two different levels of milk. This data is from mixed linear models, with the data presented for treatments separated by factor (milk treatment and feed treatment) rather than the treatment interactions.
description: SAS