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1,079 results for “source data”
Source data: FtsK is critical for the assembly of the unique divisome complex of the FtsZ-less Chlamydia trachomatis IF images
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Data from: Assessing the contributions of intraspecific and environmental sources of infection in urban wildlife: Salmonella enterica and white ibis as a case study
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Data supplement to: Quality control of image sensors using gaseous tritium light sources
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Data from: Evolved differences in thermal plasticity of mosquitofish mating behavior are unrelated to source temperature
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Data and source code for: Recent adaptation in a threatened salmonid revealed by museum genomics
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Data for: Revealing hidden sources of uncertainty in biodiversity trend assessments
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An individual-based model trained on multiple data sources estimates population connectivity and facilitates aggregation of harvest management units
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Source code and data from: Foraging personalities modify effects of habitat fragmentation on biodiversity
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Data from: <em>Vespula pensylvanica</em> locate odor sources across diverse natural wind conditions
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Data from: Remote sensing and landcover in ring-necked pheasant research: A review of data sources and scales
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Interrogating genomic data in the phylogenetic placement of treeshrews reveals potential sources of conflict
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Data and source code for: ClinVar and HGMD genomic variant classification accuracy has improved over time, as measured by implied disease burden
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SOils DAta Harmonization database (SoDaH): an open-source synthesis of soil data from research networks
This SOils DAta Harmonization (SoDaH) database is designed to bring together soil carbon data from diverse research networks into a harmonized dataset that can be used for synthesis activities and model development. The research network sources for SoDaH span different biomes and climates, encompass multiple ecosystem types, and have collected data across a range of spatial, temporal, and depth gradients. The rich data sets assembled in SoDaH consist of observations from monitoring efforts and long-term ecological experiments. The SoDaH database also incorporates related environmental covariate data pertaining to climate, vegetation, soil chemistry, and soil physical properties. The data are harmonized and aggregated using open-source code that enables a scripted, repeatable approach for soil data synthesis.
Source data for a study submitted to Reproduction on the impact of a moderate, episodic dose of alcohol on female reproductive parameters in offspring.
<p>This file contains information on the samples analysed for a study of the effect of prenatal alcohol exposure on female offspring reproductive parameters. It also contains all the raw data for each Figure and Table included in a manuscript submitted to <em>Reproduction</em>.</p>
Research Data for article "Clava: C/C++ source-to-source compilation using LARA"
<p>Setup and results for the Section "4. Impact" of the article "Clava: C/C++ source-to-source compilation using LARA"</p> <p>#4.1. Stress Test</p> <p>Instruments several large programs so that they produce a call graph when the program executes.</p> <p>To run the test use the command: clava -c stress_test.clava</p> <p>Some examples (e.g., gcc.c) will only parse sucessfully on a Linux machine.</p> <p>## Files</p> <p>'stats-raw_data.zip' - Raw results taken for the article.</p> <p>'processed_stats.json' - Processed results that are presented in the article.</p> <p><br> #4.3. OpsCounter</p> <p>Instruments the NAS benchmark set so that it counts the number of source code operations executed by the kernels.</p> <p>To run the test use the command: clava -c ops_counter.clava</p> <p>## Files</p> <p>'OpsCounterNAS_S_W_A.json' - Raw results taken for the article.</p> <p>'Results.xlsx' - Processed results that are presented in the article.</p>
Data_Two sources of task prioritization: The interplay of effector-based and task order-based capacity allocation in the PRP paradigm
<p>Data of 'Two sources of task prioritization: The interplay of effector-based and task order-based capacity allocation in the PRP paradigm' Hoffmann, Pieczykolan, Koch, & Huestegge, comparing RT data and error rates of oculomotor, vocal, and manual responses in a PRP setting</p>
Large-scale comparison of bibliographic data sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic
<p>This data set contains supplementary material for the paper 'Large-scale comparison of bibliographic data sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic' by Martijn Visser, Nees Jan van Eck, and Ludo Waltman. The data set provides the statistics presented in the figures in the paper.</p>
An Empirical Validation of Cognitive Complexity as a Measure of Source Code Understandability - Data, Code and Documentation
<p>Release version of the data, code and documentation used in and generated by our data analysis and literature search to ensure reproducibility, repeatability, and transparency, to be published alongside our paper "An Empirical Validation of Cognitive Complexity as a Measure of Source Code Understandability".</p>
Data from: Using molecular and crowd-sourcing methods to assess breeding ground diet of a migratory brood parasite of conservation concern
<p>Breeding ground food availability is critical to the survival and productivity of adult birds. The common cuckoo <i>Cuculus canorus</i> is a brood-parasitic Afro-Palearctic migrant bird exhibiting long-term (breeding) population declines in many European countries. Variation in population trend between regions and habitats suggests breeding ground drivers such as adult food supply. However, cuckoo diet has not been studied in detail since before the most significant population declines in Europe began in the mid-1980s. 20th century studies of cuckoo diet largely comprised field observations likely to carry bias towards larger prey taxa. Here we demonstrate the potential value of 1) using high-throughput DNA sequencing of invertebrate prey in faeces to determine cuckoo diet with minimal bias towards large prey taxa, and 2) using crowd-sourced digital photographs from across Britain to identify lepidopteran cuckoo prey taxa during recent years post-decline (2005-2016). DNA analysis found a high frequency of Lepidoptera, including moths of family Lasiocampidae, prominent within the past literature, but also grasshoppers (Orthoptera) and flies (Diptera) that may be overlooked by field observation methodologies. The range of larval lepidopteran prey identified from photographs largely agreed with those previously documented, with potential signs of reduced diversity, and identities of key adult prey taxa were supported by molecular results. Notably, many identified cuckoo prey taxa have shown severe declines due to agricultural intensification, suggesting this has driven spatial patterns of cuckoo loss. Landscape-scale, lowland rewilding interventions provide opportunities to understand the scale of reversal of previous agricultural intensification that may be necessary to restore prey populations sufficiently to permit recolonization by cuckoos.</p>
Anonymized source data files for figures in: Recurrent processes support a cascade of hierarchical decisions
<p>Perception depends on a complex interplay between feedforward and recurrent processing. Yet, while the former has been extensively characterized, the computational organization of the latter remains largely unknown. Here, we use magneto-encephalography to localize, track and decode the feedforward and recurrent processes of reading, as elicited by letters and digits whose level of ambiguity was parametrically manipulated. We first confirm that a feedforward response propagates through the ventral and dorsal pathways within the first 200 ms. The subsequent activity is distributed across temporal, parietal and prefrontal cortices, which sequentially generate five levels of representations culminating in action-specific motor signals. Our decoding analyses reveal that both the content and the timing of these brain responses are best explained by a hierarchy of recurrent neural assemblies, which both maintain and broadcast increasingly rich representations. Together, these results show how recurrent processes generate, over extended time periods, a cascade of decisions that ultimately accounts for subjects' perceptual reports and reaction times.</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.