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6,452 results for “Application”
UAS dataset for Crop Water Stress Index computation and Triangle Method applications
<p>This dataset is related with a field campaigns carried out on a tangerine field located near Palermo (Sicily), within the Harmonious COST action CA16219 - Harmonization of UAS techniques for agricultural and natural ecosystems monitoring-, activities framework. The general aim was to acquire UAS (Unmanned Aerial Systems) remotely sensed imagery to detect the vegetation stress status. A multispectral camera (RIKOLA) and a thermal one (FLIR) were used. The images are already georeferenced with 3.7 cm pixel size. The dataset could be used to compute the Crop Water Stress Index and to compute the moisture status of the field by means of a combined use of the optical and thermal images. The dataset includes meteo data registered by a meteo station nearby the site.</p>
Classification of Mobile Application Reviews using Deep Language Models
<p>supplementary material for ASE 2022 "Classification of Mobile Application Reviews using Deep Language Models"</p>
Supplementary Material for "High spatial resolution photogrammetry and LiDAR in the Cádiz Bay (SW, Spain): optimizing the application of UAV-techniques to salt marshes" article.
<p>Data presented in the study "High spatial resolution photogrammetry and LiDAR in the Cádiz Bay (SW, Spain): optimizing the application of UAV-techniques to salt marshes" </p>
Improved boundary conditions for coupled geospace models: an application in modeling spacecraft surface charging environment
<p>These are simulation results from running the RAM-SCB model coupled with the BATS-R-US model via the Space Weather Modeling Framework (SWMF). Two simulations are conducted. One named as "Simulation I" contains simulation outputs from using the traditional outer boundary conditions for the RAM-SCB (i.e., assuming a Kappa distribution with MHD parameters obtained from the BATS-R-US model). The other one named as "Simulation II" contains simulation output from using the new outer boundary conditions for the RAM-SCB (i.e., combining the Denton's empirical electron flux distribution (E<40 keV) with the MHD-parameterized Kappa distribution). </p> <p>In "simulation_data.zip", three types of simulation results are included: </p> <ul> <li>"BC_simulation_?.zip": the outer boundary conditions of the electron flux at 6.5 Re at five different times (hour=6, 7, 10, 14, 19)</li> <li>"ram_e_d20130317_flux_simulation_?.zip": the differential electron flux in the equatorial plane within 6.5 Re during the March 17, 2013 event</li> <li>"RBSPB20130317.nc": the differential electron flux, and other parameters (ion flux, magnetic fields) along the RBSP-B trajectory.</li> </ul> <p>In "simulation20180410_alongRBSPa.zip", model results during the storm of 2018/04/10 are saved, including the differential electron flux and other parameters (ion flux, magnetic fields) along the RBSP-A trajectory. Both types of simulations are conducted.</p> <p>In "simulation20180826_alongRBSPa.zip", model results during the storm of 2018/08/25-26 are saved, including the differential electron flux, and other parameters (ion flux, magnetic fields) along the RBSP-A trajectory. Both type of simulations are conducted.</p>
A Collection of Event Logs of Blockchain-based Applications
<p>A set of event logs of 101 blockchain-based applications (DApps). For each DApp, there are two event log files. The first one is a raw version where data is encoded by blockchain. The second file is a decoded version where data is decoded into a human-readable format. If a DApp has multiple versions on different blockchain networks, then there are two event log files (encoded and decoded) for each version. In addition, the event registry file includes a comprehensive list of event names and their corresponding signatures obtained from contract ABIs of the 101 DApps. </p>
Spectral tuning of biotemplated ZnO photonic nanoarchitectures for photocatalytic applications
<p>The photocatalytic activity of a flat surface can be increased by micro- and nanostructuring the interface to increase the area of the contact surface between the photocatalyst and the solute, moreover, optimize charge carrier transfer. Further enhancement can be achieved by using photonic nanostructures, which exhibit photonic band gap (PBG). Structurally colored butterfly wings offer a rich "library" of PBGs in the visible spectral range which can be used as naturally tuned sample sets for biotemplating. We used conformal atomic layer deposition (ALD) of ZnO on the wings of various butterfly species (<em>Arhopala asopia</em>, <em>Hypochrysops polycletus</em>, <em>Morpho sulkowskyi</em>, <em>Polyommatus icarus</em>) possessing structural color extending from the near UV to the blue wavelength range, to test the effects arising from the nanostructured surfaces and from the presence of different types of PBGs. Aqueous solutions of rhodamine B were used to test the enhancement of photocatalytic activity that was found for all ZnO coated butterfly wings. The best reaction rate of decomposing rhodamine B when illuminated with visible light was found in 15 nm ZnO coated <em>M. sulkowskyi</em> wing the reflectance of which had the highest overlap with the absorption band of the dye and had the highest reflectance intensity.</p>
Supplementary material 1 from: Meza-Joya FL, Morgan-Richards M, Trewick SA (2022) Relationships among body size components of three flightless New Zealand grasshopper species (Orthoptera, Acrididae) and their ecological applications. Journal of Orthoptera Research 31(1): 91-103. https://doi.org/10.3897/jor.31.79819
Supplementary material 1 from: Meza-Joya FL, Morgan-Richards M, Trewick SA (2022) Relationships among body size components of three flightless New Zealand grasshopper species (Orthoptera, Acrididae) and their ecological applications. Journal of Orthoptera Research 31(1): 91-103. https://doi.org/10.3897/jor.31.79819
Dataset presented in the recently submitted AGU manuscript "A multi-resolution finite-element approach for global electromagnetic induction modeling with application to southeast China coastal geomagnetic observatory studies"
<p>Dataset presented in the recently submitted AGU paper "A multi-resolution finite-element approach for global electromagnetic induction modeling with application to southeast China coastal geomagnetic observatory studies"</p>
Data Set of Publication on Accurate Performance Predictions with Component-based Models of Data Streaming Applications
<p>This is the data set for the article "Accurate Performance Predictions with Component-based Models of Data Streaming Applications" by Dominik Werle, Stephan Seifermann and Anne Koziolek which appears in the proceedings of the 16th European Conference on Software Architecture (ECSA).</p> <p>The data set contains measurements of the evaluation system, models of the system, simulation results, derived analysis results and code for running the simulation.</p> <p>This work was supported by KASTEL Security Research Labs and by the German Research Foundation (DFG) under project number 432576552, HE8596/1-1 (FluidTrust).</p>
Data supporting paper "Efficient numerical simulation of density-driven flows: Application to the 2- and 3-D Elder problem"
<p>Data supporting paper "Efficient numerical simulation of density-driven flows: Application to the 2- and 3-D Elder problem", Water Resources Research.</p>
Data for Optimization of Printed Polyaniline Composites for Gas Sensing Applications
<p>Free available dataset for the publication in MDPI Sensors with the title: "Optimization of Printed Polyaniline Composites for Gas Sensing Applications"</p>
On the application of an observations-based machine learning parameterization of surface layer fluxes within an atmospheric large-eddy simulation model: Article Data
<p>NetCDF datatset of presented results from the publication titled "On the application of an observations-based machine learning parameterization of surface layer fluxes within an atmospheric large-eddy simulation model" in the Journal of Geophysical Research - Atmospheres, Paper #2021JD036214R.</p>
Data for 'Storm Surge Modeling as an Application of Local Time-stepping in MPAS-Ocean'
<p>Data for 'Storm Surge Modeling as an Application of Local Time-stepping in MPAS-Ocean', submitted to the Journal for Advances in Modeling Earth Systems (JAMES).</p> <p>The repository consists of three main parts:</p> <ol> <li>The `run` directory contains a pre-built run directory as an example.</li> <li>The `scripts` directory contains the scripts that were used to generate important plots.</li> <li>The `data` directory contains model output from performance and accuracy experiments.</li> </ol>
Dataset for Stack overflow Manual Results about challenges in developing Spark applications
<p>This dataset contains Stack Overflow manual study results for the paper "An Empirical Study on the Challenges that Developers Encounter When Developing Apache Spark Applications".</p> <ul> <li>the <em>data</em> folder contains the <em>Stackoverflow Manual Results.csv </em>file that is the manual analysis result for the Stack Overflow posts. The CSV file contains information on the classification of the data, the reasons and the number of views, etc. </li> </ul> <p> </p> <ul> <li>the <em>scripts</em> folder contains the python and SQL files that are used for data collection and data analysis. <ul> <li><em>query_data.sql</em> is used to collect data from the Stack Exchange website.</li> <li><em>sample.py</em> is used to sample data for the manual analysis in the paper.</li> <li><em>common_issue.py</em> is used to study the percentage of common issues in rq1. </li> <li><em>popularity.py </em>is used to calculate the average of normalized view counts in rq2.</li> <li><em>popularity_difficulty.py</em> is used to calculate the average of raw view counts and the median hours to receive an answer in rq2.</li> <li><em>root_cuase.py</em> is used to study the percentage of root causes in rq3. </li> </ul> </li> </ul>
FIGURE 21. Glyptobairdia trinodosa Teeter, specimen 4083W. A–B in Taxonomic applications of the esophageal flapper valve in Bairdoppilata and Glyptobairdia (Bairdiidae, Ostracoda), with comments on anatomy, ontogeny, and geography
FIGURE 21. Glyptobairdia trinodosa Teeter, specimen 4083W. A–B, RV and LV exteriors in transmitted light; C–D, RV and LV exteriors in reflected light; E–F, RV and LV exteriors in transmitted light, with high focus to show incised punctate ornament, bulbous central nodes, and U–shaped central ridge; G–H, RV and LV exteriors in transmitted light, showing details of punctate ornament and nodes in central region; I, RV interior in transmitted light with long hinge, showing crescentic terminal teeth that project dorsally and ligamental crenulation of median bar; J, LV interior in transmitted light with long hinge, showing ligamental crenulation of median groove and pustular texture of dorsal surface. Scale bar = 50 µm.
FIGURE 20. Glyptobairdia trinodosa Teeter. H in Taxonomic applications of the esophageal flapper valve in Bairdoppilata and Glyptobairdia (Bairdiidae, Ostracoda), with comments on anatomy, ontogeny, and geography
FIGURE 20. Glyptobairdia trinodosa Teeter. H:L scatter plot for 19 adult subfossil specimens (1 carapace, 8 LV, 8 RV) from 2 localities. Because of extreme valve asymmetry, LV plot in the upper cluster and RV plot in the lower cluster. Without soft–part control, sexual dimorphism cannot be verified, although it is likely that the longer specimens are females.
FIGURE 19 in Taxonomic applications of the esophageal flapper valve in Bairdoppilata and Glyptobairdia (Bairdiidae, Ostracoda), with comments on anatomy, ontogeny, and geography
FIGURE 19. Glyptobairdia coronata (Brady), juvenile subfossil specimens from Florida. A–G, specimen 4078WJ, A–2 instar: A, C, E, RV exteriors in transmitted light, showing alignment of punctate ornament, elongate caudal process, terminal spinule, and tiny, irregular posteroventral frill; B, D, F, LV exteriors in transmitted light, showing alignment of punctate ornament, with marginal spinule at anterodorsal corner, zig-zag edges of incipient posteroventral frill, and sinuate caudal process; G, RV exterior in transmitted light, showing sinuate caudal process, with small terminal spinule and zig-zag posteroventral frill; incipient bairdoppilatan dentition is developed as six tiny denticles (or granules) on bend of posterodorsal edge. H, J, specimen 4077RVJ, A–1 instar: RV exterior in transmitted light, showing alignment of punctate ornament, darker NPC, AMS, narrow infold, and absence of calcified inner lamella. I, K–L, specimen 4076LVJ, A–1 instar: LV exterior in transmitted light, at high and low focus, to show delicate network of aligned punctate ornament, darker NPC, AMS, narrow infold, and absence of calcified inner lamella. Scale bar = 50 µm.
FIGURE 18 in Taxonomic applications of the esophageal flapper valve in Bairdoppilata and Glyptobairdia (Bairdiidae, Ostracoda), with comments on anatomy, ontogeny, and geography
FIGURE 18. Glyptobairdia coronata (Brady), male specimen 2441M from Bermuda. A–B, RV and LV exteriors in transmitted light, showing hexagonal lateral outlines with well–marked corners, narrowly extended caudal processes, and densely punctate ornament with central ridges, marginal denticles and frills, and sensilla; C, dorsal view of both hemipenes and zygum; D–E, dorsal views of right and left hemipenes, with bifurcate tip of coiled copulatory tube, setulose distal appendage, distal element, and other appendages; F, distal claws of A2; G–H, RV and LV exteriors in transmitted light, showing details of punctate ornament, with central ridges, sensilla along crest of ridge, polygonal puncta with stippled floors, narrow muri, NPC, and AMS. Scale bar = 50 µm.
FIGURE 17 in Taxonomic applications of the esophageal flapper valve in Bairdoppilata and Glyptobairdia (Bairdiidae, Ostracoda), with comments on anatomy, ontogeny, and geography
FIGURE 17. Glyptobairdia coronata (Brady). H:L scatter plot for 290 subfossil specimens from 10 Caribbean localities. Because of extreme valve asymmetry, two elongate diagonal clusters are evident: the upper cluster includes 180 LV and carapaces, and the lower cluster represents 110 RV. Adult females tend to plot at the upper right of each cluster, while males plot at the lower left. Separate clusters for instars A–1 and A–2 are represented in the Florida assemblages. In general, specimens from Bermuda tend to be larger, and those from Florida smaller, than those at other localities.
FIGURE 16. A, B in Taxonomic applications of the esophageal flapper valve in Bairdoppilata and Glyptobairdia (Bairdiidae, Ostracoda), with comments on anatomy, ontogeny, and geography
FIGURE 16. A, B, Bairdoppilata scaura Maddocks [Hawaii]: A, male specimen 3860M: esophageal plate. B, male specimen 3864M: left lateral view of mouth region, with upper and lower lips, atrium, esophagus, U–shaped strut of upper lip, ciliate hemispherical mound of lower lip, flagellate seta projecting into atrium, and setules of forehead and sternum. C, Bairdoppilata sp. 2 [of Maddocks 2015, Hawaii]: female specimen 3969F: esophageal valve with ring, collar, belt and plate. D, Bairdoppilata sp. 3 [of Maddocks 2015, Hawaii]: female specimen 3923F: esophageal valve with collar, plate, bracket, and basal ends of braces. E, Bairdoppilata sp. 4 [of Maddocks 2015, Hawaii]: female specimen 3963F: esophageal plate with bracket. F–I, Bairdoppilata sp. 2 [of Morais & Coimbra 2017, Brazil], female specimen 817F: F, A2 claws; G, esophageal plate and bracket; H, both braces; I, genital lobe. Scale bar = 50 µm.
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.