cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25573/data.22802222.v1
title: Chapter 18 - An expanded survey of seed germination for Barro Colorado Island. Supplement 2 - BCI Germination Survey Metadata and Methods.Full Data File in PDF format.

description: Metadata and the full data set for the seed germination survey conducted at Barro Colorado Island, Panama. Table 1 describes the column headings for the full data set. Table 2 defines codes used frequently in the full data set . Table 3 defines codes used in the "Duration Notes", the final column of the full data set. Table 4 defines symbols used in Supplement 2. Table 5 defines symbols used to represent probability levels. The full data set follows on the final 195 pages. The source reference follows: Garwood, N. C. 2024. Chapter 18 - An Expanded Survey of Seed Germination for Barro Colorado Island. In <i>The First 100 Years of Research on Barro Colorado: Plant and Ecosystem Science</i>, ed. H. C. Muller-Landau and S. J. Wright: Smithsonian Institution Scholarly Press, Washington, DC.<br>
DOI: 10.6084/m9.figshare.25435936
title: Modified leaf shape contour data

description: This dataset modifies the previously published dataset on leaf contour data below. The coordinates are ordered around the contour and the files have been saved as the *.npy file type for python numpy arrays.Chitwood, Dan (2017). Leaf_coordinates.zip. figshare. Dataset. https://doi.org/10.6084/m9.figshare.5056441.v1
DOI: 10.5281/zenodo.10838845
title: Emerging Technologies in Arts and Humanities Education: A Systematic Review

description: This research aims to identify and analyze emerging technologies applied in the field of Arts and Humanities. Through a systematic literature review based on the PRISMA protocol, 158 studies were analyzed using search strings in 2 scientific databases, contributing to addressing the research questions posed. The results indicate that, in arts and humanities, emerging technologies such as virtual reality, the Internet of Things, and mobile learning are transforming creativity, teaching, and management. Identified benefits include interactive, collaborative, and innovative learning, as well as increased accessibility to education. However, challenges such as lack of digital skills among teachers, deficiencies in infrastructure, and resistance to change highlight the need for training programs and overcoming obstacles for effective implementation of these technologies in arts and humanities education. The study presents key tools of emerging technologies that simplify the search, organization, and dissemination of information, as well as enabling the creation of multi-media teaching materials. The relevance of personalized teaching to suit different disciplines is emphasized, highlighting the need to strategically integrate emerging technologies into the educa-tional process.
DOI: 10.5281/zenodo.10838846
title: Emerging Technologies in Arts and Humanities Education: A Systematic Review

description: This research aims to identify and analyze emerging technologies applied in the field of Arts and Humanities. Through a systematic literature review based on the PRISMA protocol, 158 studies were analyzed using search strings in 2 scientific databases, contributing to addressing the research questions posed. The results indicate that, in arts and humanities, emerging technologies such as virtual reality, the Internet of Things, and mobile learning are transforming creativity, teaching, and management. Identified benefits include interactive, collaborative, and innovative learning, as well as increased accessibility to education. However, challenges such as lack of digital skills among teachers, deficiencies in infrastructure, and resistance to change highlight the need for training programs and overcoming obstacles for effective implementation of these technologies in arts and humanities education. The study presents key tools of emerging technologies that simplify the search, organization, and dissemination of information, as well as enabling the creation of multi-media teaching materials. The relevance of personalized teaching to suit different disciplines is emphasized, highlighting the need to strategically integrate emerging technologies into the educa-tional process.
DOI: 10.5281/zenodo.10642148
title: El pensamiento creativo en la educación del arte y diseño: una revisión sistemática
title: Creative thinking in art and design education: A systematic review

description: Conjunto de datos en excel correspondiente a la revisión sistemática de literatura siguiendo el protocolo PRISMA, utilizando la base de datos Scopus en donde mediante cadenas de búsqueda se obtuvo 292 estudios, de los cuales se seleccionaron 187 para el análisis final. Los resultados destacan el énfasis en el aprendizaje práctico, STEAM y enfoques interdisciplinarios como metodologías educativas prevalentes para el desarrollo del pensamiento creativo. Las técnicas abarcan proyectos interdisciplinarios, prácticas artísticas, actividades en la naturaleza y el uso de herramientas digitales. Las habilidades centrales identificadas son originalidad, fluidez, flexibilidad y elaboración. Además, se observó que la mayoría de los estudios se han desarrollado en instituciones de educación superior. Se destaca la urgencia de promover la investigación en regiones específicas como Latinoamérica para contribuir al avance y enriquecimiento del campo educativo en esta zona y se subraya la importancia de fomentar la creatividad desde temprana edad. La importancia del estudio radica en su contribución a prácticas pedagógicas más efectivas, para el desarrollo del pensamiento creativo que impacten positivamente en la educación y preparación de individuos para los desafíos del siglo XXI.
DOI: 10.5281/zenodo.10642149
title: El pensamiento creativo en la educación del arte y diseño: una revisión sistemática
title: Creative thinking in art and design education: A systematic review

description: Conjunto de datos en excel correspondiente a la revisión sistemática de literatura siguiendo el protocolo PRISMA, utilizando la base de datos Scopus en donde mediante cadenas de búsqueda se obtuvo 292 estudios, de los cuales se seleccionaron 187 para el análisis final. Los resultados destacan el énfasis en el aprendizaje práctico, STEAM y enfoques interdisciplinarios como metodologías educativas prevalentes para el desarrollo del pensamiento creativo. Las técnicas abarcan proyectos interdisciplinarios, prácticas artísticas, actividades en la naturaleza y el uso de herramientas digitales. Las habilidades centrales identificadas son originalidad, fluidez, flexibilidad y elaboración. Además, se observó que la mayoría de los estudios se han desarrollado en instituciones de educación superior. Se destaca la urgencia de promover la investigación en regiones específicas como Latinoamérica para contribuir al avance y enriquecimiento del campo educativo en esta zona y se subraya la importancia de fomentar la creatividad desde temprana edad. La importancia del estudio radica en su contribución a prácticas pedagógicas más efectivas, para el desarrollo del pensamiento creativo que impacten positivamente en la educación y preparación de individuos para los desafíos del siglo XXI.
DOI: 10.6084/m9.figshare.25237600
title: Apache Calcite dataset

description: This dataset is part of<i> </i><i>PreSTyDe</i><i>: Improving the performance of within-project defects </i><i>prediction by learning to classify types of software faults. </i>It contains the dataset used for the experiments and the analysis and results of Silhouette and Elbow scores, followed by the visualisation of the clustering of defects, all of which are further discussed in the paper.
DOI: 10.6084/m9.figshare.25237600.v1
title: Apache Calcite dataset

description: This dataset is part of<i> </i><i>PreSTyDe</i><i>: Improving the performance of within-project defects </i><i>prediction by learning to classify types of software faults. </i>It contains the dataset used for the experiments and the analysis and results of Silhouette and Elbow scores, followed by the visualisation of the clustering of defects, all of which are further discussed in the paper.
DOI: 10.6084/m9.figshare.25436332
title: Bubble_Fragmentation_Raw_Data__Drahne_Czerski

description: This is a temporary data set for paper reviewers. A full dataset will be uploaded to a permanent repostory with the DOI of the paper once it is published.
DOI: 10.6084/m9.figshare.25436332.v1
title: Bubble_Fragmentation_Raw_Data__Drahne_Czerski

description: This is a temporary data set for paper reviewers. A full dataset will be uploaded to a permanent repostory with the DOI of the paper once it is published.
DOI: 10.34740/kaggle/dsv/7886590
title: Bitcoin Price| Daily Price | Weekly Update | USD
DOI: 10.5281/zenodo.7784891
title: Supplementary data for Yeoman's et al. in review "Waterfowl eggshell refines palaeoenvironmental reconstruction and multi-species niche construction at the Pleistocene-Holocene transition in the Levant"

description: This upload contains MALDI-TOF mass spectra, averaged from replicates or as single-best spectrum, as .txt files. Data derive from archaeological eggshells samples for the paper "Waterfowl eggshell refines palaeoenvironmental reconstruction and multi-species niche construction at the Pleistocene-Holocene transition in the Levant". 


Sample preparation:


Eggshell was recovered from multiple contexts at Shubayqa 1 and Shubayqa 6 from flotation samples [screened with 1mm mesh]. A sample of 34 eggshell fragments were selected for preliminary analysis across seven excavation contexts. Samples were processed according to Demarchi et al., (2022). Briefly, 10-30 mg of sample were ground to a powder and treated with bleach (NaOCl 12-15% w/v) for 72 hours. Samples were washed thoroughly and demineralised in 0.6M hydrochloridric acid (HCl) prior to filtration with 3000 Da Nanosep micro-ultrafiltration cells. Sulfide bonds were reduced and alkylated using dithiothreitol (1M, aqueous solution) and iodoacetamide (0.5 M, aqueous solution)  and the samples were digested in trypsin overnight at 37 °C. Following digestion, peptide digests were purified using C18 Zip-tips according to the manufacturer’s directions, prior to spotting. Samples were analysed in triplicate or duplicate by MALDI-MS (Bruker Microflex MALDI-TOF mass spectrometer).
description: Funding was provided by Independent Research Fund Denmark, Research Project 2 Grant  1024-00032B.
DOI: 10.5281/zenodo.7784892
title: Supplementary data for Yeoman's et al. in review "Waterfowl eggshell refines palaeoenvironmental reconstruction and multi-species niche construction at the Pleistocene-Holocene transition in the Levant"

description: This upload contains MALDI-TOF mass spectra, averaged from replicates or as single-best spectrum, as .txt files. Data derive from archaeological eggshells samples for the paper "Waterfowl eggshell refines palaeoenvironmental reconstruction and multi-species niche construction at the Pleistocene-Holocene transition in the Levant". 


Sample preparation:


Eggshell was recovered from multiple contexts at Shubayqa 1 and Shubayqa 6 from flotation samples [screened with 1mm mesh]. A sample of 34 eggshell fragments were selected for preliminary analysis across seven excavation contexts. Samples were processed according to Demarchi et al., (2022). Briefly, 10-30 mg of sample were ground to a powder and treated with bleach (NaOCl 12-15% w/v) for 72 hours. Samples were washed thoroughly and demineralised in 0.6M hydrochloridric acid (HCl) prior to filtration with 3000 Da Nanosep micro-ultrafiltration cells. Sulfide bonds were reduced and alkylated using dithiothreitol (1M, aqueous solution) and iodoacetamide (0.5 M, aqueous solution)  and the samples were digested in trypsin overnight at 37 °C. Following digestion, peptide digests were purified using C18 Zip-tips according to the manufacturer’s directions, prior to spotting. Samples were analysed in triplicate or duplicate by MALDI-MS (Bruker Microflex MALDI-TOF mass spectrometer).
description: Funding was provided by Independent Research Fund Denmark, Research Project 2 Grant  1024-00032B.
DOI: 10.6084/m9.figshare.25435774
title: HIV64148 Template FASTA

description: Archives containing reference sequences in FASTA format used as templates to simulated Oxford Nanopore reads Each template is located within a subfolder corresponding to its simulation number.
DOI: 10.6084/m9.figshare.25435774.v2
title: HIV64148 Template FASTA

description: Archives containing reference sequences in FASTA format used as templates to simulated Oxford Nanopore reads Each template is located within a subfolder corresponding to its simulation number.
DOI: 10.6084/m9.figshare.25435774.v3
title: HIV64148 Template FASTA

description: Archives containing reference sequences in FASTA format used as templates to simulated Oxford Nanopore reads Each template is located within a subfolder corresponding to its simulation number.
DOI: 10.34740/kaggle/dsv/7886647
title: Ethereum Price | Daily Price | Weekly Update | USD
DOI: 10.6084/m9.figshare.25435822
title: HIV64148 Simulated FASTQ

description: Prefix: Simulated_FASTQFile type: FASTQThis archive contains simulated reads from NanoSim with template FASTAEach FASTQ is located within a subfolder corresponding to its simulation number.- Simulated_FASTQ_read_length_1000-4000.zip :: 20 FASTQ x 4 median (1k, 2k, 3k, 4k nucleotide) used in read length experiment.- Simulated_FASTQ_2M_Mixture.zip :: 100 FASTQ used in performance benchmark and multi-HIV-1 subtypes mixture experiment.- Simulated_FASTQ_2C_Mixture.zip :: 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.- Simulated_FASTQ_1M1C_Mixture.zip :: 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.- Simulated_FASTQ_2M1C_Mixture.zip :: 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.
DOI: 10.6084/m9.figshare.25435822.v1
title: HIV64148 Simulated FASTQ

description: Prefix: Simulated_FASTQFile type: FASTQThis archive contains simulated reads from NanoSim with template FASTAEach FASTQ is located within a subfolder corresponding to its simulation number.- Simulated_FASTQ_read_length_1000-4000.zip :: 20 FASTQ x 4 median (1k, 2k, 3k, 4k nucleotide) used in read length experiment.- Simulated_FASTQ_2M_Mixture.zip :: 100 FASTQ used in performance benchmark and multi-HIV-1 subtypes mixture experiment.- Simulated_FASTQ_2C_Mixture.zip :: 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.- Simulated_FASTQ_1M1C_Mixture.zip :: 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.- Simulated_FASTQ_2M1C_Mixture.zip :: 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.
DOI: 10.6084/m9.figshare.25435912
title: HIV64148 QC Simulated FASTQ

description: Prefix: QC_Simulated_FASTQFile type: HTMLOutput from NanoPlot describing characteristic of Simulated_FASTQ filesEach HTML is located within a subfolder corresponding to its simulation number.- QC_Simulated_FASTQ_read_length_1000-4000.zip :: NanoPlot QC report of 20 FASTQ x 4 median (1k, 2k, 3k, 4k nucleotide) used in read length experiment.- QC_Simulated_FASTQ_2M_Mixture.zip :: NanoPlot QC report of 100 FASTQ used in performance benchmark and multi-HIV-1 subtypes mixture experiment.- QC_Simulated_FASTQ_2C_Mixture.zip :: NanoPlot QC report of 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.- QC_Simulated_FASTQ_1M1C_Mixture.zip :: NanoPlot QC report of 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.- QC_Simulated_FASTQ_2M1C_Mixture.zip :: NanoPlot QC report of 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.
DOI: 10.6084/m9.figshare.25435912.v1
title: HIV64148 QC Simulated FASTQ

description: Prefix: QC_Simulated_FASTQFile type: HTMLOutput from NanoPlot describing characteristic of Simulated_FASTQ filesEach HTML is located within a subfolder corresponding to its simulation number.- QC_Simulated_FASTQ_read_length_1000-4000.zip :: NanoPlot QC report of 20 FASTQ x 4 median (1k, 2k, 3k, 4k nucleotide) used in read length experiment.- QC_Simulated_FASTQ_2M_Mixture.zip :: NanoPlot QC report of 100 FASTQ used in performance benchmark and multi-HIV-1 subtypes mixture experiment.- QC_Simulated_FASTQ_2C_Mixture.zip :: NanoPlot QC report of 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.- QC_Simulated_FASTQ_1M1C_Mixture.zip :: NanoPlot QC report of 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.- QC_Simulated_FASTQ_2M1C_Mixture.zip :: NanoPlot QC report of 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.
DOI: 10.6084/m9.figshare.25435912.v2
title: HIV64148 QC Simulated FASTQ

description: Prefix: QC_Simulated_FASTQFile type: HTMLOutput from NanoPlot describing characteristic of Simulated_FASTQ filesEach HTML is located within a subfolder corresponding to its simulation number.- QC_Simulated_FASTQ_read_length_1000-4000.zip :: NanoPlot QC report of 20 FASTQ x 4 median (1k, 2k, 3k, 4k nucleotide) used in read length experiment.- QC_Simulated_FASTQ_2M_Mixture.zip :: NanoPlot QC report of 100 FASTQ used in performance benchmark and multi-HIV-1 subtypes mixture experiment.- QC_Simulated_FASTQ_2C_Mixture.zip :: NanoPlot QC report of 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.- QC_Simulated_FASTQ_1M1C_Mixture.zip :: NanoPlot QC report of 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.- QC_Simulated_FASTQ_2M1C_Mixture.zip :: NanoPlot QC report of 100 FASTQ used in multi-HIV-1 subtypes mixture experiment.
DOI: 10.23729/6f4b3bcc-0027-4a89-bba8-e358f728a3be
title: CF Plastic Set preview

description: Carbon fibre reinforced 3D printed plastics imaged for and featured in Almeida, J.H.S., Jayaprakash, S., Kolari, K., Kuva, J., Kakko, K., Partanen, J., 2024. The role of printing parameters on the short beam strength of 3D-printed continuous carbon fibre reinforced epoxy-PETG composites.

Preview of PAS-dataset https://doi.org/10.23729/ebe7a8e4-1a16-4dac-8867-015b07cd3971
DOI: 10.5281/zenodo.8044776
title: SPICED dataset

description: SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels
DOI: 10.5281/zenodo.8044777
title: SPICED dataset

description: SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels
DOI: 10.5281/zenodo.10830125
title: Thalassiosira weissflogii CCMP1010 transcriptome assembly

description: Transcriptome of T. weissflogii CCMP 1010, assembled from cells grown in nutrient replete, iron limited, nitrate limited, and silicate limited conditions, as well as 3 CO2 conditions.
DOI: 10.5281/zenodo.10830126
title: Thalassiosira weissflogii CCMP1010 transcriptome assembly

description: Transcriptome of T. weissflogii CCMP 1010, assembled from cells grown in nutrient replete, iron limited, nitrate limited, and silicate limited conditions, as well as 3 CO2 conditions.
DOI: 10.5281/zenodo.10839230
title: MS²Rescore report example
DOI: 10.5281/zenodo.10839231
title: MS²Rescore report example
DOI: 10.14473/csda/pmrmgt/bhhgps
title: OM_CSDA00150-162.pdf

description: Ostatní materiály CSDA00150-162
DOI: 10.14473/csda/pmrmgt/gaph94
title: TI_CSDA00151.pdf

description: Technická informace CSDA00151
DOI: 10.14473/csda/pmrmgt/a6wvl8
title: Data_JC_volby 2012_1.tab

description: Data CSDA00151
DOI: 10.14473/csda/pmrmgt/jhjybq
title: D_CSDA00151.pdf

description: Dotazník CSDA00151
DOI: 10.21227/cm44-d070
title: Mdataset

description: Drug development is a process that is incredibly expensive and time-consuming. Computational drug repurposing can help to assign new indications for approved drugs. It is capable to reduce the cost of drug developments. Machine learning models have been introduced to repurpose drugs long before. Recent studies formulate computational drug repurposing problem as a latent link prediction task on a heterogenous network. A number of computational methods have been developed based on graph neural networks. We propose to use graph transformer networks to learn features of diseases, genes and drugs in a drug-gene-disease heterogenous network. By utilizing the power of graph transformer networks, we developed DDA-GTN method, which is capable of predicting latent associations between drugs and diseases on a drug-gene-disease heterogenous network containing thousands of drugs and thousands of diseases. As far as we can tell, the benchmarking dataset in this work is the largest drug-disease association dataset until today. DDA-GTN is the only method that can work with a network of this size. Comparison analysis indicate that DDA-GTN has a comparable or better performance than all state-of-the-art methods. DDA-GTN has an affordable computational efficiency on both small dense networks and large sparse networks with a very small memory consumption. It is expected that DDA-GTN can be helpful in drug repurposing in practice. All datasets in this work have been deposited in Zenodo (DOI:10.5281/zenodo.10827427). All codes in our work have been deposited in GitHub (https://github.com/SunRuir/DDA-GTN).
DOI: 10.17632/tftbm7ktfp.1
title: Base de datos de adicción a teléfonos inteligentes, ansiedad, depresión y estrés en estudiantes universitarios mexicanos

description: los datos recolectados corresponden a un estudio transversal cuyo objetivo consiste en evaluar la asociación entre depresión, ansiedad y estres con la adicción a los telefonos inteligentes en estudiantes universitarios mexicanos.
DOI: 10.6084/m9.figshare.25332232
title: Single-cell RNA-seq revealed distinct metabolic “micro-niches” and close microbe-host interaction in deep-sea chemosynthetic tubeworm

description: Single-cell RNA-seq revealed distinct metabolic “micro-niches” and close microbe-host interaction in deep-sea chemosynthetic tubeworm
DOI: 10.5281/zenodo.10839097
title: Asaia spp. accelerate development of the yellow fever mosquito, Aedes aegypti, via interactions with the vertically transmitted larval microbiome

description: Background: Aedes aegypti mosquitoes are the primary vectors of yellow fever, dengue, chikungunya and Zika virus. Control programs primarily rely on insecticide application, which encounter challenges related to efficacy and resistance evolution. Alternative strategies, such as the sterile insect technique, highly depend on efficient mass-rearing of healthy insects prior to mass release. Based on effects seen in other mosquito species, we tested the hypothesis that acetic acid bacteria of the Asaia genus are mutualists for developing Ae. aegypti larvae. We tested for beneficial interactions across three Asaia species and whether Asaia inoculation benefited both axenic and conventionally reared larvae. To better understand the underlying mechanisms, we characterized the larval microbiome using culture-based methods and 16S rRNA gene amplicon sequencing.

Results: Even though Asaia bacteria were transient members of the gut community in conventionally reared insects, two Asaia species accelerated larval development relative to controls. Despite their transient nature, the two mutualist Asaia species had lasting impacts on the larval microbiome, mostly by altering the relative abundance of the most dominant bacteria genera Klebsiella and Pseudomonas and other minor components. Axenic larvae that were inoculated with Asaia were dominated by this group, but always exhibited slower development than conventionally reared insects.

Conclusions: These results reveal Asaia as a poor mutualist for Ae. aegypti, with its positive effect on the host mediated by interactions with other bacteria. A practical application of Asaia for improving mass-rearing efficiency results from the acceleration of development time to pupation by a day.