cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/9fnlir
title: Age Differences in the Experience of Everyday Happiness: The Role of Thinking About the Future

description: The dataset, R code and study materials were used for all analyses reported in: Choi, Y., Lay, J., Lu, M., Jiang, D., Peng, M., & Hoppmann, C. A. (2023). Age Differences in the Experience of Everyday Happiness: The Role of Thinking About the Future
DOI: 10.5683/sp3/rz2jjk
title: Replication Data for: Contamination of maize silage with Bacillus and Clostridium spores and effects on the fermentation and microbial community, with or without inoculation by Lentilactobacillus buchneri NCIMB 40788

description: This data represents the data used in the Fermentation article "Contamination of maize silage with Bacillus and Clostridium spores and effects on the fermentation and microbial community, with or without inoculation by Lentilactobacillus buchneri NCIMB 40788". It contains raw fastq files (16S and ITS1 community sequencing), physicochemical profiles, NMR data, and metadata for all silage samples.
DOI: 10.5683/sp3/e9py6q
title: Additional computational chemistry data for: An Atlas of the base inter-RNA stacks involved in bacterial translation

description: A list of all analyzed stacking interactions, including their geometric, spatial, and energetic parameters; optimized structures of all systems used to generate that list.
DOI: 10.5683/sp3/0lrcgz
title: Digital Negotiation History of NAFTA Chapter 11

description: Digitized and structured dataset of negotiation drafts leading up to the conclusion of investment Chapter 11 of the North American Free Trade Agreement (NAFTA). The dataset includes 117 draft versions of the NAFTA text representing the text proposals of Mexico, Canada and the United States from January 1991 to April 1993 in 39 successive draft rounds. Each text's structure has been manually aligned to fit the ultimate structure of the NAFTA Chapter 11. The dataset thereby allows researchers to use digital humanity tools to trace how the negotiation of NAFTA Chapter 11 unfolded for each article.
DOI: 10.5683/sp3/t7itrm
title: Replication Data for: Searches as data: Archiving and sharing search strategies using an institutional data repository

description: This is the dataset containing download metrics for the McGill Librarian Knowledge Synthesis collection within the McGill University Dataverse collection. There is a raw dataset containing the original metrics data downloaded from Borealis covering July 2022 through July 2023. There is a second dataset which is a copy of the original dataset, but where irrelevant sheets have been removed and the McGill KS librarian collections have been filtered and copied into a new sheet. The total downloads since 2021 are maintained in a column in that sheet and there is a formula to calculate the total number of downloads (removing the dataset containing the DMP and README documentation).
DOI: 10.5683/sp3/xmqlak
title: Probiotic Lactobacillus strains decrease the susceptibility of Salmonella Typhimurium to the last resort antibiotic Azithromycin.

description: Bacteria are involved in many interactions during events of co-infection and among microbial populations such as the gut microbiota. Salmonella enterica serovar Typhimurium is an important foodborne pathogen and a great model to study interactions that may occur in a microbial community. When antibiotic treatments are required, Salmonella is typically treated with first line antibiotics like fluoroquinolones or azithromycin (AZM). In the present study, we found that when S. Typhimurium is co-cultured with the probiotic strains of Lactobacillus spp., a change in the pathogen’s susceptibility to AZM occurs. More data and informations regarding this project can be found in Lya Blais's memoire.
description: Documents found here are supplementary figures related to the research of Lya Blais, MSc and Jean-Philippe Côté, PhD.
DOI: 10.5683/sp3/rb6d6x
title: Replication Data for: "Libration and precession driven dissipation in the fluid cores of the TRAPPIST-1 planets"

description: Jupyter Notebook that contains all calculations of the paper, and reproduces all tables and figures
DOI: 10.5683/sp3/r4v8bu
title: Audio recording of Galleria Shopping Centre demolition in 2020

description: Audio recording of Galleria Shopping Centre demolition in 2020
DOI: 10.5683/sp3/07tnok
title: Replication Data for: CPEDB presents annual data on 12 developed capitalist countries

description: The main SPSS dataset of over 700 variables covers 11 sections on 12 developed capitalist electoral democracies. (see Outline file included here for an overview of both sections and countries included, with the names in order of every variable and label.) The second SPSS file is of 29 variables of Covid-related daily data from OWID website that covers the same 12 countries from the start of Covid-19 in January 2020 to Aug 2, 2023.
description: Carleton University students, staff, and faculty
description: If you have questions or comments about this dataset, please contact my personal email address at wallys@blackcreekfarm.ca .
DOI: 10.5683/sp3/eqn2g3
title: Supplemental Data: Role and attitudes of veterinarians in the promotion of positive welfare states for dairy cattle

description: All data, code, and materials used in quantitative and qualitative analysis.
DOI: 10.15468/dl.8ssydb
title: Occurrence Download

description: A dataset containing 284679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caprimulgus europaeus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 284679 records from 1484 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046797-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14288/1.0373479
title: Web Appendix 1. Multinomial Logistical Regression Results for Chapter 6 [of] "The New NDP: Moderation, Modernization, and Political Marketing"

description: Web Appendices 1 and 2, "Multinomial Logistical Regression Results" for Chapters 6 and 7 in David McGrane, "The New NDP: Moderation, Modernization, and Political Marketing," (Vancouver: UBC Press, 2019). Book description: The New NDP is the definitive account of the evolution of the New Democratic Party’s political marketing strategy in the early twenty-first century. In 2011, the federal NDP achieved its greatest electoral success – becoming the Official Opposition under Jack Layton’s leadership. Through interviews with operatives, analyses of platforms, and surveys of NDP members, voters, and MPs, David McGrane argues that the party’s electoral success during the Layton years was a direct result of the moderation of its ideology and modernization of its campaign structures. Those changes brought the party closer to governing than ever before but ultimately not into power. McGrane then poses a difficult question: Was remaking the NDP message and revitalizing its campaign model the right choice after all, considering it fell to its perennial third-party spot in 2015? The New NDP examines Canada’s NDP at a pivotal time in its history and provides lessons for progressive parties on how to win elections in the age of the internet, big data, and social media.
DOI: 10.17632/cg65h3jhf5
title: Ecosystem Services Indicators for the Medicinal and Aromatic Potential of poorly studied Plant Taxa: an Application on the Endemic Flora of the Peloponnese, Greece

description: Article's abstract: The interest in new natural products and herbal raw materials increases in a variety of scientific and industrial fields, but many plant taxa of restricted distribution tend to be overlooked as potential assets. Their large number precludes their study and valorization. Therefore, there is a dire need to develop tools for assessing the plant taxa potential as ecosystem service providers, to prioritize the research efforts and to enhance conservation priorities. With the aim to identify taxa of interest as potential medicinal and aromatic plants (MAP), among the taxa of a given flora, we developed a set of indicators. These indicators are based on the available scientific literature and are formulated even for taxa of restricted distribution, based on their closely related species in terms of phylogeny, taxonomy (same species, or same genus within the flora), or in use as approved herbal medicine or edible crop. The developed indicators are herein applied to the endemic flora of the Peloponnese, a floristic region of Greece with high total- and endemic- species diversity. Even though only 12.5% of the endemic taxa have previously been documented as MAP, the use of indicators suggests 58.3% of the flora as of non-null MAP potential (Indicator I1), while 74.1% of the taxa obtained a non-null value of Study Interest Index (Indicator I2). The results suggest 25 taxa as of high MAP potential, whereas 24 taxa are emphasized as of high-priority for further studies. This is, to our knowledge, the first attempt to establish a systematic literature-based method to assess potentially significant edible, medicinal and/or aromatic taxa.

This dataset contains:
FULL: The basic dataset of properties and components for the studied flora and its relatives, with calculated variables of use in the calculation of the indicators, and values of indicators, per taxon. The document is made available in two formats (.xlsx and .csv).
Review...: The full bibliography related to the properties of the endemic and related taxa.
DOI: 10.17632/cg65h3jhf5.4
title: Ecosystem Services Indicators for the Medicinal and Aromatic Potential of poorly studied Plant Taxa: an Application on the Endemic Flora of the Peloponnese, Greece

description: Article's abstract: The interest in new natural products and herbal raw materials increases in a variety of scientific and industrial fields, but many plant taxa of restricted distribution tend to be overlooked as potential assets. Their large number precludes their study and valorization. Therefore, there is a dire need to develop tools for assessing the plant taxa potential as ecosystem service providers, to prioritize the research efforts and to enhance conservation priorities. With the aim to identify taxa of interest as potential medicinal and aromatic plants (MAP), among the taxa of a given flora, we developed a set of indicators. These indicators are based on the available scientific literature and are formulated even for taxa of restricted distribution, based on their closely related species in terms of phylogeny, taxonomy (same species, or same genus within the flora), or in use as approved herbal medicine or edible crop. The developed indicators are herein applied to the endemic flora of the Peloponnese, a floristic region of Greece with high total- and endemic- species diversity. Even though only 12.5% of the endemic taxa have previously been documented as MAP, the use of indicators suggests 58.3% of the flora as of non-null MAP potential (Indicator I1), while 74.1% of the taxa obtained a non-null value of Study Interest Index (Indicator I2). The results suggest 25 taxa as of high MAP potential, whereas 24 taxa are emphasized as of high-priority for further studies. This is, to our knowledge, the first attempt to establish a systematic literature-based method to assess potentially significant edible, medicinal and/or aromatic taxa.

This dataset contains:
FULL: The basic dataset of properties and components for the studied flora and its relatives, with calculated variables of use in the calculation of the indicators, and values of indicators, per taxon. The document is made available in two formats (.xlsx and .csv).
Review...: The full bibliography related to the properties of the endemic and related taxa.
DOI: 10.15468/dl.fj2fha
title: Occurrence Download

description: A dataset containing 522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Festuca pratensis, Festuca pratensis, Festuca pratensis, Festuca pratensis, Festuca pratensis, Schedonorus pratensis, Festuca elatior, Festuca elatior)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 522 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000469-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6g35cy43jk
title: UMAT-to-VUMAT Conversion Code for Abaqus

description: This repository provides a UMAT-to-VUMAT conversion code that assists in migrating user material subroutines from Abaqus/Standard (UMAT) to Abaqus/Explicit (VUMAT). The code automates key interface and data-structure translations (e.g., stress/strain component ordering and state-variable handling) and generates a VUMAT-ready template. The conversion workflow is intended to reduce manual editing effort and common implementation errors when transferring constitutive models between implicit and explicit solvers. 
The package includes the conversion scripts, parallel Fortran 90/95 (free-form) and Fortran 77 (fixed-form) source files, and brief usage notes. 
The release is distributed under GNU GPL v2.0; portions of this release are derived from upstream GPLv2 code by Bienen et al. (2014); the original source is available at https://soilmodels.com/download/vumat_umatinterface-zip/
Users should verify the converted VUMAT against element-level benchmarks and problem-specific tests before production analyses.
DOI: 10.17632/6g35cy43jk.1
title: UMAT-to-VUMAT Conversion Code for Abaqus

description: This repository provides a UMAT-to-VUMAT conversion code that assists in migrating user material subroutines from Abaqus/Standard (UMAT) to Abaqus/Explicit (VUMAT). The code automates key interface and data-structure translations (e.g., stress/strain component ordering and state-variable handling) and generates a VUMAT-ready template. The conversion workflow is intended to reduce manual editing effort and common implementation errors when transferring constitutive models between implicit and explicit solvers. 
The package includes the conversion scripts, parallel Fortran 90/95 (free-form) and Fortran 77 (fixed-form) source files, and brief usage notes. 
The release is distributed under GNU GPL v2.0; portions of this release are derived from upstream GPLv2 code by Bienen et al. (2014); the original source is available at https://soilmodels.com/download/vumat_umatinterface-zip/
Users should verify the converted VUMAT against element-level benchmarks and problem-specific tests before production analyses.
DOI: 10.17632/xhbc9mz848.1
title: Dataset: Plant growth and soil microbial data from co-inoculation of halotolerant Bacillus strain and AMF in saline soils

description: This dataset contains all experimental data supporting the research on a novel “halophyte-PGPR-AMF” synergistic strategy for saline-alkali land remediation. The study investigated the synergistic effects of a novel halotolerant plant growth-promoting rhizobacterium (PGPR) and arbuscular mycorrhizal fungi (AMF) on plant growth under saline stress conditions.The dataset comprises four main components:
1. In vitro Plant Growth-Promoting (PGP) Traits of 30 Salt-Tolerant Isolates:
This component contains the quantitative screening results from biochemical assays evaluating the PGP potential of 30 distinct salt-tolerant bacterial strains isolated from the rhizosphere of Suaeda salsa. The data led to the identification of the most promising candidate, Bacillus sp. strain 29. Key metrics for all isolates include ACC deaminase activity, indole-3-acetic acid (IAA) production, phosphate solubilization efficiency, potassium mobilization, and nitrogen fixation.
2. Pot Experiment: Function of Dominant Strain and Synergy on Suaeda salsa:
This component includes the raw data from a pot experiment designed to dissect the individual and interactive effects of the selected PGPR strain 29 and AMF on the native halophyte Suaeda salsa under saline stress. The experiment comprised four treatment groups: non-inoculation control (CK), AMF mono-inoculation (AM), PGPR mono-inoculation (PG), and PGPR+AMF co-inoculation (AP). Data includes plant growth parameters (fresh weight, root length, etc.) and corresponding soil physicochemical properties.
4. Validation Pot Experiment: Synergistic Effects of Co-inoculation on Four Plant Species:
This component contains the raw data from a validation pot experiment designed to test the broad-spectrum efficacy of the PGPR-AMF co-inoculation strategy. Four plant species—Suaeda salsa (Su.s), Medicago sativa (Me.s), Nicotiana tabacum (Ni.t), and Zea mays (Ze.s)—were subjected to two treatments: non-inoculation control (CK) and PGPR-AMF co-inoculation (AP). Data includes phenotypic biomass measurements for all species, enabling comparative analysis of interspecific variations in response to microbial co-inoculation under saline conditions.
4. 16S rRNA Gene Sequence of Bacillus sp. Strain 29:
This component provides the primary molecular data for the taxonomic identification of the key bacterial inoculant used in this study. It contains the raw, nearly full-length 16S rRNA gene sequence of the halotolerant Bacillus sp. strain 29, obtained via Sanger sequencing, provided in FASTA format.
DOI: 10.17632/ngf56x9dfs.1
title: Some data related to LLJ

description: This database was created to create accessible links for my manuscript
DOI: 10.6084/m9.figshare.31093528
title: Literature list supporting “Towards a systematic framework to assess restoration success of interventions in coral reef ecosystems”

description: Here, we compile a bibliographic list to support the understanding and implementation of coral restoration using robust experimental design grounded in ecology
DOI: 10.6084/m9.figshare.31093528.v1
title: Literature list supporting “Towards a systematic framework to assess restoration success of interventions in coral reef ecosystems”

description: Here, we compile a bibliographic list to support the understanding and implementation of coral restoration using robust experimental design grounded in ecology
DOI: 10.17632/hy5v62xxpm.1
title: A study of Enalaprilat reverses neutrophil polarization imbalance via targeting taurine-STING axis for treatment of diabetic wounds. Lu et al.
DOI: 10.17632/nb6v979284
title: Renewable electricity data and policy

description: This dataset supports research that looks at how policies influence renewable elctricity generation. It combines data from the World Development Indicators on GDP per capita, control of corruption percentile ranking, amount of non-hydro renewable electricity generated in kilowatt-hour per capita (kWh/capita), the percentage of electricity generated from non-hydro renewables of biomass, geothermal, solar, and wind. It also includes polices relevant for renewable elctricity adoption collected from the World Bank’s Regulatory Indicators for Sustainable Energy (RISE). It also includes an assessment of policy implementation from Renewables Readiness Assessment (RRA) country reports the IRENA and Country Energy Profiles by the International Energy Agency (IEA). The dataset includes the data from 71 developing countries.
DOI: 10.17632/nb6v979284.1
title: Renewable electricity data and policy

description: This dataset supports research that looks at how policies influence renewable elctricity generation. It combines data from the World Development Indicators on GDP per capita, control of corruption percentile ranking, amount of non-hydro renewable electricity generated in kilowatt-hour per capita (kWh/capita), the percentage of electricity generated from non-hydro renewables of biomass, geothermal, solar, and wind. It also includes polices relevant for renewable elctricity adoption collected from the World Bank’s Regulatory Indicators for Sustainable Energy (RISE). It also includes an assessment of policy implementation from Renewables Readiness Assessment (RRA) country reports the IRENA and Country Energy Profiles by the International Energy Agency (IEA). The dataset includes the data from 71 developing countries.
DOI: 10.17632/std5c599zh
title: Pleiotropic effects of the milk somatic cell transcriptome associated with feed efficiency and immunity in Holstein dairy cows_Supplementary Material

description: This is the supplementary date to accompany the manuscript titled Pleiotropic effects of the milk somatic cell transcriptome associated with feed efficiency and immunity in Holstein dairy cows. 

Supplementary Table 1: Descriptive statistics of samples sent for sequencing analysis with their corresponding animal ID, DIM statistics and RFI 
Supplementary Table 2:
Supplementary Table 3: Genomic coordinates of the 36 differentially expressed genes in the milk somatic cells of 39 Holstein dairy cows for QTL analysis
Supplementary Table 4: Previously annotated QTL within the genomic regions of the list of 36 differentially expressed genes from the milk somatic cells of 39 Holstein dairy cows 
Supplementary Table 5: Significantly enriched QTL within the genomic regions of the list of 36 differentially expressed genes from the milk somatic cells of 39 Holstein dairy cows
DOI: 10.17632/std5c599zh.2
title: Pleiotropic effects of the milk somatic cell transcriptome associated with feed efficiency and immunity in Holstein dairy cows_Supplementary Material

description: This is the supplementary date to accompany the manuscript titled Pleiotropic effects of the milk somatic cell transcriptome associated with feed efficiency and immunity in Holstein dairy cows. 

Supplementary Table 1: Descriptive statistics of samples sent for sequencing analysis with their corresponding animal ID, DIM statistics and RFI 
Supplementary Table 2:
Supplementary Table 3: Genomic coordinates of the 36 differentially expressed genes in the milk somatic cells of 39 Holstein dairy cows for QTL analysis
Supplementary Table 4: Previously annotated QTL within the genomic regions of the list of 36 differentially expressed genes from the milk somatic cells of 39 Holstein dairy cows 
Supplementary Table 5: Significantly enriched QTL within the genomic regions of the list of 36 differentially expressed genes from the milk somatic cells of 39 Holstein dairy cows
DOI: 10.17632/76n32z3zsc
title: Empowering Studentpreneurs: How Artificial Intelligence Literacy Shapes Critical Thinking Skills

description: AI literacy refers to a comprehensive set of competencies involving the ability to understand, use, identify, evaluate, create, and manage interactions with AI systems in an effective and ethical manner (Ding et al., 2025). Critical thinking, on the other hand, is conceptualized as a mode of thinking that emphasizes analytical processes, evaluative judgment, and logical reasoning to generate rational and measurable decisions (Crilly, 2025).
DOI: 10.17632/76n32z3zsc.1
title: Empowering Studentpreneurs: How Artificial Intelligence Literacy Shapes Critical Thinking Skills

description: AI literacy refers to a comprehensive set of competencies involving the ability to understand, use, identify, evaluate, create, and manage interactions with AI systems in an effective and ethical manner (Ding et al., 2025). Critical thinking, on the other hand, is conceptualized as a mode of thinking that emphasizes analytical processes, evaluative judgment, and logical reasoning to generate rational and measurable decisions (Crilly, 2025).