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6,467 results for “process”
Fig. 2 in Nesting Behavior in TrichillumHarold, 1868 and Related Genera (Coleoptera: Scarabaeidae: Scarabaeinae: Ateuchini: Scatimina): A Primitive Process or a Loss of Nidification?
Fig. 2. Schematic drawing of the nesting behavior of Trichillum externepunctatum. See text for explanation.
Mean survival rate and their temporal environmental (process) variance for 93 species of vertebrates
<p><span>Current environmental changes may increase temporal variability of life-history traits of species, which can significantly affect their long-term population growth rate and their extinction risk. There is a need to estimate environmental variance of life-history traits (EV) and to examine whether there is a general relationship between EV and average survival rate that can be used as a guideline for analyses of population growth and extinction risk for populations where only information about mean survival is available. For this purpose we present a comprehensive compilation of 285 EV estimates from 93 species belonging to five vertebrate taxa (mammals, birds, reptiles, amphibians and fish) covering mean survival rates from 0.01 to 0.98. Since variances are dependent on the mean and tightly constrained for lower and upper mean survival rates, we assessed whether any observed relationship persisted after applying two types of variance stabilizing transformations: relativized EVs (observed / mathematical maximum) and logit scaled EVs. With raw EVs at the arithmetic scale, mean-variance relationships of survival rates and their EVs were hump-shaped with small EVs at low and high survival rates, and higher (and widely variable) EVs at intermediate survival rates. When mean survival rates were related to relativized EVs the hump-shaped pattern remained albeit less distinct than for raw EVs, but when transforming EVs to logit scale the pattern of the relationship between mean survival rates and their EVs largely disappeared. </span></p>
Protocol selection process - Literature Review creating the Integrated List of Agile Practices
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Simulation data in "Intense magnetic reconnection process embedded in three-dimensional turbulent current sheet"
<p>Simulation data and program used for the research "Intense magnetic reconnection process embedded in three-dimensional turbulent current sheet".</p>
Direct Air Capture Integration with Low-Carbon Heat: Process Engineering and Power System Analysis
<p>Supporting data for our manuscript Direct Air Capture Integration with Low-Carbon Heat: Process Engineering and Power System Analysis</p><p> </p>
Pre-Processed Data Sets for Marine Spatial Planning of a Wave-Powered Aquaculture Farm in the Northeast U.S.
<p>These data sets are intended for marine spatial planning applications including the modeling of wave-powered aquaculture farms. They work in tandem with the Python model developed by the SEA Lab to evaluate potential sites for this development in the Northeastern U.S. The code for this model is available on GitHub at <a href=" https://github.com/symbiotic-engineering/aquaculture">https://github.com/symbiotic-engineering/aquaculture</a>, and details about the data and model are discussed in several related publications.</p>
Processed, annotated, seurat object
<p>The dataset contains an integrated, annotated Seurat v4 object. One can load the dataset into the <em>R</em> environment using the code below:</p> <pre><code>seurat_obj <- readRDS('PATH/TO/DOWNLOAD/seurat.rds')</code></pre> <p>The object has three assays: (I) RNA, (II) SCT and (III) integrated.</p>
Processed data for Jowhar et al, "A ubiquitous GC content signature underlies multimodal mRNA regulation by DDX3X"
<p>Processed data for Jowhar et al, "A ubiquitous GC content signature underlies multimodal mRNA regulation by DDX3X".</p> <p>It contains the data objects to reproduce all figures of the paper.</p> <p>More info here: <strong><a href="https://github.com/calviellolab/DDX3X_GC_paper">https://github.com/calviellolab/DDX3X_GC_paper</a></strong></p>
Post-processed datasets for scRNA-seq clustering analysis in PPML-Omics
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Climate Security on social media: raw and processed data from Twitter
<p>This dataset reflects climate security dialogues on Twitter, from January 2014 to May 2023.</p>
Impact of a gravity wave process on the upper stratospheric ozone valley on the Qinghai-Tibetan Plateau
<p>The data sets are the results of WRF simulation and are used to plot the figures in this paper (Figure 8 to 11)</p>
Best learned models : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features
<p>Best learned models (Gaussian Processes, Random Forest, Multilayer Perceptron and Lightweight Temporal Self-Attention models) for each region based on the classification data set DS-A with seed 0 (see description <a href="https://zenodo.org/deposit/7099785">here</a>). </p><p>Models: GP non spatial, GP spatial (sum), GP spatial (product),RF non spatial, RF spatial, MLP non spatial, MLP spatial, LTAE non spatial, LTAE spatial</p><p>For further details see section VI-C of the pre-print article "Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features ". This article is available <a href="https://hal.archives-ouvertes.fr/hal-03781332">here</a>.</p><p>The implementation of the models is available in the <a href="https://gitlab.cesbio.omp.eu/belletv/land_cover_southfrance_gp">open source repository</a>.</p>
Code and processed data - Control points for design of taxonomic composition in synthetic human gut consortia
<p>Code, optical density data, and sequencing tally files (relative abundance from 16S sequencing of defined communities) for <strong>Control points for design of taxonomic composition in synthetic human gut consortia. </strong>Files are organized by experiment with a readme file contained within the .zip file. "Setup" folders have information about expeirmental design, "rawData" folders have optical density and tallyfiles, "analysis" folders have scripts used to analyze data and generate models. </p>
Guanabara Bay sea level data and processing routines
<p>Sea level data from Guanabara Bay and processing routines used in the article entitled "Mean sea level, tidal components and surges in Guanabara Bay Guanabara Bay (Rio de Janeiro) from 1990 to 2021, submitted to the International Journal of Climatology".</p>
Dataset from: Development of implicit and explicit attentional modulation of the processing of social cues conveyed by faces and bodies in children and adolescents
<p>Emotions and sex of other people shape the way we interact in the social environment. Indeed, the influence of these dimensions on cognitive processing is recognized as a highly conditional phenomenon. While much of the research on the topic focused on adults, less evidence is available for the pediatric population. The present study aimed at examining the development of the modulation of attention control on emotion and sex processing using facial and body expressions in children and adolescents (age range 8-16 years old). In Experiment 1a, participants performed a Flanker task (probing space-based attention) in which they had to indicate either the emotion (happy/fearful) or the sex of the target stimulus while ignoring the distracting stimuli at the side. We found evidence for intrusion of the sex, but not the emotion, of the stimuli during both sex and emotion recognition tasks, thus both at an explicit (i.e., task relevant) and implicit (i.e., task irrelevant) level. A control experiment consisting of an emotional Flanker task confirmed that, in contrast with previous findings in adults, emotion did not modulate attention control in children and adolescents even when task relevant (Experiment 1b). In Experiment 2 participants performed a same-or-different judgment task (probing feature-based attention) in which they were asked to indicate whether the central stimulus matched the lateral for emotion or sex. Results showed that emotional features exerted an implicit influence during sex judgements; likewise, sex features intruded on the processing of both faces and bodies during emotion judgments. Finally, Experiment 3 was conducted to explore the development of the explicit attention modulation exerted by the sex dimension on the processing of faces and bodies. To this aim, participants performed a Flanker task in which they were asked to recognize the sex of faces and bodies. The results indicated that, while younger participants showed a task-relevant influence of sexual features when processing faces, older participants showed such influence in processing bodies. These findings point to a greater attentional modulation exerted by sex, as compared to emotion, during social processing in children and adolescents and suggest a developmental trend of the saliency of facial and bodily cues for the perception of others’ sex.</p>
Experimental signals and processed data used in the research work "On-chip phonon-magnon reservoir for neuromorphic computing"
<p>The data set includes the raw experimental data, processed experimental data, and numerically modeled dependencies in the respective folders:</p><p>The raw experimental data (magnon readout, as measured) are given for all processed signals presented in the respective figures (folders 'Figure2', 'Figure3' and 'Sup Figure1') and used for the ANN training (folder '3x3Sets & AugmentedVisualShapes'). </p><p>The signals presented in the folders '\3x3Sets & AugmentedVisualShapes\3x3SET##' are named following the scheme shown in Fig. 3a. The signals in the folder \3x3Sets & AugmentedVisualShapes\RandomizedShapes' are simulated using the procedure described in the Methods section as "Drawing of randomized visual shapes". The sets of calculated statistical parameters used for the shapes' recognition are in the folder ''\3x3Sets & AugmentedVisualShapes\Parameters'</p><p>The waveforms for the trajectories formed by randomly selected 4, 5, 6, and 7 discrete positions and their statistical parameters are presented in the corresponding folder. </p>
Processed data files for conplastic mice mitochondrial DNA profiling
<p>This dataset contains all tables used and generated in analyses for the conplastic mice mitochondrial DNA profiling project. Please refer to serrano2023_directory<em>_</em>of_files.pdf for a description of the files. The serrano2023_directory_of_files.pdf also contains field descriptions for: </p> <ul> <li>somatic_mutations.vcf</li> <li>haplotype_mutations.vcf</li> <li>supertable.txt</li> <li>cleaned_read_depth_per_pos.txt</li> <li>adjusted_mut_freq_for_haplotypes.csv</li> <li>mut_freq_per_type.csv</li> </ul> <p>All scripts that generate the files in this zenodo repo can be found at <a href="https://github.com/sudmantlab/conplastic_mt_profiling">https://github.com/sudmantlab/conplastic_mt_profiling </a></p> <p> </p> <p>Single stranded and duplex consensus fastq files can be found at the following zenodo repositories:</p> <p><a href="https://doi.org/10.5281/zenodo.10403218">(Wildtype) B6 fastq files</a></p> <p><a href="https://doi.org/10.5281/zenodo.10403087">B6-mtAKR fastq files</a></p> <p><a href="https://doi.org/10.5281/zenodo.10397996">B6-mtALR fastq files</a></p> <p><a href="https://doi.org/10.5281/zenodo.10294450">B6-mtFVB fastq files</a></p> <p><a href="https://doi.org/10.5281/zenodo.10211698">B6-mtNZB fastq files</a></p>
Decoding the Interactions Between Hydrological Processes and Nitrogen Cycling in Bohemian Mountainous Watersheds (Slavkov Forest)
<h1><strong>DATASET <br>Decoding the Interactions Between Hydrological Processes and Nitrogen Cycling in Bohemian Mountainous Watersheds (Slavkov Forest) </strong></h1> <p>F. Buzek<sup>1</sup>, B. Cejkova<sup>1</sup>, I. Jackova<sup>1</sup>, P. Kram<sup>1</sup>, F. Oulehle<sup>1</sup>, O. Myska<sup>1</sup>, F. Veselovsky<sup>1</sup>, J. Curik<sup>1</sup> and D.A. Petrash<sup>1</sup></p> <p>This dataset contains modeling parameters and model results on the influences of hydrological factors on nitrogen (N) mineralization and denitrification processes in three adjacent mountain catchments located in the Slavkov Forest, western Czech Republic, from 2016 to 2020</p>
Protocol selection process - Systematic Literature Review Related Work
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THLS - An open source dataset for Brazilian Portuguese speech processing
<p>THLS Open Source Brazilian Portuguese Speech Dataset with 1000 sentences balanced phonetically.</p> <p> </p> <p>Authors:</p> <ul> <li>Luiz Felipe Vecchietti</li> <li>Thalles Melo Batista Pieroni (Voice)</li> </ul> <p> </p> <p>https://gitlab.com/lfelipesv/1000-sentences-thls-dataset</p>
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.