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25 results for “Surface heterogeneities”

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zenodo40/100

Text-fig. 2. CT slices on Block 2. Details of other skeletal parts (a). The familiar shape of an ammonite (a, c). Holes, cracks and empty cavities in both the limestone matrix and within the vertebrate fossil (b, c). Heterogeneity of the 'tuffeau' limestone, the more porous areas of the matrix clearly distinguishable from the more compact ones (c). Ferric nodules (c). in Hidden Treasures Uncovered: Successful Detection Of Fossils Below The Surface In Large Limestone Blocks Using A Standard Medical X-Ray Ct Scanner

Text-fig. 2. CT slices on Block 2. Details of other skeletal parts (a). The familiar shape of an ammonite (a, c). Holes, cracks and empty cavities in both the limestone matrix and within the vertebrate fossil (b, c). Heterogeneity of the 'tuffeau' limestone, the more porous areas of the matrix clearly distinguishable from the more compact ones (c). Ferric nodules (c).

opencc-by-4.0Dec 2021View details →
zenodo40/100

PALM Model System v 6.0 input and configuration files for coupled large eddy simulations of land surface heterogeneity effects and diurnal evolution of late summer and early autumn atmospheric boundary layers during the CHEESEHEAD19 field campaign

<p>Namelist, configuration and forcing files for the PALM Model System 6.0 revision number 21.10-rc.2 used for the numerical simulations Coupled Large Eddy Simulations of land surface heterogeneity induced atmospheric boundary layer response during the CHEESEHEAD19 field campaign.</p>

opencc-by-4.0Jul 2023View details →
zenodo36/100

Thermophysical properties and surface heterogeneity of landing sites on Mars from overlapping THEMIS observations-Data

<p>Files, scripts/functions, observed temperature data, and modeled results used in the Ahern et al. paper entitled: Thermophysical properties and surface heterogeneity of landing sites on Mars from overlapping THEMIS observations.</p>

opencc-by-4.0Sep 2020View details →
zenodo36/100

The role of dynamics in heterogeneous catalysis: surface diffusivity and N2 decomposition on Fe(111)

<p>Data related to the molecular dynamics simulations reported in the manuscript "The role of dynamics in heterogeneous catalysis: surface diffusivity and N2 decomposition on Fe(111)"</p><p>- Inputs of the MD&nbsp;simulations of surface morphology and dynamics (LAMMPS)</p><p>- Inputs of the OPES simulations for N2 adsorption and dissociation&nbsp;(LAMMPS+PLUMED)</p><p>- MD outputs: trajectory&nbsp;files</p><p>- Code for analysis and post-processed data</p><p>- Jupyter notebook to reproduce the pictures reported in the manuscript</p>

opencc-by-4.0Oct 2023View details →
zenodo36/100

High quality figures of "An Unstructured Mesh Generation Tool for Efficient High-Resolution Representation of Spatial Heterogeneity in Land Surface Models"

<p>High quality figures of "An Unstructured Mesh Generation Tool for Efficient High-Resolution Representation of Spatial Heterogeneity in Land Surface Models"</p>

opencc-by-4.0Oct 2023View details →
zenodo36/100

Representing surface heterogeneity in land-atmosphere coupling in E3SMv1 single-column model over ARM SGP during summertime - E3SM SCM data and code

<p>This dataset contains post-processed E3SM single-column model output and code used to produce the figures&nbsp;in the manuscript that we are targeting Geoscientific Model Development to submit.&nbsp;</p>

opencc-by-4.0Dec 2021View details →
zenodo36/100

Spatial heterogeneity effects on land surface modeling of water and energy partitioning

<p>Related code and data used in the manuscript https://doi.org/10.5194/gmd-2022-4, &lt;Spatial heterogeneity effects on land surface modeling of water and energy partitioning&gt;. The latest source code of ELMv1 is available from https://github.com/E3SM-Project/E3SM (last access: September 2020). If you have any questions, please contact lingchengliwhu@gmail.com</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

Supporting dataset: Towards the Optimal Representation of Sub-Grid Heterogeneity in Land Surface Models - Upper Colorado River Basin study case

<p>Supporting files for the manuscript &quot;Towards the Optimal Representation of Sub-Grid Heterogeneity in Land Surface Models - Upper Colorado River Basin study case.&quot; The dataset contains the ESCF derived from the original 800 HydroBlocks simulations used to train/test the random forest models (RFM) to compute the annual mean ESCFs for soil moisture content, sensible heat, latent heat, and runoff, as well as the obtained RFM to compute the resulting number of tiles for a given configuration over the study domain. Besides, the dataset includes the ESCFs for the quasi-fully distributed simulation (QFD) and the input data layers required to run HydroBlocks simulations over the study domain.</p>

opencc-by-4.0Sep 2022View details →
zenodo36/100

Fluid flow drives phenotypic heterogeneity in bacterial growth and adhesion on surfaces

<p>Raw data for the study reported by Hubert et al., Nature Communications 2024 (accepted).</p> <p>Each of the 4 folders within the archive, denoted 'Ulow', 'Low', 'Med', and 'High' contains 3 sets of raw experimental data, each corresponding to an experiment performed in the 'Ulow', 'Low', 'Med', and 'High' shear stress regime, in accordance with the folders' names.</p> <p>Each of these data sets is bundled into a single .avi video, consisting of raw images recorded at a 1/60 Hz acquisition frequency (i.e., 1 image per minute).</p> <p>The folder 'Supplementary_Software'contains Matlab and Python scripts used to treat the raw data, with a raw data sample. The file 'HOWTO_use_the_scripts.txt' explains how to use the scripts.</p> <p>Except for this HOWTO file, the files inside the various subfolders of folder 'Supplementary_Software' are not listed in the file tree below. Only the subfolders are listed.</p> <p>./<br>├── README_data_sets_and_treatment_scripts.txt (this file)<br>├── Ulow/<br>&nbsp;| &nbsp; &nbsp; ├── Ulow_set1.avi<br>&nbsp;| &nbsp; &nbsp; ├── Ulow_set2.avi<br>&nbsp;| &nbsp; &nbsp; └── Ulow_set3.avi<br>├── Low/<br>&nbsp;| &nbsp; &nbsp; ├── Low_set1.avi<br>&nbsp;| &nbsp; &nbsp; ├── Low_set2.avi<br>&nbsp;| &nbsp; &nbsp; └── Low_set3.avi<br>├── Med/<br>&nbsp;| &nbsp; &nbsp; ├── Med_set1.avi<br>&nbsp;| &nbsp; &nbsp; ├── Med_set2.avi<br>&nbsp;| &nbsp; &nbsp; └── Med_set3.avi<br>└── High/<br>&nbsp;| &nbsp; &nbsp; ├── High_set1.avi<br>&nbsp;| &nbsp; &nbsp; ├── High_set2.avi<br>&nbsp;| &nbsp; &nbsp; └── High_set3.avi<br>└── Supplementary_Software/<br>&nbsp; &nbsp; ├── HOWTO_use_the_scripts.txt<br>&nbsp; &nbsp; ├── step1_matlab/&nbsp;<br>&nbsp;&nbsp; &nbsp; | &nbsp; &nbsp; ├── Pos0_100_every_1000/&nbsp;<br>&nbsp; &nbsp;&nbsp; | &nbsp; &nbsp; ├── matlab_image_processing/&nbsp;<br>&nbsp; &nbsp;&nbsp; | &nbsp; &nbsp; ├── images_treated_20201120_220854/&nbsp;<br>&nbsp; &nbsp;&nbsp; | &nbsp; &nbsp; └── Outputs/<br>&nbsp; &nbsp; └── step2_python/<br>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; └── Outputs/</p> <p>&nbsp;</p> <p>&nbsp;</p>

opencc-by-4.0May 2024View details →
zenodo36/100

Determination and Evaluation of the Non-Additivity in Wetting of Molecularly Heterogeneous Surfaces

<p>All the data relevant to the paper &quot;Determination and Evaluation of the Non-Additivity in Wetting of Molecularly Heterogeneous Surfaces&quot; (PNAS, 2019) are available here.</p> <p>The details about&nbsp;the data collection and analysis are available in the paper.</p> <p>The data are divided into two zipped folders: one of them&nbsp;contains&nbsp;all the experimental data (experiments.zip) and the other one all the files related to the molecular dynamics simulations (MD.zip). &nbsp;Each of the two folders contains a README.txt file, with details about the folder and its structure.</p>

opencc-by-4.0Nov 2019View details →
zenodo32/100

SCM files for "Representing Effects of Surface Heterogeneity in a Multi-Plume Eddy Diffusivity Mass Flux Boundary Layer Parameterization"

<p>Supporting files for manuscript "Representing Effects of Surface Heterogeneity in a Multi-Plume Eddy Diffusivity Mass Flux Boundary Layer Parameterization" by N.P. Arnold.</p> <p>The data consists of source code modifications relative to v11.2.0 of the GEOS GCM, modified boundary conditions for running single column model experiments, and netcdf model output from those experiments.</p>

opencc-by-4.0Dec 2023View details →
zenodo32/100

Data for the manuscript "Direct visualization of colloid transport over natural heterogeneous and artificial smooth rock surfaces"

<p>The files contain the data used to produce the figures in the manuscript &quot;<strong>Direct visualization of colloid transport over natural heterogeneous and artificial smooth rock surfaces</strong>&quot; by Borgman, Be&#39;er, and Weisbrod.</p> <p>Included in the data set:</p> <ol> <li>ImageAnalysesAndPlots.m: A MATLAB script&nbsp;to generate the figures from the included images and data files.</li> <li>myCmap.mat: A custom set of colors for the images.</li> <li>LH_btc.csv,&nbsp;LH_b_btc.csv,&nbsp;HH_btc.csv,&nbsp;HH_b_btc.csv: Data for the breakthrough curves.</li> <li>LH_t=360min.czi,&nbsp;HH_t=300min.czi: Final images from the experiments, from which the residual surface fluorescence is calculated.</li> <li>LHSurfTopo.csv,&nbsp;HHSurfTopo.csv: Tables containing the profilometer scan data.</li> <li>LH, HH: Folders containing the images for the colloid displacement front</li> <li>Exp01-Exp04: Images for calculating the dispersion coefficient&nbsp;</li> <li>PlotVelocities2.m: A script for plotting the calculated velocity fields</li> <li>velocity_magnitude_HH_flux_boundary.txt/velocity_magnitude_LH_flux_boundary.txt: The data files for the velocity fields.</li> </ol> <p>For the .czi files, it&#39;s necessary to use the Bio-Formats for MATLAB <a href="https://docs.openmicroscopy.org/bio-formats/6.1.0/users/matlab/index.html">package</a>.</p>

opencc-by-4.0Mar 2022View details →
zenodo32/100

Assessing the atmospheric response to subgrid surface heterogeneity in CESM2 - code, output, and analysis script

<p>This dataset contains the raw model output, analysis scripts, and CESM source code (containing modifications to include subgrid-scale surface heterogeneity impacts in&nbsp;CAM) that were used to produce the figures in a manuscript targeting the Journal of Advances in Modeling Earth Systems (JAMES) for submission, &quot;Assessing the atmospheric response to subgrid surface heterogeneity in CESM2&quot;. For additional information on CESM2 and the most up to date source code, see&nbsp;https://github.com/ESCOMP/CESM.&nbsp;</p> <p>The pre-print of the submitted article is available here:&nbsp;<a href="https://doi.org/10.1002/essoar.10512837.1">https://doi.org/10.1002/essoar.10512837.1</a></p>

opencc-by-4.0Nov 2022View details →
zenodo32/100

Data for Structural Features of Interfacial Water Predict the Hydrophobicity of Chemically Heterogeneous Surfaces

<p>Scripts, raw and processed data, Jupyter notebooks, and force field files for the simulations performed in:</p> <p>B. C. Dallin, A. S. Kelkar, and R. C. Van Lehn. &ldquo;Structural Features of Interfacial Water Predict the Hydrophobicity of Chemically Heterogeneous Surfaces.&rdquo; <em>Chemical Science </em><strong>2023</strong>.</p>

opencc-by-4.0Jan 2023View details →
zenodo32/100

SCM data for "Representing the subgrid surface heterogeneity of precipitation in a general circulation model"

<p>Single Column Model output from simulations described in the paper, &quot;Representing the subgrid surface heterogeneity of precipitation in a general circulation model,&quot; by Nathan Arnold, Randal Koster, and Atanas Trayanov.&nbsp;&nbsp;</p>

opencc-by-4.0Apr 2023View details →
dryad32/100

Data from: Determining structural and chemical heterogeneities of surface species at the single-bond limit

Open the record for dataset details and reuse information.

publicFeb 2021View details →
zenodo28/100

Data from "Selective Electrochemical Reductive Amination of Benzaldehyde at Heterogeneous Metal Surfaces"

<p>Data including DFT outputs, NMR peak areas, currents, voltages, etc. as well as some analysis.</p>

opencc-by-4.0Dec 2022View details →
dryad28/100

Data from: Cortical thickness, surface area and subcortical volume differentially contribute to cognitive heterogeneity in Parkinson's disease

Open the record for dataset details and reuse information.

publicFeb 2017View details →
dryad28/100

Data from: Control of hydroid colony form by surface heterogeneity

Open the record for dataset details and reuse information.

publicMay 2017View details →
geo24/100

Heterogeneous expression of cell surface markers in human myeloma cell lines: implications for disease modelling and therapeutic targeting

GEO Series GSE250236. Homo sapiens. 18 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenOct 2024View details →

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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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record