cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14498025.v1
title: Figure 2

description: Figure 2 dataset
DOI: 10.25318/3310020601-eng
title: Importance of reasons for bringing professional services activities to Canada, by industry and enterprise size

description: Percentage of enterprises for which specific reasons for bringing professional services activities to Canada were not at all important, somewhat important, important or very important, by North American Industry Classification System (NAICS) code and enterprise size, based on a three-year observation period. Reasons for bringing business activities to Canada include cost savings from locating abroad did not materialize (lower operating costs), labour costs abroad have risen (lower labour costs in Canada), better quality of labour or resources in Canada, lower Canadian dollar, consolidating number of suppliers, tax or other financial incentives, concerns about intellectual property, proximity to customers or other logistical issues, and other reasons related to professional services.
DOI: 10.25318/3310020601-fra
title: Importance des raisons de relocaliser des activités de services professionnels au Canada, selon l'industrie et la taille de l’entreprise

description: Pourcentage d’entreprises pour lesquelles certaines raisons de la relocalisation des activités de services professionnels au Canada n’étaient pas importantes du tout ou étaient peu importantes, importantes, très importantes ou sans objet, selon le code du Système de classification des industries de l’Amérique du Nord (SCIAN) et la taille de l’entreprise, sur une période d’observation de trois ans. Les raisons de la relocalisation de ces activités au Canada peuvent comprendre les suivantes : non-réalisation des économies de coûts (diminution des coûts d’exploitation) découlant de la délocalisation des activités à l’étranger, augmentation des coûts de la main-d’œuvre à l’étranger (diminution des coûts de la main-d’œuvre au Canada), qualité supérieure de la main-d’œuvre ou des ressources au Canada, affaiblissement du dollar canadien, regroupement de plusieurs fournisseurs, incitatifs fiscaux ou autres incitatifs financiers, préoccupations relatives à la propriété intellectuelle, proximité des clients ou autres questions de logistique et autres motifs relatifs aux services professionnels.
DOI: 10.5281/zenodo.4730815
title: "It's a war! It's a fight! It's a shielding!": Framing effects in times of the Corona crisis

description: This dataset includes data from several studies testing the effectiveness of warfare metaphors in the COVID-19 pandemic. For more information please visit the Open Science Framework project page: DOI 10.17605/OSF.IO/TG7K8
DOI: 10.5281/zenodo.4730814
title: "It's a war! It's a fight! It's a shielding!": Framing effects in times of the Corona crisis

description: This dataset includes data from several studies testing the effectiveness of warfare metaphors in the COVID-19 pandemic. For more information please visit the Open Science Framework project page: DOI 10.17605/OSF.IO/TG7K8
DOI: 10.5281/zenodo.4730842
title: GVDB genomes and predicted proteins

description: Genomes used in the GVDB, their encoded proteins, protein annotations, and associated metadata
DOI: 10.5281/zenodo.4730841
title: GVDB genomes and predicted proteins

description: Genomes used in the GVDB, their encoded proteins, protein annotations, and associated metadata
DOI: 10.15468/t8ykcv
title: Redescription of Sternomoera moneronensis (Crustacea: Amphipoda: Gammaridea) from Moneron Island, the Russian Far East

description: This dataset contains the digitized treatments in Plazi based on the original journal article Tomikawa, Ko, Sidorov, Dmitry A. (2014): Redescription of Sternomoera moneronensis (Crustacea: Amphipoda: Gammaridea) from Moneron Island, the Russian Far East. Species Diversity 19 (1): 35-41, DOI: 10.12782/sd.19.1.035, URL: http://dx.doi.org/10.12782/sd.19.1.035
DOI: 10.25318/3310020701-eng
title: Importance of reasons for bringing engineering and research and development (R&D) services activities to Canada, by industry and enterprise size

description: Percentage of enterprises for which specific reasons for bringing engineering and research and development (R&D) services activities to Canada were not at all important, somewhat important, important or very important, by North American Industry Classification System (NAICS) code and enterprise size, based on a three-year observation period. Reasons for bringing business activities to Canada include cost savings from locating abroad did not materialize (lower operating costs), labour costs abroad have risen (lower labour costs in Canada), better quality of labour or resources in Canada, lower Canadian dollar, consolidating number of suppliers, tax or other financial incentives, concerns about intellectual property, proximity to customers or other logistical issues, and other reasons related to engineering and research and development (R&D) services.
DOI: 10.5281/zenodo.4728209
title: Giant Virus Orthologous Groups (GVOGs)

description: Hidden Markov Models of GVOGs and their associated functional annotations.
DOI: 10.5281/zenodo.4728208
title: Giant Virus Orthologous Groups (GVOGs)

description: Hidden Markov Models of GVOGs and their associated functional annotations.
DOI: 10.25318/3310020701-fra
title: Importance des raisons de relocaliser des activités de services d’ingénierie et de recherche et développement (R-D) au Canada, selon l'industrie et la taille de l’entreprise

description: Pourcentage d’entreprises pour lesquelles certaines raisons de la relocalisation des activités de services d’ingénierie et de recherche et développement (R-D) au Canada n’étaient pas importantes du tout ou étaient peu importantes, importantes, très importantes ou sans objet, selon le code du Système de classification des industries de l’Amérique du Nord (SCIAN) et la taille de l’entreprise, sur une période d’observation de trois ans. Les raisons de la relocalisation de ces activités au Canada peuvent comprendre les suivantes : non-réalisation des économies de coûts (diminution des coûts d’exploitation) découlant de la délocalisation des activités à l’étranger, augmentation des coûts de la main-d’œuvre à l’étranger (diminution des coûts de la main-d’œuvre au Canada), qualité supérieure de la main-d’œuvre ou des ressources au Canada, affaiblissement du dollar canadien, regroupement de plusieurs fournisseurs, incitatifs fiscaux ou autres incitatifs financiers, préoccupations relatives à la propriété intellectuelle, proximité des clients ou autres questions de logistique et autres motifs relatifs aux services d’ingénierie et de recherche et développement (R-D).
DOI: 10.5281/zenodo.4555956
title: Depth and evenness of sequence coverage are associated with assembly quality, genome structure, and choice of sequencing platform in archived plastid genomes

description: In plastid genomes, the depth and evenness of sequence coverage are considered important indicators for assembly quality. However, the precise manifestations that sequencing depth and evenness can have in their assembly, as well as any differences across individual genome sections, have yet to be evaluated. This investigation aims to identify the impact that sequencing depth and evenness can have on the assembly of plastid genomes and how both metrics are related to plastid genome structure. Specifically, we assess if sequencing evenness and reduced sequencing depth have significant correlations with, or significant differences among, individual genome sections, two assembly quality metrics, the sequencing platforms employed for genome sequencing, and the software tools used for genome assembly. To that end, we retrieve published plastid genomes as well as their sequence reads and genome metadata from public databases, measure sequencing depth and evenness across their sequences, and test several hypotheses on genome assembly and structure in a non-parametric statistical framework. The results of our analyses show significant differences in sequencing depth across the four structural partitions as well as between the coding and non-coding sections of the plastid genomes, a significant correlation between sequencing evenness and the number of ambiguous nucleotides per genome, and significant differences in sequencing evenness between various sequencing platforms. Based on these results, we conclude that the observed differences and correlations are not a product of chance alone but possibly genuine manifestations of sequencing depth and evenness during the assembly of these genomes.
DOI: 10.5281/zenodo.4555955
title: Depth and evenness of sequence coverage are associated with assembly quality, genome structure, and choice of sequencing platform in archived plastid genomes

description: In plastid genomes, the depth and evenness of sequence coverage are considered important indicators for assembly quality. However, the precise manifestations that sequencing depth and evenness can have in their assembly, as well as any differences across individual genome sections, have yet to be evaluated. This investigation aims to identify the impact that sequencing depth and evenness can have on the assembly of plastid genomes and how both metrics are related to plastid genome structure. Specifically, we assess if sequencing evenness and reduced sequencing depth have significant correlations with, or significant differences among, individual genome sections, two assembly quality metrics, the sequencing platforms employed for genome sequencing, and the software tools used for genome assembly. To that end, we retrieve published plastid genomes as well as their sequence reads and genome metadata from public databases, measure sequencing depth and evenness across their sequences, and test several hypotheses on genome assembly and structure in a non-parametric statistical framework. The results of our analyses show significant differences in sequencing depth across the four structural partitions as well as between the coding and non-coding sections of the plastid genomes, a significant correlation between sequencing evenness and the number of ambiguous nucleotides per genome, and significant differences in sequencing evenness between various sequencing platforms. Based on these results, we conclude that the observed differences and correlations are not a product of chance alone but possibly genuine manifestations of sequencing depth and evenness during the assembly of these genomes.
DOI: 10.6084/m9.figshare.14183567
title: Transcriptome and meta-transcriptome of Nonionella stella and Bolivina argentea (Foraminifera, Rhizaria)

description: Transcriptome and meta-transcriptome data from two foraminiferal species, <i>Nonionella stella</i> and <i>Bolivina argentea </i>(Foraminifera, Rhizaria). These are two of the most abundant micro-eukaryotic species inhabiting sediments of Santa Barbra Basin (California, USA). The primary objective of this project was to identify the different energy metabolic pathways that enabled these benthic foraminifera to survive in oxygen-depleted, sometimes sulfidic sediment. <br>
DOI: 10.6084/m9.figshare.14183567.v1
title: Transcriptome and meta-transcriptome of Nonionella stella and Bolivina argentea (Foraminifera, Rhizaria)

description: Transcriptome and meta-transcriptome data from two foraminiferal species, <i>Nonionella stella</i> and <i>Bolivina argentea </i>(Foraminifera, Rhizaria). These are two of the most abundant micro-eukaryotic species inhabiting sediments of Santa Barbra Basin (California, USA). The primary objective of this project was to identify the different energy metabolic pathways that enabled these benthic foraminifera to survive in oxygen-depleted, sometimes sulfidic sediment. <br>
DOI: 10.25318/3310020801-eng
title: Importance of reasons for bringing general management services activities to Canada, by industry and enterprise size

description: Percentage of enterprises for which specific reasons for bringing general management services activities to Canada were not at all important, somewhat important, important or very important, by North American Industry Classification System (NAICS) code and enterprise size, based on a three-year observation period. Reasons for bringing business activities to Canada include cost savings from locating abroad did not materialize (lower operating costs), labour costs abroad have risen (lower labour costs in Canada), better quality of labour or resources in Canada, lower Canadian dollar, consolidating number of suppliers, tax or other financial incentives, concerns about intellectual property, proximity to customers or other logistical issues, and other reasons related to general management services.
DOI: 10.5286/isis.e.rb2010638-2
title: Unravelling the interfacial structure of crude oil/saltwater/surfactant system with temperature and under shear

description: Surface engineered sponges (SEnS) are emerging absorbents for the recovery of crude oil microdroplets from wastewater. For practical viability, the physicochemical surface structures of the SEnS need to engineered to compliment the physicochemical structure and properties of surfactant-stabilized oil microdroplets in saltwater. This work aims to determine the interfacial structure of the crude oil/seawater/surfactant system using Rheo-SANS. Specifically, the influence of surfactant concentration, temperature, and shear rate on the structure and rheological properties of emulsions will be evaluated. The results will indicate where transitions between structures such as interdigitated lamellar, lamellar crystalline aggregates, and micellar occur. These findings will enable prediction in variability in oil microdroplets adhesion to the SEnS surface and adsorption kinetics.
DOI: 10.25318/3310020801-fra
title: Importance des raisons de relocaliser des activités de services de gestion générale au Canada, selon l'industrie et la taille de l’entreprise

description: Pourcentage d’entreprises pour lesquelles certaines raisons de la relocalisation des activités de services de gestion générale au Canada n’étaient pas importantes du tout ou étaient peu importantes, importantes, très importantes ou sans objet, selon le code du Système de classification des industries de l’Amérique du Nord (SCIAN) et la taille de l’entreprise, sur une période d’observation de trois ans. Les raisons de la relocalisation de ces activités au Canada peuvent comprendre les suivantes : non-réalisation des économies de coûts (diminution des coûts d’exploitation) découlant de la délocalisation des activités à l’étranger, augmentation des coûts de la main-d’œuvre à l’étranger (diminution des coûts de la main-d’œuvre au Canada), qualité supérieure de la main-d’œuvre ou des ressources au Canada, affaiblissement du dollar canadien, regroupement de plusieurs fournisseurs, incitatifs fiscaux ou autres incitatifs financiers, préoccupations relatives à la propriété intellectuelle, proximité des clients ou autres questions de logistique et autres motifs relatifs aux services de gestion générale.
DOI: 10.25318/3310020901-eng
title: Importance of reasons for bringing all other business activities to Canada, by industry and enterprise size

description: Percentage of enterprises for which specific reasons for bringing all other business activities to Canada were not at all important, somewhat important, important or very important, by North American Industry Classification System (NAICS) code and enterprise size, based on a three-year observation period. Reasons for bringing business activities to Canada include cost savings from locating abroad did not materialize (lower operating costs), labour costs abroad have risen (lower labour costs in Canada), better quality of labour or resources in Canada, lower Canadian dollar, consolidating number of suppliers, tax or other financial incentives, concerns about intellectual property, proximity to customers or other logistical issues, and other reasons related to all other business activities.
DOI: 10.25318/3310020901-fra
title: Importance des raisons de relocaliser toute autre activité commerciale au Canada, selon l'industrie et la taille de l’entreprise

description: Pourcentage d’entreprises pour lesquelles certaines raisons de la relocalisation de toute autre activité commerciale au Canada n’étaient pas importantes du tout ou étaient peu importantes, importantes, très importantes ou sans objet, selon le code du Système de classification des industries de l’Amérique du Nord (SCIAN) et la taille de l’entreprise, sur une période d’observation de trois ans. Les raisons de la relocalisation de ces activités au Canada peuvent comprendre les suivantes : non-réalisation des économies de coûts (diminution des coûts d’exploitation) découlant de la délocalisation des activités à l’étranger, augmentation des coûts de la main-d’œuvre à l’étranger (diminution des coûts de la main-d’œuvre au Canada), qualité supérieure de la main-d’œuvre ou des ressources au Canada, affaiblissement du dollar canadien, regroupement de plusieurs fournisseurs, incitatifs fiscaux ou autres incitatifs financiers, préoccupations relatives à la propriété intellectuelle, proximité des clients ou autres questions de logistique et autres motifs relatifs à toute autre activité commerciale.
DOI: 10.25318/3310021001-eng
title: Value of businesses’ sales, by industry and enterprise size

description: Total value (x 1,000,000) of businesses’ sales, by North American Industry Classification System (NAICS) code and enterprise size, based on a one-year observation period. Estimates refer to fiscal year 2017 (end date falling after January 1, 2017 and on or before December 31, 2017).
DOI: 10.25318/3310021001-fra
title: Valeur des ventes des entreprises, selon l'industrie et la taille de l’entreprise

description: Valeur totale (x 1 000 000) des ventes des entreprises, selon le code du Système de classification des industries de l’Amérique du Nord (SCIAN) et la taille de l’entreprise, sur une période d’observation d’un an. Les estimations se rapportent à l’exercice financier 2017 (la date de fin se situant entre le 1er janvier 2017 et le 31 décembre 2017).
DOI: 10.6084/m9.figshare.14519985
title: 2019 Bellamy River Reservoir Vegetation Plot Raw Datasheets & Cover Calculations

description: The pdf file contains scans of vegetation plot raw datasheets for eight vegetation plots placed throughout the Bellamy River Reservoir in Dover, NH, USA. Field botanists (Dr. Brett Still and trained graduate students) from University of Rhode Island visited the site on August 20, 2019 to collect vegetation data following the Stream Barrier Removal Monitoring Guide (Collins et al. 2007), which organizes vegetation structure into three cover classes partly defined by vegetation height. Herbaceous cover was defined as vegetation less than 0.9 m (3 ft) in height, shrub cover was 0.9 m (3 ft) to 6.1 m (20 ft), and tree cover was &gt;6.1 m (20 ft). Herbaceous plants were evaluated within a 5 ft radius from a vegetation plot center, shrub plants within a 15 ft radius, and tree cover within a 30 ft radius. Vegetation species data as well as vegetation structure data were collected at the vegetation plots. An illustrative percent cover guide (e.g. Terry & Chilingar 1955) was used in the field to help reduce the subjectivity in estimating percent cover for each plant species in the field.<br>The included spreadsheet contains the calculations used for determining vegetation cover in each plot.<br>These data were collected using resources from an NSF EPSCoR funded project “RII Track-2 FEC: Strengthening the scientific basis for decision-making about dams: Multi-scale, coupled-systems research on ecological, social, and economic trade-offs” (a.k.a. "Future of Dams"). Support for this project is provided by the National Science Foundation’s Research Infrastructure Improvement NSF #IIA-1539071. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
DOI: 10.6084/m9.figshare.14519985.v1
title: 2019 Bellamy River Reservoir Vegetation Plot Raw Datasheets & Cover Calculations

description: The pdf file contains scans of vegetation plot raw datasheets for eight vegetation plots placed throughout the Bellamy River Reservoir in Dover, NH, USA. Field botanists (Dr. Brett Still and trained graduate students) from University of Rhode Island visited the site on August 20, 2019 to collect vegetation data following the Stream Barrier Removal Monitoring Guide (Collins et al. 2007), which organizes vegetation structure into three cover classes partly defined by vegetation height. Herbaceous cover was defined as vegetation less than 0.9 m (3 ft) in height, shrub cover was 0.9 m (3 ft) to 6.1 m (20 ft), and tree cover was &gt;6.1 m (20 ft). Herbaceous plants were evaluated within a 5 ft radius from a vegetation plot center, shrub plants within a 15 ft radius, and tree cover within a 30 ft radius. Vegetation species data as well as vegetation structure data were collected at the vegetation plots. An illustrative percent cover guide (e.g. Terry & Chilingar 1955) was used in the field to help reduce the subjectivity in estimating percent cover for each plant species in the field.<br>The included spreadsheet contains the calculations used for determining vegetation cover in each plot.<br>These data were collected using resources from an NSF EPSCoR funded project “RII Track-2 FEC: Strengthening the scientific basis for decision-making about dams: Multi-scale, coupled-systems research on ecological, social, and economic trade-offs” (a.k.a. "Future of Dams"). Support for this project is provided by the National Science Foundation’s Research Infrastructure Improvement NSF #IIA-1539071. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
DOI: 10.25824/redu/b3xydd
title: Graph Learning Network (GLN)

description: GLN creates a set of node embeddings H(l) that are later combined to produce an intermediary representation H_int​(l). Then, we use the updated node information with the adjacency information to produce a local embedding of the nodes' information H_local(l)​ that is also the output H(l+1). We also broadcast the information of the local embedding to produce a global embedding H_global​(l). We combine the local and global embeddings to predict the next layer adjacency A(l+1). Additionally, we create three Synthetic Graph Datasets: the 3D-Surface, Community, and Geometric Figures. The source code is available in the public repository https://gitlab.com/mipl/graph-learning-network and the datasets are available in https://gitlab.com/mipl/graph-learning-network/-/tree/master/datasets.
DOI: 10.25318/3310021101-eng
title: Sales distributed, by market where they were made, industry and enterprise size

description: Total value (x 1,000,000) of businesses’ sales that were made in Canada, the United States of America, Mexico, other Latin American and Caribbean countries, Europe, China, other Asian countries or all other countries, by North American Industry Classification System (NAICS) code and enterprise size, based on a one-year observation period. Estimates refer to fiscal year 2017 (end date falling after January 1, 2017 and on or before December 31, 2017).
DOI: 10.25318/3310021101-fra
title: Répartition des ventes selon le marché sur lequel elles ont eu lieu, selon l'industrie et la taille de l’entreprise

description: Valeur totale (x 1 000 000) des ventes des entreprises réalisées au Canada, aux États-Unis d’Amérique, au Mexique, dans d’autres pays d’Amérique latine et des Caraïbes, en Europe, en Chine, dans d’autres pays d’Asie ou dans tout autre pays, selon le code du Système de classification des industries de l’Amérique du Nord (SCIAN) et la taille de l’entreprise, sur une période d’observation d’un an. Les estimations se rapportent à l’exercice financier 2017 (la date de fin se situant entre le 1er janvier 2017 et le 31 décembre 2017).