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8,537 results for “Openness”
La Digital Libray open data della Biblioteca del Comune di Mottola - Progetto "Terra delle Gravine"
<p><em>Terra delle Gravine tra sharing economy e turismo esperienziale</em><a href="#_ftn1">[1]</a> è un progetto finanziato dalla Regione Puglia a un consorzio di dodici comuni della provincia di Taranto, finalizzato alla formazione di studenti di scuola secondaria superiore nella descrizione di risorse digitali relative al patrimonio culturale in formato open data e alla creazione di una piattaforma, sempre in formato Open Data, di contenuti relativi ai beni culturali dei comuni coinvolti.</p> <p>Le attività sono state progettate e realizzate tra il 2017 e il 2018 dal Dipartimento di Studi Umanistici – DISUM dell’Università degli Studi di Bari e dalla spin off DABIMUS S.r.l. in collaborazione con l’Open Data Manager Pierfrancesco Paolicelli.</p> <p>I percorsi formativi e i tracciati in Open Data da utilizzare per indicizzare i beni considerati sono stati progettati in relazione alle diverse classi di beni culturali oggetto di interesse, che hanno incluso beni monumentali, beni storico artistici e demo-etnoantropologici e beni librari.</p> <p>Il DISUM, nella persona del prof. Nicola Barbuti, ha curato sia la progettazione e realizzazione del tracciato in open data utilizzato per indicizzare e pubblicare on line una selezione di volumi a stampa delle biblioteche comunali di Massafra, Mottola e Grottaglie, sia la formazione degli studenti delle scuole secondarie superiori dei tre comuni alla descrizione catalografica di risorse digitali librarie.</p> <p>I dataset sono stati strutturati conformemente alle regole definite dalla Regione Puglia nel suo catalogo <a href="http://www.dataset.puglia.it/">http://www.dataset.puglia.it/</a>, conformi all’ontologia dei luoghi della cultura e degli eventi culturali <em>Cultural ON</em> realizzata dal MiBACT nell’ambito del progetto nazionale <a href="http://dati.beniculturali.it">http://dati.beniculturali.it</a>, la piattaforma in cui il Ministero si propone di pubblicare il patrimonio culturale informativo secondo la logica dei Linked Open Data.</p> <p>Gli studenti degli istituti scolastici superiori dei tre comuni, impegnati in percorsi di Alternanza Scuola Lavoro, hanno prima seguito la formazione, quindi hanno indicizzato una selezione di volumi delle biblioteche comunali di riferimento utilizzando il tracciato in formato open data realizzato per il progetto<a href="#_ftn2">[2]</a>.</p> <p>Per facilitare la descrizione collaborativa e per la condivisione dei file con i tracciati è stata utilizzata la suite di Google Drive, di semplice utilizzo.</p> <p>Il monitoraggio degli stati di avanzamento di progetto e l’interazione con i team di studenti è stato realizzato attivando anche specifici gruppi tramite l’app Telegram, veloce, sicura, semplice e open.</p> <p>Le attività si sono svolte secondo le seguenti fasi:</p> <ul> <li>affiancamento degli studenti e formazione sui processi di indicizzazione secondo il formato di dati open CKAN;</li> <li>formazione sugli standard di descrizione digitale e indicizzazione di risorse librarie e sulla co-creazione assistita di dataset in open data;</li> <li>insegnamento sul riuso dei dati aperti per creare mappe, percorsi, infografiche, statistiche.</li> </ul> <p>Le tre digital library sono pubblicate sul sito dell’AgID <a href="http://dati.gov.it">http://dati.gov.it</a><a href="#_ftn3">[3]</a></p> <p> </p> <p><a href="#_ftnref1">[1]</a> https://terradellegravineprogettazioneperlacultura.wordpress.com/il-progetto/</p> <p><a href="#_ftnref2">[2]</a> http://www.terradellegravine.eu:3389/dataset</p> <p><a href="#_ftnref3">[3]</a> Massafra: <a href="https://dati.gov.it/dataset?id=69a7c931-b910-4acd-9f8f-47d0bd4f9dfb">https://dati.gov.it/dataset?id=69a7c931-b910-4acd-9f8f-47d0bd4f9dfb</a></p> <p>Grottaglie: <a href="https://dati.gov.it/dataset?id=644e8203-18f0-40a5-a46a-bd78cb2bd999">https://dati.gov.it/dataset?id=644e8203-18f0-40a5-a46a-bd78cb2bd999</a></p> <p>Mottola: <a href="https://dati.gov.it/dataset?id=5a99673e-2123-462e-a868-85b03c46c7fd">https://dati.gov.it/dataset?id=5a99673e-2123-462e-a868-85b03c46c7fd</a></p>
Switch to second-line versus continued first-line antiretroviral therapy for patients with low-level HIV-1 viremia: an open-label randomized controlled trial in Lesotho
<p>These are pseudo-anonymised data from the SESOTHO randomised trial: "Switch to second-line versus WHO-guided standard of care for unsuppressed patients on first-line ART with viremia below 1000 copies/mL – a multicenter, parallel-group, open-label, randomized clinical study in rural Lesotho". There are two datasets, one containing baseline data (one row per participant) and one containing longitudinal viral load data (one row per participant per visit). The data dictionary explains the data available in each dataset. Between August 2017 and August 2019, 80 eligible and consenting participants were enrolled from eight health facilities in four districts of Lesotho, and followed up for nine months. The protocol was published, DOI: 10.1186/s12879-018-2979-y</p>
Data & Open Science analysis of citizen science projects related with pollution
<p>These two spreadsheets contain the analysis done from a Data & Open Science perspective of citizen science projects related with pollution</p>
Data from: Assessing species boundaries in the open sea: an integrative taxonomic approach to the pteropod genus Diacavolinia
To track changes in pelagic biodiversity in response to climate change, it is essential to accurately define species boundaries. Shelled pteropods are a group of holoplanktonic gastropods that have been proposed as bio-indicators because of their vulnerability to ocean acidification. A particularly suitable, yet challenging group for integrative taxonomy is the pteropod genus Diacavolinia, which has a circumglobal distribution and is the most species-rich pteropod genus, with 24 described species. We assessed species boundaries in this genus, with inferences based on geometric morphometric analyses of shell-shape variation, genetic (cytochrome c oxidase subunit I, 28S rDNA sequences) and geographic data. We found support for a total of 13 species worldwide, with observations of 706 museum and 263 freshly collected specimens across a global collection of material, including holo‐ and paratype specimens for 14 species. In the Atlantic Ocean, two species are well supported, in contrast to the eight currently described, and in the Indo‐Pacific we found a maximum of 11 species, partially merging 13 of the described species. Distributions of these revised species are congruent with well-known biogeographic provinces. Combining varied datasets in an integrative framework may be suitable for many diverse taxa and is an important first step to predicting species-specific responses to global change.
Data from: One and two year visual outcomes from the Moorfields age-related macular degeneration database: a retrospective cohort study and an open science resource
Objectives: To analyse treatment outcomes and share clinical data from a large, single-center, well-curated database (8174 eyes / 6664 patients with 120,756 single entries) of patients with neovascular age related macular degeneration (AMD) treated with anti-vascular endothelial growth factor (VEGF). By making our depersonalised raw data openly available, we aim to stimulate further research in AMD, as well as setting a precedent for future work in this area. Setting: Retrospective, comparative, non-randomised electronic medical record (EMR) database cohort study of the UK Moorfields AMD database with data extracted between 2008 and 2018. Participants: Including one eye per patient, 3357 eyes/patients (61% female). Extraction criteria were ≥ 1 ranibizumab or aflibercept injection, entry of "AMD" in the diagnosis field of the EMR, and a minimum of one year of follow-up. Exclusion criteria were unknown date of first injection and treatment outside of routine clinical care at Moorfields before the first recorded injection in the database. Main outcome measures: Primary outcome measure was change in VA at one and two years from baseline as measured in Early Treatment Diabetic Retinopathy Study (ETDRS) letters. Secondary outcomes were the number of injections and predictive factors for VA gain. Results: Mean VA gain at one-year and two years were +5.5 (95%CI:5.0,6.0) and +4.9 (95%CI:4.2,5.6) letters respectively. Fifty-four percent of eyes gained ≥5 letters at two years, 63% had stable VA (±≤14 letters), forty-four percent of eyes maintained good VA (≥70 letters). Patients received a mean of 7.7 (95%CI:7.6,7.8) injections during year one and 13.0 (95%CI:12.8,13.2) injections over two years. Younger age, lower baseline VA, and more injections were associated with higher VA gain at two years. Conclusion: This study benchmarks high quality EMR study results of real life AMD treatment and promotes open science in clinical AMD research by making the underlying data publicly available.
Five-years of ocrelizumab in relapsing multiple sclerosis: OPERA studies open-label extension
<p><b>Objective</b></p> <p>To assess over 3 years of follow-up, the effects of maintaining or switching to ocrelizumab (OCR) therapy on clinical and MRI outcomes and safety measures in the open-label extension (OLE) phase of the pooled OPERA studies in relapsing multiple sclerosis.</p> <p><b>Methods</b></p> <p>After 2 years of double-blind, controlled treatment, patients continued OCR (600 mg infusions every 24 weeks) or switched from interferon (IFN) β-1a (44 μg 3 times weekly) to OCR when entering the OLE phase (3 years). Adjusted annualized relapse rate, time to onset of 24-week confirmed disability progression/improvement (CDP/CDI), brain MRI activity (gadolinium-enhanced and new/enlarging T2 lesions), and percentage brain volume change were analyzed.</p> <p><b>Results</b></p> <p>Of patients entering the OLE phase, 88.6% completed Year 5. The cumulative proportion with 24-week CDP was lower in patients who initiated OCR earlier, vs patients initially receiving IFN β-1a (16.1% vs 21.3% at Year 5; <i>p</i>=0.014). Patients continuing OCR maintained, and those switching from IFN β-1a to OCR attained near complete and sustained suppression of new brain MRI lesion activity from Year 3 to 5. Over the OLE phase, patients continuing OCR exhibited less whole brain volume loss from double-blind study baseline vs those switching from IFN β-1a (–1.87% vs –2.15% at Year 5; <i>p</i><0.01). Adverse events were consistent with past reports and no new safety signals emerged with prolonged treatment.</p> <p><b>Conclusion</b></p> <p>Compared with patients switching from IFN β-1a, earlier and continuous OCR treatment up to 5 years provided sustained benefit on clinical and MRI measures of disease progression.</p>
Data From: TERRA-REF, An open reference data set from high resolution genomics, phenomics, and imaging sensors
<p>The ARPA-E funded TERRA-REF project is generating open-access reference datasets for the study of plant sensing, genomics, and phenomics. Sensor data were generated by a field scanner sensing platform that captures color, thermal, hyperspectral, and active flourescence imagery as well as three dimensional structure and associated environmental measurements. This dataset is provided alongside data collected using traditional field methods in order to support calibration and validation of algorithms used to extract plot level phenotypes from these datasets.</p> <p>Data were collected at the University of Arizona Maricopa Agricultural Center in Maricopa, Arizona. <br> This site hosts a large field scanner with fifteen sensors, many of which are capable of capturing mm-scale images and point clouds at daily to weekly intervals.</p> <p>These data are intended to be re-used, and are accessible as a combination of files and databases linked by spatial, temporal, and genomic information. In addition to providing open access data, the entire computational pipeline is open source, and we enable users to access high-performance computing environments.</p> <p>The study has evaluated a sorghum diversity panel, biparental cross populations, and elite lines and hybrids from structured sorghum breeding populations. <br> In addition, a durum wheat diversity panel was grown and evaluated over three winter seasons.<br> The initial release includes derived data from from two seasons in which the sorghum diversity panel was evaluated.<br> Future releases will include data from additional seasons and locations.</p> <p>The TERRA-REF reference dataset can be used to characterize phenotype-to-genotype associations, on a genomic scale, that will enable knowledge-driven breeding and the development of higher-yielding cultivars of sorghum and wheat. <br> The data is also being used to develop new algorithms for machine learning, image analysis, genomics, and optical sensor engineering.</p>
Solar panels and solar farms in the UK - geographic open data (UKPVGeo)
<p>We present the results of a major crowd-sourcing campaign to create open geographic data for over 260,000 solar PV installations across the UK, covering the vast majority of the capacity in the country. We focus in particular on capturing small-scale domestic solar PV, which accounts for a significant fraction of generation but was until now very poorly documented.</p> <p>The data we introduce will enable decarbonisation at national scales, through forecasting and management of generation, and also serves as a training dataset for machine vision detection of new PV.</p> <p>For a complete description please see <a href="https://www.nature.com/articles/s41597-020-00739-0">the research paper describing the dataset</a>. Please cite this paper in any academic use of the data.</p>
A comparative assessment of the dentoskeletal effects of clear aligners versus miniplate-supported posterior intrusion with fixed appliances in adult anterior open bite patients. A multi-centre, retrospective cohort study.
<p>In this retrospective study, the aim was to evaluate the dentoskeletal effects of clear aligner treatment (Invisalign®) versus miniplate-supported posterior intrusion (MSPI) in adults with anterior open bite.</p>
Key input and output data for the multi-model analysis "Open Source Energiewende"
<p>This repository contains key input and output data of the multi-model analysis carried out in the project "Open Source Energiewende", financed by the German Federal Ministry for Economic Affairs and Energy.</p> <p>The results are presented and discussed in the paper "Power sector effects of cheaper stationary batteries: insights from an open multi-model analysis".</p> <p>The model codes are availabe in individual repositories, which are provided in the paper.</p>
Refactoring Test Smells: A Perspective from Open-Source Developers
<p>Presentation video for the <strong>5th Brazilian Symposium on Systematic and Automated Software Testing (SAST)</strong>, during the <strong>11th Brazilian Conference on Software: Practice and Theory (CBSoft 2020)</strong></p>
Dados coletados das revistas de revisão aberta do Directory of Open Access Journals
<p>Dados coletados para pesquisa que visa analisar os periódicos científicos adeptos da revisão por pares aberta e que estão indexados no Directory of Open Access Journals. Os dados apontam as características descritivas e características de revisão dos periódicos.</p>
Additional data to the article "Educational Open Government Data in Germany"
<p>This dataset contains the raw data of the quantitative evaluation of German open government portals, conducted in March 2020 as well as the questions to the interviews we conducted with researchers from educational research.</p>
NPRI data for open IO Canada
<p>Just a frozen (and slightly corrected) version of the National Pollutant Release Inventory (NPRI): Canada's public inventory of pollutant releases (to air, water and land), disposals and transfers for recycling.</p>
Raw data for the article "Azide Radical Initiated Ring Opening of Cyclopropenes Leading to Alkenyl Nitriles and Polycyclic Aromatic Compounds"
<p>Raw NMR, MS and IR data for the article "Azide Radical Initiated Ring Opening of Cyclopropenes Leading to Alkenyl Nitriles and Polycyclic Aromatic Compounds" published in Angewandte Chemie: </p> <p>https://onlinelibrary.wiley.com/doi/10.1002/anie.202013516 </p> <p>The number of the folders correspond to compounds numbers in the article. All details concerning conditions and equipment for measurements can be found in the supporting information of the article.</p> <p> </p>
Data from: The Odonate Phenotypic Database, a new open data resource for comparative studies of an old insect order
<p>We present The Odonate Phenotypic Database (OPD): an online data resource of dragonfly and damselfly phenotypes (Insecta: Odonata). Odonata is a relatively small insect order that currently consists of about 6400 species belonging to 32 families. The database consists of a variety of morphological, life-history and behavioral traits, and biogeographical information collected from literature sources. We see taxon-specific phenotypic databases from Odonata and other organismal groups as becoming an increasing valuable resource in comparative studies. Our database has phenotypic records for 1011 of all 6400 known odonate species. The database is accessible at <a href="http://www.odonatephenotypicdatabase.org/">http://www.odonatephenotypicdatabase.org/</a> and also uploaded as a supporting information file with this paper.</p> <p><strong>Update on November 6 2020</strong></p> <p>A total of 397 new taxa have been added to the database (aside from wing pigmentation data, many taxa have information on morphology, distribution and behaviour).</p> <p>Updated (validated) pigmentation status for 20 taxa (for these taxa, columns concerning wing pigment have been changed compared to the original opdb‐file, while all other columns have not been changed).</p>
Comparison of different types of restitution in groundwater for open-loop shallow geothermal systems
<p>Comparison of different types of restitution in groundwater of the thermally modified water, exploited by open-loop shallow geothermal systems. The comparison shows that the restitution in the vadose zone in more thermally sustainable, since the produced thermal alteration is lower when reinstating the aquifer by trenches or infiltration wells rather than using a reinjection well directly in groundwater. These would be wiser solutions to avoid an overheating/overcooling of the aquifer at higher depths, especially in urban areas where the density of shallow geothermal systems is constantly increasing. The white line represents the elevation of the groundwater table calculated by the model for each simulated day.</p>
Supplementary material for "A Partitioned Finite Element Method for power-preserving discretization of open systems of conservation laws"
<p>This archive contains supplementary material for the paper "A Partitioned Finite Element Method for power-preserving discretization of open systems of conservation laws", containing the source codes for the numerial results presented in the paper. An arXiv pre-print version of the paper is available <a href="https://arxiv.org/abs/1906.05965">here</a>.</p> <p>The following codes are provided:</p> <ul> <li> <p><code>codes/simulation1D_small.jl</code>: small amplitudes (linear) 1D simulation</p> </li> <li> <p><code>codes/simulation1D_large.jl</code>: large amplitudes (nonlinear) 1D simulation</p> </li> <li> <p><code>codes/simulation1D_analytical_gradient</code>: large amplitudes 1D simulation, but using an analytical nonlinear Hamiltonian gradient expression</p> </li> <li> <p><code>codes/simulation2D.jl</code>: large amplitudes (nonlinear) 2D simulation</p> </li> <li> <p><code>codes/convergence1D.jl</code>: convergence analysis of the 1D linear case</p> </li> <li> <p><code>codes/convergence2D.m</code>: convergence analysis of the 2D linear case</p> </li> </ul> <p>A GitHub with the codes and a few instructions on usage is available <a href="http://github.com/flavioluiz/PFEM-article-supplementary-material">here</a>.</p> <p><strong>Acknowledgements</strong></p> <p>This work has been performed in the frame of the Collaborative Research DFG and ANR project INFIDHEM, entitled "Interconnected of Infinite-Dimensional systems for Heterogeneous Media", nº ANR-16-CE92-0028. Further information is available <a href="http://websites.isae-supaero.fr/infidhem/the-project">here</a>.</p>
Open Data for Role of Inter-Cluster and Inter-Ligand Dynamics of [Ag25(DMBT)18]– Nanoclusters by Multinuclear Magnetic Resonance Spectroscopy.
<p>Open Data for publication "Role of Inter-Cluster and Inter-Ligand Dynamics of [Ag<sub>25</sub>(DMBT)<sub>18</sub>]<sup>–</sup> Nanoclusters by Multinuclear Magnetic Resonance Spectroscopy" published in The Journal of Physical Chemistry.</p>
A dataset of media releases (Twitter, News and Comments, Youtube, Facebook) form Poland related to COVID-19 for open research
<p>Social behavior has a fundamental impact on the dynamics of infectious diseases (such as COVID-19), challenging public health mitigation strategies and possibly the political consensus. The widespread use of the traditional and social media on the Internet provides us with an invaluable source of information on societal dynamics during pandemics. With this dataset, we aim to understand mechanisms of COVID-19 epidemic-related social behavior in Poland deploying methods of computational social science and digital epidemiology. We have collected and analyzed COVID-19 perception on the Polish language Internet during 15.01-31.07(06.08) and labeled data quantitatively (Twitter, Youtube, Articles) and qualitatively (Facebook, Articles and Comments of Article) in the Internet by infomediological approach.</p> <p>- manually labelled1,449 articles / Facebook posts from Lower Silesia (facebook_articles_lower_silesia.zip) and 111 texts from outside this region;</p> <p>-manually labelled 1000 most popular tweets (twits_annotated.xlsx) with cathegories is_fake (categorical and numeric) topic and sentiment; </p> <p>-extracted 57,306 representative articles (articles_till_06_08.zip) in Polish using Eventregitry.org tool in language Polish and topic "Coronavirus" in article body;</p> <p>- extracted 1,015,199 (tweets_till_31_07_users.zip and tweets_till_31_07_text.zip) and Tweets from #Koronawirus in language Polish using Twitter API.</p> <p>- collected 1,574 videos (youtube_comments_till_31_07.zip and youtube_movie.csv) with keyword: Koronawirus on YouTube and 247,575 comments on them using Google API;</p> <p>- We supplemented the media observations with an analysis of 244 social empirical studies till 25.05 on COVID-19 in Poland (empirical_social_studies.csv).</p> <p>Reports and analyzes and coding books can be found in Polish at: <a href="http://www.infodemia-koronawirusa.pl/percepcja-koronowirusa-na-dolnym-slasku/">http://www.infodemia-koronawirusa.pl</a></p> <p>Main report (in Polish) https://depot.ceon.pl/handle/123456789/19215 </p>
ScienceDex guides
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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.