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8,924 results for “formation”
Supporting data for review article: The Global Distribution, Formation, and Fate of Mineral-Associated Soil Organic Matter Under a Changing Climate – A Trait-Based Perspective
<p>Supporting data and code for review article: Sokol N.W., Whalen E.D., Kallenbach C., Pett-Ridge J., Georgiou K. The Global Distribution, Formation, and Fate of Mineral-Associated Soil Organic Matter Under a Changing Climate – A Trait-Based Perspective. <em>Functional Ecology, </em>2022.</p> <p>We leveraged data from a global synthesis of soil fractionation measurements (DOI: 10.5281/zenodo.5987415). For this review article, we specifically focused on measurements of bulk and mineral-associated soil organic carbon concentrations (reported in units of gC/kg soil) and the proportion of bulk soil organic carbon that is mineral-associated (reported as a %). This subset also includes auxiliary data regarding climate and biome characteristics extracted from the synthesized papers; for more variables, see the original full dataset. Köppen-Geiger climate zones were extracted from a georeferenced global database (using R package 'kgc' v1.0.0.2) with site coordinates, where available. Three files are provided in this repository: (1) data file, (2) metadata file, and (3) code for manuscript figures and summary statistics.</p>
Eremohaplomydas, Haplomydas, and Lachnocorynus matrix-based key in SDD-format
<p>Matrix-based, multi-entry key to species of the genera Eremohaplomydas, Haplomydas, and Lachnocorynus (Diptera: Mydidae) developed with Lucid Builder v4 in XML Structure of Descriptive Data (SDD) format.</p>
Controlled Formation of Dimers and Spatially Isolated Atoms in Bimetallic Au-Ru Catalysts via Carbon-Host Functionalization
<p>Enclosed we report the data in the article: "Controlled Formation of Dimers and Spatially Isolated Atoms in Bimetallic Au-Ru Catalysts via Carbon-Host Functionalization" by Pérez-Ramírez et al.</p>
Data for "Ferrofluidic aqueous two-phase system with ultralow interfacial tension and micro-pattern formation"
<p>This dataset contains the raw data used for the publication "Ferrofluidic Aqueous Two-Phase System with Ultralow Interfacial Tension, Instabilities and Pattern Formation"</p>
Tabular datasets for "In situ structural analysis reveals membrane shape transitions during autophagosome formation"
<p>Tabular source data for all plots in the manuscript "In situ structural analysis reveals membrane shape transitions during autophagosome formation". The article is available at https://doi.org/10.1101/2022.05.02.490291. The naming of the sheets in the .xlsx files corresponds to the figure number and panel.</p>
Dataset for Dynamics of Solid-Electrolyte Interphase Formation on Silicon Electrodes Revealed by Combinatorial Electrochemical Screening
<p>This dataset provides the raw data to the manuscript</p> <p>"<strong>Dynamics of Solid-Electrolyte Interphase Formation on Silicon Electrodes Revealed by Combinatorial Electrochemical Screening"</strong></p> <p>published in Angewandte Chemie International Edition (2022): <a href="https://doi.org/10.1002/anie.202207184">https://doi.org/10.1002/anie.202207184</a></p> <p>Specifically, the following measurements are provided:</p> <ul> <li>Electrochemical measurements for combinatorial preparation of solid-electrolyte layers under different conditions and repetitions ("SECCM/")</li> <li>Raman spectra obtained using SHINERS for all the prepared conditions and repetitions ("SHINERS/")</li> <li>Atomic force microscopy data for each SEI layer ("AFM/")</li> <li>Energy-dispersive X-ray spectroscopy data ("EDX/")</li> </ul>
Megalo-Cavitands: Synthesis of Acridane[4]arenes and Formation of Large, Deep Cavitands for Selective C70 Uptake
<p>Data underlying the figures in the publication “Megalo-Cavitands: Synthesis of Acridane[4]arenes and Formation of Large, Deep Cavitands for Selective C70 Uptake”, published in <em>Angew. Chem. Int. Ed.</em> <strong>2022</strong>, <em>61</em>, e202209885. <a href="https://doi.org/10.1002/anie.202209885">https://doi.org/10.1002/anie.202209885</a></p>
4 image lysozyme dataset recorded on the Jungfrau 16M detector at SwissFEL and formatted as a NeXus file
<p>This is a 4 image lysozyme datasets derived from https://doi.org/10.5281/zenodo.3352357. The specific 4 images are able to be processed by the software package DIALS using commands in the linked dataset above. The images were rounded to integer and compressed to save file space using this script:</p> <pre><code class="language-python">import shutil, h5py import numpy as np shutil.copyfile('../lyso009a_0087.JF07T32V01_master.h5', 'lyso009a_0087.JF07T32V01_master_4img.h5') h5 = h5py.File('lyso009a_0087.JF07T32V01_master_4img.h5', 'r+') data = h5["entry/data/data"][()] del h5["entry/data/data"] h = h5["entry/data"] subset = data[5:9].astype(np.int32) h.create_dataset("data", subset.shape, subset.dtype, subset, compression="gzip", compression_opts=9) h5.close()</code></pre> <p>The .expt file was created by dials.import and is useful for regression testing in DIALS.</p>
Data accompanying: Impacts into a porous graphite: an investigation on crater formation and ejecta distribution
<p>Reconstructed X-ray tomographies and python analysis scripts for the publication "Impacts into a porous graphite: an investigation on crater formation and ejecta distribution"</p> <p> </p> <p>Uses the spam python toolkit, which can probably be replaced by scipy.ndimage.center_of_mass if needed.</p>
Data for the "Technical Note: assessing predicted cirrus ice properties between two deterministic ice formation parameterizations" manuscript
<p>This repository contains the post-processed ECHAM-HAM data files for comparing KM21_GCM and ML20 of "Technical Note: assessing predicted cirrus ice properties between two deterministic ice formation parameterizations" study.</p> <p>The files are all netCDF4.</p>
Koios benchmarks' netlist files (BLIF format)
<p>Koios is a benchmark suite for FPGA architecture and CAD exploration. It contains circuits from the Deep Learning domain.</p> <p>Here we are uploading the netlist files for these designs obtained by synthesizing the Verilog designs using Intel Quartus for Intel Stratix IV architecture. </p> <p>For more details see: </p> <p>https://docs.verilogtorouting.org/en/latest/vtr/benchmarks/#koios-benchmarks</p> <p>https://github.com/verilog-to-routing/vtr-verilog-to-routing/tree/master/vtr_flow/benchmarks/verilog/koios</p>
Archaeological Survey of India Collections: Burma Circle, 1903-07. Photo 1004/1 : 1903-1907 (.jpg format)
<p>This is a digitized collections of photos held by the British Library (catalog record photo 1004/1). These photos were taken by the Archeological Survey of India (Burma Circle) between 1903-1907. The digitization was conducted by the photography lab of the British Library as part of the Pyu epigraphy sub-project (PI, Nathan W. Hill of SOAS University of London) of the ERC synergy grant "Beyond Boundaries: Religion, Region, Language and the State" (Identifier: ASIA 609823). The original photographs are under crown copyright, which means that sufficient time has past for them to be distributed to the public. Here is the record from the BL--</p> <p> </p> <ul> <li><strong>Title:</strong> <p>Archaeological Survey of India Collections: Burma Circle, 1903-07. Photographer(s): Archaeological Survey of India</p> </li> <li><strong>Collection Area: </strong> Visual Arts</li> <li><strong>Reference: </strong> Photo 1004/1</li> <li><strong>Creation Date: </strong> 1903-1907</li> <li><strong>Extent and Access: </strong><br> <strong>Extent: </strong>418 items<br> <strong>Conditions of Use: </strong>Appointment Required to view these records. Please consult Asian and African Studies Print Room staff.</li> <li><strong>Language: </strong> Not applicable</li> <li><strong>Contents and Scope: </strong><br> <strong>Contents: </strong> <p>Blue half-leather album, 385x322mm, containing prints mounted on pages interleaved with tissue. The photographs were taken by the Archaeological Survey, Burma, between 1903-07, and listed in the annual Report of the Superintendent... Copies of each year's report precede the photographs for that year, as follows:</p> <p>Year Photo no</p> <p>1903-04 1-123</p> <p>1904-05 124-304</p> <p>1905-06 305-407</p> <p>1906-07 408-509</p> <p>The photographs, including views of Burmese architecture, sculpture and relics, were taken under the direction of the Superintendent, Archaeological Survey, Burma (previously known as the Government Archaeologist), a post held at the time by Taw Sein Ko.</p> <p>Process = Collodio-chloride prints</p> <p>Photographers = Archaeological Survey of India., ;</p> </li> <li><strong>History: </strong><br> <strong>Immediate Source of Acquisition: </strong> <p>Official Deposit</p> </li> <li><strong>Related persons, etc: </strong> Archaeological Survey of India, Unspecified</li> <li><strong>Related places: </strong> Mandalay, Myanmar, Asia, Unspecified</li> <li><strong>Related subjects: </strong> Archaeological Survey Of India Collections<br> Archaeological Survey Of India: Burma Series</li> </ul>
IODP Expedition 379 Formation temperature
Formation temperature was measured by the advanced piston corer temperature tool (APCT-3), Sediment Temperature Tool (SET), or sediment temperature pressure tool (SETP) and reduced to in situ temperature and (for SETP) pressure estimates. These data are compiled per instrument run and assigned to a core (the core cut with the APCT-3 cutting shoe or the core following the SET deployment).
IODP Expedition 371 Formation temperature
Formation temperature was measured by the advanced piston corer temperature tool (APCT-3), Sediment Temperature Tool (SET), or sediment temperature pressure tool (SETP) and reduced to in situ temperature and (for SETP) pressure estimates. These data are compiled per instrument run and assigned to a core (the core cut with the APCT-3 cutting shoe or the core following the SET deployment).
EXAFS spectra during formation of palladium oxides in alumina supported palladium nanoparticles
<p>This dataset contain extended X-ray absorption fine structure (EXAFS) spectra for 5%Pd/Al2O3 (named TO326) and 2%Pd/P4VP (named TO203) samples, measrured in situ with high time resolution during exposre of the samples to hydrogen and oxygen flows at different temperatures. The file Parameters.txt contain sample names, temperatures and times together with structural parameters obtained from EXAFS fitting. File Spectra.txt contain normalized EXAFS spectra (as rows) for each energy point (energies shown in the first row). Each row in Parameters.txt correspond to a row (spectrum) in Spectra.txt</p>
Surface inherent optical properties and phytoplankton pigment concentrations from the Atlantic Meridional Transect (2009 - 2019): NetCDF format
<p>This dataset is a compilation of particulate inherent optical properties (IOPs) and co-incident high performance liquid chromatography (HPLC) phytoplankton pigment concentrations measured underway on nine Atlantic Meridional Transect (AMT) cruises. The time period of data collection is 2009 - 2019, between Sep-Nov within each year, with measurements collected between approximately 50 degrees South to 50 degrees North. A separate netCDF file is provided for each cruise (AMT 19, and AMT 22-29), including particulate IOPs (absorption, scattering, beam attenuation), pigment concentrations, and associated metadata.</p> <p>A manuscript containing a full description of the dataset, including associated code, will soon be submitted to Earth System Science Data. A Jupytper notebook illustrating data access is provided at: https://github.com/tjor/AMT_ACSpaperplots/blob/main/AMT_DataAccess.ipynb.</p> <p>The data are also released in SeaBASS format: https://seabass.gsfc.nasa.gov/archive/PML/AMT</p>
IODP Expedition 397 Formation temperature
Formation temperature was measured by the advanced piston corer temperature tool (APCT-3), Sediment Temperature Tool (SET), or sediment temperature pressure tool (SETP) and reduced to in situ temperature and (for SETP) pressure estimates. These data are compiled per instrument run and assigned to a core (the core cut with the APCT-3 cutting shoe or the core following the SET deployment).
Observation of a regular structure formation on the surface of vibrated ball beds started from random lose packing
<p>Near 4,000 2-mm diameter plastic balls were poured 88 times into plexiglass cylinder of internal diameter 26 mm. Then, such initially random loose-packing systems/beds were vibrated vertically with 100 Hz frequency using the vibration table Vibrax (Renfert GmbH, Germany) working in sinusoidal mode until a regular structure was observed on the cylinder surface. The power levels of the vibrations in the recorded ordering of balls were selected to represent all four levels (1, 2, 3 or 4) of vibrations available in the table, where number 1 means the weakest vibration and 4 means the strongest one.</p> <p>Locations of the balls on all sides of a vibrated cylindrical bed were simultaneously recorded on one video frame thanks to the use of two perpendicular mirrors, which enables observation of four images: one of the real cylinder and three of its mirror reflections. View of the table with the attached cylinder containing balls and two mirrors is presented in Fig. 1, while an explanation of the scene, as seen by the recording camera, is given in the scheme in Fig. 2. Video names were given in a standard form explained in the README.txt file.</p>
Movement of plastic balls in a long-vibrating cylinder: from disorder to structure formation with examples of its instability
<p>Many plastic balls, made from PolyOxyMethylene (POM) and of three different diameters 2, 3 and 4 mm, were used to observe the formation and stability of the structure in ball beds when, after pouring into a plexiglass cylinder, they were subjected to long-term vertical vibrations with frequency 100 Hz. The vibration table Vibrax (Renfert GmbH, Germany), used in the experiment and shown in Fig. 1, can function in two modes: sinusoidal (s) and nonsinusoidal (ns). The vibration table can act at four power levels of the vibrations, selected by an operator using the right knob of the table (see Fig. 1). In the presented series of 43 vibration experiments, always the highest power level was used. </p> <p>Locations of surface balls on all sides of a vibrated cylindrical bed were simultaneously recorded on one video frame thanks to the use of two perpendicular mirrors (see Fig. 1), which enables observation of four images: one of the real cylinder and three of its mirror reflections. An explanation of the scene, as seen by the recording camera, is given in the scheme in Fig. 2. Video names were given in a standard form to inform the user about the most important parameters (more in README.txt).</p> <p> </p>
2746-node Polish Energy System Data of Transmission and Voltage Constraints Contribution to the Formation of LMP
<p>This is the dataset that is used for the original article: "Contribution of Transmission and Voltage Constraints in the Formation of Locational Marginal Prices"</p> <p> </p> <p>MATPOWER is required. The dataset obtained by MATPOWER ver6.0 tool [1].</p> <p>Run run_matpower_acopf.m in MATLAB to start AC OPF. Offers should be saved in the MATLAB search path. Results of AC OPF are saved in bus, branch and gen files. Column names correspond to MATPOWER case file.</p> <p>Price-bonding factors are saved in lambda_P_PBF and lambda_Q_PBF. Ones in MP, MQ columns correspond to marginal nodes for real and reactive power respectively. Ones in CV, CD columns correspond to controlled voltage magnitude and phase respectively. </p> <p>Acronyms in column names:</p> <ul> <li>C(N) - bidding price of a marginal generator at node N </li> <li>Fmax(N) - maximum allowable real power throught line N, where N - index number of a line in branch.csv with binding constraint</li> <li>LAMP_P - LMP for real power</li> <li>LAM_Q - LMP for reactive power</li> <li>PBF - price-bonding factor</li> <li>TC - transmission constraint</li> <li>VC - voltage constraint</li> <li>V(N) - maximum (minimum) allowed voltages at node N</li> </ul>
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.