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6,782 results for “project”
Keypoints extracted from custom videos, collected for human activity recognition project
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PlasmidHunter project scripts, package source codes and benchmark data
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NANCY SNS JU Project - 5G Coverage Expansion Dataset 1
<p>The dataset is the experimental output of a 5G New Radio (NR) coverage expansion use case in the context of the NANCY project (<a href="https://nancy-project.eu/" rel="nofollow">https://nancy-project.eu/</a>). Two experimental scenarios were carried out, namely a) a scenario where a user equipment (UE) is directly connected to a Base Station (BS) through a 5G NR link, and b) a scenario where an intermediate node is employed, which acts as a relay between the base station and the UE. To this end, two 5G BSs were deployed, using Ettus Research USRP B210 devices. Also, two 5G modules equipped with custom SIM cards were used as end devices that connect to the BSs. From a software perspective, the srsRAN was used to deploy the USRP-based BSs, while the Open5GS software was used for Core Network functionality. Furthermore, iPerf3 and VLC Media Player were utilized to generate network traffic between the BS and the end device.</p> <p>The dataset’s potential applications are wide; for instance, it can be used to provide insights into how the different video streaming resolutions affect the network load. The data collected from the video streaming sessions was critical in evaluating the network's ability to handle video content of varying quality. In this respect, higher video resolutions resulted in more data-intensive streaming and higher requirements in terms of network capacity Furthermore, the dataset can be leveraged by Machine Learning (ML) and Artificial Intelligence (AI) algorithms for proactively orchestrating the network resources to maximize the users’ quality of experience and quality of service.</p> <p>The NANCY project has received funding from the Smart Networks and Services Joint Undertaking (SNS JU) under the European Union's Horizon Europe research and innovation programme under Grant Agreement No 101096456.</p>
PPARγ-bla dataset curated and enriched using the Enalos tools and Enalos KNIME nodes for machine learning analysis (SCENARIOS project)
<p>A curated and enriched dataset for PPARγ-bla, intended for in silico model development, was obtained from PubChem BioAssay under the numeric identifier AID 743194 using Enalos tools and Enalos KNIME nodes. This dataset specifically utilizes compounds from the Tox21 10K chemical library that underwent screening against the PPARγ-bla HEK293H cell line. The cell line contains a beta-lactamase reporter gene, and all the information was extracted from PubChem Bioassay ID 743194 using Enalos tools and Enalos KNIME nodes. The original bioassay, consisting of 6587 compounds, assessed the antagonist activity of small molecules and classified them as 'active', 'inactive' or 'inconsistent' based on their AC50 (potency) score. The curated PPARγ dataset comprises 1230 compounds selected from the original bioassay and enriched with 777 molecular descriptors extracted from their 2D structure using EnalosMold2 KNIME nodes.</p>
4CE-MED project presentation
<p>This video explains the aim and participant partners of 4CE-MED project.</p>
Demo data of Northern Cluster in OneNet project
<p>Datasets include in CSV or JSON format examples of Northern cluster’s Estonian implementation of different steps in the flexibility value chain: description of available resources, grid data needed for the bid optimization, list of bids for a specific delivery period, system operator’s purchase offer for the same delivery period, optimisation results of the same delivery period, baselines submitted by the flexibility service provider for the same delivery period, sub-meter measurements submitted by the flexibility service provider for the same delivery period, and settlement results for the same delivery period.</p> <p>Datasets correspond to Northern Cluster Roles <a href="../records/10551238">https://zenodo.org/records/10551238</a> and Business Objects <a href="../records/10809262">https://zenodo.org/records/10809262</a> covering demo Use Cases <a href="../records/10809308">https://zenodo.org/records/10809308</a>.</p>
Informal diagrams (.drawio) mined from GitHub projects with more than 5000 stars
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CBCT projections of both geometric and anthropomorphic numerical phantoms generated with Fastcat
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Scripts and data for "Climate damage projections beyond annual temperature"
<p>The zip file in this record contains code and data to reproduce the figures and tables and to replicate the underlying analysis in the following publication:</p> <p><em>Waidelich, P., Batibeniz, F., Rising, J., Kikstra, J. S., Seneviratne, S. I. (2024). Climate damage projections beyond annual temperature. Nature Climate Change. DOI: 10.1038/s41558-024-01990-8.</em></p> <p>For more information on the repository's content, including the sources for data input files, see the README document.</p> <p>For questions and requests for intermediate files and/or additional material, please contact Paul Waidelich (corresponding author).<br><br>Version history:<br>- Version 2: incorporates editorial suggestions and the exporting of clean source data files in CSV format to the main figure scripts and adds the new Supplementary Fig. S5.</p>
Effects of biochar soil amendments on soil properties and plant recruitment in coastal climate change adaptation projects
<p>Biochar is a carbon-rich material produced through the pyrolysis of organic waste from the agricultural and forestry industries. Because black carbon is chemically stable, its application to agricultural fields is being touted as a method to mitigate greenhouse gas emissions as it has been shown to improve the fertility of the soil and crop yields as well as increase carbon sequestration. This data publication archives data from a set of paired restoration projects that incorporated biochar soil amendments to test the ability of biochar to provide positive ecosystem or carbon sequestration benefits.</p>
UKBOL project samples for the 2023 - 2024 reporting period
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XBT data from the SAMOWA project FAPESP 2015/26450-8
<p>Collection of 21 original XBT data files in text format, compressed by this command on a linux 64 system:</p> <p>tar -czvf XBT_text_SAMOWA_01_to_21.tgz samowa*.edf</p> <p>Uncompress it with:</p> <p>tar xvf XBT_text_SAMOWA_01_to_21.tgz</p> <p>These are human-readable text files. There is a standard XBT header and a table with depth in m, temperature in-situ in Celsius and estimated sound velocity in m/s.</p>
Glider Data South Atlantic Subtropical Model Water (SAMOWA) Project 2018
<p>Glider data collected at the South Atlantic ocean during the winter of 2018 (see Sato et al. (2024), JGR-Oceans, for details).</p> <p>The files are organized by tracks performed by the glider.</p> <p>The data are in Matlab format and the variables are:</p> <p>dd is the julian day of 2018, lat is latitude, lon is longitude, pre is pressure, rhoi, density, </p> <p>and ssi and tti are the absolute salinity and the conservative temperature.</p> <p>Uncompress the file with: tar xvf samowa_glider2018_mat.tgz</p> <p>If you want to read this file in python, use: loadmat from scipy.io.</p> <p>All variables are in SI units.</p> <p> </p>
Capstone project appendix
<p>Data sets and r studio code used for capstone project</p>
Data and Drawing Project for [A Method for Nonlinear Electric-thermal Coupling Calculations of Bushings Based on Unbiased Gradient-free Smooth Domains]
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A new low-carbon project scheduling problem with renewable and traditional energy A comprehensive analysis and its solution
<p>The data and related experimental results used in the article</p>
F I G U R E 8 in Global warming is projected to lead to increased freshwater growth potential and changes in pace of life in Atlantic salmon Salmo salar
F I G U R E 8 Projected change in age-at-smoltification under the three shared socioeconomic pathways and representative concentration pathways: (a) SSP1-RCP2.6 (green), (b) SSP3-RCP7.0 (orange), and (c) SSP5-RCP8.5 (red) for juvenile Atlantic salmon in the Burrishoole. The grayshaded area represents the historical reference (2000 to 2020), and the red vertical line represents the historical average.
Dataset for "Projected thermally driven elderly mortality for Beijing under greenhouse gas and stratospheric aerosol geoengineering scenarios"
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Accounting for Pacific climate variability increases projected global warming_v1
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Supplementary Video for Capstone Research Project thesis
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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.