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1,481 results for “data processing”
Data from: Female preference for males with lower pattern contrast follows Weber's law of proportional processing in an ornate jumping spider
<p>According to Weber's law of proportional processing, perceptual discrimination between stimuli of different magnitudes is based on their proportional differences in magnitude (not absolute differences). Proportional processing operates in various sensory modalities and behavioural contexts. However, whether female mate preference for colour patterns in animals follows Weber's law of proportional processing remains untested. </p> <p>We addressed this research gap using the jade jumping spider, <em>Siler semiglaucus</em>, whose males exhibit remarkable sexually selected colour patterns and whose females show preferences for males with low abdomen pattern contrast (pattern contrast is defined as the spatial feature of the relative abundance of two adjacent colour patches). By manipulating the dorsal abdomen colour patterns of <em>S. semiglaucus</em> males, we created males with varying abdomen pattern contrasts. We then assessed female preference for males that varied in both absolute and proportional differences in pattern contrast.</p> <p>We found that females preferred males with lower abdomen pattern contrasts and discriminated between males based on both absolute and proportional differences in pattern contrast. While proportional difference alone was not a significant predictor of female mate choice, discrimination based on proportional difference, coupled with absolute difference had a greater influence on female mate preference than absolute difference alone. </p> <p>Hence, our findings suggest that <em>S. semiglaucus</em> female preference for males with lower pattern contrast follows Weber's law, and female discrimination may have the potential to limit the exaggeration of sexually selected colour patterns. </p>
Dynamic Binaural Processing (sBTRF) data
<p>This dataset is associated with a publication exploring processing of dynamic binaural cues. </p>
The statistical data of bubbles during the rising stage in plunging wave breaking, along with the associated processing programs
<p>During plunging wave breaking, a significant number of multi-scale bubbles emerge, which can persist for extended periods. These bubbles are accurately captured and tracked by a bubble-droplet detection program. The dataset provides detailed statistics on bubble properties, including size, velocity, and spatial distributions during the entire rising stage for three different wave slopes. </p>
Data - process planning
<p>Here is the data set including process time, process quality, and the match-making of resources and assembly tasks. These data belongs to the process planning problem, where several process plans exist there. The data description in explained in the txt file.</p>
Raw P-SHG data and processing codes for Raoux et al, Light Science and Applications 2023
<p><strong>Raw P-SHG data and processing codes</strong> for Raoux et al, Light Science and Applications 2023</p> <p>Article DOI: 10.1038/s41377-023-01224-0</p> <p>Raw P-SHG data: 10 human corneas</p> <p>Important: crop 20 pixels on left and right sides of all images to remove scanning artefacts and obtain 250 x 250 images</p> <p>voxel size: 1 µm in all directions<br> Channel 0: trans-2PEF<br> Channel 1: epi-2PEF<br> Channel 2: epi-SHG<br> Channel 3: trans-SHG</p>
Supplementary Datasets for: 'A processing and analytics system for microscopy data workflows: the Pycroscopy ecosystem of packages'
<p>The repository contains four independent datasets that are a part of the publication (<a href="https://arxiv.org/abs/2302.14629">arXiv:2302.14629</a>), which delineates the capabilities of the Pycroscopy ecosystem of packages. The details of the individual datasets can be found below. </p> <p>1) bfo_iv_final.hf5: Dataset of I-V curves captured by conductive atomic force microscopy on a BiFeO3 sample. The data has been transformed so that we plot not the log of the current density (J) as a function of the square root of the electric field. The dataset was originally presented in the paper 10.1038/s41467-017-01334-5 </p> <p>2) bto_atomic.dm3: Atomically resolved data BaTiO3 thin film acquired with scanning transmission electron microscopy. These were originally captured in the dm3 file format. This dataset was a part of the publication: doi.org/10.1002/adma.202106426</p> <p>3) EELS_STO.dm3: Scanning transmission electron microscope (STEM)-Electron energy loss spectroscopy (EELS) dataset of SrTiO3.</p> <p>4) STO-stack.h5: High-angle annular dark-field imaging (HAADF) scanning transmission electron microscope (STEM) image stack of SrTiO3. This image stack contains 25 images.</p> <p> </p>
Data for thesis titled: The impact of processing conditions on enzymatic protein hydrolysis performance from sardine (Sardina pilchardus) by-products using Alcalase 2.4L, and the influence on final spray dried hydrolysate powder properties
<p>The data answer the objectives that focused on:</p> <ol> <li>determining the substrate-specific optimum hydrolysis temperature and pH for the particular enzyme-substrate (Alcalase-sardine by-product) combination,</li> <li>investigating the effect of mixing speed, solids concentration and enzyme dosage on dry solids yield and protein recovery during enzymatic hydrolysis of sardine processing by-products,</li> <li>evaluating the influence of solids concentration on emulsion formation during enzymatic hydrolysis,</li> <li>determining the effect of solids concentration and emulsion formation on molecular weight distribution of protein hydrolysates,</li> <li>investigating the effect of mixing speed and solids concentration on the viscosity and mixing regime of material during enzymatic hydrolysis,</li> <li>establishing the role played by processing conditions (degree of hydrolysis (DH), maltodextrin addition and inlet air temperature) on powder recovery during spray drying, and</li> <li>investigating the role of DH, maltodextrin concentration and spray drying temperature on handling and storage properties of spray dried protein hydrolysates.</li> </ol> <p>This data also appears in journal papers with the following titles:</p> <p>Chiodza, K. & Goosen, N.J. 2023a. Evaluation of handling and storage stability of spray dried protein hydrolysates from sardine (Sardina pilchardus) processing by-products: Effect of enzymatic hydrolysis time, spray drying temperature and maltodextrin concentration. <em>Food and Bioproducts Processing</em>. (June, 30). DOI: <a href="https://www.sciencedirect.com/science/article/pii/S0960308523000743?via%3Dihub">https://doi.org/10.1016/j.fbp.2023.06.009</a>.</p> <p>Chiodza, K. & Goosen, N.J. 2023b. Influence of mixing speed, solids concentration and enzyme dosage on dry solids yield and protein recovery during enzymatic hydrolysis of sardine (Sardina pilchardus) processing by-products using Alcalase 2.4L: a multivariable optimisation approach. <em>Biomass Conversion and Biorefinery</em>. 1:1–23. DOI: <a href="https://link.springer.com/article/10.1007/s13399-023-03829-2">https://doi.org/10.1007/s13399-023-03829-2</a>. </p> <p>Chiodza, K. & Goosen, N.J. 2023c. Emulsion formation during enzymatic protein hydrolysis and its effect on protein recovery and molecular weight distribution of protein hydrolysates from sardine (Sardina pilchardus) by-products. <em>Biomass Conversion and Biorefinery</em>. 1:1–12. DOI: <a href="https://link.springer.com/article/10.1007/s13399-023-04438-9">https://doi.org/10.1007/s13399-023-04438-9</a>.</p>
A Universe of Sound: Processing NASA Data into Sonifications to Explore Participant Response
<p>Files containing additional data for the first and second open-ended response questions of the survey discussed in Section 3.3 of the paper "A Universe of Sound: Processing NASA Data into Sonifications to Explore Participant Response" and text descriptions of the associated sonifications of three astronomical objects (the Galactic Center, Cassiopeia A, and the Chandra Deep Field South).</p>
Dense vegetation hinders sediment transport towards saltmarsh interiors - Supporting data and source code (Part I: Pre-processing)
<p>This is Part I of the supporting data and source code for the paper entitled "Dense vegetation hinders sediment transport towards saltmarsh interiors", submitted to <em>Limnology and Oceanography Letters.</em> It contains all input and output files to generate the simulation grids.</p>
Raw and Processed Data of Printed Markets - The Basel Avisblatt (1729-1845)
<p>Switzerland's first advertising journal – the so-called Avisblatt – was published in Basel. It is a typical example of a new market form emerging in 18th century Europe, yet it is also exceptional since all issues from 1729 to 1844/45 are preserved. In the SNF funded research project “Märkte auf Papier” at the University of Basel (PI: Prof. Dr. Susanna Burghartz), this serial source has been digitized and used to investigate economic, social and societal transformations of the early capitalist period in Basel. A database of all adverts and announcements was created, totalling 932’000 records and providing different sorts of metadata for each advert. The dataset is made avaiable combined with analytical tools.</p> <ul> <li>first official, public release</li> <li>raw (OCR'd) data, collections (data and meta data) and aggregated tables</li> <li>read and process conveniently with the avisblatt R package</li> </ul>
Processed counts data of cfMeDIP-seq profiles of small cell lung cancer patients
<p>R objects of cfMeDIP-seq profiles of small cell lung cancer patient cfDNA, peripheral blood leukocytes, non-cancer control patients cfDNA, and CDX tumour tissue. The data are whole-genome across 300bp windows after removing ENCODE-blacklisted regions. The data also includes MeDEStrand-converted MeDIP data for peripheral blood leukocytes</p>
Raw, processed and merged Data for Swiss Cat+ East A1 project related to the automated and high-throughput Bayesian Optimization of CO2 hydrogenation heterogeneous catalysts
<p> All files generated during the fully digitalized automated and high-throughput experimentally-guided Bayesian Optimization project, which led to the synthesis of 144 heterogeneous catalysts with a Chemspeed unit (6 generations of 24) and their testing under CO2 hydrogenation conditions with Avantium fixed bed units. Below are some indication to understand the naming of the files.</p> <ul> <li>A1 stands for the internal project number.</li> <li>G1 to G5 stands for the catalyst generation number and G2NC for the alternative second generation suggested by the Bayesian Optimizer without considering the cost of catalyst as an objective (No_Cost).</li> <li>Three fixed bed units have been used, named XDB4x (a 4 parallel reactors unit), XDC4x (another 4 parallel reactors unit) and XR16x (a 16 parallel reactors unit).</li> <li>Individual fixed bed testing raw files (FB_RawData) generated by each unit are then processed to extract the mean and standard deviation (std) values (e.g conversion, selectivity) and to compute reactions rates.</li> <li>Then the processed files for each individual reactor (XDB, XDC, XR) are combined into one file (All_FBData), and finally aggregated with the synthesis details, viathe catalyst barcodes (AllData_Processed).</li> <li>Finally, the processed file for each generation are merged together (AllGen_Merged) and a condensed file is generated for a given reaction temperature (AllGen_275CDataProcessed_Merged)</li> </ul>
Data set to 'Microplastics in aquaculture - potential impacts on inflammatory processes in Nile tilapia'
<p>Raw and analyzed data sets to the publication 'Microplastics in aquaculture - potential impacts on inflammatory processes in Nile tilapia'</p>
A human genome editing-based MLL-AF4 acute lymphoblastic leukemia model recapitulates key cellular and molecular leukemogenic features. (Processed data)
<p>The prognosis of infant B-cell acute lymphoblastic leukemia (iB-ALL) remains dismal, especially in patients harboring the MLL-AF4 (KTM2A-AFF1) rearrangement, which arises prenatally in early hematopoietic stem/progenitor cells (HSPCs) and accounts for 80% of iB-ALL and 10% of non-infant cases. MLL-AF4+ B-ALL shows a bimodal localization of the MLL gene breakpoint within the MLL break cluster region, and two subgroups of patients based on the gene expression pattern of the HOXA/MEIS cluster have been identified. The pathogenic mechanisms in MLL- AF4+ B-ALL are challenging to study functionally due to the absence of faithful human cellular models recapitulating the disease phenotype and latency. Here, we assess the molecular contribution and leukemogenic capacity of MLL breakpoints occurring in either intron 10 (MLL i10 , centromeric) or intron 12 (MLL i12 , telomeric) in ontogenically-different human HSPCs sourced prenatally (fetal liver) and neonatally (cord blood). CRISPR-Cas9-induced MLL-AF4 (MA) targeting either MLL i10 (M i10 A) or MLL i12 (M i12 A) causes MA-driven in vitro myeloid immortalization in both fetal liver- and cord blood-CD34+ HSPCs. The centromeric location of the MLL breakpoint, but not the cellular ontogeny, determined the expression of HOXA/MEIS1 genes in MLL-edited cells. Centromeric MLL breakpoints endowed enhanced myeloid clonogenic replating to MLL- edited CD34+ HSPCs. The cellular ontogeny and the location of the MLL breakpoint also influenced the capacity of MLL-edited CD34+ HSPCs to initiate pro-B-ALL in vivo, which faithfully recapitulated the molecular, transcriptomic and methylome profiles of patients with primary MA+ iB-ALL. Our data provide key insights into the cellular and molecular leukemogenic determinants of MA+ iB-ALL. This dataset contains processed RNAseq and DNA methylation data from the abovementioned study.</p>
Data and analysis scripts for: Co-occurrence patterns at four spatial scales implicate reproductive processes in shaping community assembly in clovers
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Data from: Inferring community assembly processes from mangrove species–area relationships
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Data from: Female preference for males with lower pattern contrast follows Weber’s law of proportional processing in an ornate jumping spider
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Data from: Double-strand break repair pathways differentially affect processing and transduction by dual AAV vectors
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Data from: Spatial processes and evolutionary models: a critical review
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The statistical data of bubbles during the rising stage in plunging wave breaking, along with the associated processing programs
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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.