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Dataset results
10 results for “dataframes”
Dataframe - Posts-Instagram-Torrevieja-Colores dominantes
<p>Una base de datos con extracción de colores dominantes de los post de instagram en torrevijea</p>
Dataframes for: Postpartum cessation of urban space use by a female baboon living at the edge of the City of Cape Town
<p>Species with slow life history strategies that invest in few offspring with extended parental care need to adapt their behaviour to cope with anthropogenic changes that occur within their lifetime. Here we show that a female chacma baboon (<em>Papio</em> <em>ursinus</em>) who commonly ranges within urban space in the City of Cape Town, South Africa, stops using urban space after giving birth. This change of space use occurs without any significant change in daily distance travelled or social interactions that would be expected with general risk-sensitive behaviour after birth. Instead, we suggest this change occurs because of the specific and greater risks the baboons experience within the urban space compared to natural space, and because leaving the troop (to enter urban space) may increase infanticide risk. This case study can inform methods used to manage the baboon's urban space use in Cape Town and provides insight into how life history events alter individuals' use of anthropogenic environments.</p>
Code and dataframe for: Going with the floe: Sea-ice movement affects distance and destination during Adélie penguin winter movements
<p>Collection of code and dataframes used to calculate ice support vector-based metrics and run ice support models in R for Ecology submission.</p> <p>Dataframes:</p> <p>IceSupportDF_envinddatana.RData - Data frame used to run both distance and support models.</p> <p>Code:</p> <p>Final_Distance_Model_Ecology.R - Code used to run and evaluate distance model</p> <p>Final_Support_Model_Ecology.R - Code used to run and evaluate support model</p> <p>ice_vector_metrics_Ecology.R - Code showing mathematical functions listed in manuscript for vector based ice support metrics were calculated</p>
Dataframes for: Postpartum cessation of urban space use by a female baboon living at the edge of the City of Cape Town
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BPASS Stellar Models in DataFrames
<p>This data set is made of 26 binary files (.pckl) that contain pandas DataFrames compiling all the BPASS stellar models for the fiducial IMF (img135_300 - see BPASS manual for more info or contact hfstevance@gmail or @sydonahi on Twitter).</p> <p>If you end up using this data set please also cite hoki - which was used to create these data.</p> <p>The BibTex is as follows.</p> <pre>@ARTICLE{2020JOSS....5.1987S, author = {{Stevance}, Heloise and {Eldridge}, J. and {Stanway}, Elizabeth}, title = "{Hoki: Making BPASS accessible through Python}", journal = {The Journal of Open Source Software}, keywords = {Python, galaxies, Batchfile, SED, astronomy, binary stars, Astrophysics - Solar and Stellar Astrophysics, Astrophysics - Astrophysics of Galaxies, Astrophysics - Instrumentation and Methods for Astrophysics}, year = "2020", month = "Jan", volume = {5}, number = {45}, eid = {1987}, pages = {1987}, doi = {10.21105/joss.01987}, archivePrefix = {arXiv}, eprint = {2001.11069}, primaryClass = {astro-ph.SR}, adsurl = {https://ui.adsabs.harvard.edu/abs/2020JOSS....5.1987S}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} }</pre> <p> </p>
DataFrame for SPSS - Music Therapy and Anxiety in Cuban Adult Patients Undergoing Tooth Extractions
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Moose omics dataframe
<ol> <li>With accelerated land conversion and global heating at northern latitudes, it becomes crucial to understand, how life histories of animals in extreme environments adapt to these changes. Animals may either adapt by adjusting foraging behaviour or through physiological responses, including adjusting their energy metabolism or both. Until now, it has been difficult to study such adaptations in free ranging animals due to methodological constraints that prevent extensive spatiotemporal coverage of ecological and physiological data.</li> <li>Through a novel approach of combining DNA-metabarcoding and nuclear magnetic resonance (NMR)-based metabolomics, we aim to elucidate the links between diets and metabolism in Scandinavian moose <i>Alces alces</i> over three biogeographic zones using a unique dataset of 265 marked individuals.</li> <li>Based on 17 diet items, we identified four different classes of diet types that match browse species availability in respective ecoregions in northern Sweden. Individuals in the boreal zone consumed predominantly pine and had the least diverse diets, while individuals with highest diet diversity occurred in the coastal areas. Males exhibited lower average diet diversity than females.</li> <li>We identified several molecular markers indicating metabolic constraints linked to diet constraints in terms of food availability during winter. While animals consuming pine had higher lipid, phospocholine and glycerophosphocholine concentrations in their serum than other diet types, birch- and willow/aspen-rich diets exhibit elevated concentrations of several amino acids. The individuals with highest diet diversity had increased levels of ketone bodies, indicating extensive periods of starvation for these individuals.</li> <li>Our results show how the adaptive capacity of moose at the eco-physiological level varies over a large eco-geographic scale and how it responds to land use pressures. In light of extensive ongoing climate and land use changes, these findings pave the way for future scenario building for animal adaptive capacity.</li> </ol>
Moose omics dataframe
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R unmarked dataframe: Fine-scale forest structure, not management regime, drives occupancy of a declining songbird, the Olive-sided Flycatcher, in the core of its range
<p>Encounter history, site covariates, and observation covariates formatted as an unmarkedFrameOccu object for use in program R with the package unmarked to replicate the analyses conducted by Hack et al. in 'Fine-scale forest structure, not management regime, drives occupancy of a declining songbird, the Olive-sided Flycatcher, in the core of its range.'</p>
Dataframe - Rendimiento y fuerza masticatoria máxima funcional en pacientes con prótesis parcial removible dentomucosoportadas y dentoimplantosoportadas
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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.