cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5675769
title: OC-782K: Knowledge Graph of "Scientometrics" modelled according to the OpenCitations Data Model

description: This dataset is a knowledge graph extracted from a triplestore covering information about the journal <em>Scientometrics</em> and modelled according to the OpenCitations Data Model. The original triplestore is available here. This KG was extracted for a research project on knowledge graph embeddings (KGEs) for author disambiguation. Structural triples of the knowledge graph are split into training, testing and validation for applying representation learning methods. Textual literals and numeric literals were stored separately in order to implement multimodal approaches for KGEs (see arXiv:1802.00934). For the same reason, textual literals and numeric literals are already stored into sentence embeddings and a numeric matrix respectively in the files <em>textual_literals.npy </em>and <em>numeric_literals.npy</em>. The file <em>and_eval</em><em>.json </em>contains the evaluation dataset used for evaluating our AND architecture. For the script used to gather this dataset see the GitHub repository: https://github.com/sntcristian/and-kge/tree/main/open-citations.
DOI: 10.5281/zenodo.5569437
title: OC-782K: Knowledge Graph of "Scientometrics" modelled according to the OpenCitations Data Model

description: This dataset is a knowledge graph extracted from a triplestore covering information about the journal <em>Scientometrics</em> and modelled according to the OpenCitations Data Model. The original triplestore is available here. This KG was extracted for a research project on knowledge graph embeddings (KGEs) for author disambiguation. Structural triples of the knowledge graph are split into training, testing and validation for applying representation learning methods. Textual literals and numeric literals were stored separately in order to implement multimodal approaches for KGEs (see arXiv:1802.00934). For the same reason, textual literals and numeric literals are already stored into sentence embeddings and a numeric matrix respectively in the files <em>textual_literals.npy </em>and <em>numeric_literals.npy</em>. The file <em>and_eval</em><em>.json </em>contains the evaluation dataset used for evaluating our AND architecture. For the script used to gather this dataset see the GitHub repository: https://github.com/sntcristian/and-kge/tree/main/open-citations.
DOI: 10.6084/m9.figshare.16912366.v5
title: antspymm helper data

description: multi-channel and time series example data for antsx processing
DOI: 10.15468/8n3udk
title: Holomorphology and neotype designation of Microperla retroloba (Wu, 1937)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Chen, Zhi-Teng, Du, Si-Kai, Jia, Xu, Liang, Ju-Pen, Yu, Ji-Hui (2021): Holomorphology and neotype designation of Microperla retroloba (Wu, 1937). Zootaxa 5061 (3): 573-583, DOI: https://doi.org/10.11646/zootaxa.5061.3.10
DOI: 10.17632/n9tdpdp45k.3
title: Dataset for the electronic customer relationship management based on S-O-R model in electronic commerce

description: This dataset includes a data file (.csv), a measurement scale (.pdf), and a figures (.png). It contains 485 records and three research factors: electronic loyalty (3 items), perceived metal benefits (4 items), and hedonic value (4 items). Based on data analysis, there were positive impacts of perceived mental benefits and hedonic value on electronic loyalty, which confirmed the Stimulus – Organism – Response (SOR) model. Additionally, the hedonic value is a mediator in the relationship between electronic loyalty and perceived mental benefits in electronic customer relationship management.
DOI: 10.17632/3psr2g4s7r.2
title: Gutter and Bollard Datasets

description: The gutter dataset contains 85 images of the uncovered gutter object and their annotations, while the bollard dataset has 150 images of multiple bollard objects and their annotations. The gutter is 245 x 326 pixels in size, while the bollards are 400 x 300 pixels, each bollard image has multiple items. The resolution of each image contained in the gutter and bollard dataset is 96dpi. The text files hold the coordinate values of each object (<class id> <Xo/X> <Yo/Y> <W/X> <H/Y>), which represents the predefined bounding box during the annotation. The dataset would be suitable for image recognition researches.
DOI: 10.17632/v9vf78f6rv.1
title:  Convergence of DFT results on the zigzag edge reconstruction with respect to the parameters of the model of semi-infinite graphene

description: Convergence of the energetics of reactions at graphene edges in density functional theory calculations with respect to geometrical parameters of the atomistic model of a semi-infinite graphene layer was investigated. As an example of such reaction, we considered the first stage of reconstruction of zigzag graphene edges, formation of the first pentagon-heptagon (57) pair. As a model, we used a zigzag graphene nanoribbon (ZGNR) under periodic boundary conditions. We computed the reaction energy for ZGNRs of different widths in simulation cells of different length, fixing different numbers of zigzag rows at the edge opposite to the one where the reconstruction takes place in such a manner that interatomic distances between these atoms are the same as in bulk graphene and considering carbon and hydrogen termination of the opposite edge. Our calculations showed that to converge the results, the ZGNR should consist minimum of 6 zigzag rows and the distance between the periodic images of 57 pairs along the ZGNR axis should be at least 6a0, where a0 is the lattice constant of graphene. It was demonstrated that fixation of atoms at the edge opposite to the one where the reconstruction takes place and the way this edge is terminated almost do not affect the results. Furthermore, we studied how the edge magnetization changes during the formation of 57 pairs and showed that the ordering of spins at the opposite nanoribbon edges should switch from the antiparallel (antiferromagnetic) to parallel one (ferromagnetic) upon decreasing the distance between the pairs. The calculations were performed using the Perdew-Burke-Ernzerhof functional as implemented in the VASP code.
DOI: 10.6084/m9.figshare.14785152.v1
title: The Persian version of the Centrality of Event Scale (CES): Assessment of Validity and Reliability Among Iranian University Students

description: This dataset is related to the validation of the centrality of event scale (CES) among Iranian university students.<br>
DOI: 10.5281/zenodo.5675787
title: OC-782K: Knowledge Graph of "Scientometrics" modelled according to the OpenCitations Data Model

description: This dataset is a knowledge graph extracted from a triplestore covering information about the journal <em>Scientometrics</em> and modelled according to the OpenCitations Data Model. The original triplestore is available here. This KG was extracted for a research project on knowledge graph embeddings (KGEs) for author disambiguation. Structural triples of the knowledge graph are split into training, testing and validation for applying representation learning methods. Textual literals and numeric literals were stored separately in order to implement multimodal approaches for KGEs (see arXiv:1802.00934). For the same reason, textual literals and numeric literals are already stored into sentence embeddings and a numeric matrix respectively in the files <em>textual_literals.npy </em>and <em>numeric_literals.npy</em>. The file <em>and_eval</em><em>.json </em>contains the evaluation dataset used for evaluating our AND architecture. For the script used to gather this dataset see the GitHub repository: https://github.com/sntcristian/and-kge/tree/main/open-citations.
DOI: 10.17632/xs6xxjvmd2.2
title: Inventario de humedales para protección costera en Costa Rica.

description: Primera versión de un inventario de humedales que ofrecen protección costera en Costa Rica.

Producto generado a través del proyecto C1153 "IDENTIFICACIÓN DE ZONAS POTENCIALES PARA EL ESTUDIO DE PROTECCIÓN COSTERA CON SOLUCIONES BASADAS EN ECOSISTEMAS", financiado con fondos ordinarios de la Vicerrectoría de Investigación de la Universidad de Costa Rica. Es una capa geográfica en formato "shapefile" con sistema de referencia CRTM05 (EPSG: 5367). 

El producto pretende ser una guía en la localización de sitios de estudio en futuros proyectos.  Es un producto preliminar en proceso de mejora. La información ofrecida debe utilizarse bajo responsabilidad del usuario. No se asume responsabilidad por el uso que pueda darse a estos datos. 

Más información en el archivo Descripcion General.txt

Details of the dataset in english language can be found in the file General description.txt
DOI: 10.17632/jv4ht2rvhx.1
title: Targeted proteomic analysis dataset of archival core human kidney biopsies to investigate the biology of hypertensive nephropathy.

description: Hypertensive nephropathy is the second most frequent cause of end-stage renal disease in western societies. In previous experiments in our laboratory with proteomic analysis of renal parenchyma of SHR hypertensive animals, we identified two molecules, namely SGLT2 and CLIC4, associated with the development of hypertension. Targeted proteomic analysis was performed using the method: "Parallel Reaction Monitoring" (PRM) in renal parenchyma of hypertensive and normotensive patients for the selective identification of SGLT2 and CLIC4 and the relative quantification of their expression. Raw files of the targeted proteomics analysis of SGLT2 and CLIC4 in human kidney biopsies from hypertensive patients and normotensive controls are deposited in this dataset. Renal tissue biopsies (N = 13) from archival material of patients with hypertensive nephropathy (N=5, designated as HT) and normotensive controls (N=8, designated as C) were used.  Our data show changes in the tubular compartment of the kidney and especially in the proximal tubules associated with the hypertensive nephropathy. The clinical significance of these findings should be further explored for the discovery and/or confirmation of novel therapeutic approaches and biomarkers in the development of hypertensive kidney disease.
DOI: 10.15468/swq2ar
title: Nomenclature of supra-generic units within the Family Scincidae (Squamata)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Shea, Glenn M. (2021): Nomenclature of supra-generic units within the Family Scincidae (Squamata). Zootaxa 5067 (3): 301-351, DOI: https://doi.org/10.11646/zootaxa.5067.3.1
DOI: 10.5281/zenodo.5675801
title: AMiner-534K: Knowledge Graph of AMiner benchmark for Author Name Disambiguation

description: This dataset is a knowledge graph extracted from a AMiner benchmark for a research project on knowledge graph embeddings (KGEs) for author disambiguation. Structural triples of the knowledge graph are split into training, testing and validation for applying representation learning methods. Textual literals and numeric literals were stored separately in order to implement multimodal approaches for KGEs (see arXiv:1802.00934). For the same reason, textual literals and numeric literals are already stored into sentence embeddings and a numeric matrix respectively in the files <em>textual_literals.npy </em>and <em>numeric_literals.npy</em>. The file <em>and_eval</em><em>.json </em>contains the evaluation dataset used for evaluating our AND architecture. For the script used to gather this dataset see the GitHub repository: https://github.com/sntcristian/and-kge/tree/main/aminer.
DOI: 10.5281/zenodo.5675800
title: AMiner-534K: Knowledge Graph of AMiner benchmark for Author Name Disambiguation

description: This dataset is a knowledge graph extracted from a AMiner benchmark for a research project on knowledge graph embeddings (KGEs) for author disambiguation. Structural triples of the knowledge graph are split into training, testing and validation for applying representation learning methods. Textual literals and numeric literals were stored separately in order to implement multimodal approaches for KGEs (see arXiv:1802.00934). For the same reason, textual literals and numeric literals are already stored into sentence embeddings and a numeric matrix respectively in the files <em>textual_literals.npy </em>and <em>numeric_literals.npy</em>. The file <em>and_eval</em><em>.json </em>contains the evaluation dataset used for evaluating our AND architecture. For the script used to gather this dataset see the GitHub repository: https://github.com/sntcristian/and-kge/tree/main/aminer.
DOI: 10.15468/bfj334
title: New records of two butterflies of the genus Polyommatus Latreille, 1804 (subgenus Agrodiaetus Hübner, 1822) (Lepidoptera: Lycaenidae) from Iraq

description: This dataset contains the digitized treatments in Plazi based on the original journal article Khudhur, Farhad Ahmed (2021): New records of two butterflies of the genus Polyommatus Latreille, 1804 (subgenus Agrodiaetus Hübner, 1822) (Lepidoptera: Lycaenidae) from Iraq. Zootaxa 5061 (3): 597-600, DOI: https://doi.org/10.11646/zootaxa.5061.3.13
DOI: 10.15468/2y6e6c
title: A new species and a key to eleven species of the genus Conophyma Zubovsky, 1898 (Orthoptera, Acridoidea, Catantopidae, Conophyminae) from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Liu, Yu-Sheng, Sun, Daqing, Zhang, Jinyu, Yin, Zhan (2021): A new species and a key to eleven species of the genus Conophyma Zubovsky, 1898 (Orthoptera, Acridoidea, Catantopidae, Conophyminae) from China. Zootaxa 5061 (3): 584-590, DOI: https://doi.org/10.11646/zootaxa.5061.3.11
DOI: 10.18434/m32242
title: Measurement and Processed Data From A Graph Database Approach to Wireless IIoT Work-cell Performance Evaluation

description: The work-cell is an essential industrial environment for testing wireless communication techniques in factory automation processes. A graph database approach to storing and analyzing network performance data from a manufacturing factory work-cell is introduced. A robotic testbed performs a pick-and-place task using two collaborative grade robot arms, machine emulators, and wireless communication devices. A graph database is implemented to capture network data and operational event data among the actors within the testbed. Using a proposed schema, the database is then populated with events from the testbed and the resulting graph is constructed. Query commands are then presented to examine and analyze network performance and relationships within the actors of the network. The resulting data from the experiments conducted are included in this dataset.
DOI: 10.5281/zenodo.5647466
title: Resolution, validation and divergence of heterozygous haplotypes from pooled long read sequencing of the diamondback moth (Lepidoptera: Plutellidae)

description: This data sets includes the full set of intermediate genome assemblies produced during our analyses. We make these available for researchers who may be interested in the variation between assembly results and variation within the study organism (<em>Plutella xylostella</em>) prior to removal during subsequent genome processing.
DOI: 10.5281/zenodo.5647465
title: Resolution, validation and divergence of heterozygous haplotypes from pooled long read sequencing of the diamondback moth (Lepidoptera: Plutellidae)

description: This data sets includes the full set of intermediate genome assemblies produced during our analyses. We make these available for researchers who may be interested in the variation between assembly results and variation within the study organism (<em>Plutella xylostella</em>) prior to removal during subsequent genome processing.
DOI: 10.15468/ypze4s
title: The Neotropical genera Guadana Rheims, 2010 and Sparianthina Banks, 1929 (Araneae: Sparassidae: Heteropodinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Rheims, Cristina A. (2021): The Neotropical genera Guadana Rheims, 2010 and Sparianthina Banks, 1929 (Araneae: Sparassidae: Heteropodinae). Zootaxa 5061 (3): 401-431, DOI: https://doi.org/10.11646/zootaxa.5061.3.1
DOI: 10.6084/m9.figshare.16989223
title: <i>In silico</i> study of cox protein from P2 type enteric bacteriophages based on sequence, structure and dynamics to understand its functional integrity

description: Cox protein plays a critical role in deciding the lytic-lysogenic switch of P2 enteric phages. This phenomenon makes Cox protein one of the most important candidates in developing novel phage-based therapeutics against antibacterial resistant pathogens. The principle focus concerning protein and its decision making is a DNA binding event, which helps to regulate differential promoter expression. In the current study, we have attempted to understand the sequence, structural and dynamic features associated with Cox protein and its DNA binding. Unavailability of information was a big burden in further proceedings. We have done an extensive literature search to develop a database of Cox with relevant information. That information coupled with the methods of Sequence-based phylogenetic and conservation studies, Homology Modelling, Atomic-level Docking and Molecular Dynamics (MD) Simulation (50 ns each for 10 systems, i.e. total of 500 ns) were performed in the current study. Analysis of those extensive studies has provided us the required sequence to structure to dynamics to functional understanding. Our present study would indeed be very helpful in understanding the biochemical mechanism of Cox activation as well as designing potential phage therapeutics.
DOI: 10.6084/m9.figshare.16989223.v1
title: <i>In silico</i> study of cox protein from P2 type enteric bacteriophages based on sequence, structure and dynamics to understand its functional integrity

description: Cox protein plays a critical role in deciding the lytic-lysogenic switch of P2 enteric phages. This phenomenon makes Cox protein one of the most important candidates in developing novel phage-based therapeutics against antibacterial resistant pathogens. The principle focus concerning protein and its decision making is a DNA binding event, which helps to regulate differential promoter expression. In the current study, we have attempted to understand the sequence, structural and dynamic features associated with Cox protein and its DNA binding. Unavailability of information was a big burden in further proceedings. We have done an extensive literature search to develop a database of Cox with relevant information. That information coupled with the methods of Sequence-based phylogenetic and conservation studies, Homology Modelling, Atomic-level Docking and Molecular Dynamics (MD) Simulation (50 ns each for 10 systems, i.e. total of 500 ns) were performed in the current study. Analysis of those extensive studies has provided us the required sequence to structure to dynamics to functional understanding. Our present study would indeed be very helpful in understanding the biochemical mechanism of Cox activation as well as designing potential phage therapeutics.
DOI: 10.6073/pasta/c97ebc3cd06ff3d8a19e31f56b23d10b
title: Streamflow data for Albion camp, 1981 - ongoing.

description: This is a summary of discharges from the Green Lakes Basin (7.1 km2 area) and is based on stage records from the control section in the channel, about 50 m downstream of the culvert under the road at the Albion camp, and consists of daily flow volumes. Initially, instrumentation consisted of a Leupold-Stevens A70 float recorder. The site was initially instrumented with an Omnidata EZ900 data logger system interfaced to a Keller 1 psi pressure transducer on 29 June 1993. In order to establish cross-calibration between the 2 forms of instrumentation, both were planned to be used through 1994. In 2005, a Campbell cr10x data logger was installed; it was replaced by a Campbell cr1000 in 2013.
DOI: 10.6073/pasta/24036687a2942822976dd5a4f94ca3f2
title: Streamflow for Green Lake 4, 1981 - ongoing.

description: Some of these data were published as a data report: Caine, N., and L. Buchanan. 1987. Streamflow data from the Green Lakes Valley, 1981-1986. University of Colorado Long-Term Ecological Research Data Report 87/4. 34 pp. This is a summary of discharges from the upper Green Lakes Basin, is based on stage records from the outlet of Green Lake 4, and consists of daily flow volumes. NOTE: The LTER data portal display does not display important maintenance/log information or other EML metadata features. Please be sure to view the EML file (a text file that contains XML tags) which is included in the zip archive (click on "Download zip archive") pertaining to each dataset. The EML file name will have the following format: knb-lter-nwt.[3 digit dataset number].[version number].xml. Most web browsers can parse the EML so it's easier to read.
DOI: 10.15468/cy9cuc
title: Two new species of Protonemura Kempny, 1898 (Plecoptera: Nemouridae) from Southern France

description: This dataset contains the digitized treatments in Plazi based on the original journal article Vinçon, Gilles, Launay, Bertrand, Reding, Jean-Paul G. (2021): Two new species of Protonemura Kempny, 1898 (Plecoptera: Nemouridae) from Southern France. Zootaxa 5061 (3): 432-450, DOI: https://doi.org/10.11646/zootaxa.5061.3.2
DOI: 10.21421/d2/yu3als/g3tnqr
title: 1891.snps.flt.dv.hmp.7z

description: HapMap file of genotype data from 1891 Sorghum acsessions
DOI: 10.21421/d2/yu3als
title: Development of Quality Control (QC) marker set, and mid-density marker set in Sorghum using Genotyping-by-Sequencing (GBS) based SNPs data of a large set of about 1900 breeding lines across several breeding programs

description: This dataset includes the research work on the molecular marker characterization of the 1891 breeding lines across several breeding programs. DNA for these lines was isolated from leaves of each accession at 4–6 leaf stage using the modified hexadecyltrimethyl ammonium bromide (CTAB) protocol from 12-day-old seedlings. The genotyping was done following the Genotyping-By-Sequencing (GBS) approach with ApeKI restriction enzyme used for complexity reduction. SNPs were called using GATK v4.0 and BCFTOOLS v1.9 pipeline against Sorghum assembly v3.1. The final data included a total of about 383k SNPs (obtained from 1891 breeding lines out of circa 2100 lines) obtained with filtering criteria of the minimum mean depth of 1 and minimum quality of 30 were used in this study.
DOI: 10.5517/ccvtfwy
title: CCDC 799021: Experimental Crystal Structure Determination

description: Related Article: P.F.Vlad, N.D.Ungar, A.N.Barba, L.E.Tatarova, Yu.V.Gatilov, D.V.Korchagina, I.Yu.Bagryanskaya, E.N.Shmidt, V.A.Barkash|1991|Khim.Prir.Soedin||349|
DOI: 10.5517/ccdc.csd.cc1q1q1j
title: CCDC 1580567: Experimental Crystal Structure Determination

description: Related Article: Bahadur Sk, Vasudevan Thangaraji, Nisha Yadav, Gyana Prakash Nanda, Sannibha Das, Parthasarathy Gandeepan, Eli Zysman-Colman, Pachaiyappan Rajamalli|2021|J.Mater.Chem.C|9|15583|doi:10.1039/D1TC03849D
DOI: 10.15468/8wbkjn
title: Pelagic tunicates (Appendicularia and Thaliacea) of Sri Lanka: two first records with an annotated checklist

description: This dataset contains the digitized treatments in Plazi based on the original journal article Karunarathne, Krishan D., Croos, M. D. S. T. De (2021): Pelagic tunicates (Appendicularia and Thaliacea) of Sri Lanka: two first records with an annotated checklist. Zootaxa 5067 (3): 352-376, DOI: https://doi.org/10.11646/zootaxa.5067.3.2
DOI: 10.5519/qd.4mlijfez
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (9 records)