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Dataset
A Modified Cementing Technique for Preventing Gas Migra-tion During Plugging and Abandonment of High-Pressure Gas Wells - DATA
<p>The data presented in this study are available within the article and in the accompanying supplementary material. The dataset comprises the gas-migration test results, nano-SiO₂ concentration optimization data, thickening-time (consistency) measur...
Very Difficult (19.9)
DOI: 10.5281/zenodo.20720813
Dataset
Smartphone-Based Video Dataset for Acute vertigo Diagnosis in Emergency Settings: The SMART-VERTIGO database.
<p>This dataset contains <strong>cropped and pseudo de-identified videos</strong>. All personal metadata, or other identifiable information have been removed. While original consent covered general face video recording, the cropped eye images <s...
Databaseeye-videobalanceacute vertigomachine learning models
Very Difficult (15.4)
DOI: 10.5281/zenodo.18758864
Dataset
DIM PAMIR network and activities
<p>The following datasets document the activity of the DIM PAMIR (Domaine d’intérêt majeur — Patrimoines matériels – Innovation, expérimentation et résilience) over the period 2022 January 1st to 20...
politique de la recherchefinancement de la rechercheRégion Ile-de-Franceréseau de recherchepolitique de science ouverte
Very Difficult (15.0)
DOI: 10.5281/zenodo.20720377
Publication
Topological Signatures of Knowledge Diffusion Along Historical Human Movement Networks: A Computational Framework and an Invitation to the Social Sciences
<p class="MsoNormal">Repeated directed human movement along fixed corridors produces measurable diffusion effects in knowledge, biology, language, environment, and material culture that no individual participant observes and no single source records....
directed persistent homologysimplicial complexhuman movement networksknowledge diffusionhistorical GIS
Very Difficult (23.2)
DOI: 10.5281/zenodo.20720314
Software
rcpchgrowth
<h2>What's Changed</h2>
<blockquote>
<p><strong>2026-06-16 re-release note:</strong> The original 4.5.0 tag did not publish to PyPI because the release pipeline ran its tests in a different dependency environment from the PR/push CI (a test-only <cod...
Difficult (11.6)
DOI: 10.5281/zenodo.20720337
Image
Fig. 2. Flowchart used for panel data analysis. Predictor variables with variance inflation factor bigger than 10 in Using long-term data to predict fish abundance: the case of Prochilodus lineatus (Characiformes, Prochilodontidae) in the intensely regulated upper Paraná River
Neotropical Ichthyology
Fig. 2. Flowchart used for panel data analysis. Predictor variables with variance inflation factor bigger than 10 were removed to avoid multicollinearity. Question one was evaluated with Hausman's specification test (Hausman, 1978) and the LaGrange's...
BiodiversityTaxonomy
Very Difficult (15.2)
DOI: 10.5281/zenodo.20720065
Publication
Using long-term data to predict fish abundance: the case of Prochilodus lineatus (Characiformes, Prochilodontidae) in the intensely regulated upper Paraná River
Neotropical Ichthyology
Piana, Pitágoras A., Cardoso, Bárbara F., Dias, Joilson, Gomes, Luiz C., Agostinho, Angelo A., Miranda, Leandro E. (2017): Using long-term data to predict fish abundance: the case of Prochilodus lineatus (Characiformes, Prochilodontidae) in the inten...
BiodiversityTaxonomy
Moderate (8.9)
DOI: 10.1590/1982-0224-20160029
Dataset
Digi4ECO additions to the Smartbay Marine Species Object Detection Training dataset
<p>Training Dataset</p>
<p>The SmartBay Observatory in Galway Bay is an important contribution by Ireland to the growing global network of real-time data capture systems deployed within the ocean – technology giving us new insights into the oce...
Difficult (13.6)
DOI: 10.5281/zenodo.20398591
Software
Human–AI collaboration for diabetic retinopathy screening: a Bayesian diagnostic test-accuracy network meta-analysis
Very Difficult (21.5)
DOI: 10.5281/zenodo.20719994
Publication
REWEKA - Software for calculating the trajectories of interacting celestial bodies
<p class="MsoBodyTextIndent3">Version 4. In this version, the reader will see four windows simultaneously, displaying the dynamic trajectories of the entire group of bodies and each pair of bodies for each trio of bodies. Various methods for construc...
Three-Body Problem
Difficult (12.5)
DOI: 10.5281/zenodo.20719875
Other
Daily page
<p>This is a test dataset for aggregated data within an archive format.</p>
Easy (7.8)
DOI: 10.5281/zenodo.20719744
Software
zwicker-group/py-pde: 0.57.0
<p>This release accumulates various small improvements and fixes. A highlight is the new <code>ReactionDiffusionPDE</code> class, which simplifies the definition of typical reaction-diffusion systems.</p>
<h2>What's Changed</h2>
<ul>
<li>Clarified wh...
Very Difficult (16.6)
DOI: 10.5281/zenodo.20719879
Dataset
In-situ water purification with a zero-gap flow cell electrolyzer for seawater electrolysis
<div>This folder contains the experimental data set for the paper "In-situ water purification with a zero-gap flow cell electrolyzer for seawater electrolysis". Please check the "READ ME" file in the folder for more information about the experimental...
Difficult (11.3)
DOI: 10.5281/zenodo.20719149
Publication
Participatory teaching improves learning outcomes: Evidence from a field experiment in Tanzania
Journal of Development Economics
<p>While participatory teaching methods have been shown to be more successful than traditional rote learning in high-income countries, it is less clear if they can help address the learning crisis in low- and middle-income countries, where classes te...
Education qualityTeacher trainingParticipatory teachingTeacher content knowledgeComputer-assisted learning
Very Difficult (19.4)
DOI: 10.5281/zenodo.20719627
Publication
Comparative performance of reference-based metagenomic tools to identify species-level taxa among families of bacteria: benchmarking Mycobacteriaceae and Neisseriaceae
<p>Data package, including scripts, results files, split into 3 zip files:</p>
<ol>
<li>Metagenomic simulation: scripts and genome files for the creation of simulated metagenomes used in this analysis. The user must download the NCBI refseq dat...
Difficult (11.7)
DOI: 10.5281/zenodo.20719199
Publication
Neocosmospora undetermined
Screening and identification of fungal species associated with early-stage deterioration of natural rubber, pp. 119-156 in MycoKeys
<p><i>Neocosmospora</i> sp.</p><p>Fig. 10</p><p><b>Description.</b></p><p>Associated with contaminated rubber latex. <b>Sexual morph</b>: Undetermined. <b>Asexual morph</b>: <i>Fruiting bodies</i> observed on the PDA plate covered with a natural rubb...
BiodiversityTaxonomyFungiAscomycotaSordariomycetes
Very Difficult (15.9)
DOI: 10.5281/zenodo.20719308
Publication
Helmholtz Knowledge Graph: Documentation
<p>This is the code and content of the Documentation for the Helmholtz Knowledge Graph Project. <br> <br>For more information on deployment and documentation as well as data access see<br>Search UI - https://search.unhide.helmh...
MetadataHelmholtz AssociationKnowledge GraphDocumentationDocusaurus
Very Difficult (27.0)
DOI: 10.5281/zenodo.20509084
Publication
Urinary B-type natriuretic peptide levels in the diagnosis and prognosis of heart failure
Journal of Cardiac Failure
<p>Background: Plasma B-type natriuretic peptide (BNP) is a useful biomarker for diagnosis and prognosis of heart failure (HF); however, urine BNP has never been calculated. We sought to compare urinary and plasma BNP levels and to investigate the po...
neurohormonalurineNYHA
Difficult (12.4)
DOI: 10.1016/j.cardfail.2007.04.007
Software
Helmholtz Knowledge Graph: Web User Interface
<p>This is the code of the Helmholtz Knowledge Graph Web User Interface. Current deployment can be found at https://search.unhide.helmholtz-metadaten.de/<br> <br>For more information on deployment and documentation of the Helmholtz ...
MetadataKnowledge GraphUser InterfaceSerach AppunHIDE
Very Difficult (15.1)
DOI: 10.5281/zenodo.20509101
Dataset
Data and code for "Reversible mixing as a fidelity test for lattice-Boltzmann scalar transport: the collision operator sets the floor"
<p>Companion data and code for the AIChE Journal R&D Note. A compact tracer blob is stirred for a time <em>T</em>, the driving is reversed and advanced a further <em>T</em>, and the recovered field is scored against the initial blob by a normaliz...
Difficult (12.5)
DOI: 10.5281/zenodo.20718856
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