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5,530 results for “informal”
Supporting Information for the article "Exploring Photoredox-Catalyzed (Re)functionalizations with Core-Modified Benziodoxolones"
<p>Complete supporting information for the article: "Exploring Photoredox-Catalyzed (Re)functionalizations with Core-Modified Benziodoxolones" published on 21.11.2022 in Helvetica Chimica Acta</p> <p><a href="https://doi.org/10.1002/hlca.202200161">https://doi.org/10.1002/hlca.202200161</a></p> <p>This file contain all the data on general methods, reaction optimization and compound synthesis and characterization.</p>
Supplementary Information for "In-situ Plasma Studies using a Direct Current Microplasma in a Scanning Electron Microscope"
<p>Supplementary information for the article</p> <p><strong>"In-situ Plasma Studies using a Direct Current Microplasma in a Scanning Electron Microscope"</strong></p> <p>containing the videos of in-situ SEM imaging (mp4 files), raw data/images, and Jupyter notebooks (ipynb files) for data treatment and plots.</p> <p>Link to the publication: <a href="https://doi.org/10.1002/admt.202301632" target="_blank" rel="noopener">https://doi.org/10.1002/admt.202301632</a></p> <p>Link to the preprint: <a href="https://doi.org/10.48550/arXiv.2308.15123" target="_blank" rel="noopener">https://doi.org/10.48550/arXiv.2308.15123</a></p> <p>Explanation of the data files can be found in the <em>Information.pdf</em> file. The <em>Videos</em> folder contains the <em>in-situ </em>SEM image series mentioned in the paper.</p> <p>If there are any questions/bugs, feel free to contact me at the email given on <a href="https://orcid.org/0000-0002-5898-0713" target="_blank" rel="noopener">ORCID.</a></p>
Dataset - Characterization of groups of informal carers. A cluster analysis.
<pre>This is the dataset for the "Characterization of groups of informal caregivers. A cluster analysis using the example of Saxony."</pre>
Wild pedigrees inform mutation rates and historic abundance in baleen whales
<p>Phylogeny-based estimates suggesting a low germline mutation rate (<em>μ</em>) in baleen whales have influenced research ranging from assessments of whaling impacts to evolutionary cancer biology. We estimated <em>μ</em> directly from pedigrees in four baleen whale species for both the mitochondrial control region and nuclear genome. The results suggest values higher than those obtained through phylogeny-based estimates and similar to pedigree-based values for primates and toothed whales. Applying our estimate of <em>μ</em> reduces previous genetic–based estimates of pre-exploitation whale abundance by 86% and suggests that <em>μ</em> cannot explain low cancer rates in gigantic mammals. Our study shows that it is feasible to estimate <em>μ</em> directly from pedigrees in natural populations, with wide-ranging implications for ecological and evolutionary research.</p>
Dataset for PNAS: Adiabatic computing for optimal thermodynamic efficiency of information processing
<p>Data set for the article to be published in PNAS "Adiabatic computing for optimal thermodynamic efficiency of information processing"</p> <p>This data set contains:</p> <ul> <li><strong>optimal_1ms.zip</strong> : raw data files of the response to an optimal erasure protocol of characteristic duration 1ms. This Matlab file includes all necessary quantitites to compute the average work and heat during the procedure ( ie position trajectory and driving parameters).</li> <li><strong>optimal_3ms_part1 & _part2.zip</strong>: same for optimal protocols of 3ms.</li> <li><strong>Analysis_code_optimal.m</strong>: Analysis Matlab code to be run on the mat files above. The code run the full analysis and output the work, heat, kinetic and potential energy and some calibration parameters. The processed data is saved in <strong>optimal_1 & 3ms_result.mat</strong>.</li> <li><strong>Fast_erasure_v1_0.3 & _0.12.zip</strong>: same for basic protocol at v<sub>1</sub>=0 & v<sub>1</sub>=0.12. The processed data is saved in <strong>Fast_erasure_v1_0.3 & _0.12.mat</strong>. This data corresponds tp the two speeds used to draw the heating kinetic energy curves of Fig.4</li> <li> <p><strong>BasicAndOptimalTranslations.mat:</strong> Mat file containing the data used to create Fig. 3:</p> <ul> <li> <p>tprotocol (ms), x1basprotocol and x1optprotocol (sigma) define the ramps of the well center for the basic and optimal protocols (time and value of x1 for each ramp).</p> </li> <li> <p>t (ms), xbas and xopt (sigma) are the recording from the experiment (time, and arrays corresponding to 2000 measurements with 10ms of data sampled at 2Mhz each). The data is post processed with a low pass filter at 8kHz (filtfilt function in Matlab, using a 4th order butterworth filter). Fig. 3 correspond to the average of those 2000 trajectories.</p> </li> <li> <p>f0 (Hz) is the resonance frequency of the cantilever.</p> </li> </ul> </li> <li><strong>FigX.fig: </strong>Matlab format figure source used to draw all of the plots of the article, embedding the all data.</li> </ul>
Net-zero 1.5 °C sectorial pathways for G20 countries: energy and emissions data to inform science-based decarbonization targets
<p><span>This data for global, regional (EU-27), and country-specific (G20 member countries) energy and emission pathways required to achieve a defined carbon budget of under 450 Gt/CO2, developed to limit the mean global temperature rise to 1.5°C, over 50% likelihood. The data were calculated with the 1.5°C sectorial pathways of the One Earth Climate Model—an integrated energy assessment model devised at the University of Technology Sydney (UTS). </span></p> <p><span>The data consist of the following six zip-folder datasets (refer to Section 2 for an explanation of the data):</span></p> <p><span>1. </span><span>Appendix folder: Each file contains one worksheet, which summarizes the overall 1.5°C scenario.</span></p> <p><span>2. </span><span>Sector folder (XLSX): Each file contains one worksheet, which summarizes the industry sectors analysed.</span></p> <p><span>3. </span><span>Sector folder (CSV): The data contained are the same as those described in point 2.</span></p> <p><span>4. </span><span>Sector emissions folder: Each file contains one worksheet, which summarizes the total annual emissions for each industry sector.</span></p> <p><span>5. </span><span>Scope emissions folder (XLSX): Each file contains one worksheet, which summarizes the total annual emissions for each industry sector—with the additional specificity of emission scope. </span></p> <p><span>6. </span><span>Scope emissions folder (CSV): The data contained are the same as those described in point 5.</span></p>
Supporting Information: Exploring Novel Antimalarial Compounds Targeting Plasmodium falciparum Enoyl-ACP Reductase: Computational and Experimental Insights
<ul> <li>Library 1 with molecules already tested in vitro against PfENR in .sdf format. for the first molecular docking.</li> <li>.omv file of data used for ROC curve analysis.</li> <li>Library 2 with molecules structurally similar to the leader molecules LD1 and LD2 in .sdf format.</li> <li>CHJ and TCL standards used in molecular docking and DM.</li> <li>Chain A of the PDB coded structure 4IGE with NADH used in the molecular docking experiment.</li> <li>Input files for DM in PDB format:</li> </ul> <p>- PfENR_NAD_CHJ_DM</p> <p>- PfENR_NAD_LG1_DM</p> <p>- PfENR_NAD_LG2_DM</p> <p>- PfENR_NAD_TCL_DM</p> <ul> <li>The md file contains all the necessary data, including the scripts, for reproducing Molecular Dynamics.</li> </ul>
Glacier catalogue for IGM physics-informed deep-learning emulator pretraining
<p>This dataset was created with the iceflow glacier model CfsFlow to generate glacier extent and retreat in the Alps and New zealand with the goal to generate realistic and diverse glacier states for pretraining the physics-informed deep-learning emulator of IGM (https://github.com/jouvetg/igm).</p> <p>The data consists of distributed surface topography (usurf) and ice thickness (thk) of 8 snapshots of 37 glaciers in different stages (advance and retreat). The data is organized glacier-wise: each folder corresponds to one glacier, which contains a unique NetCDF file with 2D distributed raster data of surface elevation and ice thickness.</p>
Information Status Indicator
<p>A .csv table containing the results os all three information status sub-indicators, and the final information status indicator for all regions listed in GRIIS, considering alien amphibian species.</p>
Supplementary Information to the Consultation on the Progress Report of the Financial Sustainability Task Force: Responses
<p>This document contains the responses received in the consultation carried out by the Financial Sustainability Task Force of the EOSC Association (TF FinSust in the following) to obtain feedback on their Progress Report. The link to the Report can be found on the page about the Task Force at the website of the EOSC Association (<a href="https://www.eosc.eu/advisory-groups/financial-sustainability">https://www.eosc.eu/advisory-groups/financial-sustainability</a>). The questionnaire is available in Zenodo (<a href="https://doi.org/10.5281/zenodo.8334658">https://doi.org/10.5281/zenodo.8334658</a>)</p>
Propagule phenotypic traits of Kandelia obovata and sampling sites information in China
<p>Increasing studies have shown the importance of intraspecific trait variation (ITV) on the ecological process. However, the patterns and sources of ITV are still unclear, especially in the propagule of coastal vegetation. Here, we measured fresh weight (FW), fresh length (FL), maximum transverse diameter (TD<sub>max</sub>), minimum transverse diameter (TD<sub>min</sub>) and the ratio of TD<sub>max</sub> to TD<sub>min</sub> (RTD) of the hypocotyl (propagule) of <em>Kandelia obovata</em> for 66 genealogies across 26 sites. By combining multiple factors of climate, ocean and maternal tree to analyze their effects on the intraspecific trait variation of mangrove hypocotyl. The results showed that value of establishment traits (FW, FL, TD<sub>max</sub> and TD<sub>min</sub> which are related to mass) decreased along increasing latitudinal gradients and they were directly positively regulated by temperature. ITV of dispersal trait (RTD) was unstructured along latitudinal gradients, which was constrained by fitness tradeoff. Our findings indicate that establishment traits mainly varied between populations, whereas dispersal traits mainly varied between individuals. This study provides insights into the ITV of propagule in different functional dimensions on a broad scale and that may help integrate ITV into future analyses of mangrove protection.</p>
Supplementary information to "What does ChatGPT know about natural science and engineering?"
<p>This Excel workbook contains the survey data and data analysis from the manuscript "What does ChatGPT know about natural science and engineering?" by Schulze Balhorn et al.</p>
Characterising conical intersections in DNA/RNA nucleobases with multiconfigurational wave functions of varying active space size. Supplementary Information.
<p>Supplementary information that contains several files with the Cartesian coordinates for each one of the conical intersections optimized for each nucleobase at every active space studied. </p>
Scientific information retrieval systems
<p>Analysis of four scientific information retrieval systems: Google Scholar, Semantic Scholar, Internet Archive Scholar and BASE</p>
Dataset - Information Bubble and Learning in the Digital Age
<p>This dataset was utilized in the analyses presented in the paper entitled "Information Bubble and Learning in the Digital Age: An Analysis from the Perspective of European and African Students." Details regarding the dataset can be found in the Methodology section of the paper.</p>
NEEM seasonal dO18 data for "Climate information preserved in seasonal water isotope at NEEM: relationships with temperature, circulation and sea ice"
<p>NEEM seasonal dO18 data over the period 1855-2004.</p> <p><strong>Please cite the following reference when using the data:</strong></p> <p>Zheng, M., Sjolte, J., Adolphi, F., Vinther, B. M., Steen-Larsen, H. C., Popp, T. J., and Muscheler, R.: Climate information preserved in seasonal water isotope at NEEM: relationships with temperature, circulation and sea ice, Climate of the Past, 14, 1067-1078, <a href="https://doi.org/10.5194/cp-14-1067-2018">https://doi.org/10.5194/cp-14-1067-2018</a>, 2018.</p> <p> </p>
Supplemental Information
<p><strong>Scatterplots of POPs for "Prenatal and early postnatal exposure to Persistent Organic Pollutants (POPs) – What is the correlation between Dioxins and long-chain Per- and Polyfluorinated Alkyl Substances (PFAS)?"</strong></p>
Atomistic, Macromolecular Model of the Populus Secondary Cell Wall Informed by Solid-State NMR
<p>Solid-state NMR dataset used to inform molecular model of the Populus secondary cell wall.</p> <p>Contains:</p> <p>- 2D through-bond and through-space ssNMR data on 13C-enriched Populus wood. Data used to inform spectral deconvolution of selective 1D spin-diffusion data</p> <p>- 2D gelHSQC NMR data for understanding of lignin composition</p> <p>- MultiCP-1D-DARR datasets on 5 replicates. Includes raw NMR data and ascii files of processed spectra. For each replicate, three experiments are conducted: non-selective 1D MultiCP-DARR, 22ppm selective MultiCP-DARR, and 150ppm selective MultiCP-DARR. 13C-13C spin-diffusion mixing times ranged from 0.001 to 5000 ms.</p> <p>- Excel files containing tabulated deconvoluted signal areas, and averages for key signal groups.</p> <p>- Excel files containing tabulated magnetization recovery values for each signal and signal groups for all replicates. Averaged values for X2C, X2L, L2C and L2X at the longest mixing times (see manuscript) are used as key metrics for evaluating molecular models.</p> <p>- Excel files containing tabulated T1-adjusted spin-diffusion rate constants for each replicate, and key averages.</p>
Raw data for manuscript: Use of immunology in news and YouTube videos in the context of COVID-19: politicization and information bubbles
<p>Coding of newsarticles and videos related to immunology and COVID-19 in Italian and English</p>
Wildfire Information and Trace Gas Enhancement Ratios
<p>Wildfire Information, FRP statistics, TROPOMI ∆NO2/∆CO, and TROPOMI ∆HCHO/∆CO from "Analyzing the Impact of Evolving Combustion Conditions on the Composition of Wildfire Emissions Using Satellite Data"</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.