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1,079 results for “source data”
Source data for the paper "A laser-assisted chlorination process for reversible writing of doping patterns in graphene"
<p>Source Data supporting the plots within the paper "A laser-assisted chlorination process for reversible writing of doping patterns in graphene." </p> <p>Including Source Data for Figures 1-4 in the main text, and Supplementary Figures S1, S3-12, S14, S17. </p>
Source data for "Single-molecule analysis of actin filament debranching by cofilin and GMF"
<p>Source data for "Single-molecule analysis of actin filament debranching by cofilin and GMF"</p>
Source data and code for "A diamond voltage imaging microscope"
<p>This data set contains both the source data and code used to generate figures and establish the conclusions of "A diamond voltage imaging microscope" (DOI: https://doi.org/10.1038/s41566-022-01064-1). It contains:</p> <p>- Raw source data (e.g., video data, fluorescence spectra).</p> <p>- Processed source data (e.g., calibration maps, calculated vales of contrast, sensitivity, etc).</p> <p>- Analysis code used to generate processed source data (this includes both MATLAB and Python scripts. MATLAB scripts require at least version R2021A).</p> <p>- Simulation code (Python) used to fit the equivalent RC circuit model described in the work to the experimental data.</p>
Source data for "Membrane curvature sensing and symmetry breaking of the M2 proton channel from Influenza A"
<p>Data files for Figures 2 and 3. </p>
Source Data for Xiao et al., Topological Superfluid Defects with Discrete Point Group Symmetries , Nature Communications 13, 4635 (2022).
<p>Source data for Figures 2-5. Source data for Supplementary Figures S2-S5 available upon request to David Hall (dshall@amherst.edu).</p>
Source data - Differences in the range of thermoneutral zone between mouse strains - potential effects on translational research
<p>1. Data of Resting Metabolic Rate (RMR) of random bred (RB) mice and mice divergently selected toward high (H-BMR), and low (L-BMR) Basal Metabolic Rate<br> RMR of each individual from H-BMR and L-BMR line types was recorded at the following Ta: 34, 32, 26, 23, 18 °C (starting with the warmest to avoid acclimation to cold before the next measurement). RMR of RB mice was sequentially measured at Ta of 34, 32, 28, and 23°C.<br> 2. The thermal conductance (C) of mouse body covers (skin and fur) measured using heated artificial models<br> The heating wire was connected to a regulated DC power supplier and the model was heated gently to a temperature of 38°C and power was adjusted to maintain 38°C. When supplied power and the model temperature were stable (± 0.1°C) for at least 10 minutes, the voltage (U) and current (I) were recorded and the DC electric power (P) calculated, where P = U x I. </p>
The material properties of a bacterial-derived biomolecular condensate tune biological function in natural and synthetic systems. Source data
<p>Supplementary information for manuscript titled "The material properties of a bacterial-derived biomolecular condensate tune biological function in natural and synthetic systems"</p>
Source Data for Direct observations of energy transfer from resonant electrons to whistler-mode waves in magnetosheath of Earth
<p>Source Data files for figures and Supplementary figures in the manuscript "Direct observations of energy transfer from resonant electrons to whistler-mode waves in magnetosheath of Earth".</p> <p>Source_Data.zip includes data files (.txt or .xlsx) for each panel in the figures.</p> <p>tplot_save_files_w_load_procedures_for_time_series_plots.zip includes, tplot save files (.tplot) of time series plot figures and procedures to load and plot the tplot save files with SPEDAS (bleeding edge >r31062).</p>
VIC5 source code, parameter for the Colorado River Basin and USBR natural flow data records
<p>This parameter file is for VIC5 baseline simulation over the Colorado River basin.</p> <p>The spatial resolution is 1/16 degree.</p> <p>A few extra grid cells in the Mexico near the boarder is also unnecessarily included, which do not drainage to the CRB.</p> <p>Users can get rid of those pixels with a more precise domain mask.</p> <p>Also include VIC source code (see the readme.txt in the zipped file for details)</p> <p>The updates in Sep, 2022 includes the natural flow dataset used in the study for VIC streamflow evaluation</p>
Source Data for Huang et al Nature Comms 2022
<p>Source data for Huang et al., Nature Comms 2022</p>
Source data for: Synthesis phylogeny of insects
<p>The Holy Grail of an Insect Tree of Life can only be 'discovered' through extensive collaboration among taxon specialists, phylogeneticists, and centralized frameworks (such as TreeBase and Open Tree of Life), but an insufficient effort from stakeholders has so far hampered this promising approach. The resultant unavailability of synthesis phylogenies is an unfortunate situation given the numerous practical usages of phylogenies in the near-term against the backdrop of the ongoing biodiversity crisis. To redress this issue, we establish a new online hub that centralizes the collation of relevant phylogenetic data and provides the resultant synthesis molecular phylogenies. This is achieved through key developments in a proposed pipeline for the construction of a species-level insect phylogeny. The framework is demonstrated through the construction of a highly supported, species-comprehensive phylogeny of Diptera, built from integrated omics data, COI DNA barcodes, and a compiled database of over 100 standardized, published Diptera phylogenies. Machine-readable forms of the phylogeny (and subsets thereof) are publically available at insectphylo.org, a new public repository for species-comprehensive phylogenies for biological research. </p>
Reprocessed / rebinned to 0.5 degree images: Beta-Lactamase X-ray diffraction data recorded at Diamond Light Source I04 as part of commissioning & development
<p>Derived from https://zenodo.org/record/841060; made more compact (though no longer "raw" data) for use in tutorials</p>
Data from crystal of Leucine-Rich Repeat Protein from Leptospira interrogans recorded during routine commissioning on Diamond Light Source beamline I04
<p>Samples as part of ongoing research / collaboration; for more details see https://www.ncbi.nlm.nih.gov/pubmed/26057675</p>
Supporting data and source code for Hnilica et al. (submitted to HESS)
<p>Data and source codes to reproduce the results and plots presented in Technical note: Changes of cross- and auto-dependence structures in climate projections of daily precipitation and their sensitivity to outliers (submitted to Hydrology and Earth System Sciences)</p>
Assemblies, associated annotation files, and analysis source data of Platanus x acerifloia genome
<p><em>Platanus</em> <span>× </span><em>acerifolia </em>(London plane; Platanaceae) is a major ornamental tree used worldwide. Platanaceae is one of the last early-diverging eudicot families without a complete nuclear genome assembly. Here, we assembled a high-quality, chromosome-level reference genome for <em>P.</em> <span>× </span><em>acerifolia.</em></p>
source data
Open the record for dataset details and reuse information.
Sociotechnical Dynamics in Open Source Smart Contract Repositories: An Exploratory Data Analysis of Curated High Market Value Projects
<p>This is the replication package for the paper “Sociotechnical Dynamics in Open Source Smart Contract Repositories: An Exploratory Data Analysis of Curated High Market Value Projects”.</p> <p>In project_curation_selection, there is the curation process of the 100 selected projects including the identification of GitHub repositories and classification of evolution scenarios. </p> <p>In distribution_commits_issues_contributors_market_value_before_after_deploy, data collection from GitHub projects includes the distribution of total commits, contributors, and issues before and after deployment of each investigated project. </p> <p>In analysis_commit_messages, there is qualitative analysis of commit message content from all investigated projects. </p> <p>In the analysis_contributors section, the data focuses on analyzing the profiles of each GitHub contributor involved in the investigated projects.</p> <p>In analysis_market_value_by_project, data refers to the market value and volume of each investigated project. </p> <p>In codes, there are scripts used to obtain the analyzed data.</p> <p> </p>
Source research data for the article titled "A Nature-Inspired Approach to Energy-Efficient Relay Selection in Low-Power Wide-Area Networks (LPWAN)".
<p>The source research data set developed and utilized while working on the article "A Nature-Inspired Approach to Energy-Efficient Relay Selection in Low-Power Wide-Area Networks (LPWAN)" for Sensors SI. The data set includes simulation results from OMNeT++ and the data to evaluate the parameters of the algorithms.</p>
Data-driven approaches to bestow environmental management through linking wastewater data to source estimation of hazardous waste [Data]
<p>Data of article <em>Data-driven approaches to bestow environmental management through linking wastewater data to source estimation of hazardous waste</em></p>
Data-driven approaches to bestow environmental management through linking wastewater data to source estimation of hazardous waste
<p>Data of article <em>Data-driven approaches to bestow environmental management through linking wastewater data to source estimation of hazardous waste</em></p>
ScienceDex guides
Understand access before you commit
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.