Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
887
datasets available to search
ShareScore release 0.7.1
Dataset results
887 results for “tunnels”
WW1 trench tunnel entrance, Vantaa, Finland
First World War shelter room tunnel entrance in trench in base III:9 in [Krepost Sveaborg](https://en.wikipedia.org/wiki/Krepost_Sveaborg) land front defense line in Rajakylä, Vantaa, Finland. The base was built in 1915 - 1918. There is also [a model](https://skfb.ly/6SnWS) for another entrance to this tunnel. The whole base contains: * 135 meters of thrench * 3 machine gun positions * 2 observations posts * 12 shelter rooms, one 35 m² room is inside a rock in tunnel * 110 m² cave More info: * [Location in Google Maps](https://goo.gl/maps/duEN1zb8HHBVqjiZ8) * [Wikipedia: Krepost Sveaborg](https://en.wikipedia.org/wiki/Krepost_Sveaborg) * [John Lagerstedt , Markku Saari: Krepost Sveaborg](http://www.novision.fi/viapori/eavaus.htm) * [Finnish Heritage Agency site info](https://www.kyppi.fi/to.aspx?id=112.1000007726) (only in finnish) Source: Objaverse 1.0 / Sketchfab
Colington Tunnel Mural, Edinburgh, Scotland
Colington Tunnel is an abandoned railway tunnel in Edinburgh, Scotland, built in the 1800s and now transformed into the biggest mural of its kind in Scotland. 140 meters long and 5.4 meters high, one side of the tunnel features the words from the Robert Loius Stevenson poem "From A Railway Carriage", the story of a child's first rail journey. The rest of the wall space on both sides is used to illustrate it, with beautiful images reflecting local history. Source: Objaverse 1.0 / Sketchfab
06_HTMD_Tunnels: Incorporating prior knowledge in the seeds of adaptive sampling molecular dynamics simulations of ligand transport in enzymes with buried active sites
<p># Contains input, output and restart files used for HTMD (High-throughput molecular dynamics) adaptive sampling simulations at 310K for Tunnels schemes. </p> <p># The folders are organized as:</p> <p>Input_files/ # Contains .parm7 and .rst files of 30 seed conformations obtained from equilibrations and used for adaptive sampling inputs, <em>run_adaptiveMD.py</em> : Script file executing the adaptive sampling using distance matrix considering protein C-alpha atoms and heavy atoms of DBE.<br>rep1/<br>└── adaptive_data/<br> ├── generators/ # Contains the initial generator files provided by the user<br> │ ├── ../structure.parm7<br> │ ├── ../input.ncrst<br> │ └── ...<br> ├── input/ # Contains the files needed to start all simulations of all epochs (automatically generated)<br> │ ├── ../equil1.log<br> │ ├── ../input.ncrst<br> │ └── ...<br>└──rep2/<br>...<br>...<br> </p> <p> </p>
Water will find its way: transport through narrow tunnels in hydrolases (water-protein interaction analysis)
<p>Repository including information on the analyses of water-protein interactions by MM/GBSA.</p> <p><strong>hal_mmgbsa_data.tar.gz</strong> - contains a minimal set of files necessary to recreate MM/GBSA calculations and also raw calculation results for Hal.<br><strong>epx_mmgbsa_data.tar.gz</strong> - contains a minimal set of files necessary to recreate MM/GBSA calculations and also raw calculation results for Epx.<br><strong>lip_mmgbsa_data.tar.gz</strong> - contains a minimal set of files necessary to recreate MM/GBSA calculations and also raw calculation results<strong> </strong>for Lip<strong>.</strong></p> <p>In each archive structure is:<br> {supercluster_id}: - supercluster directory<br> {event_nr}_{rounded_radius}: - transport event directory<br> renum.pdb -pdb file containing protein, water of interest and 8 Angstrom radius sphere of surrounding waters<br> water.txt - file denoting water ID for water of interest in the renum.pdb file<br> binding_[implicit|explicit].dat - file containing MMGBSA results for full implicit and partial explicit system<br> decomposition_[implicit|explicit].dat - file containing MMGBSA decomposition results for full implicit and partial explicit system<br> info_{supercluster_id}.csv - file containing descriptions of transport events in supercluster (columns: event_name, radius, frame, simulation, water_id)</p> <p><strong>results.tar.gz </strong>- contains csv files generated by <em>script collect_data_minimal.py</em> for each protein for full implicit and partial explicit solvent. Columns in those csv file are: event_name, supercluster, radius, frame, simulation, water_id, delta_total, delta_van_der_waals, delta_electrostatic, delta_G_solv</p> <p><strong>scripts.tar.gz</strong> - contains following scripts<br> read_transport_events.py<br> prep_inputs.py<br> run_MMGBSA_single.sh<br> collect_data_minimal.py<br> plot_bin.py</p> <p>To recreate MMGBSA calculations with provided inputs one should:<br>$ python read_transport_events.py [Hal.dat|Epx.dat|Lip.dat] > selection.txt<br>Prepare transport events information in a compatible format. Binary transport events databases are available in the repository.</p> <p>$ python prep_inputs.py selection.txt - {absolute output path} {supercluster_id} 1 <br>Prepare parm and coordinate file for each supercluster id included in computation. Last argument 1 point script to resume preparations from renum.pdb files.</p> <p>$ bash run_MMGBSA_single.sh {residue_count}<br>Runs MMGBSA for both partial explicit and fully implicit systems. Needs to be run for each event in each supercluster.<br>residue_count should be set to 293 for hal, 319 for epx, and 534 for lip.</p> <p>$ python collect_data_minimal.py [hal|epx|lip]/{supercluster_id} [hal|epx|lip]/info_{supercluster_id}.csv [0|1] >> output.csv<br>Gathers data from MMGBSA calculations for a single supercluster into csv file. <br>Last argument should be 0 for fully implicit system, 1 for partial explicit system.</p> <p>$ python plot_bin.py {hal_implicit_csv} {hal_explicit_csv} {epx_implicit_csv} {epx_explicit_csv} {lip_implicit_csv} {lip_explicit_csv}<br>Results visualization. Produces "combined.png".</p>
Supplemental Material to Doctoral Thesis "Engineering approach for predicting tunneling crack initiation in trailing-edge adhesive joints of wind turbine blades under mechanical fatigue and thermal residual stresses"
<p>This set supplements the figure data to the doctoral thesis "Engineering approach for predicting tunneling crack initiation in trailing-edge adhesive joints of wind turbine blades under mechanical fatigue and thermal residual stresses", DOI: <a href="https://doi.org/10.14279/depositonce-19144">10.14279/depositonce-19144</a></p>
Crystal structure of the tandem kinase & triphosphate tunnel metalloenzyme domain module of the TTM1 protein from Arabidoposis thaliana in complex with inorganic phosphate and citric acid - 3lambda SeMAD dataset
<p>bzip2ed tar archive containing the diffraction images (Pilatus 2M-F detector, SLS beamline PXIII, collected on 19.12.2016) for 3 wavelength Se MAD experiment (infl, inflection point, peak, peak, rem, high energy remote) and the associated data processing files (xds_inf, xds_peak, xds_rem) </p>
Crystal structure of the tandem kinase & triphosphate tunnel metalloenzyme domain module of the TTM1 protein from Arabidoposis thaliana in complex with an adenosine nucleotide analog.
<p>bzip2ed tar archive containing the diffraction images (Pilatus 2M-F detector, SLS beamline PXIII, collected on 19.12.2016) and the associated data processing files (xds) </p>
Crystal structure of the tandem kinase & triphosphate tunnel metalloenzyme domain module of the TTM1 protein from Arabidoposis thaliana in complex with inorganic phosphate and citric acid - native dataset
<p>bzip2ed tar archive containing the diffraction images (Pilatus 2M-F detector, SLS beamline PXIII, collected on 19.12.2016) and the associated data processing files (xds) </p>
Data for 'Normalization procedure for obtaining the local density of states from high-bias scanning tunneling spectroscopy'
<p>This folder contains all the raw data needed to generate the figures in the paper '<em>Normalization procedure for obtaining the local density of states from high-bias scanning tunneling spectroscopy.</em>' The data are seperated by the figures in which they appear, with a text folder in each folder that contains any relevant additional information. </p>
Large-eddy simulation of yawed wind-turbine wakes: comparisons with wind tunnel measurements and analytical wake models
<p>Dataset of the paper "Large-eddy simulation of yawed wind-turbine wakes: comparisons with wind tunnel measurements and analytical wake models" published on Energies [1].</p> <p>[1] Lin, M., & Porté-Agel, F. (2019). Large-eddy simulation of yawed wind-turbine wakes: comparisons with wind tunnel measurements and analytical wake models. <em>Energies</em>, <em>12</em>(23), 4574.</p>
The Taos Tunnels
An artistic impression of the historic Taos Tunnels, dug in the 1700s, to hide from Commanchie Raiders by the Spanish in Northern New Mexico. There are three entrances. One in the food shed, behind the kegs, one under the rug in the one room adobe house, and the third will eventually lead to someplace away from the house in a patch of pinon pine trees. In the tunnels notice the "disappointments room" with the stool and the candalabra. Source: Objaverse 1.0 / Sketchfab
Dinorwic - Snakes, Ladders and Tunnels
Made from 1m lidar data and Google imagery with route digitised from experience. Source: Objaverse 1.0 / Sketchfab
Leake Street Graffiti Tunnel
The tunnel and arches below Waterloo Station, London that are completely coated in graffiti. The graffiti began during the Cans Festival organised by Banksy on 3–5 May 2008. https://en.wikipedia.org/wiki/Leake_Street https://www.leakestreetarches.london/ 1732 photos taken on 3rd July 2020 with a Sony a6000 and processed in Agisoft Metashape. Source: Objaverse 1.0 / Sketchfab
North Head tunnels
Old 19th century military tunnels carved through the volcanic rock at North Head, Auckland, New Zealand. This was a test to see how well flash-photos taken in dark tunnels would model. Better than i expected, although the low lighting and maybe not enough photos meant some areas didn't texture as well as others. Thanks to 3DFlow for the use of a copy of 3DF Zephyr Pro, it been interesting to see the difference using more photos makes. My 3D model from photos generated with photogrammetry software 3DF Zephyr v4.507 processing 105 images Source: Objaverse 1.0 / Sketchfab
perseus_rend (all tunnels)
Kelly O'Neill 2017 Part of the series *rend/er* Photogrammetry model produced using 123D Catch software. Model extracted from larger combined render of all tunnels. Capture Object: Nancy Holt's *Sun Tunnels*, Perseus Tunnel Source: Objaverse 1.0 / Sketchfab
WW1 tunnel shelter entrance in Helsinki, Finland
Remains of First World War tunnel shelter entrance in [Krepost Sveaborg](https://en.wikipedia.org/wiki/Krepost_Sveaborg) land front defense line in base XXI:6 Oulunkylä, Helsinki, Finland. Tunnel was built in 1915 - 1918. More info: * [Location in Google Maps](https://goo.gl/maps/AKjTKUSx8PjCbFtZ8) * [Wikipedia: Krepost Sveaborg](https://en.wikipedia.org/wiki/Krepost_Sveaborg) * [John Lagerstedt , Markku Saari: Krepost Sveaborg](http://www.novision.fi/viapori/eavaus.htm) * [Finnish Heritage Agency site info](https://www.kyppi.fi/to.aspx?id=112.1000013764) (only in finnish) Source: Objaverse 1.0 / Sketchfab
capricorn_rend (all tunnels)
Kelly O'Neill 2017 Part of the series *rend/er* Photogrammetry model produced using 123D Catch software. Model extracted from larger combined render of all tunnels. Capture Object: Nancy Holt's *Sun Tunnels*, Capricorn Tunnel Source: Objaverse 1.0 / Sketchfab
Tunnel Mesh
Entrance to historic Eden Hills Tunnel 3d mesh from P40 laser scan Source: Objaverse 1.0 / Sketchfab
Islington Canal Tunnel East Portal
The eastern portal to the Regents Canal tunnel at Angel Islington. Date: 1818 https://en.wikipedia.org/wiki/Islington_Tunnel 747 photos taken in November 2020 with a Sony a6000 and processed in Reality Capture. Water reconstructed. Source: Objaverse 1.0 / Sketchfab
Braithwaite Street Tunnel
A railway bridge tunnel by Shoreditch High Street Station that is decorated with graffiti and street art. 2211 photos taken in October 2020 with a Sony a6000 and processed in Agisoft Metashape. Source: Objaverse 1.0 / Sketchfab
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.