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2,015 results for “context”
Visualization and perception of data gaps in the context of Citizen Science projects: Video tutorial support
<p>Online experiment about the influence of the availability of a video tutorial on proportion of correct responses and subjective evaluation of the task (NASA-TLX). Two different tasks were given. The evaluation of statements on a map and the selection of grid fields that met a given requirement.</p>
Pre-amplification of nucleic acids comparison in the context of sewage metaviromics
<p>Raw data from three different pre-amplification nucleic acids pipelines prior to library preparation for metaviromics of sewage samples.</p>
Database from: Orthometric, Normal and Geoid Heights In the Context of the Brazilian Altimetric Network
<p>This dataset is part of an article entitled "ORTHOMETRIC, NORMAL AND GEOID HEIGHTS IN THE CONTEXT OF THE BRAZILIAN ALTIMETRIC NETWORK" (https://doi.org/10.1590/s1982-21702022000100003), published in the Bulletin of Geodesic Sciences.</p> <p>This dataset includes 569 stations whose values for geodetic and normal height, gravity and geopotential numbers are provided by the IBGE (Brazilian Institute of Geography and Statistics). In addition, we included orthometric height data and differences between orthometric and normal height data calculated from the Hemlert and Mader methods, using constant and variable density data provided by Medeiros et al. (2021) (https://doi.org/10.1016/j.jsames.2021.103425) and Sheng et al. (2019) (https://doi.org/10.1016/j.tecto.2019.04.005).</p> <p> </p>
Dataset: Health worker compliance with severe malaria treatment guidelines in the context of implementing pre-referral rectal artesunate in the Democratic Republic of the Congo, Nigeria and Uganda: an operational study
<p>Dataset underlying the publication "<strong>Health worker compliance with severe malaria treatment guidelines in the context of implementing pre-referral rectal artesunate in the Democratic Republic of the Congo, Nigeria and Uganda: an operational study</strong>" (Plos Medicine)</p> <p>Data originating from the Community Access to Rectal Artesunate for Malaria (CARAMAL) Project, 2018-2021.</p> <p>Analysis of health workers' compliance with the treatment guidelines for severe malaria in the context of rolling out pre-referral rectal artesunate (RAS) in the Democratic Republic of the Congo, Nigeria and Uganda. Details provided in the publication.</p>
Analytical Center of University Cultural Productions in the Context of the Conflict (caPAZ) - Temporality
<p>This dataset comprises a collection of journalistic articles written by young university students in Colombia, which is a product of the project: Analytical Center of University Cultural Productions in the Context of the Conflict (caPAZ), funded by the Ministry of Science, Technology and Innovation (Minciencias) and the National Center for Historical Memory (CNM) of Colombia (under the code: 1349-872-76354, agreement 872 of 2020) This corpus includes news written by the 24 colleges media of the Colombian Network of College Journalism from 2012 to 2016. The dataset includes digital news, for a total of <strong>589 </strong>news items related to the armed conflict, the memory of the victims and the peace process in Colombia. These news items were collected through a web-scraping technique, using 3 lemmatized keywords (conflicto armado, memoria de las víctimas y proceso de paz), with the aim of identifying these regular expressions in the logical operators that run through the HTML structure of each Web page</p>
Food production in the context of UrbanGreenUP project for Valladolid City
<p>Production of food in urban orchards (agriculture, eggs, etc.). Measurement of the amount of food produced. The production of food will be measured by tones/Ha per year.</p> <p>Measurement of the amount of food produced. If it cannot be measured, an estimate of the amount generated will be made.</p> <p>Users will be asked directly using surveys.</p>
Data for: Regularized sequence-context mutational trees capture variation in mutation rates across the human genome
<p>Additional data on output models from Bayer as reported in:</p> <p>Regularized sequence-context mutational trees capture variation in mutation rates across the human genome</p> <p>Adams CJ, Conery M, Auerbach BJ, Jensen ST, Mathieson I, Voight BF. BioRxiv https://doi.org/10.1101/2022.10.14.512160</p> <p>Accepted, PLoS Genetics. </p> <p>Code Available at: https://github.com/bvoightlab/Baymer</p>
Documentary practices and uses in rural context of north-western Iberia
<p>Abstract, slides, datasets, and draft transcript of the presentation given at the XXIIe Colloque de paléographie latine, Prague (14-16 September).</p> <p><strong>Brief abstract: </strong></p> <p>Our proposal intends to examine the documentary practices and uses found in the context of rural, secular communities in the north-western Iberian Peninsula from the late eleventh to the thirteen centuries. These practices will be considered in contrast with those from urban, mostly ecclesiastical, communities. We will assess the form and function of secular diplomas made by rural scribes, before considering the graphic systems and styles used in communities of professional scribes with different levels of literacy. Finally, the mobility of practices and their authors will be evaluated, taking the parish church and the rural monastery as meeting points.</p> <p>Ultimately, this will provide a clearer picture of the connections between rural and urban scribes and their communities, mutual exchanges, reception of new palaeographical and codicological developments and cultural interaction. This innovative assessment of the evolution of documentary practices in north-western Iberia will lead to a better understanding of writing practices across all levels of society.</p> <p><strong>Proposal:</strong></p> <p>Within the context of the transition from Visigothic to Caroline minuscule from the end of the eleventh century until well into the twelfth century in north-western Iberia, and alongside the progressive increase in the use of Romance that will result in the emergence of vernacular languages by the thirteenth century, our proposal intends to address documentary practices and uses in the context of secular rural communities in contrast with those communities culturally located at the centre of change and which are mostly ecclesiastical. With that end in mind, this paper combines three of the perspectives proposed for this congress. We will depart from the analysis of the form and function of secular diplomas made by scribes from rural contexts, before considering the graphic systems and styles used in communities of professional scribes with different levels of literacy. Finally, we will assess the mobility of practices and their authors, taking the parish church and the rural monastery as meeting points.</p> <p>Form and function: We will examine the interaction between the visual and material aspects typical of framed charters, their production and content, in the context of rural secular communities (what distinguishes the secular documentary corpus in terms of its materiality and use?) and in opposition to the charters associated with central ecclesiastical communities. A comparison will be made between the processes of documentary creation in both environments, their raison d’être and usefulness, and the effect on the resulting product as a material object to be read but also seen.</p> <p>The scripts and styles of writing communities: We will study the graphic typologies and documentary practices of professional scribes working for central ecclesiastical institutions (cathedrals and monasteries) in contrast to those in centres of a lower cultural level (rural parishes and minor monasteries), examining their possible interaction with regards to the process of absorption and internalization of new palaeographic and diplomatic developments. In this sense, we propose to delve into the life and development of graphic activity of ecclesiastical and lay agents with limited literacy and to evaluate their role in the configuration of identities.</p> <p>Individual mobility and encounters: The scope of action of the rural scribes will be evaluated alongside their relationship with the secular communities they served. Similarly, we will consider their role as integrating agents as well as their possible itinerancy within (certainly) parochial and, possibly, monastic contexts.</p> <p>As a result of the study of these three perspectives, we will provide a clearer picture of the encounters in the written culture between rural and central scribes and their respective communities, pondering mutual exchanges, reception of new developments and how cultural interaction could affect the evolution of documentary practices in north-western Iberia. This will bring about a better understanding of the practice of writing across all levels of society.</p>
Enhanced Westermo dataset - Transformed and Modified for Test case Selection and Priorotization in the context of Continuous Integration and Reinforcement Learning.
<p><strong>Overview</strong></p> <p>This repository contains a modified version of the existing, recently published dataset, Westermo. The initial dataset was gathered at Westermo Network Technologies AB, located in Västerås, Sweden. It encompasses over <strong>1 Million verdicts</strong> obtained from testing embedded systems, collected over a span of more than <strong>500 consecutive days</strong> of nightly testing. The dataset has been transformed and tailored specifically to cater to the research community, particularly for addressing challenges such as regression test selection, identification of flaky tests, and visualization of test results. The original dataset can be accessed through the reference provided in <strong>[1]</strong>.</p> <p>The Westermo dataset offers valuable historical information regarding the execution of test cases and their corresponding results. It serves as a valuable resource for evaluating and comparing different Test case Selection and Prioritization (TSP) techniques, enabling researchers to identify test cases that are more likely to fail during subsequent executions. Test cases in the dataset are characterized by attributes such as execution duration, previous last execution time, and the results of their recent executions.</p> <p>This dataset offers valuable historical information regarding the execution of test cases and their corresponding results. It serves as a valuable resource for evaluating and comparing different test case prioritization and selection techniques, enabling researchers to identify test cases that are more likely to fail during subsequent executions. Test cases in the dataset are characterized by attributes such as execution duration, previous last execution time, and the results of their recent executions.</p> <table align="left"> <caption><strong>Table 1: Dataset Overview</strong></caption> <tbody> <tr> <td>Test Cases</td> <td>1855</td> </tr> <tr> <td>CI Cycles</td> <td>15,197</td> </tr> <tr> <td>Verdict</td> <td>1,036,818</td> </tr> <tr> <td>Failed</td> <td>5.03%</td> </tr> </tbody> </table> <p> </p> <p> </p> <p> </p> <p> </p> <p> </p> <p> </p> <p> </p> <p>However, the diversity and multitude of the features in the dataset can be irrelevant to some TSP approaches. This led us to perform a dataset conversion, where we customized Westermo to have the same features from Paint Control and IOF/ROL, two widely used datasets in Reinforcement Learning based TSP approaches.</p> <p>This conversion required the combination of multiple variables and generating the target ones. When it comes to generating the “LastResults” and “Cycle” values, further analysis was required and the data handling needed an in-depth understanding of how the nightly testing was conducted. This led us to investigate what a CI cycle is in their context, and we followed their definition of a session, stating that “a session is when we run a suite of tests on one test system with a certain software version and testware version”. When splitting the data according to the 9 different systems used, we were able to generate 9 different sub-sets that fit the CI context.</p> <p> </p> <p><strong>File Format</strong></p> <p>The compressed .zip file contains 9 files, each one corresponding to each of the 9 systems. The datasets are available in CSV format, with the semicolon (;) serving as the delimiter. The columns included are represented in the table below along with their descriptions.</p> <table> <caption><strong>Table 2: Parameters of the dataset</strong></caption> <thead> <tr> <th scope="col">Column Name</th> <th scope="col">Content</th> </tr> </thead> <tbody> <tr> <td>Id</td> <td>Unique numeric identifier of the test execution </td> </tr> <tr> <td>Name</td> <td>Unique numeric identifier of the test case</td> </tr> <tr> <td>Duration</td> <td>Approximated runtime of the test case</td> </tr> <tr> <td>CalcPrio</td> <td>Priority of the test case, calculated by the prioritization algorithm (output column, initially 0)</td> </tr> <tr> <td>LastRun</td> <td>Previous last execution of the test case as date-time-string (Format: <em>YYYY-MM-DD HH:ii </em>)</td> </tr> <tr> <td>LastResults</td> <td>List of previous test results (Failed: 1, Passed: 0), ordered by ascending age. Lists are delimited by [ ].</td> </tr> <tr> <td>Verdict</td> <td> <p>Test verdict of this test execution (Failed: 1, Passed: 0)</p> </td> </tr> <tr> <td>Cycle</td> <td>The number of the CI cycle this test execution belongs to.</td> </tr> </tbody> </table> <p> </p> <p>The implications of this conversion are important as it can help the previous works to re-assess their approaches and have more data for training and testing, as well as opening a broader data spectrum for future researchers in this field to find ready-to-use, rich datasets, on which they could evaluate their approaches and contribute to the TSP community. This also addresses the limitations in the field discussed in the systematic literature review <strong>[2]</strong>, stating that future research on TSP techniques should focus on collecting data from more recent subjects in a CI context with varying failure rates and larger execution times, as reproducible studies with appropriate datasets are needed to develop a usable body of knowledge regarding TSP over time. We believe that this conversion of the Westermo dataset is our contribution to alleviating the gap for the RL-based approaches.</p> <p>The original dataset can be found <a href="https://sites.mdu.se/aidoart/results/open-source/test-results-dataset-westermo">here.</a></p>
Synthetic data set "Synth1" for the paper "Adaptive Sampling of 3D Spatial Correlations for Focus+Context Visualization"
<p>Synthetic data set "Synth1" for the paper "Adaptive Sampling of 3D Spatial Correlations for Focus+Context Visualization".<br>Preprint of the paper available at: <a href="https://arxiv.org/abs/2309.03308">https://arxiv.org/abs/2309.03308</a></p>
LAGOS-NE-GIS v1.0: A module for LAGOS-NE, a multi-scaled geospatial and temporal database of lake ecological context and water quality for thousands of U.S. Lakes: 2013-1925
This data package, LAGOS-NE-GIS v1.0, is 1 of 5 data packages associated with the LAGOS-NE database-- the LAke multi-scaled GeOSpatial and temporal database. Three of the data packages each contain different types of data for 51,101 lakes and reservoirs larger than 4 ha in 17 lake-rich U.S. states to support research on thousands of lakes. These three package are: (1) LAGOS-NE-LOCUS v1.01: lake location and physical characteristics for all lakes. (2) LAGOS-NE-GEO v1.05: ecological context (i.e., the land use, geologic, climatic, and hydrologic setting of lakes) for all lakes. These geospatial data were created by processing national-scale and publicly-accessible datasets to quantify numerous metrics at multiple spatial resolutions. And, (3) LAGOS-NE-LIMNO v1.087.1: in-situ measurements of lake water quality from the past three decades for approximately 2,600-12,000 lakes, depending on the variable. This module was created by harmonizing 87 water quality datasets from federal, state, tribal, and non-profit agencies, university researchers, and citizen scientists. The other two data packages contain supporting data for the LAGOS-NE database: (4) LAGOS-NE-GIS v1.0: the GIS data layers for lakes, wetlands, and streams, as well as the spatial resolutions that were used to create the LAGOS-NE-GEO module. (5) LAGOS-NE-RAWDATA: the original 87 datasets of lake water quality prior to processing, the R code that converts the original data formats into LAGOS-NE data format, and the log file from this procedure to create LAGOS-NE. This latter data package supports the reproducibility of LAGOS-NE-LIMNO. The LAGOS-NE GIS v1.0 module includes GIS datasets for: lake polygons and their hydrologic classification; wetland polygons and their classification; streams as a line coverage and their classification by stream order; the zones used for this study (state and county; hydrologic units [at the 4, 8 and 12 scales]); and, lake watersheds (IWS). We also include boundaries of U.S. stat
Blue Crab Densities in a Landscape Context on the Virginia Coast, Summer 2019
Table 1 Crab Data : Blue crab (Callinectes sapidus) abundance was sampled at twenty-four sites in Spider Crab Bay, Cobb Bay, and South Bay (comprising two large seagrass meadows: "South Bay" for the northern portion and "Ship Shoal" for the southern portion) as part of a study to evaluate the drivers of blue crab spatial patterns across restored seagrass meadows in the coastal bays of Virginia, USA. The four meadows are representative of seagrass meadows in the region that have recovered after experiencing large declines due to wasting disease and storms (Orth et al., 2006). Each meadow contained six fixed sampling sites. Each captured crab's morphological and demographic characteristics were evaluated; as such, data are presented at the individual level. Table 2 Landscape Data: Landscape measurements were taken for twenty-four sites in Spider Crab Bay, Cobb Bay, and South Bay (comprising two large seagrass meadows: "South Bay" for the northern portion and "Ship Shoal" for the southern portion) as part of a study to evaluate the drivers of blue crab spatial patterns across restored seagrass meadows in the coastal bays of Virginia, USA. The four meadows are representative of seagrass meadows in the region that have recovered after experiencing large declines due to wasting disease and storms (Orth et al. 2006). Each meadow contained six fixed sampling sites. All landscape measurements were made using QGIS 3.14.0 (QGIS.org 2020). Seagrass landscape measurements were calculated using maps developed from aerial imagery by Orth et al. (2019). Oyster reefs polygons were mapped by Ross and Luckenbach (2009). Salt marsh polygons were mapped by Berman et al. (2011) and modified based on imagery from Planet Team (2019). Mean seagrass shoot density measurements were based on a VCR-wide 2019 sampling effort led by McGlathery (2018).
ERC Locus Ludi. Meanings of tradition in the context of play
<p>Francesca Berti is a well-known specialist of traditional games. Her paper examines what we mean by traditional games and how they are transmitted.</p> <p>Movie/Music: <a href="https://www.edwanmusic.com/">https://www.edwanmusic.com/</a></p> <p>More about: www.locusludi.ch</p>
Secondary studies in the academic context: A systematic mapping and survey
<p>An online version of the survey executed in the paper "Secondary studies in the academic context: A systematic mapping and survey".</p>
FIG. 4 in Des bestes médiévales aux espèces linnéennes : autour de la classification de quelques espèces en contexte castral au Moyen Âge
FIG. 4. — Répartition relative en taux pondéré de présence (TPp) (Rodet-Belarbi et al. 2002) des organes squelettiques de cerf (US 1226, état 9: fin XIVe-XVe siècle, secteur 1: bâtiment nord; Borvon & Viaut 2018).
FIG. 7 in Des bestes médiévales aux espèces linnéennes : autour de la classification de quelques espèces en contexte castral au Moyen Âge
FIG. 7. — Ulna, radius et scapula d'autour des palombes Accipiter gentilis (Linnaeus, 1758), château de Talmont (état 6, XIIIe-XIVe siècles, secteur 1: bâtiment nord; cliché A. Borvon).
Understanding context and forces for choosing organizational structures for continuous delivery
<p>Vídeo de fallback para apresentação no WTDSoft 2020 - X Workshop de Teses e Dissertações.</p> <p>Abstract:</p> <p>Nesta pesquisa, pretendemos entender as estruturas organizacionais adotadas por organizações produtoras de software para gerenciar equipes técnicas de TI em um contexto de entrega contı́nua. Seguindo as diretrizes da Grounded Theory, entrevistamos 46 profissionais de TI para investigar como as organizações que buscam a entrega contı́nua organizam suas equipes de desenvolvimento e operações. Entre nossos resultados, descobrimos quatro estruturas organizacionais: (1) departamentos em silos, (2) DevOps clássico, (3) equipes multifuncionais e (4) times de plataforma. Depois de descobrir essas estruturas e suas propriedades, descrevemos, neste artigo, nossos planos para entender melhor quais propriedades e forças contextuais levam uma organização a adotar uma estrutura organizacional em detrimento das demais.</p>
FIG. 9. — Size comparison within 2800-1700 in Horse size and domestication: Early equid bones from the Czech Republic in the European context
FIG. 9. — Size comparison within 2800-1700 BC. Statistics for Vlíněves and other Únětice c. Czech sites are in Table 3. Statistics for Wattendorf-Motzenstein based on Becker (2008); for Rennweg and Csokor-gasse on Czeika (2010); for Csepel-Háros on Benecke & Driesch (2003); for Békés-Városerdö on Bökönyi (1974); for Föllik on Amschler (1949); re-dated to Litzenkeramik in Benkovsky-Pivovarová et al. (1987). Others as in Figs 3, 6. Abbreviations: CR, Czech Republic; Vl,, Vlíněves site.
FIG. 1 in Horse size and domestication: Early equid bones from the Czech Republic in the European context
FIG. 1. — Map with Czech archaeological sites dated from the beginning of the Neolithic to EBA (Únětice c.) which provided equid bones. A, site locations, sorted alphabetically (chronological order in Table 2); B, position of the Czech Republic in Europe (Bohemia, dark area; Moravia, light area; grey lines, state borders); C, geomorphology of central Europe (http://open-data.europa.eu). Numbers: 1, Baba (district Prague); 2, Blučina-Cezavy; 3, Březno; 4, Bylany; 5, Čelákovice; 6, Černý Vůl; 7, Chotěbudice; 8, Cimburk, 9, Ďáblice (distr. Prague); 10, Dobroměřice; 11, Dřevčice; 12, Homolka; 13, Hostěnice-Brozany; 14, Hostivice; 15, Jezeřany-Maršovice; 16, Kobeřice; 17, Kšely, 18, Kutná Hora-Denemark; 19, Litovice; 20, Makotřasy; 21, Mikulov-Jelení louka; 22, Moravská Nová Ves; 23, Roztoky; 24, Starý Lískovec (distr. Brno); 25, Stránská skála (distr. Brno); 26, Těšetice-Kyjovice; 27, Toušeň-Hradišťko; 28, Tuchoměřice; 29, Úholičky; 30, Ve- drovice; 31, Velké Přílepy; 32, Vlíněves; 33, Vyškov; 34, Žádovice.
FIG. 8. — Size comparison within 3500-2700 in Horse size and domestication: Early equid bones from the Czech Republic in the European context
FIG. 8. — Size comparison within 3500-2700 BC. Statistics for the Czech early-mid Eneolithic based on the same data as in Fig. 3 (statistics are in Table 3). Statistics for Balatonőszöd (separately Boleráz and Baden phase) based on Vörös (2014); for Bronocice (incl. BR III-BR V, 3400-2700 BC, excl. 2 tibiae) based on Milisauskas et al. (2006); for German sites from Benecke & Driesch (2003) and Benecke (2006). Others as in Figs 3, 6. Abbreviations: CR, Czech Republic; KH-Denemark/KH-D, Kutná Hora-Denemark site; TRB, Funnel Beaker c.
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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.