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30,817 results for “type”
emmetaobrien/celltypes: Allen Brain Atlas Cell Types
<p>This brain cell database contains a survey of biological features derived from single cell data, from both human and mouse. It is part of a multi-year project to create a census of cells in the mammalian brain.</p> <p>The database contains electrophysiological, morphological, and transcriptomic data measured from individual cells, as well as models simulating cell activity. Thus far, data generation has focused on select areas of cerebral cortex, and thalamic neurons.</p> <p><a href="https://celltypes.brain-map.org/">https://celltypes.brain-map.org/</a></p>
Muti-type Aircraft of Remote Sensing Images: MTARSI
<p>MTARSI has a total of 9'385 remote sensing images acquired from Google Earth satellite imagery and manually expanded, including 20~different types of aircraft covering 36~airports.<br> The new data set is made up of the following 20 aircraft types: B-1, B-2, B-29, B-52, Boeing, C-130, C-135, C-17, C-5, E-3, F-16, F-22, KC-10, C-21, U-2, A-10, A-26, P-63, T-6, T-43.<br> All the sample images are carefully labeled by seven specialists in the field of remote sensing images interpretation. <br> Each image contains one and only one complete aircraft.</p>
driverMAPS run results for 20 tumor types from TCGA
<p>driverMAPS run results for 20 tumor types from TCGA, fixed a formatting error in this version. </p>
Supplemental Data for: Segmentation-free inference of cell types from in situ transcriptomics data
<p>Supplemental Data for: Segmentation-free inference of cell types from <em>in situ</em> transcriptomics data</p>
Data types and Variables in R
<p>This video explains how you store numbers, texts and logical variables in R using scalar and vector variables and also what are matrices and data frames and how we can utilize them in R.</p>
Data for: Whole genome phylogeny of Gallus: Introgression and data-type effects
<p>Multiple sequence alignments and gene trees from the manuscript "Whole genome phylogeny of Gallus: Introgression and data-type effects." The zip file contains a single folder with a README file that provides details the contents and formats of the files that are included.</p>
Dataset for "Assessing the exposure of forest habitat types to projected climate change – implications for Bavarian protected areas"
<p>This dataset relates to the publication C. Steinacker, C. Beierkuhnlein, A. Jaeschke (2019), "Assessing the exposure of forest habitat types to projected climate change—Implications for Bavarian protected areas", Ecology and Evolution. doi:<a href="https://doi.org/10.1002/ece3.5877"> 10.1002/ece3.5877</a>.</p> <p>The file contains:</p> <ul> <li>the R script,</li> <li>the model outputs (raster data of projected distribution of habitat types),</li> <li>the results of the range change analysis,</li> <li>the protected area shapefile with information on the elevational range inside of them and their projected environmental suitability for the corresponding habitat types.</li> </ul> <p>The products build on freely available data (e.g. distribution data from the EEA under the Habitats Directive). All data sources are cited in the related publication. Methodologically, we applied correlative species distribution models and further spatial and geostatistical analyses. We used R (e.g. biomod2-package) as well as GIS-software to conduct the analyses. More detailed descriptions of the methodology are placed in the publication.</p>
Soil properties and crop yield in fruit orchards under Mediterranean conditions in terms of intercropping, tillage and fertilizer type
<p>This data set contains a data-mining performed to assess the impact of intercropping, tillage and fertilizer type on soil and crop yield in fruit orchards under Mediterranean conditions by a further meta-analysis of the data. </p> <p>These data correspond to the open-access article "The impact of intercropping, tillage and fertilizer type on soil and crop yield in fruit orchards under Mediterranean conditions: A meta-analysis of field studies" published in Agricultural Systems. (<a href="https://doi.org/10.1016/j.agsy.2019.102736">https://doi.org/10.1016/j.agsy.2019.102736</a>), funded by he European Commission Horizon 2020 project Diverfarming [grant agreement 728003]. Raúl Zornoza acknowledges the financial support from the Spanish Ministry of Science, Innovation and Universities through the “Ramón y Cajal” Program [RYC-2015-18758].. </p> <p> </p>
Metabolic fingerprints for suboptimal mycorrhizal colonization in wild-type and the jasmonic acid deficient spr2 tomato mutant
<p>Raw data for metabolic fingerprinting of tomato roots by DLI-ESI-MS and GC-MS to examine the effect of mycorrhizal colonization on the global metabolic profile of WT and <em>spr2</em> mutant plants.</p>
Gene expression for suboptimal mycorrhizal colonization in wild-type and jasmonic acid deficient spr2 tomato mutants
<pre>Data were obtained from mycorrhizhal colonized roots of wild-type and and spr2 mutants tomato plants, at 32 and 45 days after mycorrhizhal inoculation. Amplifications were performed using SYBR Green detection chemistry and run in triplicate in 96-well reaction plates with the CFX96 Touch Real-Time PCR Detection System (Bio-Rad, Hercules, CA, USA). The data was analyzed by the delta delta ct method. </pre>
Figure 2 in Bird communities of different woody vegetation types from the Niraj Valley, Romania
Figure 2. PCoA of the bird communities from the woody vegetation based on the Bray–Curtis index.
Figure 1 in Bird communities of different woody vegetation types from the Niraj Valley, Romania
Figure 1. PCoA of the bird communities from the woody vegetation based on the Jaccard index.
Figure 1 in Distribution and diversity of earthworm (Annelida, Clitellata) populations across four land use types in northern Cameroon
Figure 1. Map of Cameroon showing the study area. Adapted from SOGEFI (2016).
Figure 4 in Diversity of bats in three selected forest types in Peninsular Malaysia
Figure 4. Relative abundance (%) of families in the three habitat types.
Figure 2 in Diversity of bats in three selected forest types in Peninsular Malaysia
Figure 2. Number of species captured according to families in the three habitat types.
Figure 3 in Diversity of bats in three selected forest types in Peninsular Malaysia
Figure 3. Number of individuals captured according to families in the three habitat types.
Figure 7. Type locality. Santiago 15 in Two new species of plume moths (Lepidoptera: Pterophoridae) from Atacama Desert (Chile)
Figure 7. Type locality. Santiago 15 km ENE Camino a Farellones, 02.ii.2017 (photo by A. Pototski).
Figure 6 in Ecological and faunistic features of caddisflies (Insecta: Trichoptera) in different types of habitats in the Dinaric karst area (Central Croatia)
Figure 6. Dobra - spring (D1). A) before channelization (2010), B) after channelization (2020).
Figure 1 in Ecological and faunistic features of caddisflies (Insecta: Trichoptera) in different types of habitats in the Dinaric karst area (Central Croatia)
Figure 1. Map of the study area with sampling sites which correspond to the list in Tab. 1.
Proportion and distribution of neurotransmitter-defined cell types in the ventral tegmental area and substantia nigra pars compacta - Tabular Dataset
<p>Tabular dataset for all figures in preprint "Proportion and distribution of neurotransmitter-defined cell types in the ventral tegmental area and substantia nigra pars compacta". </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.