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18,658 results for “impacts”

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zenodo36/100

Obliteration of ancient impact basins on the Moon by viscous relaxation

<p>This dataset includes all the raw data for the figures and extended data figures in the manuscript titled "Obliteration of ancient impact basins on the Moon by viscous relaxation".</p>

opencc-by-4.0Oct 2024View details →
zenodo36/100

Pathogen non-planktonic phases within the urinary tract impact early infection and resistance evolution - Data

<p>This upload contains data that is necessary to re-create the figures for the manuscript "<strong>Infection dynamics in the urinary tract - The importance of non-planktonic phases during early infection and resistance evolution</strong>" by Raatz et al. published in The ISME Journal (<a href="https://doi.org/10.1093/ismejo/wrae191">https://doi.org/10.1093/ismejo/wrae191</a>).</p> <p>This manuscript is available as a bioRxiv preprint at https://www.biorxiv.org/content/10.1101/2023.10.23.563535.</p> <p>The related upload with DOI 10.5281/zenodo.10025282 contains the scripts to compute this data set, as well as the scripts for plotting.</p> <p>&nbsp;</p>

opencc-by-4.0Sep 2024View details →
zenodo36/100

Evaluating the Impact of Triple Compound Therapy on Relapse Frequency and Quality of Life in Children with Severe Atopic Dermatitis: A Phase II Randomised Clinical Trial

<p>Datasets and analysis from A multi-centre, randomized controlled trial, on pediatric Atopic Dermatitis, conducted at Red Cross and Walter Sisulu Hospitals. The study is entitled Evaluating the Impact of Triple Compound Therapy on Relapse Frequency and Quality of Life in Children with Severe Atopic Dermatitis: A Phase II Randomised Clinical Trial.</p>

opencc-by-4.0Oct 2024View details →
zenodo36/100

Change Impact Analysis in Microservice Systems A Systematic Literature Review

<p>Reproduction package for Change Impact Analysis in Microservice Systems A Systematic Literature Review</p>

opencc-by-4.0Aug 2024View details →
zenodo36/100

Seasonality of cyanobacteria and eukaryotes in Lake Geneva and the impacts of cyanotoxins on growth of the model ciliate Tetrahymena pyriformis

<p><span>Toxic cyanobacteria are likely to be favored by global warming and other human impacts, posing significant threats to aquatic ecosystems. While cyanobacterial blooms in eutrophic lakes are widely investigated, the dynamics of cyanobacteria and the effects of their toxins and bioactive metabolites on the plankton communities in mesotrophic and oligotrophic lakes are less well understood. &nbsp;Here we investigated seasonal dynamics of cyanobacteria, eukaryotic algae and cyanotoxins in oligo-mesotrophic Lake Geneva&mdash;the largest and deepest lake in western Europe. High-throughput sequencing of the 16S rRNA genes in 143 samples along a water column revealed that Lake Geneva hosts diverse, co-dominant cyanobacterial genera, including <em>Planktothrix</em>, <em>Cyanobium</em>, <em>Pseudanabaena</em>, and <em>Aphanizomenon. </em>The abundance of the <em>mcyA</em> gene marker for microcystin production was highly correlated with total cyanobacteria abundance, obtained from qPCR of the 16S rRNA genes. Targeted LC-HRMS/MS analysis demonstrated peak concentrations of cyanotoxins in September and December 2021 at the deep chlorophyll-a maximum layer, reaching up to 1474 ng/l for anabaenopeptins and 144 ng/l for microcystins. The toxin peaks did not correlate with the abundance or variations in the cyanobacteria or eukaryote community, but they were correlated in time with seasonal lows in the abundances of ciliates (18S rRNA analysis). Laboratory exposure tests demonstrated that growth of the model ciliate <em>Tetrahymena pyriformis </em>was inhibited by Microcystin-RR and Anabaenopeptin A at environmentally relevant concentrations in the ng/l-range, in natural lake water, </span><span>synthetic freshwater, and growth media spiked with the cyanotoxins. Our findings suggest that even low concentrations (in the ng/l-range) of microcystins and anabaenopeptins, reduce growth of ciliates such as <em>T. pyriformis</em> and can be expected to have wider impacts on the eukaryote communities. </span></p>

opencc-by-4.0Dec 2024View details →
zenodo36/100

ResNet and Asymmetric ResNet Weights, for "The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof"

<p>Trained checkpoints of tens of thousands of neural networks, for use in our paper "The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof" (https://arxiv.org/abs/2405.20231).</p>

opencc-by-4.0Oct 2024View details →
zenodo36/100

Figure data and code for "Impact of orographic drag schemes on East Asian rainfall"

Open the record for dataset details and reuse information.

opencc-by-4.0Oct 2024View details →
zenodo36/100

Investigating the Impact of Visual Stimuli on the Auditory Selective Attention in a VR Classroom

<h2>General</h2> <p>The audio-visual Auditory Selective Attention - visual Priming (avASAvisPrim) project serves to investigate the impact of visual stimuli on auditory selective attention switch in a close-to-real-life classroom setting. This dataset consists of a Unity project and Matlab code used to collect data as well as the collected data and R scripts used for evaluation.</p> <p><strong>The dataset contains:</strong></p> <p>&nbsp; &nbsp; Unity project for audiovisual display and the experiment structure<br>&nbsp; &nbsp; Matlab code for experiment preparation and HpFT measurement<br>&nbsp; &nbsp; Data collected in the experiment (experiment performance)<br>&nbsp;&nbsp;&nbsp; R code for data evaluation</p> <h2>Experiment preparation using Matlab</h2> <p>The code and software used to prepare the experiment is provided in the folder "matlab_avASAvisPrim".</p> <p>The Matlab code used to prepare the trials for each participant as well as to measure the HpTFs. For the HpTF measurements, the &nbsp;ITA Toolbox for Matlab was used and is provided (https://git.rwth-aachen.de/ita/toolbox). A developmental version of Virtual acoustics (VA) 2021a (https://www.virtualacoustics.org/VA/overview/) is provided.</p> <p><strong>Software requirements:</strong></p> <p>&nbsp; &nbsp; Matlab 2020a or higher<br>&nbsp; &nbsp; ITA Toolbox for Matlab installed</p> <h2><br>Experiment conduction in Unity</h2> <p>The Unity project is provided in the folder "unity_avASAvisPrim".</p> <p>Therefore, a virtual classroom with some basic furniture is provided. The used models, prefabs and plugins can be found in the Assets folder.</p> <p>The acoustic stimuli for the task are taken from Loh and Fels 2023 "ChildASA dataset: Speech and Noise Material fpr Child-appropriate Paradigms on Auditory Selective Attention" https://doi.org/10.18154/RWTH-2023-00740.&nbsp;</p> <p>This Unity project was intended for the use in virtual reality using an HMD and respective controllers for input. However, it can also be used on a desktop pc. The mode can be changed using the "VRMode" toggle as described below.<br>The audio reproduction is realized using the Unity plugin for Virtual Acoustics (VA, http://www.virtualacoustics.org/ and https://git.rwth-aachen.de/ita/vaunity_package).</p> <p><strong>Software requirements:</strong></p> <p>&nbsp; &nbsp; Unity 2019.4.21.f1.<br>&nbsp; &nbsp; SteamVR 1.19.7<br>&nbsp; &nbsp; Virtual Acoustics v2021a, VAUnity: https://git.rwth-aachen.de/ita/VAUnity</p> <h2><br>Data evaluation</h2> <p>The collected data is provided in the folder "dataEvaluation_avASAvisPrim". This folder contains three types of data: the raw data collected in the experiment (reaction times and error rates). R code for the evaluation of the head tracking data and the questionnaires is provided.</p>

opencc-by-4.0Aug 2024View details →
zenodo36/100

Data for Marshall et al, "Microbial metabolism disrupts cytokine activity to impact host immune response"

<p>Raw data for publication "Microbial metabolism disrupts cytokine activity to impact host immune response", Marshall EKP et al. The archive is organized into folders containing raw data pertaining to each figure.</p>

opencc-by-4.0Oct 2024View details →
zenodo36/100

Data from Evaluating the impact of climate communication activities by scientists: what is known and necessary?

<p>This dataset contains three text files in RIS format and two pdf files. They represent the analysis for "Evaluating the impact of climate communication activities by scientists: what is known and necessary?" (https://doi.org/10.5194/gc-7-91-2024).&nbsp;</p> <p>There are three stages</p> <ol> <li>The initial search: <ul> <li> <p>The <em>Literature search PE on CC.pdf</em> file provides the initial search terms</p> </li> <li> <p>The <em>Search PE on CC 'Outreach added'.pdf</em> file expands that initial search to include outreach</p> </li> <li>The&nbsp;<em>Initial search (outreach included).ris</em> file contains references to all 819 articles included in the initial search</li> </ul> </li> <li>Excluded first round (based on title and abstract) <ul> <li>The <em>Excluded first round.ris</em> file contains references to all 755 articles excluded in the first round</li> </ul> </li> <li>Included papers <ul> <li>The <em>Included papers.ris </em>file contains references to all 7 articles that were included in the final analysis</li> </ul> </li> </ol>

opencc-by-4.0Oct 2024View details →
zenodo36/100

The dataset of "Evaluation of Digital Supply Chain Technology's Impact on Sustainability Under the Moderate Effect of Supply Chain Dynamism: An Empirical Research in the Chinese Energy Supply Chain"

<p>This dataset involves the data from the questionnaire, which come from the project "Evaluation of Digital Supply Chain Technology&rsquo;s Impact on Sustainability Under the Moderate Effect of Supply Chain Dynamism: An Empirical Research in the Chinese Energy Supply Chain". It comprises three dimensions questions, technology, sustainability and supply chain dynamism. The datas come from two Chinese energy firms, <span>China Resources Power Zhejiang Company and Hunan HuaDian Changsha Electric Co., Ltd.</span></p>

opencc-by-4.0Oct 2024View details →
zenodo36/100

Towards Understanding the Impact of Code Modifications on Software Quality Metrics

<p>The provided dataset contains the data used by "Towards Understanding the Impact of Code Modifications on Software Quality Metrics", in order to examine the impact of code changes in software quality metrics and identify types of code changes with similar impact and the results obtained.</p>

opencc-by-4.0Nov 2023View details →
zenodo36/100

Impact of CYP3A5 Genotypes on Tacrolimus Pharmacokinetics in Colombian Liver Transplant Patients

<p><strong><span>Impact of CYP3A5 Genotypes on Tacrolimus Pharmacokinetics in Colombian Liver Transplant Patients</span></strong></p>

opencc-by-4.0Oct 2024View details →
zenodo36/100

IPBES Invasive Alien Species Assessment, database for Chapter 4. Impact Evidence Database

<p>This is a database described in the data management report for chapter 4 of IPBES thematic assessment on invasive alien species and their control.</p> <p>Data were gathered on direct observations of impacts from published literature, including grey literature, in order to form a database on the evidence to which invasive alien species impact, negatively and positively, nature, nature's contributions to people and good quality of life for Chapter 4 of IPBES thematic assessment of invasive alien species and their control. The criteria for inclusion were a published direct evidence of an impact on native species, a change in ecosystem properties, nature's contributions to people and the extent to which humans were affected through changes in their constituents of well-being.</p> <p>&nbsp;</p> <p>Updates to version 3:</p> <p>1) Assessor &ldquo;EAM&rdquo; has been replaced by &ldquo;Ester Mostert&rdquo;,</p> <p>2) There were 50 Unique IDs that were paired. These are now differentiated by adding an a and b to the end of these to make them truly unique,</p> <p>3) Removed 40 duplicates</p> <p>4) RowID were re-numbered to reflect the unique number of rows</p> <p>&nbsp;</p>

opencc-by-4.0Nov 2021View details →
zenodo36/100

Concordance and Discordance of Opinions on the Impact of SDG3 on Infertility among Nigerian Women: A Perspective Review

<p>Several studies have explored the frequency of infertility in underdeveloped and developing countries, such as Nigeria, and its potential impacts on the mental and physical well-being of affected individuals. This study aimed to sample the different opinions on the impact of sustainable development goals 3 (SDG3) on infertility among Nigerian women using different perspectives. Current literatures from different databases including Scopus, Web of Science, JSTOR, MEDLINE, PubMed, EMBASE, CINAHL, Google Scholar, etc. on the topic were searched online and reviewed. This perspective review revealed various factors contributing to the burden of infertility among Nigerian women, encompassing medical conditions, modifiable risk factors, environmental influences, physical and psychological stressors, and policy-related considerations. Socio-economic factors were also implicated in infertility within this population. As there were concordance and discordance in the sampled opinions on the impact of SDG3 on infertility among Nigerian women, addressing the burden of infertility among Nigerian women requires a multi-faceted approach including interventions aligned with SDG3.</p>

opencc-by-4.0Oct 2024View details →
zenodo36/100

Data set of study Examining the impact of cognitive control and discrimination on mental health outcomes in diverse Pakistani and Afghan communities

<div> <div> <div> <div> <div> <div> <div> <div> <div> <div> <div> <div> <div> <p>This dataset is part of a study examining the impact of cognitive control and discrimination on mental health outcomes among diverse Pakistani and Afghan communities. It includes demographic variables such as age, gender, and ethnicity, as well as psychological measures assessing cognitive control, discrimination experiences, and various mental health outcomes.</p> </div> </div> </div> </div> <div> <div> <div> <div>&nbsp;</div> <div><span>4o</span></div> <span></span></div> </div> </div> <div>&nbsp;</div> <div> <div>&nbsp;</div> </div> </div> <div> <div>&nbsp;</div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div> <div> <div> <div> <div> <div>&nbsp;</div> <div> <div>&nbsp;</div> </div> <div> <div> <div> <div> <div> <div> <div> <div>&nbsp;</div> </div> </div> </div> </div> <div> <div>&nbsp;</div> </div> </div> </div> </div> </div> </div> </div> </div> </div>

opencc-by-4.0Oct 2024View details →
zenodo36/100

Impact of Upper-Plate Faulting on Megathrust Foreshocks: Insights from the 2014 Iquique Earthquake

<p>Data set from the work: <strong>Impact of Upper-Plate Faulting on Megathrust Foreshocks: Insights from the 2014 Iquique Earthquake</strong>. DOI:</p> <p>input_files.tar.gz contains all the files (params, mesh, fault geomtry) necessary to run the python codes that will create the in.param files to be run using UniCyclE.</p> <p>in-param-files.tar.gz contains the in.param, rfaults.flt.2d, volume.ned, volume.trv. All these files will be used to run UniCyclE for each mnodel.</p> <p>vel_SAM.dat are the coseismic displacement of the continuous GPS stations that captured the Mw8.1 2014 Iquique earthquake, relative to South America.</p> <p>20_temp.csv is the temperature model used to compute the thermally activated viscoelastic behavior in the continental and oceanic mantle using a power creep law.&nbsp;</p> <p>the grl_codes.zip contains all the data and a jupyter notebook to process the results from the model in the same way as it is done in the paper in Figure 3.</p>

opencc-by-4.0Jun 2024View details →
zenodo36/100

Dataset Questionnaire The Impact Perceived Desirability, Propensity to Act, and Perceived Feasibility towards Technoprenurial Commitment Based on A Entreprenurial Event Theory

<p>The following dataset is a dataset from a study that investigated the driving factors in EEM, namely perceived desirability, propensity to act, and perceived feasibility to technopreneurship intention.</p>

opencc-by-4.0Oct 2024View details →
zenodo36/100

Data for the publication "Evaluation of climatic impacts of ice nucleating particles through precipitation process with a GCM"

<p>These data are a set of annual-mean values for 5yr simulations using the MIROC6-SPRINTARS global aerosol-climate model with different treatments of precipitation (i.e., diagnostic and prognostic). The outputs include diagnostics from the satellite simulator COSP2.<br>The data are used in the manuscript entitled "Evaluation of climatic impacts of ice nucleating particles through precipitation process with a GCM". All data used in this study are available from the corresponding author upon request.</p>

opencc-by-4.0Nov 2024View details →
zenodo36/100

Processed data for Evidence of horizontal gene transfer and environmental selection impacting antibiotic resistance evolution in soil-dwelling Listeria

<p>Processed/source data for the manuscript Evidence of horizontal gene transfer and environmental selection impacting antibiotic resistance evolution in soil-dwelling <em>Listeria</em>.</p>

opencc-by-4.0Nov 2024View details →

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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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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