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6,452 results for “Application”
Replication Package for "State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review"
<p>This repository provides a static version of the dataset used for the study "State of Practical Applicability of Regression Testing Research: A Live Systematic Literature Review".</p> <p>The data is available in CSV format (for easy parsing) and HTML format (for readability). HTML files require the included <em>sheet.css</em> file (provided by Google Sheets).</p> <p>A non-static version of this data is available via <a href="https://bit.ly/3gCKh7V">Google Sheets</a>.</p> <p>Furthermore, this data was used to create a <a href="https://renangreca.github.io/literature-repository/">live repository</a> of papers on the topic of software regression testing. It is open for contributions.</p>
Data from: No evidence for impaired solitary bee fitness following pre-flowering sulfoxaflor application alone or in combination with a common fungicide in a semi-field experiment
<p class="MsoNormal"><span>Pesticide exposure is considered a major driver of pollinator decline and the use of neonicotinoid insecticides has been restricted by regulatory authorities due to their risks for pollinators. Impacts of new alternative sulfoximine-based compounds on solitary bees and their potential interactive effects with other commonly applied pesticides in agriculture remain unclear. Here, we conducted a highly replicated full-factorial semi-field experiment with the solitary bee <em>Osmia bicornis</em>, an important pollinator of crops and wild plants in Europe, and <em>Phacelia tanacetifolia</em> as a model crop. We show that spray applications of the insecticide sulfoxaflor (product Closer) and the fungicide azoxystrobin (product Amistar), both alone and combined, had no significant negative impacts on adult female survival or the production, mortality, sex ratio and body size of offspring when sulfoxaflor was applied five days before crop flowering. Our results indicate that for <em>O. bicornis</em> (1) the risk of adverse impacts of sulfoxaflor (Closer) on fitness is small when applied at least five days before crop flowering and (2) that azoxystrobin (Amistar) has a low potential of exacerbating sulfoxaflor effects under field-realistic conditions.</span></p>
A collection of rendered videos that present the digitisation outcomes and the AR application of the Knossos Palace
<p>A collection of rendered videos that present the digitisation outcomes and the AR application of the Knossos Palace</p>
Data from: An efficient method for estimating vein density of Glossopteris and its application
<p><em><span>Glossopteris</span></em><span>-type leaves are the most abundant floristic element from the Gondwanan continent and are recorded throughout the Permian, which was a period of extreme icehouse-to-hothouse climatic global change. Fossil leaf traits can be useful for the reconstruction of palaeoenvironments and identification of climatic changes throughout geological time, but the conservative morphology of <em><span>Glossopteris</span></em> leaves made them difficult to use for this purpose thus far. If the characters of <em><span>Glossopteris</span></em> can be better quantified then it should make them useful for tracking environmental changes over a wide geographic area for a long-time interval. Venation density is a highly variable leaf trait that might be useful for this purpose. This trait can be calculated, usually as vein length per centimetre square, but this can be a time-consuming procedure. In this paper, we propose a new rapid method to estimate venation density in a conical sector of <em><span>Glossopteris</span></em> leaf lamina through an accurate linear model whose predictors are three linear venation densities, measured as veins per centimetre. In addition to substantially reducing the data collection time, it is less biased and more reproducible than previous methods applied before with this leaf type. Using this more robust method, preliminary results significantly distinguish the venation densities of leaves produced in wet and drier ecosystems, matching a pattern similar to modern plants.</span> <span>This is the first survey using a large sample size to reveal that environmental stress controlled the vein architecture of Palaeozoic plants, in a manner similar to plants in modern ecosystems.</span></p>
PLEIAData:consumption, HVAC (Heating, Ventilation & Air Conditioning), temperature, weather and motion sensor data for smart buildings applications
<p>This dataset presents detailed building operation data from the three blocks (A, B and C) of the Pleiades building of the University of Murcia, which is a pilot building of the European project PHOENIX. The aim of PHOENIX is to improve buildings efficiency, and therefore we included information of:<br> (i) consumption data, aggregated by block in kWh; (ii) HVAC (Heating, Ventilation and Air Conditioning) data with several features, such as state (ON=1, OFF=0), operation mode (None=0, Heating=1, Cooling=2), setpoint and device type; (iii) indoor temperature per room; (iv) weather data, including temperature, humidity, radiation, dew point, wind direction and precipitation; (v) carbon dioxide and presence data for few rooms; (vi) relationships between HVAC, temperature, carbon dioxide and presence sensors identifiers with their respective rooms and blocks. Weather data was acquired from the IMIDA (Instituto Murciano de Investigación y Desarrollo Agrario y Alimentario).</p>
Resources for "Function-as-a-Service Performance Evaluation with Application-level Workflows"
<p><strong>Thesis</strong></p> <p>"Function-as-a-Service Performance Evaluation with Application-level Workflows"</p> <p><strong>Dataset</strong></p> <p>All extracted data from the benchmark runs in each CSP are available as machine-readable CSV.</p>
Data from: Can body mass and skull morphology predict seed and fruit ingestion potential for mammal species? A test using extant species and its application to extinct species
<p>Larger animals are assumed to ingest larger seeds and consume larger fruits, but empirical studies reveal inconsistent trends between body mass and the average size of fruits and seeds ingested. Further, no studies have explored seed size relationships with morphological traits, such as skull dimensions. Such characteristics might provide more reliable estimates of ingestion ability and allow for accurate predictions of seed dispersal capacity in species for which we lack empirical data, especially extinct species. To determine whether (i) mammalian skull dimensions are better predictors of the maximum size of ingested seeds and fruits, compared to body mass and (ii) body mass are the better predictors of mean fruit and seed sizes, we studied these relationships across three mammalian orders: Chiroptera, Primates, and Carnivora.</p> <p>We collected novel data on skull dimensions and collated available data on body mass and maximum and mean sizes of ingested fruits and seeds for mammals (N=100) across the Neotropics, Asia, Africa, and Madagascar. We explored the relationships between anatomical traits and fruit and seed sizes of extant species and made predictions for five extinct species.</p> <p>Our results revealed that body mass and skull dimensions are essential determinants of ingested fruit and seed size in mammals. The latter traits can generate predictions for extinct species, especially coronoid height and maximum jaw gape. Nevertheless, body mass predicted larger ingested fruits and seeds than skull dimensions and explained a greater part of the variance for both maximum and mean sizes in our dataset.</p> <p>Our results show how body mass and cranial anatomy constrain seed size and reinforce the importance of maintaining functional diversity in seed dispersers to maintain tropical forest structure. We also show that scientists can use morphological characteristics to predict the seed dispersal potential of extinct mammals allowing better inferences on past and future consequences of frugivore extinctions within tropical forests.</p>
Supplementary data for the paper "Future of artificial intelligence applications in cancer care: a 2 global cross-sectional survey of researchers"
<p>Supplementary data for the paper "Future of artificial intelligence applications in cancer care: a 2 global cross-sectional survey of researchers"</p>
Supplementary Data for Manuscript : "Application of OSL surface exposure dating with the use of two-dimensional OSL laser scanning instruments and energy-dispersive x-ray spectroscopy'
<p>Contains all supplementary works mentioned in the manuscript.</p>
Diversity investigation by application of DNA barcoding: a case study of lepidopteran insects in Xinjiang wild fruit forests, China
<p><span>To investigate the species diversity of lepidopteran insects in Xinjiang wild fruit forests, establish insect community monitoring systems and determine the local species pool, we test the applicability of DNA barcoding based on </span><span>cytochrome c oxidase subunit I</span><span> (COI) gene for accurate and rapid identification of insect species</span><span>. From 2017 to 2019, a total of 212 samples with ambiguous morphological identification were selected for DNA barcoding analysis. Five sequence-based methods for species delimitation (ABGD, BINs, GMYC, jMOTU and bPTP) were conducted for comparison to traditional morphology-based identification. In total, 2,422 samples were recorded, representing 143 species of 110 genera in 17 families in Lepidoptera. The diversity analysis showed that the richness indices for Noctuidae was the highest (54 species), and for Pterophoridae, Cossidae, Limacodidae, Lasiocampidae, Pieridae and Lycaenidae were the lowest (all with 1 species). The Shannon-Wiener species diversity index (H') and Pielou's evenness (J') of lepidopteran insects first increased and then decreased across these three years, while the Simpson diversity index showed a trend of subtracted-then-added. For molecular-based identification, 67 lepidopteran species within 61 genera in 14 families were identified through DNA barcoding. Neighbor Joining (NJ) analysis showed that conspecific individuals were clustered together and formed monophyletic groups with a high support value, except for Lacanobia contigua (Denis & Schiffermüller, 1775) (Noctuidae: Hadeninae). Sixty-seven morphospecies were classified into various numbers of MOTUs based on ABGD, BINs, GMYC, jMOTU and bPTP (70, 96, 2, 71, and 71, respectively). In Xinjiang wild fruit forests, the family with the largest number of species is Noctuidae, followed by Geometridae, Crambidae, and the remaining families. The highest Shannon diversity index is observed for the family Noctuidae. Our results indicate that the distance-based methods (ABGD and jMOTU) and character-based method (bPTP) outperform GMYC. BINs is inclined to overestimate species diversity compared to other methods.</span></p>
Compiling Chronology of Massive and Increasing Personal Information Collection by Mobile Applications-DataSet
<p>These data are required or generated by our study. Android SDK files contain android platforms and build-tools. All Info files contain all the PIC assessment results of different versions of apks by our study. API results contain APIs extracted from 125 popular code libraries with their documentations and 1,750 app snapshots. App index files contain results of our mobile app ranking algorithm which is designed to select representative (coverage-bias-avoiding) apps in each specific year. SDKs files contain all the libraries used in our study with their history versions. The other files represent the results of our manual verification of 50 randomly picked records for each type of PI and the results of our survey on PI studied by related researches.</p>
Empirical Dataset of 1200 hours of Experiment: Reliability and Performance Measurements of Dynamic Routing Applications
<p>This artifact presents the empirical measurements of an experiment with 1200 hours of runtime. We repeated the experiment 200 runs, each for 6 hours. The data folder provides the empirical data, and the plots folder gives the distribution of reliability and performance measurements in 200 runs. </p> <p><strong>For reliability</strong>, we simulate component crashes and measure the request loss. To simulate component crashes, we generate a random number for each service and router and stop the docker container if the generated number is below a crash probability (0.5% in this study). </p> <p><strong>For performance</strong>, we consider the round-trip time of requests going through several services until the requests are processed.</p> <p>The experiment cases are: </p> <p>Four levels of call frequency <span class="math-tex">\(cf\)</span>: 10, 25, 50, 100 requests/second (r/s)</p> <p>Three levels of service: 3, 5, 10<br> the number of services <span class="math-tex">\(n_{serv}\)</span> in a call sequence</p> <p>Three architectures: <br> Central Entity (CE): one router <span class="math-tex">\(n_{rout} = 1\)</span><br> Dynamic Routers (DR): three routers <span class="math-tex">\(n_{rout} = 3\)</span><br> Sidecar Architecture (SA): 1 router per service <span class="math-tex">\(n_{rout} = n_{serv}\)</span></p>
A multifaceted isoneutral eddy transport diagnostic framework and its application in the Southern Ocean -- datasets
<p>We propose a multifaceted isoneutral eddy transport diagnostic framework and apply it in the Southern Ocean to analyze eddy potential vorticity (PV) transport dynamics. We leverage a thickness-weighted spatiotemporal scale separation to define a generalized form of eddy flux. A local sampling method is employed and validated to estimate the transport tensor. We introduce Leonard’s decomposition and stationary-transient decomposition to diagnose the role of multiscale interactions. The non-Reynolds term under Leonard’s decomposition and the stationary effect perform prominently in determining the transport property. The Reynolds and transient parts have distinctions, that show oceanic mesoscale dynamics are not synergistic in time and spatial scales. We investigate the spatial scale dependence of each part and find that the transient and stationary components of the Reynolds (non-Reynolds) term have consistent (dissimilar) scale dependence. The scale dependence of the total eddy flux and the transport eigenvalues is controlled by the non-Reynolds term. We further investigate the eigenvalues in terms of the potential enstrophy budget and anisotropy. The potential enstrophy in the Southern Ocean holistically has a forward cascade on the researched scales. The Reynolds and transient effects efficiently promote the forward enstrophy cascade. The non-Reynolds and stationary effects stimulate drastically anisotropic eddy transport. The PV gradient barrier mechanism dominates the drastic anisotropic case. When the anisotropy is weak, a special anisotropic case with a locally balanced potential enstrophy budget overwhelms the case of real isotropy. The results urge future diagnostic works to examine the generalized eddy flux form in a spatiotemporal sense.</p>
ShinyPack: Package Shiny applications into executable multi-platform desktop applications
<p>ShinyPack: Package Shiny applications into executable multi-platform desktop applications</p>
Hypocenter-based 3D Imaging of Active Faults: Method and Applications in the Southwestern Swiss Alps [Dataset]
<p>Data repository to the JGR publication of Truttmann et al. (2023), including following datasets for the two analyzed earthquake sequences (St. Léonard and Anzère)</p> <p>- Interactive 3D fault-network models</p> <p>- Focal mechanisms</p> <p>- Relocated hypocenter locations (hypoDD)</p> <p>- Station networks</p> <p>- hypoDD parameters</p>
Supplementary data to 'Coupling between cohesive element method and Node-to-segment contact algorithm : Implementation and application'
<p>This archive contains the data and the scripts for the simulations presented in the paper</p> <p>Pundir, M., Guillaume, A. "Coupling between cohesive element method and Node-to-segment contact algorithm : Implementation and application'" (2020)</p>
Optimal control derived sensitivity-enhanced CA-CO mixing sequences for MAS solid-state NMR. Applications in sequential protein backbone assignments.
<p>Raw data pulse sequences and shapes for publication</p> <p><br> ## SEQUENCES ##<br> ./sequences_renamed<br> Pulse programs introduiced in this work. Previous pulse programs can be obtained from https://doi.org/10.5281/zenodo.7016441 or https://optimal-nmr.net/experiments.html</p> <p>## SHAPES ##<br> ./shapes_renamed<br> TROP shaped pulses for homonuclear 13C-13C homonuclear mixing discussed in this work. Heteronuclear shaped pulses can be obtained from https://doi.org/10.5281/zenodo.7016441 or https://optimal-nmr.net/sequences.html</p> <p>## RAW DATA ##<br> to decrease storage demands 3D-processed spectra were deleted and can be recovered using TopSpin command: ftnd 0<br> TopSpin NUS licence is required for processing of the NUS-sampled data. Transformed data can be obtained from authors on request.</p> <p># U-13C,15N,2H,1HN-SH3 sample at 55 kHz MAS<br> ./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/1<br> 1H saturation recovery</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/2<br> 1H hard pulse calibraton</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/3<br> 15N hard pulse calibration</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/4<br> conventional hNH with rampCP optimalization</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/5<br> sensitivity-enhahced se-hNH with TROP optimalization</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/11<br> 2D conventional hNH with rampCP </p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/12<br> 2D sensitivtiy-enhanced se-hNH with TROP </p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/13<br> CO hard pulse and hCO CP calibration</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/14<br> CA hard pulse and hCA CP calibration</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/27<br> CACO homoTROP power optimalization in sensitivity-enhanced se-hCACOHN experiment</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/28<br> CACO INEPT delay optimalization in conventional hcoCAcoHN experiment</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/31 to 38<br> comparison of hCANH experiment efficiency using combination of coherence transfer methods (rampCP, tmSPICE and TROP) for CAN and NN transfer (see experiment tiles)</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/41 to 45<br> comparison of hCONH experiment efficiency using combination of coherence transfer methods (rampCP, tmSPICE and TROP) for CON and NN transfer (see experiment tiles)</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/57 and 58<br> optimalization of selective CA and CO 90 and 180 pulse</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/59<br> COCA INEPT delay optimalization in conventional hCOcaHN experiment</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/60<br> COCA homoTROP power optimalization in sensitivity-enhanced se-hCOCAHN experiment</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/69<br> conventional 3D hCANH experiment using tmSPICE CAN transfer; with water suppression after first CP, 15% non-uniform sampled</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/70<br> sensitivity-enhanced 3D se-hCANH experiment using TROP transfer; with water suppression after first CP, 15% non-uniform sampled</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/72<br> conventional 3D hCONH experiment using tmSPICE CON transfer; with water suppression after first CP, 15% non-uniform sampled</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/73<br> sensitivity-enhanced 3D se-hCONH experiment using TROP transfer; with water suppression after first CP, 15% non-uniform sampled</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/74<br> sensitivity-enhanced 3D se-hCAcoNH experiment using TROP transfer and homoTROP; with water suppression after first CP, 15% non-uniform sampled</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/75<br> conventional se-hcoCAcoNH experiment using tmSPICE CN transfer and INEPT ‘out-and-back’ coCAco transfer; with water suppression before NH transfer, 15% non-uniform sampled</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/76<br> sensitivity-enhanced 3D se-hCOcaNH experiment using TROP transfer and homoTROP; with water suppression after first CP, 15% non-uniform sampled</p> <p>./JB.1p3mm.20221122.sh3.2H13C15N100pcbackexch/77<br> conventional 3D hCOcaNH experiment using tmSPICE CN transfer and INEPT ‘complete forward’ COca; with water suppression after first CP, 15% non-uniform sampled</p> <p><br> # U-13C,15N glycine at 16.5 kHz MAS<br> ./MAS_COCa_seTesting/62<br> sensitivity-enhanced se-hCACO experiment with homoTROP pulse without diagonal-phase control</p> <p>./MAS_COCa_seTesting/63<br> sensitivity-enhanced se-hCOCA experiment with homoTROP pulse without diagonal-phase control</p> <p><br> # U-13C,15N-fMLF at 20 kHz MAS<br> ./jb.20211102_fMLF_3.2/2<br> 13C direct excitation spectra</p> <p>./jb.20211102_fMLF_3.2/3<br> 13C and 1H hard-pulse calibration and HC CP optimalization</p> <p>./jb.20211102_fMLF_3.2/4<br> 15N hard-pulse calibration and HC CP optimalization</p> <p>./jb.20211102_fMLF_3.2/5<br> NCA rampCP optimalization</p> <p>./jb.20211102_fMLF_3.2/6<br> NCO rampCP optimalization</p> <p>./jb.20211102_fMLF_3.2/79<br> sensitivity-enhanced se-hNCACO with TROP pulses</p> <p>./jb.20211102_fMLF_3.2/83<br> sensitivity-enhanced se-hNCOCA with TROP pulses</p> <p>./jb.20211102_fMLF_3.2/87<br> conventional hNCACO with rampCP and DREAM mixing</p> <p>./jb.20211102_fMLF_3.2/87<br> conventional hNCOCA with rampCP and DREAM mixing</p>
Data used for global TEC forecasting for space weather application based on deep learning techniques: a comparative study and considerations for real-time implementation
<p>This dataset contains the measurements of TEC from Global Ionospheric Maps (GIMs), provided by the International GNSS Service (IGS), as the target parameter and the global geomagnetic Kp index as the external input. This data set is composed of samples from 2005 to 2017. The datasets have been curated to obtain the same resolution (2 hs) of the two parameters.</p>
A prototyping software engineering approach for designing and implementing model-based cloud mobile application for rationalized energy consumption
<p>The dataset used in this study comprises four files containing household consumers' energy consumption records. These records are collected at hourly intervals, providing detailed information on the energy usage patterns of the households. The dataset serves as a valuable resource for analyzing energy consumption trends, developing energy management strategies, and exploring the potential for energy efficiency improvements in residential settings.</p> <p> </p> <p> </p> <p> </p> <p> </p>
Data from: Publication and use of genetics tools in conservation management applications: a systematic review
<p><span>Genetic tools are used in applied conservation management for taxonomic identification, delineation of management units, management of wild populations, captive breeding and reintroduction, and control of invasive species, disease, and hybridisation. </span></p> <p><span>To assess the extent to which genetics tools are being used for applied conservation management, we conducted a systematic literature review of over 53,767 papers focussing on wildlife research that reported results on species delineation, translocations, and population augmentation. We synthesised information on papers that used genetics tools in an expressly applied manner across all wildlife species. </span></p> <p><span>We found that the application of genetics tools in conservation management was biased towards fishes, mammals, and birds and northern hemisphere locations, especially the USA and Europe. </span></p> <p><span>Despite genetics tools being a highly published topic, it was difficult to find published applications of these tools in both the primary and the grey literature. Of the 115 papers on 152 species that could be considered an applied use of a genetics tool expressly for conservation management, only 49 had definable applied outcomes. The remaining 66 made recommendations, but it was often unclear if the recommendations were ever used to make conservation management decisions because of the time-lag between publication of the initial recommendation and publication of the results of the use of the tool in a conservation management situation, as well as the lack of dissemination in the primary literature. </span></p> <p><span>Our study highlights the relatively low publication rate of applications of genetics tools compared to the general conservation genetics field. These tools appear to have either a low percentage of translations into publication ('conservation genetics publishing gap') or a poor uptake among wildlife conservation managers ('conservation genetics gap')—the two are indistinguishable in this review. </span></p> <p><span><em>Policy implications</em>. Conservation genetics tools must be brought to the forefront of conservation policy and management. Users should support the use of systems and accessible databases to increase the uptake of genetic tools for conservation in applied management decisions for wildlife, reducing barriers to disseminating the results to other end users and interested parties.</span></p>
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.